In [1]:
import os
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
In [2]:
train_data=pd.read_csv('/Users/user/Desktop/PHD/train_data.csv')
test=pd.read_csv('/Users/user/Desktop/PHD/test_data.csv')
In [3]:
train_data['date']=pd.to_datetime(train_data[['year','month','day']])
test['date']=pd.to_datetime(test[['year','month','day']])
In [4]:
train_data.drop(['year','month','day'],axis=1,inplace=True)
test.drop(['year','month','day'],axis=1,inplace=True)
In [5]:
train_data=train_data.drop_duplicates()
test=test.drop_duplicates()
In [6]:
train_data.shape,test.shape
Out[6]:
((22622518, 4), (773535, 4))
In [8]:
train_data
Out[8]:
| city | medicine | sales | date | |
|---|---|---|---|---|
| 0 | 1 | 1 | 24.0 | 2015-01-02 |
| 1 | 1 | 2 | 144.0 | 2015-01-02 |
| 2 | 1 | 3 | 84.0 | 2015-01-02 |
| 3 | 1 | 4 | 24.0 | 2015-01-02 |
| 4 | 1 | 5 | 8.0 | 2015-01-02 |
| ... | ... | ... | ... | ... |
| 22624340 | 10 | 3056 | 8.0 | 2018-06-30 |
| 22624341 | 10 | 3163 | 16.0 | 2018-06-30 |
| 22624342 | 10 | 3164 | 8.0 | 2018-06-30 |
| 22624343 | 10 | 3157 | 4.0 | 2018-06-30 |
| 22624344 | 10 | 3165 | 56.0 | 2018-06-30 |
22622518 rows × 4 columns
In [12]:
city1=train_data[train_data['city']==1]
city2=train_data[train_data['city']==2]
city3=train_data[train_data['city']==3]
city4=train_data[train_data['city']==4]
city5=train_data[train_data['city']==5]
city6=train_data[train_data['city']==6]
city7=train_data[train_data['city']==7]
city8=train_data[train_data['city']==8]
city9=train_data[train_data['city']==9]
city10=train_data[train_data['city']==10]
In [ ]:
#
In [ ]:
In [18]:
city1[city1['medicine']==3289]
Out[18]:
| city | medicine | sales | date | |
|---|---|---|---|---|
| 20326504 | 1 | 3289 | 12.0 | 2018-03-29 |
| 20349935 | 1 | 3289 | 8.0 | 2018-03-30 |
| 20373816 | 1 | 3289 | 16.0 | 2018-03-31 |
| 20397951 | 1 | 3289 | 20.0 | 2018-04-01 |
| 20423616 | 1 | 3289 | 36.0 | 2018-04-02 |
| ... | ... | ... | ... | ... |
| 22506960 | 1 | 3289 | 36.0 | 2018-06-26 |
| 22532704 | 1 | 3289 | 16.0 | 2018-06-27 |
| 22556502 | 1 | 3289 | 4.0 | 2018-06-28 |
| 22579691 | 1 | 3289 | 20.0 | 2018-06-29 |
| 22603313 | 1 | 3289 | 4.0 | 2018-06-30 |
63 rows × 4 columns
In city1, Collecting Medicine wise sales, daily sales of one medicine first and then other¶
In [15]:
#each_medicine=len(city1['medicine'].unique())
for m in city1['medicine'].unique():
t=city1.loc[city1['medicine']==m,'sales']
print(t)
0 24.0
11827 92.0
23247 84.0
34885 32.0
46996 52.0
...
22454611 12.0
22478792 32.0
22554244 4.0
22577370 20.0
22601028 28.0
Name: sales, Length: 1228, dtype: float64
1 144.0
11828 116.0
23248 92.0
34886 80.0
46997 120.0
...
22504524 56.0
22530393 48.0
22554245 88.0
22577371 92.0
22601029 44.0
Name: sales, Length: 1230, dtype: float64
2 84.0
11829 52.0
23249 48.0
34887 80.0
46998 108.0
...
22504525 84.0
22530394 80.0
22554246 72.0
22577372 68.0
22601030 64.0
Name: sales, Length: 1268, dtype: float64
3 24.0
11830 52.0
23250 16.0
34888 12.0
46999 36.0
...
22478795 4.0
22504526 28.0
22530395 12.0
22577373 12.0
22601031 4.0
Name: sales, Length: 1012, dtype: float64
4 8.0
11831 24.0
23251 12.0
34889 16.0
47000 28.0
...
22504527 12.0
22530396 8.0
22554247 8.0
22577374 12.0
22601032 4.0
Name: sales, Length: 995, dtype: float64
5 48.0
11832 24.0
23252 20.0
34890 40.0
47001 20.0
...
22504528 32.0
22530397 44.0
22554248 28.0
22577375 24.0
22601033 20.0
Name: sales, Length: 857, dtype: float64
6 144.0
11833 124.0
23253 120.0
34891 148.0
47002 148.0
...
22504529 24.0
22530398 108.0
22554249 96.0
22577376 36.0
22601034 44.0
Name: sales, Length: 863, dtype: float64
7 44.0
11834 44.0
23254 28.0
34892 48.0
92924 4.0
...
22504530 28.0
22530399 16.0
22554250 20.0
22577377 28.0
22601035 24.0
Name: sales, Length: 1263, dtype: float64
8 8.0
11835 8.0
23255 4.0
47003 12.0
58942 8.0
...
22454619 8.0
22478800 4.0
22504531 4.0
22530400 8.0
22554251 4.0
Name: sales, Length: 899, dtype: float64
9 36.0
11836 20.0
23256 8.0
34893 44.0
47004 84.0
...
22504532 44.0
22530401 12.0
22554252 8.0
22577378 12.0
22601036 4.0
Name: sales, Length: 1214, dtype: float64
10 60.0
11837 28.0
23257 40.0
34894 52.0
47005 52.0
...
22504533 16.0
22530402 12.0
22554253 20.0
22577379 12.0
22601037 8.0
Name: sales, Length: 1188, dtype: float64
11 44.0
11838 16.0
23258 36.0
34895 28.0
47006 36.0
...
22504535 36.0
22530404 36.0
22554255 4.0
22577381 16.0
22601039 24.0
Name: sales, Length: 1197, dtype: float64
12 72.0
11839 52.0
23259 68.0
34896 80.0
47007 76.0
...
22504536 56.0
22530405 40.0
22554256 44.0
22577382 48.0
22601040 32.0
Name: sales, Length: 1268, dtype: float64
13 540.012
11840 575.516
23260 501.224
34897 279.376
47008 380.352
...
22504537 98.176
22530406 128.056
22554257 58.292
22577383 116.180
22601041 88.492
Name: sales, Length: 1236, dtype: float64
14 16.0
11841 20.0
23261 12.0
34898 8.0
47009 36.0
...
22504538 4.0
22530407 20.0
22554258 16.0
22577384 12.0
22601042 8.0
Name: sales, Length: 1158, dtype: float64
15 20.0
11842 40.0
23262 36.0
34899 32.0
47010 36.0
...
21085228 32.0
21109593 8.0
21135759 12.0
21162051 28.0
21186681 8.0
Name: sales, Length: 1038, dtype: float64
16 80.0
11843 4.0
23263 72.0
34900 192.0
47011 64.0
...
22504539 12.0
22530408 56.0
22554259 16.0
22577385 32.0
22601043 24.0
Name: sales, Length: 1239, dtype: float64
17 392.0
11844 56.0
47012 4.0
313846 76.0
325089 60.0
...
22504540 40.0
22530409 60.0
22554260 36.0
22577386 92.0
22601044 40.0
Name: sales, Length: 1246, dtype: float64
18 64.0
11845 28.0
23264 40.0
34901 40.0
47013 52.0
...
22504541 60.0
22530410 40.0
22554261 24.0
22577387 64.0
22601045 24.0
Name: sales, Length: 1256, dtype: float64
19 184.0
11846 80.0
23265 192.0
34902 136.0
47014 80.0
...
20395522 36.0
20421084 4.0
20447852 4.0
20474316 8.0
20498822 12.0
Name: sales, Length: 970, dtype: float64
20 108.0
11847 76.0
23266 100.0
34903 136.0
47015 152.0
...
22504542 104.0
22530411 80.0
22554262 68.0
22577388 60.0
22601046 64.0
Name: sales, Length: 1270, dtype: float64
21 8.0
11848 8.0
23267 12.0
34904 4.0
47016 32.0
...
22504543 4.0
22530412 12.0
22554263 4.0
22577389 20.0
22601047 16.0
Name: sales, Length: 1093, dtype: float64
22 88.0
11849 20.0
23268 60.0
34905 92.0
47017 100.0
...
22504544 92.0
22530413 32.0
22554264 68.0
22577390 40.0
22601048 36.0
Name: sales, Length: 1228, dtype: float64
23 76.0
11850 56.0
23269 40.0
34906 80.0
47018 64.0
...
22478814 24.0
22504545 24.0
22530414 16.0
22577391 24.0
22601049 20.0
Name: sales, Length: 1246, dtype: float64
24 248.0
11851 176.0
23270 260.0
34907 204.0
47019 320.0
...
22504546 168.0
22530415 132.0
22554265 108.0
22577392 96.0
22601050 104.0
Name: sales, Length: 1222, dtype: float64
25 28.0
11852 24.0
23271 12.0
34908 40.0
47020 40.0
...
22504547 24.0
22530416 28.0
22554266 20.0
22577393 16.0
22601051 32.0
Name: sales, Length: 1264, dtype: float64
26 36.0
11853 16.0
23272 40.0
34909 40.0
47021 20.0
...
22504548 16.0
22530417 8.0
22554267 28.0
22577394 12.0
22601052 12.0
Name: sales, Length: 1250, dtype: float64
27 36.0
11854 40.0
23273 144.0
47022 8.0
58959 20.0
...
20129737 20.0
20153723 44.0
20177155 16.0
20201581 8.0
20249509 4.0
Name: sales, Length: 838, dtype: float64
28 48.0
11855 20.0
34910 40.0
47023 16.0
58960 12.0
...
22504549 16.0
22530418 24.0
22554268 12.0
22577395 44.0
22601053 8.0
Name: sales, Length: 1177, dtype: float64
29 56.0
11856 8.0
23274 64.0
34911 68.0
47024 28.0
...
22504550 56.0
22530419 24.0
22554269 28.0
22577396 28.0
22601054 16.0
Name: sales, Length: 1266, dtype: float64
30 220.0
11857 164.0
23275 148.0
34912 216.0
47025 276.0
...
22504551 136.0
22530420 48.0
22554270 60.0
22577397 56.0
22601055 136.0
Name: sales, Length: 1265, dtype: float64
31 200.0
11858 120.0
23276 188.0
34913 268.0
47026 352.0
...
22504552 228.0
22530421 112.0
22554271 32.0
22577398 76.0
22601056 40.0
Name: sales, Length: 1256, dtype: float64
32 204.0
11859 140.0
23277 144.0
34914 240.0
47027 416.0
...
22504553 72.0
22530422 56.0
22554272 52.0
22577399 16.0
22601057 60.0
Name: sales, Length: 1270, dtype: float64
33 156.0
11860 232.0
23278 156.0
34915 196.0
47028 200.0
...
22478823 24.0
22504554 84.0
22530423 8.0
22554273 20.0
22577400 40.0
Name: sales, Length: 1251, dtype: float64
34 12.0
11861 12.0
34916 20.0
47030 12.0
58967 4.0
...
22334794 16.0
22383785 8.0
22407364 4.0
22554276 4.0
22601059 4.0
Name: sales, Length: 1027, dtype: float64
35 52.0
11862 60.0
23279 16.0
34917 32.0
47031 44.0
...
22504556 20.0
22530426 12.0
22554277 16.0
22577402 4.0
22601060 4.0
Name: sales, Length: 1141, dtype: float64
36 476.0
11863 84.0
23280 112.0
34918 76.0
47032 128.0
...
22504557 48.0
22530427 76.0
22554278 28.0
22577403 24.0
22601061 132.0
Name: sales, Length: 1267, dtype: float64
37 132.0
11864 180.0
23281 136.0
34919 156.0
47033 116.0
...
22504558 168.0
22530428 136.0
22554279 124.0
22577404 84.0
22601062 36.0
Name: sales, Length: 1127, dtype: float64
38 68.0
11865 36.0
23282 80.0
34920 88.0
47034 96.0
...
21162073 36.0
21210974 28.0
21235552 28.0
21259478 80.0
21284331 52.0
Name: sales, Length: 1033, dtype: float64
39 24.0
11866 20.0
23283 20.0
162027 20.0
173689 16.0
...
22478829 4.0
22530429 8.0
22554280 24.0
22577405 12.0
22601063 20.0
Name: sales, Length: 1110, dtype: float64
40 32.0
11867 36.0
23284 32.0
47035 16.0
58972 28.0
...
22504559 48.0
22530430 44.0
22554281 4.0
22577406 56.0
22601064 52.0
Name: sales, Length: 1233, dtype: float64
41 100.0
11868 112.0
23285 140.0
34921 192.0
47036 100.0
...
21508709 12.0
21604542 16.0
21629152 16.0
21655026 4.0
21775100 4.0
Name: sales, Length: 1215, dtype: float64
42 8.0
11869 16.0
23286 4.0
34922 8.0
47037 12.0
...
22431184 4.0
22454650 4.0
22478831 8.0
22577407 4.0
22601065 8.0
Name: sales, Length: 669, dtype: float64
43 36.0
11870 24.0
23287 32.0
34923 44.0
47038 28.0
...
22504560 48.0
22530431 28.0
22554282 20.0
22577408 24.0
22601066 16.0
Name: sales, Length: 1266, dtype: float64
44 8.0
23288 8.0
34924 4.0
47039 8.0
81524 4.0
...
22504561 8.0
22530432 20.0
22554283 4.0
22577409 4.0
22601067 8.0
Name: sales, Length: 888, dtype: float64
45 36.0
11871 8.0
23289 12.0
34925 20.0
47040 36.0
...
22478833 12.0
22504562 4.0
22554284 12.0
22577410 4.0
22601068 12.0
Name: sales, Length: 1007, dtype: float64
46 32.0
11872 24.0
23290 24.0
34926 36.0
47041 44.0
...
22504563 32.0
22530433 36.0
22554285 20.0
22577411 20.0
22601069 12.0
Name: sales, Length: 1208, dtype: float64
47 60.0
11873 32.0
23291 28.0
34927 64.0
47042 72.0
...
22504564 40.0
22530434 12.0
22554286 4.0
22577412 44.0
22601070 4.0
Name: sales, Length: 1226, dtype: float64
48 96.0
11874 8.0
23292 24.0
34928 20.0
58979 12.0
...
22504565 84.0
22530435 12.0
22554287 24.0
22577413 12.0
22601071 8.0
Name: sales, Length: 1012, dtype: float64
49 12.0
11875 4.0
23293 12.0
34929 8.0
47043 16.0
...
22454655 4.0
22478837 8.0
22504566 16.0
22554288 8.0
22577414 4.0
Name: sales, Length: 823, dtype: float64
50 52.0
11876 60.0
23294 80.0
34930 72.0
47044 52.0
...
22454656 60.0
22478838 40.0
22554289 56.0
22577415 48.0
22601072 16.0
Name: sales, Length: 979, dtype: float64
51 4.0
11877 8.0
23295 20.0
34931 12.0
47045 4.0
...
22504567 8.0
22530436 12.0
22554290 12.0
22577416 8.0
22601073 8.0
Name: sales, Length: 1199, dtype: float64
52 72.0
11878 48.0
92965 24.0
104051 24.0
115525 28.0
...
22504568 116.0
22530437 128.0
22554291 52.0
22577417 76.0
22601074 100.0
Name: sales, Length: 1248, dtype: float64
53 40.0
11879 28.0
23296 48.0
34932 12.0
47046 32.0
...
22504569 48.0
22530438 16.0
22554292 16.0
22577418 36.0
22601075 20.0
Name: sales, Length: 1256, dtype: float64
54 24.0
11880 36.0
23297 40.0
34933 48.0
47047 36.0
...
22454659 12.0
22478842 16.0
22504570 4.0
22530439 20.0
22577419 20.0
Name: sales, Length: 1264, dtype: float64
55 172.0
11881 192.0
23298 140.0
34934 176.0
47048 140.0
...
22504571 164.0
22530440 176.0
22554293 144.0
22577420 168.0
22601076 144.0
Name: sales, Length: 1260, dtype: float64
56 64.0
11882 36.0
23299 36.0
34935 84.0
47049 80.0
...
20078686 112.0
20104336 80.0
20129766 24.0
20153750 72.0
20177183 24.0
Name: sales, Length: 1171, dtype: float64
57 76.0
11883 80.0
23300 40.0
34936 56.0
70302 8.0
...
22504572 52.0
22530441 24.0
22554294 32.0
22577421 24.0
22601077 40.0
Name: sales, Length: 1066, dtype: float64
58 40.0
11884 44.0
23301 16.0
34937 84.0
47050 80.0
...
22504573 20.0
22530442 24.0
22554295 12.0
22577422 40.0
22601078 28.0
Name: sales, Length: 1267, dtype: float64
59 288.0
11885 160.0
23302 216.0
34938 328.0
47051 236.0
...
22504574 160.0
22530443 128.0
22554296 68.0
22577423 44.0
22601079 40.0
Name: sales, Length: 1266, dtype: float64
60 72.0
11886 40.0
23303 56.0
34939 56.0
47052 88.0
...
22504575 24.0
22530444 12.0
22554297 24.0
22577424 8.0
22601080 24.0
Name: sales, Length: 1264, dtype: float64
61 60.0
11887 28.0
23304 36.0
34940 60.0
47053 56.0
...
22504576 72.0
22530445 40.0
22554298 32.0
22577425 72.0
22601081 32.0
Name: sales, Length: 1268, dtype: float64
62 28.0
11888 16.0
23305 12.0
34941 8.0
47054 28.0
...
22504577 16.0
22530446 16.0
22554299 24.0
22577426 16.0
22601082 24.0
Name: sales, Length: 1045, dtype: float64
63 24.0
11889 20.0
23306 24.0
34942 8.0
47055 16.0
...
22431202 12.0
22478850 28.0
22554300 4.0
22577427 8.0
22601083 12.0
Name: sales, Length: 968, dtype: float64
64 4.0
11890 8.0
23307 8.0
34943 12.0
47056 4.0
...
22359758 8.0
22383811 8.0
22407389 8.0
22478851 4.0
22504578 8.0
Name: sales, Length: 887, dtype: float64
65 32.0
11891 64.0
23308 20.0
34944 16.0
47057 64.0
...
22504579 16.0
22530447 28.0
22554301 12.0
22577428 12.0
22601084 12.0
Name: sales, Length: 1228, dtype: float64
66 12.0
11892 8.0
23309 24.0
34945 20.0
47058 28.0
...
22504580 40.0
22530448 12.0
22554302 8.0
22577429 8.0
22601085 8.0
Name: sales, Length: 1109, dtype: float64
67 12.0
11893 16.0
23310 24.0
34946 20.0
47059 20.0
...
22478854 28.0
22530449 12.0
22554303 8.0
22577430 12.0
22601086 8.0
Name: sales, Length: 1045, dtype: float64
68 128.0
11894 20.0
23311 84.0
34947 72.0
47061 144.0
...
22504582 84.0
22530450 60.0
22554305 36.0
22577431 52.0
22601087 60.0
Name: sales, Length: 1260, dtype: float64
69 68.0
11895 56.0
23312 28.0
34948 64.0
47062 72.0
...
22478857 44.0
22504583 24.0
22530451 28.0
22577432 12.0
22601088 8.0
Name: sales, Length: 1224, dtype: float64
70 36.0
11896 28.0
23313 28.0
34949 32.0
47063 64.0
...
22504584 32.0
22530452 8.0
22554306 8.0
22577433 12.0
22601089 16.0
Name: sales, Length: 1227, dtype: float64
71 44.0
11897 28.0
23314 16.0
34950 28.0
47064 28.0
...
22504585 28.0
22530453 32.0
22554307 16.0
22577434 16.0
22601090 24.0
Name: sales, Length: 1252, dtype: float64
72 36.0
11898 28.0
23315 32.0
34951 44.0
47065 44.0
...
22504586 12.0
22530454 8.0
22554308 20.0
22577435 44.0
22601091 20.0
Name: sales, Length: 1236, dtype: float64
73 44.0
11899 40.0
23316 40.0
34952 72.0
47066 40.0
...
22504587 4.0
22530455 4.0
22554309 36.0
22577436 12.0
22601092 8.0
Name: sales, Length: 1207, dtype: float64
74 565.880
11900 281.816
23317 519.324
34953 140.056
47067 182.880
...
22504588 42.840
22530456 41.020
22554310 46.756
22577437 131.236
22601093 46.516
Name: sales, Length: 1269, dtype: float64
75 180.0
11901 164.0
23318 144.0
34954 152.0
47068 172.0
...
22504589 92.0
22530457 100.0
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22000688 72.0
22026138 156.0
22073260 4.0
22096905 48.0
22143421 124.0
22216981 236.0
22240117 340.0
22263734 440.0
22287274 176.0
22311587 80.0
22337126 32.0
22362022 96.0
22386067 44.0
22409679 12.0
22456943 8.0
22481249 4.0
22506980 16.0
22532726 4.0
22556521 20.0
22579712 4.0
22603334 24.0
Name: sales, dtype: float64
21730560 4.0
21754086 8.0
21777471 36.0
21803012 20.0
21828094 16.0
21853464 16.0
21877632 28.0
21902564 24.0
21926891 12.0
21950659 56.0
21975148 60.0
22000696 40.0
22026146 48.0
22049983 24.0
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22096912 44.0
22119717 44.0
22143432 56.0
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22240126 20.0
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22287285 40.0
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22337136 4.0
22362032 12.0
22386076 4.0
22409689 8.0
22433427 24.0
22481260 16.0
22532735 8.0
22556530 36.0
22579721 8.0
22603344 4.0
Name: sales, dtype: float64
21730572 28.0
21777486 16.0
21803028 48.0
21828111 16.0
21975167 64.0
22000716 96.0
22026166 72.0
22049996 8.0
22362057 12.0
22386099 16.0
22409718 64.0
22433453 36.0
22456976 36.0
22481290 40.0
22507017 52.0
22532760 40.0
22556551 24.0
22603365 32.0
Name: sales, dtype: float64
21753974 32.0
21777350 16.0
21802885 60.0
21827966 28.0
21853352 28.0
21877508 740.0
22143312 60.0
22216874 4.0
22240008 20.0
22263629 12.0
22287163 144.0
22311471 20.0
22337007 12.0
22361912 32.0
22409568 4.0
22433314 8.0
22456826 4.0
22481130 8.0
22506860 8.0
22532617 24.0
22556411 16.0
22579600 36.0
Name: sales, dtype: float64
21754087 4.0
21777473 16.0
21803014 8.0
21828096 8.0
21853465 4.0
21877633 8.0
21902565 4.0
21926892 96.0
21950660 64.0
21975149 128.0
22000697 40.0
22026147 4.0
22049984 4.0
22073269 32.0
22096914 8.0
22119719 48.0
22143434 60.0
22168434 24.0
22193497 4.0
22216992 12.0
22240127 8.0
22263745 36.0
22287286 60.0
22311600 4.0
22337138 4.0
22362034 4.0
22409690 4.0
22433428 12.0
22481262 8.0
22603345 4.0
Name: sales, dtype: float64
21926905 4.0
Name: sales, dtype: float64
22000715 24.0
22026165 64.0
22073280 16.0
22143454 60.0
22168452 48.0
22263768 76.0
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22311619 20.0
22337160 12.0
22362055 36.0
22386097 20.0
22409716 8.0
22433451 4.0
22456974 16.0
22481288 4.0
22507015 16.0
22532759 24.0
22579741 20.0
Name: sales, dtype: float64
22049963 4.0
22556511 4.0
Name: sales, dtype: float64
22072504 8.0
22310788 4.0
22385314 4.0
22578933 4.0
Name: sales, dtype: float64
22073267 8.0
22096911 28.0
22119715 88.0
22143430 72.0
22168430 72.0
22193493 8.0
22216988 20.0
22263741 12.0
22287283 36.0
22311596 52.0
22337134 48.0
22362030 8.0
22386074 4.0
22409687 32.0
22433425 24.0
22456950 28.0
22481258 64.0
22506989 32.0
22532733 16.0
22556528 8.0
22579719 12.0
22603342 20.0
Name: sales, dtype: float64
22073283 4.0
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22119739 68.0
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22217012 8.0
22240152 28.0
22263773 56.0
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22311625 148.0
22337165 112.0
22362062 4.0
22386106 4.0
22409725 28.0
22433459 16.0
22456983 24.0
22481298 40.0
22507025 12.0
22532766 4.0
22556556 8.0
22579749 32.0
22603370 24.0
Name: sales, dtype: float64
22096929 16.0
22119735 20.0
22143451 56.0
22168449 76.0
22193509 28.0
22217006 72.0
22240144 108.0
22263765 48.0
22287304 64.0
22311617 92.0
22337157 104.0
22362051 72.0
22386092 72.0
22409711 80.0
22433446 56.0
22456969 76.0
22481283 108.0
22507011 172.0
22532754 68.0
22556546 80.0
22579737 76.0
22603362 56.0
Name: sales, dtype: float64
22119727 60.0
Name: sales, dtype: float64
22142129 4.0
Name: sales, dtype: float64
22143453 25.292
22168451 92.580
22193512 107.484
22217008 6.968
22240146 87.808
22287306 70.580
22311618 78.644
22386095 63.936
22409714 76.840
22433449 58.776
22456972 23.292
22481286 160.260
22507013 110.968
22532757 151.420
22556549 58.776
22579739 99.032
Name: sales, dtype: float64
22143455 19.856
22168453 63.952
22193514 48.240
22240148 76.868
22263769 28.580
22311620 144.964
22362056 29.640
22386098 47.324
22409717 49.300
22433452 48.580
22456975 52.384
22481289 98.508
22507016 49.108
22579742 67.372
Name: sales, dtype: float64
22143459 4.0
22287314 4.0
22311626 8.0
22386107 12.0
22409726 20.0
22433460 4.0
22456984 8.0
22481299 8.0
22532767 12.0
22556557 4.0
22579750 4.0
22603371 4.0
Name: sales, dtype: float64
22168441 40.0
22193503 16.0
Name: sales, dtype: float64
22193511 56.0
22217007 8.0
22337158 8.0
22362053 24.0
22386094 16.0
22409713 16.0
22433448 28.0
22456971 16.0
22481285 24.0
22532756 4.0
22556548 16.0
22579738 32.0
22603363 40.0
Name: sales, dtype: float64
22193513 12.0
22217009 12.0
22240147 20.0
22263767 4.0
22337159 16.0
22362054 20.0
22386096 24.0
22409715 20.0
22433450 28.0
22456973 8.0
22481287 52.0
22507014 24.0
22532758 28.0
22556550 16.0
22579740 20.0
22603364 20.0
Name: sales, dtype: float64
22240136 20.0
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22311610 28.0
22337150 24.0
22362044 20.0
22409703 24.0
22433439 32.0
22456963 20.0
22481274 32.0
22507003 20.0
22532746 16.0
22603357 8.0
Name: sales, dtype: float64
22240137 4.0
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22311611 20.0
22337151 12.0
22362045 8.0
22386087 12.0
22409704 8.0
22433440 20.0
22456964 8.0
22481275 8.0
22507004 16.0
22532747 8.0
22556541 8.0
22579732 12.0
Name: sales, dtype: float64
22240141 4.0
22263762 4.0
22287302 4.0
22311615 8.0
22409708 8.0
22456967 4.0
22556544 4.0
Name: sales, dtype: float64
22240151 4.0
22263771 16.0
22287311 8.0
22311623 4.0
22337163 12.0
22362060 8.0
22386102 4.0
22409722 12.0
22433456 4.0
22456980 12.0
22481294 20.0
22507021 32.0
22532763 8.0
22556554 20.0
22603367 24.0
Name: sales, dtype: float64
22263772 32.0
22287312 -4.0
22311624 8.0
22337164 12.0
22362061 8.0
22386104 16.0
22481296 12.0
22507023 12.0
22532765 8.0
22579747 8.0
Name: sales, dtype: float64
22263774 59.988
22287315 9.108
22311627 38.584
22456985 71.032
22481301 82.852
22507027 111.400
22532768 83.848
22556559 9.924
22579752 100.396
22603372 48.664
Name: sales, dtype: float64
22287310 4.0
22311622 4.0
22337162 4.0
22362059 4.0
22456979 8.0
22579745 8.0
Name: sales, dtype: float64
22337166 8.0
22362063 12.0
22386108 4.0
22409727 8.0
22433461 12.0
22481300 8.0
22507026 12.0
22556558 4.0
22579751 4.0
Name: sales, dtype: float64
22386103 16.0
22409723 4.0
22433457 4.0
22456981 16.0
22481295 24.0
22507022 16.0
22532764 12.0
22556555 16.0
22579746 24.0
22603368 28.0
Name: sales, dtype: float64
22386105 20.0
22409724 4.0
22433458 8.0
22456982 4.0
22481297 32.0
22507024 32.0
22579748 4.0
22603369 12.0
Name: sales, dtype: float64
22409719 8.0
22433454 8.0
22481291 8.0
22507018 24.0
22532761 36.0
22556552 20.0
22579743 4.0
Name: sales, dtype: float64
22409728 8.0
22456986 8.0
22481302 16.0
22556560 16.0
22579753 8.0
Name: sales, dtype: float64
22409729 4.0
22433462 4.0
22507028 4.0
Name: sales, dtype: float64
22480243 34.448
22505974 12.056
22531781 6.260
Name: sales, dtype: float64
22556540 4.0
22579731 8.0
22603358 4.0
Name: sales, dtype: float64
Predicting sales of each medicine on all dates in city1 using Arima¶
In [25]:
from statsmodels.tsa.arima_model import ARIMA
from sklearn.metrics import mean_squared_error
In [ ]:
d=[]
for m in city1['medicine'].unique():
train=city1.loc[city1['medicine']==m,'sales']
X = train.values
size = int(len(X) * 0.66)
train1, test1 = X[0:size], X[size:len(X)]
history = [x for x in train1]
predictions = list()
for t in range(len(test1)):
model = ARIMA(history, order=(5,1,0))
model_fit = model.fit(disp=0)
output = model_fit.forecast()
yhat = output[0]
predictions.append(yhat)
obs = test1[t]
history.append(obs)
print('predicted=%f, expected=%f' % (yhat, obs))
error = mean_squared_error(test1, predictions)
print('Test MSE: %.3f' % error)
# plot
pyplot.plot(test1)
pyplot.plot(predictions, color='red')
pyplot.show()
d.append(yhat)
print(d)
predicted=18.796296, expected=12.000000 predicted=19.269547, expected=28.000000 predicted=23.476566, expected=12.000000 predicted=20.931292, expected=12.000000 predicted=25.731208, expected=24.000000 predicted=17.071995, expected=12.000000 predicted=15.338263, expected=48.000000 predicted=27.284492, expected=24.000000 predicted=21.221522, expected=8.000000 predicted=17.149198, expected=16.000000 predicted=20.767196, expected=36.000000 predicted=24.673556, expected=32.000000 predicted=31.229841, expected=16.000000 predicted=20.774106, expected=32.000000 predicted=22.173435, expected=16.000000 predicted=22.243037, expected=8.000000 predicted=22.263132, expected=8.000000 predicted=18.516088, expected=40.000000 predicted=22.882208, expected=40.000000 predicted=28.089591, expected=16.000000 predicted=19.131865, expected=16.000000 predicted=17.879110, expected=12.000000 predicted=18.497081, expected=24.000000 predicted=26.832615, expected=28.000000 predicted=26.028022, expected=8.000000 predicted=15.327381, expected=24.000000 predicted=18.695327, expected=36.000000 predicted=23.155295, expected=12.000000 predicted=20.555691, expected=16.000000 predicted=20.283633, expected=12.000000 predicted=15.652288, expected=52.000000 predicted=29.667031, expected=60.000000 predicted=36.985106, expected=4.000000 predicted=19.626832, expected=20.000000 predicted=23.622912, expected=12.000000 predicted=23.061834, expected=24.000000 predicted=31.534666, expected=48.000000 predicted=35.519183, expected=56.000000 predicted=28.746902, expected=16.000000 predicted=24.990739, expected=12.000000 predicted=22.255924, expected=32.000000 predicted=31.011096, expected=4.000000 predicted=27.484661, expected=44.000000 predicted=33.780096, expected=24.000000 predicted=21.604259, expected=16.000000 predicted=19.179043, expected=24.000000 predicted=24.607395, expected=24.000000 predicted=20.621337, expected=8.000000 predicted=23.652643, expected=16.000000 predicted=18.659492, expected=16.000000 predicted=17.062869, expected=40.000000 predicted=24.810242, expected=32.000000 predicted=24.188275, expected=8.000000 predicted=15.683935, expected=16.000000 predicted=19.212710, expected=4.000000 predicted=16.789666, expected=36.000000 predicted=27.508347, expected=56.000000 predicted=31.385573, expected=20.000000 predicted=20.034450, expected=12.000000 predicted=19.581062, expected=16.000000 predicted=19.996394, expected=36.000000 predicted=32.322522, expected=36.000000 predicted=34.203379, expected=60.000000 predicted=32.861006, expected=28.000000 predicted=27.355619, expected=24.000000 predicted=28.599630, expected=24.000000 predicted=33.203796, expected=28.000000 predicted=33.620671, expected=8.000000 predicted=29.823088, expected=48.000000 predicted=30.183164, expected=20.000000 predicted=24.535120, expected=64.000000 predicted=35.339837, expected=24.000000 predicted=30.057913, expected=16.000000 predicted=23.813393, expected=32.000000 predicted=35.538329, expected=16.000000 predicted=26.441523, expected=8.000000 predicted=28.861591, expected=24.000000 predicted=21.032813, expected=12.000000 predicted=17.162700, expected=24.000000 predicted=21.619698, expected=8.000000 predicted=14.031764, expected=24.000000 predicted=16.364095, expected=4.000000 predicted=15.243803, expected=8.000000 predicted=12.031612, expected=36.000000 predicted=21.207124, expected=36.000000 predicted=20.709441, expected=28.000000 predicted=22.944340, expected=8.000000 predicted=14.887121, expected=4.000000 predicted=15.585170, expected=4.000000 predicted=19.746476, expected=24.000000 predicted=21.605160, expected=20.000000 predicted=17.541203, expected=44.000000 predicted=19.719778, expected=20.000000 predicted=16.763836, expected=12.000000 predicted=16.057965, expected=8.000000 predicted=19.304545, expected=8.000000 predicted=17.682397, expected=16.000000 predicted=21.717695, expected=8.000000 predicted=12.511935, expected=28.000000 predicted=15.170136, expected=4.000000 predicted=10.036107, expected=36.000000 predicted=17.953605, expected=16.000000 predicted=17.525606, expected=12.000000 predicted=14.684556, expected=12.000000 predicted=17.995254, expected=24.000000 predicted=16.816749, expected=8.000000 predicted=19.123632, expected=8.000000 predicted=12.332687, expected=12.000000 predicted=12.346660, expected=8.000000 predicted=11.572759, expected=36.000000 predicted=20.175971, expected=16.000000 predicted=13.951318, expected=12.000000 predicted=12.911666, expected=24.000000 predicted=17.645059, expected=16.000000 predicted=17.153155, expected=16.000000 predicted=21.390959, expected=8.000000 predicted=13.970675, expected=20.000000 predicted=16.029646, expected=44.000000 predicted=25.525150, expected=16.000000 predicted=18.746583, expected=12.000000 predicted=16.543142, expected=20.000000 predicted=18.084545, expected=24.000000 predicted=23.174953, expected=16.000000 predicted=24.085550, expected=4.000000 predicted=13.123853, expected=32.000000 predicted=19.252275, expected=44.000000 predicted=26.670734, expected=16.000000 predicted=21.357753, expected=24.000000 predicted=20.762356, expected=12.000000 predicted=18.035621, expected=52.000000 predicted=34.133539, expected=72.000000 predicted=43.597466, expected=56.000000 predicted=37.578087, expected=20.000000 predicted=32.189673, expected=32.000000 predicted=34.913539, expected=12.000000 predicted=38.966847, expected=4.000000 predicted=34.010285, expected=8.000000 predicted=24.466252, expected=60.000000 predicted=29.181626, expected=8.000000 predicted=20.436400, expected=8.000000 predicted=12.908401, expected=16.000000 predicted=15.131658, expected=12.000000 predicted=16.929998, expected=8.000000 predicted=22.682661, expected=24.000000 predicted=13.648696, expected=24.000000 predicted=15.779245, expected=32.000000 predicted=20.580332, expected=20.000000 predicted=18.404049, expected=12.000000 predicted=16.510348, expected=20.000000 predicted=21.919643, expected=4.000000 predicted=17.275467, expected=12.000000 predicted=17.923908, expected=4.000000 predicted=11.885488, expected=12.000000 predicted=11.028049, expected=8.000000 predicted=11.022209, expected=12.000000 predicted=8.339797, expected=12.000000 predicted=10.420402, expected=4.000000 predicted=7.009353, expected=8.000000 predicted=9.220121, expected=16.000000 predicted=10.750865, expected=32.000000 predicted=16.727110, expected=28.000000 predicted=17.598032, expected=4.000000 predicted=11.047837, expected=12.000000 predicted=14.138593, expected=12.000000 predicted=16.741292, expected=8.000000 predicted=17.146355, expected=24.000000 predicted=17.909195, expected=24.000000 predicted=14.229988, expected=32.000000 predicted=19.571797, expected=4.000000 predicted=13.844146, expected=12.000000 predicted=14.611137, expected=40.000000 predicted=26.200958, expected=4.000000 predicted=17.779584, expected=12.000000 predicted=17.589544, expected=16.000000 predicted=13.425387, expected=24.000000 predicted=18.549404, expected=8.000000 predicted=18.716787, expected=4.000000 predicted=8.581049, expected=24.000000 predicted=15.915471, expected=28.000000 predicted=19.243382, expected=8.000000 predicted=15.278926, expected=24.000000 predicted=15.564322, expected=16.000000 predicted=15.441465, expected=4.000000 predicted=15.926615, expected=12.000000 predicted=16.335752, expected=20.000000 predicted=14.417586, expected=28.000000 predicted=20.026269, expected=32.000000 predicted=20.094180, expected=28.000000 predicted=19.049220, expected=20.000000 predicted=20.761385, expected=12.000000 predicted=20.803511, expected=60.000000 predicted=34.941125, expected=40.000000 predicted=33.629695, expected=24.000000 predicted=28.104683, expected=4.000000 predicted=21.325897, expected=4.000000 predicted=19.565132, expected=12.000000 predicted=27.922251, expected=12.000000 predicted=19.031927, expected=28.000000 predicted=17.530528, expected=28.000000 predicted=15.137254, expected=32.000000 predicted=18.816213, expected=4.000000 predicted=15.167719, expected=24.000000 predicted=20.184364, expected=4.000000 predicted=18.913502, expected=12.000000 predicted=17.859591, expected=8.000000 predicted=15.554610, expected=20.000000 predicted=12.236878, expected=24.000000 predicted=17.935096, expected=48.000000 predicted=21.776299, expected=16.000000 predicted=18.690819, expected=28.000000 predicted=21.497650, expected=16.000000 predicted=23.177372, expected=24.000000 predicted=25.495508, expected=28.000000 predicted=30.032059, expected=32.000000 predicted=24.152307, expected=8.000000 predicted=20.592484, expected=8.000000 predicted=16.490488, expected=4.000000 predicted=16.345975, expected=44.000000 predicted=26.100217, expected=16.000000 predicted=20.321550, expected=24.000000 predicted=15.943352, expected=12.000000 predicted=15.379851, expected=16.000000 predicted=16.606195, expected=16.000000 predicted=23.832384, expected=4.000000 predicted=13.007584, expected=12.000000 predicted=14.851740, expected=60.000000 predicted=25.908883, expected=56.000000 predicted=30.794750, expected=20.000000 predicted=23.290323, expected=16.000000 predicted=21.392302, expected=28.000000 predicted=29.323160, expected=24.000000 predicted=36.784892, expected=12.000000 predicted=27.560216, expected=20.000000 predicted=19.787073, expected=20.000000 predicted=19.688652, expected=8.000000 predicted=17.990405, expected=12.000000 predicted=16.189912, expected=8.000000 predicted=12.369759, expected=12.000000 predicted=14.005673, expected=8.000000 predicted=11.900707, expected=16.000000 predicted=11.032515, expected=12.000000 predicted=11.454906, expected=8.000000 predicted=9.505956, expected=4.000000 predicted=9.050792, expected=20.000000 predicted=12.405846, expected=24.000000 predicted=16.115922, expected=64.000000 predicted=27.636198, expected=16.000000 predicted=18.946587, expected=20.000000 predicted=19.481318, expected=20.000000 predicted=25.527771, expected=8.000000 predicted=22.636024, expected=28.000000 predicted=31.724237, expected=48.000000 predicted=26.886619, expected=20.000000 predicted=22.318276, expected=20.000000 predicted=21.700275, expected=12.000000 predicted=18.851664, expected=4.000000 predicted=20.040734, expected=12.000000 predicted=22.387584, expected=24.000000 predicted=17.811736, expected=32.000000 predicted=20.216174, expected=20.000000 predicted=16.466335, expected=8.000000 predicted=12.631599, expected=8.000000 predicted=14.865987, expected=4.000000 predicted=15.430600, expected=20.000000 predicted=18.773611, expected=12.000000 predicted=13.209875, expected=24.000000 predicted=13.506271, expected=20.000000 predicted=14.445043, expected=44.000000 predicted=22.079767, expected=12.000000 predicted=19.786958, expected=4.000000 predicted=14.703092, expected=28.000000 predicted=23.656805, expected=24.000000 predicted=22.741566, expected=32.000000 predicted=27.875256, expected=12.000000 predicted=16.051228, expected=4.000000 predicted=12.646218, expected=4.000000 predicted=16.781547, expected=12.000000 predicted=16.035992, expected=28.000000 predicted=20.163446, expected=4.000000 predicted=9.337733, expected=20.000000 predicted=11.468537, expected=8.000000 predicted=10.782058, expected=24.000000 predicted=16.689249, expected=24.000000 predicted=20.501175, expected=20.000000 predicted=15.053552, expected=4.000000 predicted=14.464472, expected=12.000000 predicted=13.588996, expected=20.000000 predicted=19.218651, expected=12.000000 predicted=15.999712, expected=8.000000 predicted=12.398858, expected=8.000000 predicted=9.122628, expected=20.000000 predicted=14.457778, expected=48.000000 predicted=24.565256, expected=20.000000 predicted=17.946850, expected=32.000000 predicted=20.993887, expected=20.000000 predicted=21.549051, expected=12.000000 predicted=22.253759, expected=4.000000 predicted=23.050873, expected=8.000000 predicted=15.434780, expected=36.000000 predicted=24.035674, expected=36.000000 predicted=22.453807, expected=8.000000 predicted=13.851896, expected=4.000000 predicted=11.327033, expected=24.000000 predicted=19.224353, expected=8.000000 predicted=20.320450, expected=32.000000 predicted=23.010053, expected=32.000000 predicted=19.000126, expected=8.000000 predicted=13.628253, expected=20.000000 predicted=20.428794, expected=20.000000 predicted=18.784887, expected=16.000000 predicted=22.016030, expected=56.000000 predicted=31.469764, expected=40.000000 predicted=26.300200, expected=16.000000 predicted=23.511694, expected=36.000000 predicted=29.512662, expected=8.000000 predicted=23.982068, expected=12.000000 predicted=29.306273, expected=12.000000 predicted=22.219238, expected=4.000000 predicted=13.318357, expected=28.000000 predicted=21.373312, expected=12.000000 predicted=11.973457, expected=16.000000 predicted=13.478783, expected=24.000000 predicted=16.578266, expected=12.000000 predicted=13.662861, expected=8.000000 predicted=16.371349, expected=28.000000 predicted=17.983105, expected=24.000000 predicted=19.514718, expected=36.000000 predicted=24.302316, expected=32.000000 predicted=22.776030, expected=12.000000 predicted=18.694690, expected=8.000000 predicted=20.954126, expected=20.000000 predicted=22.414883, expected=4.000000 predicted=19.092436, expected=8.000000 predicted=15.257306, expected=28.000000 predicted=15.770368, expected=12.000000 predicted=12.465430, expected=12.000000 predicted=13.837956, expected=4.000000 predicted=8.700083, expected=12.000000 predicted=12.050243, expected=4.000000 predicted=13.041102, expected=8.000000 predicted=8.875758, expected=12.000000 predicted=9.649427, expected=4.000000 predicted=6.178095, expected=4.000000 predicted=7.089504, expected=12.000000 predicted=7.626555, expected=8.000000 predicted=8.050649, expected=24.000000 predicted=12.945236, expected=12.000000 predicted=9.727986, expected=12.000000 predicted=10.355028, expected=8.000000 predicted=11.521180, expected=4.000000 predicted=9.630747, expected=16.000000 predicted=14.924897, expected=12.000000 predicted=11.187573, expected=40.000000 predicted=18.962234, expected=44.000000 predicted=22.830460, expected=40.000000 predicted=24.676746, expected=20.000000 predicted=24.370208, expected=12.000000 predicted=22.483035, expected=12.000000 predicted=27.285900, expected=8.000000 predicted=23.673725, expected=28.000000 predicted=24.564636, expected=36.000000 predicted=22.615148, expected=32.000000 predicted=21.502746, expected=16.000000 predicted=18.615542, expected=12.000000 predicted=17.726653, expected=36.000000 predicted=28.959637, expected=4.000000 predicted=21.691344, expected=28.000000 predicted=23.492130, expected=12.000000 predicted=16.780386, expected=12.000000 predicted=15.544027, expected=12.000000 predicted=18.872153, expected=8.000000 predicted=10.739683, expected=8.000000 predicted=14.410344, expected=12.000000 predicted=11.066851, expected=28.000000 predicted=15.830715, expected=40.000000 predicted=21.087007, expected=20.000000 predicted=17.282625, expected=12.000000 predicted=15.861579, expected=16.000000 predicted=18.952464, expected=12.000000 predicted=21.157189, expected=24.000000 predicted=24.180923, expected=4.000000 predicted=13.435165, expected=8.000000 predicted=11.293282, expected=24.000000 predicted=16.654880, expected=12.000000 predicted=13.675462, expected=12.000000 predicted=14.504019, expected=8.000000 predicted=9.383896, expected=24.000000 predicted=15.540067, expected=8.000000 predicted=14.881689, expected=12.000000 predicted=11.977678, expected=4.000000 predicted=9.959566, expected=32.000000 predicted=16.974134, expected=44.000000 predicted=25.628688, expected=20.000000 predicted=17.717240, expected=12.000000 predicted=16.629064, expected=20.000000 predicted=19.117432, expected=12.000000 predicted=23.202112, expected=12.000000 predicted=21.939894, expected=8.000000 predicted=13.648697, expected=16.000000 predicted=13.676726, expected=36.000000 predicted=21.227115, expected=24.000000 predicted=18.121012, expected=24.000000 predicted=18.774452, expected=32.000000 predicted=22.427353, expected=4.000000 predicted=18.420356, expected=8.000000 predicted=20.616130, expected=24.000000 predicted=21.246970, expected=16.000000 predicted=19.027968, expected=48.000000 predicted=27.764360, expected=12.000000 predicted=15.116121, expected=12.000000 predicted=15.949667, expected=4.000000 predicted=17.107924, expected=4.000000 predicted=14.512899, expected=12.000000 predicted=19.617961, expected=12.000000 predicted=10.340236, expected=32.000000 predicted=15.877383, expected=4.000000 predicted=8.690747, expected=20.000000 predicted=12.899969, expected=28.000000 Test MSE: 185.397
[array([12.89996944])] predicted=91.710266, expected=60.000000 predicted=81.039198, expected=104.000000 predicted=97.961814, expected=116.000000 predicted=104.012487, expected=132.000000 predicted=109.989020, expected=96.000000 predicted=93.211503, expected=100.000000 predicted=97.682560, expected=88.000000 predicted=98.536826, expected=100.000000 predicted=102.620138, expected=44.000000 predicted=80.588585, expected=56.000000 predicted=74.500418, expected=92.000000 predicted=84.267728, expected=52.000000 predicted=62.969164, expected=108.000000 predicted=93.207734, expected=28.000000 predicted=48.171920, expected=148.000000 predicted=101.066754, expected=68.000000 predicted=77.815823, expected=56.000000 predicted=67.885197, expected=116.000000 predicted=103.501589, expected=108.000000 predicted=79.844654, expected=112.000000 predicted=113.099200, expected=80.000000 predicted=87.666245, expected=80.000000 predicted=83.599708, expected=56.000000 predicted=81.199453, expected=68.000000 predicted=79.336959, expected=68.000000 predicted=76.737581, expected=68.000000 predicted=69.337715, expected=60.000000 predicted=66.679260, expected=60.000000 predicted=61.221841, expected=100.000000 predicted=79.582071, expected=40.000000 predicted=56.469915, expected=80.000000 predicted=74.553127, expected=100.000000 predicted=79.570421, expected=112.000000 predicted=87.153908, expected=92.000000 predicted=94.149041, expected=80.000000 predicted=79.615522, expected=96.000000 predicted=92.407885, expected=80.000000 predicted=87.353115, expected=60.000000 predicted=80.779947, expected=80.000000 predicted=82.403636, expected=104.000000 predicted=87.314103, expected=112.000000 predicted=96.748946, expected=64.000000 predicted=79.015876, expected=80.000000 predicted=81.955254, expected=56.000000 predicted=71.075180, expected=92.000000 predicted=86.971714, expected=68.000000 predicted=78.388765, expected=96.000000 predicted=81.574517, expected=84.000000 predicted=81.865413, expected=64.000000 predicted=69.815597, expected=96.000000 predicted=89.911889, expected=68.000000 predicted=71.920700, expected=64.000000 predicted=76.257568, expected=144.000000 predicted=105.989837, expected=64.000000 predicted=71.797678, expected=88.000000 predicted=93.316095, expected=104.000000 predicted=91.973256, expected=84.000000 predicted=81.407646, expected=92.000000 predicted=102.869263, expected=72.000000 predicted=77.551124, expected=84.000000 predicted=85.462472, expected=108.000000 predicted=97.079458, expected=44.000000 predicted=68.090139, expected=80.000000 predicted=83.886456, expected=120.000000 predicted=92.278312, expected=96.000000 predicted=87.861414, expected=104.000000 predicted=102.559265, expected=140.000000 predicted=106.418305, expected=92.000000 predicted=96.579762, expected=68.000000 predicted=96.715543, expected=32.000000 predicted=70.554747, expected=124.000000 predicted=100.197061, expected=40.000000 predicted=70.869286, expected=112.000000 predicted=93.634296, expected=32.000000 predicted=58.081284, expected=92.000000 predicted=71.467456, expected=80.000000 predicted=85.605346, expected=72.000000 predicted=65.484339, expected=68.000000 predicted=81.055380, expected=80.000000 predicted=67.775552, expected=136.000000 predicted=102.772998, expected=124.000000 predicted=101.904388, expected=132.000000 predicted=112.275529, expected=136.000000 predicted=118.541043, expected=56.000000 predicted=89.385700, expected=112.000000 predicted=117.699812, expected=56.000000 predicted=85.930573, expected=60.000000 predicted=83.661544, expected=48.000000 predicted=75.311673, expected=44.000000 predicted=52.038201, expected=68.000000 predicted=70.130490, expected=68.000000 predicted=59.397456, expected=124.000000 predicted=86.398585, expected=100.000000 predicted=82.109139, expected=76.000000 predicted=78.039676, expected=108.000000 predicted=96.085033, expected=64.000000 predicted=76.306144, expected=116.000000 predicted=106.419135, expected=92.000000 predicted=92.954795, expected=116.000000 predicted=99.746144, expected=64.000000 predicted=87.889959, expected=68.000000 predicted=77.737887, expected=76.000000 predicted=85.986417, expected=88.000000 predicted=82.671870, expected=92.000000 predicted=90.601440, expected=24.000000 predicted=55.217478, expected=64.000000 predicted=67.645082, expected=64.000000 predicted=63.876464, expected=140.000000 predicted=96.460497, expected=260.000000 predicted=158.286114, expected=156.000000 predicted=125.315305, expected=124.000000 predicted=134.844807, expected=104.000000 predicted=122.294472, expected=100.000000 predicted=123.051185, expected=84.000000 predicted=130.604017, expected=100.000000 predicted=110.775964, expected=116.000000 predicted=109.374885, expected=76.000000 predicted=90.612751, expected=64.000000 predicted=84.082296, expected=80.000000 predicted=82.684301, expected=72.000000 predicted=78.910012, expected=36.000000 predicted=65.915107, expected=28.000000 predicted=50.846848, expected=52.000000 predicted=52.281983, expected=84.000000 predicted=66.546371, expected=12.000000 predicted=39.088918, expected=24.000000 predicted=36.699179, expected=12.000000 predicted=24.570996, expected=24.000000 predicted=28.721706, expected=16.000000 predicted=30.127110, expected=4.000000 predicted=10.808337, expected=48.000000 predicted=30.360623, expected=104.000000 predicted=54.150219, expected=84.000000 predicted=58.618023, expected=164.000000 predicted=102.079339, expected=60.000000 predicted=67.025710, expected=108.000000 predicted=96.636138, expected=144.000000 predicted=120.252795, expected=180.000000 predicted=134.707465, expected=112.000000 predicted=131.999164, expected=128.000000 predicted=121.717180, expected=120.000000 predicted=124.237110, expected=176.000000 predicted=150.574001, expected=188.000000 predicted=167.159147, expected=336.000000 predicted=227.025198, expected=376.000000 predicted=273.955565, expected=280.000000 predicted=256.366576, expected=212.000000 predicted=245.986082, expected=288.000000 predicted=270.099137, expected=280.000000 predicted=284.509360, expected=272.000000 predicted=289.602705, expected=504.000000 predicted=379.573349, expected=508.000000 predicted=391.870261, expected=268.000000 predicted=327.223569, expected=248.000000 predicted=318.952348, expected=196.000000 predicted=258.631713, expected=120.000000 predicted=245.165368, expected=60.000000 predicted=192.851944, expected=76.000000 predicted=125.617040, expected=68.000000 predicted=104.607893, expected=20.000000 predicted=67.299141, expected=24.000000 predicted=51.252482, expected=48.000000 predicted=44.700548, expected=12.000000 predicted=28.507208, expected=28.000000 predicted=36.549923, expected=56.000000 predicted=39.881170, expected=40.000000 predicted=34.218965, expected=56.000000 predicted=51.497662, expected=24.000000 predicted=29.293244, expected=48.000000 predicted=42.174037, expected=16.000000 predicted=30.145570, expected=48.000000 predicted=41.201341, expected=64.000000 predicted=53.266136, expected=24.000000 predicted=30.096180, expected=44.000000 predicted=46.388886, expected=16.000000 predicted=22.733060, expected=36.000000 predicted=35.867170, expected=16.000000 predicted=28.673548, expected=32.000000 predicted=27.862979, expected=36.000000 predicted=34.302290, expected=32.000000 predicted=27.874652, expected=28.000000 predicted=31.341865, expected=44.000000 predicted=34.840630, expected=40.000000 predicted=36.381065, expected=20.000000 predicted=28.618569, expected=64.000000 predicted=49.140860, expected=28.000000 predicted=30.754089, expected=80.000000 predicted=61.742091, expected=40.000000 predicted=44.242605, expected=40.000000 predicted=40.560449, expected=40.000000 predicted=47.578205, expected=68.000000 predicted=51.119095, expected=100.000000 predicted=80.645591, expected=148.000000 predicted=105.099308, expected=124.000000 predicted=104.400416, expected=120.000000 predicted=108.896680, expected=80.000000 predicted=92.778179, expected=92.000000 predicted=97.705132, expected=44.000000 predicted=77.670030, expected=80.000000 predicted=85.516763, expected=72.000000 predicted=79.123047, expected=88.000000 predicted=80.196993, expected=124.000000 predicted=105.093946, expected=56.000000 predicted=65.839323, expected=204.000000 predicted=147.452409, expected=32.000000 predicted=68.436683, expected=24.000000 predicted=63.284077, expected=76.000000 predicted=82.530078, expected=108.000000 predicted=75.582780, expected=92.000000 predicted=107.851632, expected=108.000000 predicted=90.747301, expected=116.000000 predicted=94.536174, expected=52.000000 predicted=73.459362, expected=52.000000 predicted=75.127758, expected=80.000000 predicted=77.469453, expected=108.000000 predicted=92.661932, expected=92.000000 predicted=93.939073, expected=80.000000 predicted=80.285130, expected=72.000000 predicted=74.459307, expected=56.000000 predicted=67.495402, expected=44.000000 predicted=63.160150, expected=64.000000 predicted=66.250365, expected=112.000000 predicted=87.537049, expected=64.000000 predicted=69.030778, expected=80.000000 predicted=77.503325, expected=132.000000 predicted=99.673502, expected=80.000000 predicted=80.716273, expected=56.000000 predicted=81.611006, expected=60.000000 predicted=68.214357, expected=76.000000 predicted=71.591368, expected=112.000000 predicted=100.718979, expected=88.000000 predicted=85.485610, expected=104.000000 predicted=92.866105, expected=28.000000 predicted=56.110317, expected=96.000000 predicted=85.255673, expected=72.000000 predicted=78.031302, expected=92.000000 predicted=84.461881, expected=84.000000 predicted=88.517354, expected=124.000000 predicted=93.346943, expected=36.000000 predicted=67.385056, expected=48.000000 predicted=63.890990, expected=104.000000 predicted=87.981365, expected=100.000000 predicted=84.534408, expected=120.000000 predicted=111.954317, expected=56.000000 predicted=68.939134, expected=88.000000 predicted=82.166941, expected=96.000000 predicted=92.857730, expected=60.000000 predicted=74.145732, expected=136.000000 predicted=116.297386, expected=80.000000 predicted=79.842613, expected=40.000000 predicted=67.795591, expected=88.000000 predicted=87.044631, expected=44.000000 predicted=52.977560, expected=56.000000 predicted=72.747813, expected=60.000000 predicted=63.105055, expected=100.000000 predicted=73.952244, expected=64.000000 predicted=71.280143, expected=52.000000 predicted=59.062116, expected=88.000000 predicted=75.738613, expected=48.000000 predicted=55.776978, expected=80.000000 predicted=79.315768, expected=112.000000 predicted=88.969737, expected=56.000000 predicted=63.822650, expected=64.000000 predicted=75.738740, expected=56.000000 predicted=59.185531, expected=32.000000 predicted=49.241053, expected=56.000000 predicted=64.326754, expected=64.000000 predicted=56.285395, expected=92.000000 predicted=74.308564, expected=104.000000 predicted=84.870023, expected=64.000000 predicted=66.279166, expected=64.000000 predicted=70.153224, expected=68.000000 predicted=68.575303, expected=52.000000 predicted=63.374665, expected=72.000000 predicted=74.625637, expected=84.000000 predicted=73.203544, expected=36.000000 predicted=52.434139, expected=60.000000 predicted=63.141707, expected=76.000000 predicted=64.444160, expected=64.000000 predicted=63.968014, expected=64.000000 predicted=69.249103, expected=68.000000 predicted=61.461168, expected=60.000000 predicted=61.495580, expected=64.000000 predicted=66.273830, expected=84.000000 predicted=73.479315, expected=88.000000 predicted=77.606787, expected=100.000000 predicted=87.977137, expected=56.000000 predicted=67.946903, expected=64.000000 predicted=69.821371, expected=88.000000 predicted=80.806549, expected=68.000000 predicted=72.181035, expected=72.000000 predicted=78.563385, expected=68.000000 predicted=67.505976, expected=64.000000 predicted=65.620958, expected=48.000000 predicted=61.590538, expected=80.000000 predicted=71.058511, expected=104.000000 predicted=84.563582, expected=68.000000 predicted=72.073418, expected=128.000000 predicted=103.007857, expected=104.000000 predicted=90.910126, expected=116.000000 predicted=106.312778, expected=104.000000 predicted=107.183203, expected=92.000000 predicted=92.890111, expected=104.000000 predicted=107.996999, expected=112.000000 predicted=106.115823, expected=112.000000 predicted=110.188420, expected=60.000000 predicted=84.293437, expected=52.000000 predicted=72.923238, expected=68.000000 predicted=74.640905, expected=96.000000 predicted=86.900709, expected=72.000000 predicted=80.000471, expected=68.000000 predicted=70.949164, expected=56.000000 predicted=61.546077, expected=72.000000 predicted=68.731463, expected=76.000000 predicted=75.740949, expected=24.000000 predicted=47.418761, expected=32.000000 predicted=46.804825, expected=52.000000 predicted=48.024527, expected=88.000000 predicted=68.374298, expected=108.000000 predicted=86.594217, expected=64.000000 predicted=63.817611, expected=144.000000 predicted=105.754568, expected=68.000000 predicted=75.533649, expected=36.000000 predicted=66.428342, expected=56.000000 predicted=71.347905, expected=76.000000 predicted=64.900749, expected=28.000000 predicted=59.097642, expected=80.000000 predicted=69.942516, expected=92.000000 predicted=69.842027, expected=84.000000 predicted=74.975313, expected=92.000000 predicted=87.577909, expected=68.000000 predicted=66.968801, expected=112.000000 predicted=96.398805, expected=88.000000 predicted=88.684552, expected=48.000000 predicted=69.479856, expected=64.000000 predicted=74.267852, expected=48.000000 predicted=55.869663, expected=76.000000 predicted=75.747357, expected=64.000000 predicted=67.353138, expected=48.000000 predicted=53.623709, expected=92.000000 predicted=76.855997, expected=32.000000 predicted=45.841507, expected=76.000000 predicted=71.420535, expected=80.000000 predicted=70.387778, expected=68.000000 predicted=64.129117, expected=56.000000 predicted=68.792841, expected=676.000000 predicted=357.062564, expected=32.000000 predicted=149.008951, expected=496.000000 predicted=283.924011, expected=160.000000 predicted=282.928178, expected=348.000000 predicted=194.282789, expected=128.000000 predicted=368.487649, expected=112.000000 predicted=126.523884, expected=44.000000 predicted=181.819944, expected=100.000000 predicted=94.381090, expected=24.000000 predicted=110.299539, expected=12.000000 predicted=42.754889, expected=44.000000 predicted=49.321794, expected=16.000000 predicted=27.937076, expected=8.000000 predicted=27.798515, expected=16.000000 predicted=17.688882, expected=4.000000 predicted=9.642794, expected=24.000000 predicted=18.578380, expected=76.000000 predicted=39.357477, expected=104.000000 predicted=64.522483, expected=112.000000 predicted=83.940286, expected=40.000000 predicted=65.271318, expected=84.000000 predicted=65.612014, expected=104.000000 predicted=89.188955, expected=108.000000 predicted=96.738164, expected=76.000000 predicted=94.945962, expected=84.000000 predicted=78.750397, expected=44.000000 predicted=70.828528, expected=92.000000 predicted=76.603562, expected=80.000000 predicted=85.558579, expected=32.000000 predicted=58.592763, expected=88.000000 predicted=70.762628, expected=56.000000 predicted=63.822850, expected=92.000000 predicted=74.314575, expected=84.000000 predicted=84.654410, expected=64.000000 predicted=66.046470, expected=64.000000 predicted=72.377103, expected=44.000000 predicted=57.060867, expected=88.000000 predicted=70.681298, expected=60.000000 predicted=71.198960, expected=72.000000 predicted=65.369970, expected=72.000000 predicted=71.792669, expected=88.000000 predicted=71.909571, expected=72.000000 predicted=79.408806, expected=124.000000 predicted=90.408436, expected=96.000000 predicted=98.277771, expected=64.000000 predicted=80.251867, expected=92.000000 predicted=86.867175, expected=68.000000 predicted=77.744905, expected=60.000000 predicted=74.802613, expected=56.000000 predicted=68.044605, expected=64.000000 predicted=61.158967, expected=56.000000 predicted=64.151860, expected=36.000000 predicted=50.975102, expected=48.000000 predicted=48.323250, expected=44.000000 predicted=47.279218, expected=76.000000 predicted=57.982093, expected=60.000000 predicted=61.857504, expected=32.000000 predicted=45.609606, expected=76.000000 predicted=57.314117, expected=88.000000 predicted=70.022825, expected=80.000000 predicted=76.467243, expected=16.000000 predicted=54.201410, expected=56.000000 predicted=45.233019, expected=44.000000 predicted=53.480849, expected=104.000000 predicted=70.053285, expected=56.000000 predicted=73.683214, expected=40.000000 predicted=46.391357, expected=64.000000 predicted=59.411630, expected=64.000000 predicted=57.491674, expected=56.000000 predicted=64.522827, expected=48.000000 predicted=54.664650, expected=88.000000 predicted=63.513090, expected=92.000000 predicted=79.224423, expected=44.000000 Test MSE: 3206.069
[array([12.89996944]), array([79.22442274])] predicted=70.220567, expected=48.000000 predicted=51.201801, expected=84.000000 predicted=59.651105, expected=76.000000 predicted=59.800698, expected=84.000000 predicted=61.667331, expected=56.000000 predicted=63.775229, expected=20.000000 predicted=46.965975, expected=60.000000 predicted=67.606772, expected=52.000000 predicted=56.088654, expected=120.000000 predicted=83.797840, expected=116.000000 predicted=81.190965, expected=72.000000 predicted=62.599166, expected=36.000000 predicted=66.902202, expected=24.000000 predicted=52.076400, expected=28.000000 predicted=63.436220, expected=44.000000 predicted=61.759435, expected=52.000000 predicted=50.755693, expected=64.000000 predicted=47.106380, expected=100.000000 predicted=60.488422, expected=40.000000 predicted=44.446044, expected=48.000000 predicted=55.355066, expected=28.000000 predicted=47.170528, expected=60.000000 predicted=55.641177, expected=108.000000 predicted=83.944546, expected=96.000000 predicted=65.795786, expected=36.000000 predicted=55.651882, expected=64.000000 predicted=60.935851, expected=72.000000 predicted=66.229997, expected=64.000000 predicted=74.966545, expected=48.000000 predicted=68.767736, expected=72.000000 predicted=58.348683, expected=132.000000 predicted=87.397894, expected=72.000000 predicted=72.336441, expected=36.000000 predicted=64.270945, expected=36.000000 predicted=56.752268, expected=28.000000 predicted=49.498896, expected=68.000000 predicted=77.276698, expected=104.000000 predicted=72.790640, expected=132.000000 predicted=78.562027, expected=96.000000 predicted=76.441184, expected=40.000000 predicted=59.708478, expected=108.000000 predicted=93.314021, expected=68.000000 predicted=81.668483, expected=84.000000 predicted=96.076100, expected=148.000000 predicted=111.614436, expected=196.000000 predicted=113.797119, expected=76.000000 predicted=103.140780, expected=92.000000 predicted=104.651115, expected=120.000000 predicted=111.004386, expected=60.000000 predicted=98.148815, expected=84.000000 predicted=123.750808, expected=92.000000 predicted=85.632138, expected=148.000000 predicted=108.127669, expected=96.000000 predicted=104.061748, expected=76.000000 predicted=84.003859, expected=104.000000 predicted=100.603837, expected=52.000000 predicted=76.656704, expected=76.000000 predicted=101.168811, expected=116.000000 predicted=97.162840, expected=96.000000 predicted=82.927836, expected=112.000000 predicted=104.464416, expected=88.000000 predicted=82.511498, expected=100.000000 predicted=93.334823, expected=84.000000 predicted=98.901228, expected=52.000000 predicted=78.856513, expected=56.000000 predicted=82.568901, expected=148.000000 predicted=103.302825, expected=68.000000 predicted=78.794113, expected=92.000000 predicted=91.315277, expected=80.000000 predicted=78.318214, expected=48.000000 predicted=61.625380, expected=100.000000 predicted=108.114485, expected=160.000000 predicted=102.605591, expected=152.000000 predicted=113.682958, expected=84.000000 predicted=98.329117, expected=64.000000 predicted=83.983749, expected=112.000000 predicted=107.513517, expected=88.000000 predicted=108.704109, expected=68.000000 predicted=100.926581, expected=88.000000 predicted=88.443549, expected=92.000000 predicted=79.582691, expected=64.000000 predicted=84.394380, expected=28.000000 predicted=64.871208, expected=68.000000 predicted=68.530990, expected=76.000000 predicted=71.394436, expected=56.000000 predicted=66.462276, expected=104.000000 predicted=80.215280, expected=96.000000 predicted=67.111370, expected=56.000000 predicted=68.583729, expected=88.000000 predicted=85.436385, expected=36.000000 predicted=55.496485, expected=36.000000 predicted=67.292769, expected=56.000000 predicted=68.407865, expected=64.000000 predicted=54.073747, expected=80.000000 predicted=72.615374, expected=88.000000 predicted=63.774560, expected=68.000000 predicted=60.139315, expected=124.000000 predicted=89.291728, expected=12.000000 predicted=51.513530, expected=64.000000 predicted=75.229478, expected=96.000000 predicted=83.219355, expected=128.000000 predicted=84.964199, expected=80.000000 predicted=95.808057, expected=64.000000 predicted=61.373264, expected=76.000000 predicted=78.777077, expected=80.000000 predicted=83.144240, expected=112.000000 predicted=104.259277, expected=92.000000 predicted=85.452100, expected=140.000000 predicted=102.278353, expected=192.000000 predicted=129.135853, expected=144.000000 predicted=119.861375, expected=168.000000 predicted=148.968985, expected=80.000000 predicted=111.449884, expected=144.000000 predicted=143.413681, expected=192.000000 predicted=170.849243, expected=160.000000 predicted=145.413051, expected=44.000000 predicted=121.175320, expected=64.000000 predicted=97.949330, expected=64.000000 predicted=99.293488, expected=36.000000 predicted=91.320085, expected=56.000000 predicted=88.492466, expected=56.000000 predicted=50.615999, expected=120.000000 predicted=80.105138, expected=36.000000 predicted=54.055216, expected=28.000000 predicted=47.177407, expected=52.000000 predicted=58.069663, expected=52.000000 predicted=48.708222, expected=52.000000 predicted=69.342207, expected=68.000000 predicted=52.811916, expected=84.000000 predicted=57.556387, expected=80.000000 predicted=66.364125, expected=64.000000 predicted=64.309547, expected=72.000000 predicted=68.080700, expected=48.000000 predicted=61.794987, expected=100.000000 predicted=83.989776, expected=68.000000 predicted=70.995739, expected=112.000000 predicted=85.270854, expected=72.000000 predicted=76.783295, expected=68.000000 predicted=68.599467, expected=84.000000 predicted=89.599811, expected=48.000000 predicted=62.431256, expected=56.000000 predicted=77.928366, expected=48.000000 predicted=60.243310, expected=72.000000 predicted=64.512754, expected=88.000000 predicted=76.036271, expected=28.000000 predicted=46.027416, expected=64.000000 predicted=63.684814, expected=40.000000 predicted=48.281020, expected=48.000000 predicted=55.020945, expected=88.000000 predicted=75.440305, expected=64.000000 predicted=49.366907, expected=72.000000 predicted=67.980483, expected=36.000000 predicted=49.429210, expected=40.000000 predicted=50.145130, expected=32.000000 predicted=55.002192, expected=44.000000 predicted=48.153410, expected=60.000000 predicted=56.032415, expected=88.000000 predicted=57.350158, expected=28.000000 predicted=41.174874, expected=32.000000 predicted=42.928079, expected=60.000000 predicted=52.616907, expected=48.000000 predicted=48.172237, expected=104.000000 predicted=80.250689, expected=104.000000 predicted=67.119240, expected=192.000000 predicted=108.292814, expected=68.000000 predicted=81.688852, expected=80.000000 predicted=88.179254, expected=92.000000 predicted=104.047728, expected=80.000000 predicted=88.151547, expected=148.000000 predicted=140.383524, expected=88.000000 predicted=84.851717, expected=60.000000 predicted=82.572671, expected=32.000000 predicted=73.745765, expected=32.000000 predicted=58.867443, expected=48.000000 predicted=76.771752, expected=32.000000 predicted=49.924240, expected=60.000000 predicted=52.830237, expected=68.000000 predicted=48.909232, expected=72.000000 predicted=53.110151, expected=68.000000 predicted=60.675217, expected=28.000000 predicted=42.721802, expected=36.000000 predicted=51.740400, expected=40.000000 predicted=50.254199, expected=40.000000 predicted=47.960339, expected=80.000000 predicted=62.499026, expected=60.000000 predicted=46.128667, expected=48.000000 predicted=48.323242, expected=12.000000 predicted=37.277409, expected=68.000000 predicted=52.980735, expected=36.000000 predicted=49.479848, expected=28.000000 predicted=41.735158, expected=72.000000 predicted=55.755907, expected=56.000000 predicted=37.926347, expected=72.000000 predicted=63.978105, expected=84.000000 predicted=62.794880, expected=48.000000 predicted=48.826792, expected=40.000000 predicted=59.906303, expected=36.000000 predicted=50.020647, expected=88.000000 predicted=68.960588, expected=88.000000 predicted=73.371333, expected=32.000000 predicted=48.129904, expected=52.000000 predicted=56.026441, expected=52.000000 predicted=49.482431, expected=56.000000 predicted=62.487960, expected=48.000000 predicted=60.892028, expected=40.000000 predicted=41.858966, expected=72.000000 predicted=58.656966, expected=52.000000 predicted=51.092890, expected=36.000000 predicted=48.356816, expected=68.000000 predicted=57.916840, expected=40.000000 predicted=43.098253, expected=48.000000 predicted=55.942614, expected=48.000000 predicted=50.111207, expected=56.000000 predicted=46.876231, expected=52.000000 predicted=55.616578, expected=48.000000 predicted=46.899480, expected=32.000000 predicted=43.432180, expected=40.000000 predicted=44.644836, expected=40.000000 predicted=44.731792, expected=52.000000 predicted=47.164218, expected=88.000000 predicted=60.758900, expected=152.000000 predicted=84.079946, expected=76.000000 predicted=67.880910, expected=76.000000 predicted=76.632487, expected=328.000000 predicted=172.758790, expected=80.000000 predicted=97.747321, expected=72.000000 predicted=134.535084, expected=76.000000 predicted=106.196782, expected=984.000000 predicted=391.688775, expected=44.000000 predicted=232.239626, expected=96.000000 predicted=205.640136, expected=60.000000 predicted=313.992838, expected=76.000000 predicted=76.005827, expected=76.000000 predicted=369.634531, expected=68.000000 predicted=63.315891, expected=48.000000 predicted=71.302845, expected=48.000000 predicted=60.282005, expected=36.000000 predicted=56.286218, expected=56.000000 predicted=56.591504, expected=788.000000 predicted=270.453722, expected=100.000000 predicted=132.490909, expected=120.000000 predicted=174.270573, expected=104.000000 predicted=234.495956, expected=40.000000 predicted=116.750783, expected=56.000000 predicted=267.662206, expected=104.000000 predicted=90.022860, expected=52.000000 predicted=74.871992, expected=56.000000 predicted=72.535822, expected=48.000000 predicted=58.420227, expected=32.000000 predicted=50.364368, expected=76.000000 predicted=68.820910, expected=36.000000 predicted=46.872232, expected=104.000000 predicted=64.847043, expected=52.000000 predicted=57.913257, expected=68.000000 predicted=57.193239, expected=64.000000 predicted=71.481032, expected=20.000000 predicted=45.857512, expected=48.000000 predicted=64.111559, expected=48.000000 predicted=49.141512, expected=92.000000 predicted=60.483219, expected=124.000000 predicted=76.007325, expected=52.000000 predicted=56.931612, expected=56.000000 predicted=69.216062, expected=36.000000 predicted=62.724118, expected=36.000000 predicted=59.852946, expected=36.000000 predicted=61.159884, expected=88.000000 predicted=55.228893, expected=108.000000 predicted=66.351854, expected=72.000000 predicted=60.972195, expected=48.000000 predicted=62.678644, expected=84.000000 predicted=71.829397, expected=52.000000 predicted=70.323029, expected=60.000000 predicted=72.124767, expected=64.000000 predicted=66.566238, expected=60.000000 predicted=57.487661, expected=28.000000 predicted=56.812561, expected=56.000000 predicted=54.182822, expected=52.000000 predicted=53.151936, expected=44.000000 predicted=49.102346, expected=60.000000 predicted=54.535909, expected=64.000000 predicted=49.652514, expected=140.000000 predicted=78.307055, expected=84.000000 predicted=73.263322, expected=68.000000 predicted=72.787558, expected=76.000000 predicted=83.645049, expected=44.000000 predicted=68.357841, expected=104.000000 predicted=94.257665, expected=56.000000 predicted=70.607314, expected=48.000000 predicted=62.075070, expected=60.000000 predicted=69.026626, expected=64.000000 predicted=57.525341, expected=60.000000 predicted=68.255816, expected=36.000000 predicted=52.215028, expected=60.000000 predicted=55.240270, expected=128.000000 predicted=75.810712, expected=116.000000 predicted=79.590679, expected=72.000000 predicted=77.409601, expected=84.000000 predicted=82.636923, expected=60.000000 predicted=78.599276, expected=48.000000 predicted=81.292988, expected=104.000000 predicted=89.139450, expected=104.000000 predicted=79.655067, expected=68.000000 predicted=76.489552, expected=24.000000 predicted=64.258053, expected=68.000000 predicted=67.243016, expected=32.000000 predicted=62.483101, expected=40.000000 predicted=56.527601, expected=48.000000 predicted=51.848643, expected=68.000000 predicted=44.999307, expected=116.000000 predicted=71.405487, expected=80.000000 predicted=62.906341, expected=84.000000 predicted=72.653233, expected=60.000000 predicted=73.341165, expected=24.000000 predicted=61.991548, expected=80.000000 predicted=80.277207, expected=80.000000 predicted=68.937307, expected=60.000000 predicted=63.913064, expected=44.000000 predicted=59.804718, expected=56.000000 predicted=53.520940, expected=44.000000 predicted=58.722469, expected=52.000000 predicted=57.160167, expected=64.000000 predicted=56.350119, expected=56.000000 predicted=51.280510, expected=104.000000 predicted=69.035561, expected=24.000000 predicted=50.768578, expected=56.000000 predicted=58.509958, expected=24.000000 predicted=53.382921, expected=48.000000 predicted=47.109127, expected=28.000000 predicted=52.261515, expected=64.000000 predicted=40.603831, expected=88.000000 predicted=58.627285, expected=132.000000 predicted=68.783352, expected=28.000000 predicted=58.888624, expected=48.000000 predicted=60.720930, expected=32.000000 predicted=62.324467, expected=44.000000 predicted=55.635651, expected=68.000000 predicted=69.492085, expected=60.000000 predicted=45.340353, expected=60.000000 predicted=53.662642, expected=40.000000 predicted=48.342292, expected=60.000000 predicted=54.462381, expected=56.000000 predicted=58.026914, expected=64.000000 predicted=56.970444, expected=92.000000 predicted=67.653687, expected=112.000000 predicted=73.204415, expected=80.000000 predicted=76.181855, expected=64.000000 predicted=75.507754, expected=116.000000 predicted=91.156427, expected=92.000000 predicted=89.895197, expected=76.000000 predicted=89.682061, expected=88.000000 predicted=89.138969, expected=132.000000 predicted=95.474196, expected=76.000000 predicted=94.160533, expected=20.000000 predicted=73.892753, expected=84.000000 predicted=83.126361, expected=60.000000 predicted=70.841815, expected=96.000000 predicted=83.731354, expected=64.000000 predicted=70.927671, expected=252.000000 predicted=110.910187, expected=160.000000 predicted=122.396266, expected=144.000000 predicted=123.460175, expected=148.000000 predicted=151.873810, expected=136.000000 predicted=132.665449, expected=16.000000 predicted=134.024624, expected=72.000000 predicted=112.738440, expected=136.000000 predicted=115.253233, expected=76.000000 predicted=91.105690, expected=60.000000 predicted=89.949291, expected=100.000000 predicted=77.877670, expected=56.000000 predicted=72.913353, expected=116.000000 predicted=99.541784, expected=104.000000 predicted=89.308277, expected=172.000000 predicted=105.676036, expected=72.000000 predicted=101.537462, expected=92.000000 predicted=95.663272, expected=76.000000 predicted=105.873076, expected=48.000000 predicted=80.945799, expected=56.000000 predicted=92.460044, expected=80.000000 predicted=70.950681, expected=12.000000 predicted=54.133040, expected=84.000000 predicted=66.493572, expected=40.000000 predicted=51.156405, expected=60.000000 predicted=52.187474, expected=68.000000 predicted=66.211140, expected=32.000000 predicted=39.240045, expected=76.000000 predicted=66.995930, expected=88.000000 predicted=62.696724, expected=72.000000 predicted=64.024793, expected=32.000000 predicted=60.601405, expected=64.000000 predicted=58.967177, expected=44.000000 predicted=59.450724, expected=68.000000 predicted=62.991961, expected=108.000000 predicted=74.431373, expected=100.000000 predicted=68.575899, expected=56.000000 predicted=71.512210, expected=52.000000 predicted=68.148488, expected=52.000000 predicted=67.909727, expected=32.000000 predicted=62.593233, expected=92.000000 predicted=72.541732, expected=92.000000 predicted=66.072094, expected=88.000000 predicted=68.501255, expected=36.000000 predicted=63.215539, expected=92.000000 predicted=71.028751, expected=88.000000 predicted=82.584026, expected=52.000000 predicted=69.776302, expected=84.000000 predicted=80.933118, expected=84.000000 predicted=69.516921, expected=100.000000 predicted=84.797431, expected=68.000000 predicted=80.622757, expected=40.000000 predicted=64.393380, expected=52.000000 predicted=70.728599, expected=56.000000 predicted=64.358470, expected=40.000000 predicted=58.880637, expected=56.000000 predicted=55.421514, expected=64.000000 predicted=52.098265, expected=56.000000 predicted=52.997481, expected=80.000000 predicted=63.062482, expected=44.000000 predicted=52.983295, expected=40.000000 predicted=53.732534, expected=104.000000 predicted=72.422017, expected=80.000000 predicted=65.050513, expected=44.000000 predicted=63.916038, expected=68.000000 predicted=66.461179, expected=56.000000 predicted=58.761041, expected=48.000000 predicted=65.639691, expected=44.000000 predicted=58.877103, expected=36.000000 predicted=45.624887, expected=144.000000 predicted=78.391474, expected=84.000000 predicted=68.499153, expected=80.000000 predicted=71.803395, expected=72.000000 predicted=79.325010, expected=68.000000 predicted=69.422265, expected=64.000000 Test MSE: 5188.922
[array([12.89996944]), array([79.22442274]), array([69.42226475])] predicted=34.398556, expected=40.000000 predicted=34.075221, expected=36.000000 predicted=33.174468, expected=28.000000 predicted=32.512519, expected=20.000000 predicted=30.946468, expected=28.000000 predicted=30.889708, expected=40.000000 predicted=33.290566, expected=16.000000 predicted=26.455040, expected=20.000000 predicted=24.106001, expected=8.000000 predicted=21.758774, expected=16.000000 predicted=20.832341, expected=28.000000 predicted=22.400963, expected=24.000000 predicted=18.891788, expected=36.000000 predicted=22.616139, expected=12.000000 predicted=19.910297, expected=16.000000 predicted=20.844036, expected=12.000000 predicted=21.453636, expected=20.000000 predicted=20.108513, expected=8.000000 predicted=16.407941, expected=8.000000 predicted=11.750128, expected=24.000000 predicted=16.030608, expected=12.000000 predicted=13.947909, expected=16.000000 predicted=13.826308, expected=4.000000 predicted=11.585688, expected=16.000000 predicted=13.527059, expected=20.000000 predicted=16.233858, expected=20.000000 predicted=14.688825, expected=28.000000 predicted=17.932942, expected=12.000000 predicted=16.237816, expected=12.000000 predicted=16.933369, expected=20.000000 predicted=19.471740, expected=12.000000 predicted=17.021760, expected=24.000000 predicted=17.990168, expected=8.000000 predicted=14.307341, expected=36.000000 predicted=19.763182, expected=36.000000 predicted=24.676433, expected=4.000000 predicted=17.363326, expected=16.000000 predicted=19.647835, expected=16.000000 predicted=20.863230, expected=48.000000 predicted=27.860168, expected=12.000000 predicted=20.507584, expected=20.000000 predicted=17.768408, expected=12.000000 predicted=21.507459, expected=8.000000 predicted=18.682576, expected=4.000000 predicted=15.834479, expected=16.000000 predicted=12.670902, expected=16.000000 predicted=13.090456, expected=16.000000 predicted=11.669583, expected=20.000000 predicted=13.746961, expected=12.000000 predicted=13.925403, expected=8.000000 predicted=13.728549, expected=8.000000 predicted=13.108559, expected=32.000000 predicted=17.807673, expected=20.000000 predicted=16.946878, expected=32.000000 predicted=18.541851, expected=20.000000 predicted=20.416457, expected=12.000000 predicted=19.525775, expected=12.000000 predicted=20.733410, expected=4.000000 predicted=16.048646, expected=28.000000 predicted=18.834389, expected=48.000000 predicted=23.823034, expected=8.000000 predicted=16.402220, expected=8.000000 predicted=15.371133, expected=4.000000 predicted=17.534949, expected=8.000000 predicted=17.345701, expected=8.000000 predicted=13.347402, expected=20.000000 predicted=10.159982, expected=8.000000 predicted=9.033419, expected=12.000000 predicted=9.423070, expected=16.000000 predicted=12.777803, expected=24.000000 predicted=15.592246, expected=16.000000 predicted=15.600370, expected=8.000000 predicted=12.807679, expected=8.000000 predicted=13.656346, expected=24.000000 predicted=17.408719, expected=8.000000 predicted=14.069726, expected=20.000000 predicted=13.551073, expected=24.000000 predicted=16.753733, expected=24.000000 predicted=18.222781, expected=4.000000 predicted=15.470303, expected=8.000000 predicted=13.911586, expected=16.000000 predicted=17.145965, expected=20.000000 predicted=16.478530, expected=4.000000 predicted=11.108535, expected=24.000000 predicted=13.361270, expected=28.000000 predicted=18.618529, expected=24.000000 predicted=18.858119, expected=24.000000 predicted=20.372041, expected=28.000000 predicted=22.830479, expected=8.000000 predicted=21.235737, expected=8.000000 predicted=18.526541, expected=36.000000 predicted=23.893616, expected=16.000000 predicted=19.812997, expected=4.000000 predicted=13.828101, expected=4.000000 predicted=12.546274, expected=8.000000 predicted=13.180444, expected=20.000000 predicted=15.294825, expected=4.000000 predicted=8.373078, expected=32.000000 predicted=13.217117, expected=24.000000 predicted=16.828514, expected=16.000000 predicted=15.851895, expected=8.000000 predicted=16.401723, expected=20.000000 predicted=18.225409, expected=8.000000 predicted=17.460798, expected=16.000000 predicted=14.796881, expected=4.000000 predicted=11.622271, expected=8.000000 predicted=10.068618, expected=8.000000 predicted=10.871039, expected=4.000000 predicted=7.445075, expected=8.000000 predicted=7.844172, expected=4.000000 predicted=5.930235, expected=8.000000 predicted=6.542538, expected=16.000000 predicted=8.887645, expected=8.000000 predicted=7.733543, expected=24.000000 predicted=12.061340, expected=12.000000 predicted=12.279758, expected=44.000000 predicted=20.436889, expected=20.000000 predicted=21.120641, expected=12.000000 predicted=17.611970, expected=12.000000 predicted=20.683532, expected=20.000000 predicted=20.806330, expected=20.000000 predicted=21.138014, expected=20.000000 predicted=17.083019, expected=24.000000 predicted=18.497227, expected=16.000000 predicted=18.399242, expected=8.000000 predicted=16.706424, expected=8.000000 predicted=15.511719, expected=36.000000 predicted=20.955030, expected=24.000000 predicted=19.814329, expected=8.000000 predicted=14.111148, expected=32.000000 predicted=20.992682, expected=24.000000 predicted=23.216005, expected=8.000000 predicted=19.422751, expected=8.000000 predicted=16.603362, expected=8.000000 predicted=14.948885, expected=4.000000 predicted=13.000249, expected=12.000000 predicted=10.699236, expected=12.000000 predicted=9.124341, expected=20.000000 predicted=11.178518, expected=28.000000 predicted=15.345898, expected=20.000000 predicted=15.975703, expected=36.000000 predicted=22.456339, expected=16.000000 predicted=21.738397, expected=8.000000 predicted=19.169381, expected=8.000000 predicted=18.951398, expected=12.000000 predicted=16.692653, expected=28.000000 predicted=19.053104, expected=24.000000 predicted=16.594232, expected=8.000000 predicted=13.007241, expected=16.000000 predicted=16.046204, expected=12.000000 predicted=17.019855, expected=28.000000 predicted=19.965618, expected=16.000000 predicted=17.212244, expected=24.000000 predicted=17.230606, expected=8.000000 predicted=16.766292, expected=12.000000 predicted=15.856406, expected=36.000000 predicted=23.000579, expected=8.000000 predicted=16.293038, expected=8.000000 predicted=13.800098, expected=36.000000 predicted=21.021466, expected=52.000000 predicted=28.374123, expected=12.000000 predicted=22.130599, expected=16.000000 predicted=20.661325, expected=24.000000 predicted=26.822165, expected=44.000000 predicted=32.050185, expected=12.000000 predicted=24.156512, expected=28.000000 predicted=22.427526, expected=8.000000 predicted=22.301651, expected=8.000000 predicted=18.747294, expected=8.000000 predicted=17.897185, expected=4.000000 predicted=10.569062, expected=24.000000 predicted=14.286985, expected=4.000000 predicted=8.782402, expected=20.000000 predicted=11.203078, expected=8.000000 predicted=11.903392, expected=24.000000 predicted=14.319215, expected=12.000000 predicted=15.369121, expected=4.000000 predicted=10.447609, expected=52.000000 predicted=23.692916, expected=12.000000 predicted=18.411637, expected=16.000000 predicted=17.201173, expected=20.000000 predicted=21.303539, expected=12.000000 predicted=19.040808, expected=20.000000 predicted=21.058523, expected=24.000000 predicted=18.330255, expected=12.000000 predicted=16.434125, expected=24.000000 predicted=18.893462, expected=20.000000 predicted=19.377936, expected=16.000000 predicted=18.489935, expected=4.000000 predicted=15.473591, expected=12.000000 predicted=14.770381, expected=16.000000 predicted=15.831229, expected=4.000000 predicted=10.705953, expected=16.000000 predicted=11.422706, expected=36.000000 predicted=17.269284, expected=32.000000 predicted=19.916999, expected=56.000000 predicted=28.731751, expected=28.000000 predicted=29.022533, expected=4.000000 predicted=25.331551, expected=8.000000 predicted=26.593656, expected=8.000000 predicted=22.460002, expected=12.000000 predicted=18.111233, expected=4.000000 predicted=9.545249, expected=32.000000 predicted=13.463480, expected=12.000000 predicted=12.910335, expected=16.000000 predicted=13.020089, expected=8.000000 predicted=14.060885, expected=4.000000 predicted=11.723792, expected=4.000000 predicted=11.771179, expected=16.000000 predicted=10.812379, expected=12.000000 predicted=10.121114, expected=8.000000 predicted=7.980402, expected=12.000000 predicted=9.720813, expected=28.000000 predicted=15.218726, expected=16.000000 predicted=15.186608, expected=24.000000 predicted=16.749980, expected=4.000000 predicted=14.574081, expected=16.000000 predicted=16.289535, expected=4.000000 predicted=14.798946, expected=4.000000 predicted=9.941845, expected=4.000000 predicted=8.980030, expected=12.000000 predicted=7.867406, expected=80.000000 predicted=26.916251, expected=20.000000 predicted=20.463430, expected=20.000000 predicted=19.845405, expected=12.000000 predicted=25.785045, expected=28.000000 predicted=29.473437, expected=28.000000 predicted=30.761875, expected=8.000000 predicted=17.312987, expected=8.000000 predicted=16.026706, expected=24.000000 predicted=19.815750, expected=16.000000 predicted=18.313589, expected=12.000000 predicted=14.410448, expected=16.000000 predicted=14.573662, expected=32.000000 predicted=20.029281, expected=12.000000 predicted=17.575042, expected=8.000000 predicted=14.261452, expected=20.000000 predicted=18.022985, expected=8.000000 predicted=15.425948, expected=8.000000 predicted=12.931673, expected=44.000000 predicted=20.194817, expected=36.000000 predicted=22.532834, expected=16.000000 predicted=19.571883, expected=24.000000 predicted=23.337270, expected=12.000000 predicted=23.300879, expected=20.000000 predicted=24.241197, expected=20.000000 predicted=21.413742, expected=24.000000 predicted=19.577763, expected=20.000000 predicted=19.837527, expected=4.000000 predicted=15.096198, expected=12.000000 predicted=16.281030, expected=12.000000 predicted=15.614687, expected=8.000000 predicted=12.227678, expected=16.000000 predicted=12.221943, expected=4.000000 predicted=8.919900, expected=8.000000 predicted=9.368723, expected=4.000000 predicted=8.516186, expected=24.000000 predicted=12.060670, expected=12.000000 predicted=11.364233, expected=8.000000 predicted=8.910590, expected=12.000000 predicted=11.856784, expected=40.000000 predicted=19.732984, expected=28.000000 predicted=21.099218, expected=12.000000 predicted=16.612453, expected=28.000000 predicted=22.859888, expected=16.000000 predicted=22.871622, expected=16.000000 predicted=21.572432, expected=24.000000 predicted=21.377566, expected=8.000000 predicted=16.381113, expected=12.000000 predicted=16.208962, expected=8.000000 predicted=13.929399, expected=16.000000 predicted=14.068871, expected=8.000000 predicted=11.995872, expected=4.000000 predicted=8.377188, expected=36.000000 predicted=16.799599, expected=100.000000 predicted=38.244458, expected=180.000000 predicted=83.982691, expected=44.000000 predicted=55.075829, expected=40.000000 predicted=58.823312, expected=20.000000 predicted=69.227457, expected=12.000000 predicted=59.388894, expected=32.000000 predicted=53.325093, expected=48.000000 predicted=37.192554, expected=8.000000 predicted=22.280485, expected=44.000000 predicted=29.488601, expected=32.000000 predicted=31.401649, expected=8.000000 predicted=23.247697, expected=4.000000 predicted=19.907550, expected=80.000000 predicted=40.388901, expected=48.000000 predicted=39.620476, expected=24.000000 predicted=27.909550, expected=32.000000 predicted=33.013490, expected=16.000000 predicted=29.884007, expected=8.000000 predicted=30.162795, expected=20.000000 predicted=24.958033, expected=4.000000 predicted=14.762506, expected=8.000000 predicted=13.241458, expected=20.000000 predicted=14.914888, expected=8.000000 predicted=10.310020, expected=16.000000 predicted=13.241879, expected=12.000000 predicted=11.607198, expected=28.000000 predicted=17.583808, expected=12.000000 predicted=15.481163, expected=4.000000 predicted=10.439845, expected=16.000000 predicted=15.426219, expected=20.000000 predicted=16.447504, expected=8.000000 predicted=13.245566, expected=8.000000 predicted=10.440782, expected=16.000000 predicted=12.926724, expected=12.000000 predicted=13.056924, expected=8.000000 predicted=11.085055, expected=16.000000 predicted=12.349681, expected=12.000000 predicted=11.943678, expected=12.000000 predicted=12.321573, expected=12.000000 predicted=12.108845, expected=20.000000 predicted=14.576550, expected=8.000000 predicted=12.233327, expected=16.000000 predicted=13.553387, expected=8.000000 predicted=11.977413, expected=12.000000 predicted=12.103153, expected=12.000000 predicted=13.017548, expected=12.000000 predicted=11.157166, expected=12.000000 predicted=12.116352, expected=16.000000 predicted=12.708865, expected=12.000000 predicted=12.473859, expected=16.000000 predicted=13.707812, expected=36.000000 predicted=21.461972, expected=4.000000 predicted=13.156954, expected=4.000000 predicted=11.618961, expected=16.000000 predicted=15.810136, expected=8.000000 predicted=12.546571, expected=12.000000 predicted=13.448976, expected=4.000000 predicted=7.219808, expected=24.000000 predicted=13.644308, expected=4.000000 predicted=10.179612, expected=24.000000 predicted=14.236833, expected=8.000000 predicted=12.400883, expected=8.000000 predicted=10.019109, expected=32.000000 predicted=20.744312, expected=12.000000 predicted=13.788236, expected=4.000000 predicted=11.890246, expected=4.000000 predicted=10.173422, expected=28.000000 predicted=17.409282, expected=12.000000 predicted=15.174170, expected=12.000000 predicted=11.234340, expected=4.000000 Test MSE: 249.521
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047])] predicted=8.889723, expected=20.000000 predicted=12.715683, expected=12.000000 predicted=10.179203, expected=36.000000 predicted=19.069031, expected=16.000000 predicted=17.263588, expected=4.000000 predicted=14.054623, expected=4.000000 predicted=12.044274, expected=16.000000 predicted=15.402960, expected=4.000000 predicted=13.906949, expected=8.000000 predicted=9.024223, expected=4.000000 predicted=5.406219, expected=4.000000 predicted=6.248056, expected=16.000000 predicted=10.501492, expected=8.000000 predicted=7.524421, expected=4.000000 predicted=6.676761, expected=16.000000 predicted=9.180624, expected=4.000000 predicted=7.764029, expected=16.000000 predicted=12.200373, expected=8.000000 predicted=8.575474, expected=8.000000 predicted=9.088897, expected=4.000000 predicted=8.218666, expected=32.000000 predicted=15.440580, expected=20.000000 predicted=16.300661, expected=12.000000 predicted=13.356367, expected=4.000000 predicted=9.888760, expected=4.000000 predicted=10.453769, expected=12.000000 predicted=15.279007, expected=4.000000 predicted=9.451525, expected=16.000000 predicted=10.277474, expected=4.000000 predicted=6.263487, expected=8.000000 predicted=7.813260, expected=12.000000 predicted=9.580842, expected=12.000000 predicted=9.959817, expected=24.000000 predicted=15.025851, expected=4.000000 predicted=8.945382, expected=12.000000 predicted=11.401476, expected=12.000000 predicted=12.025454, expected=4.000000 predicted=10.797417, expected=16.000000 predicted=13.115608, expected=16.000000 predicted=11.356992, expected=12.000000 predicted=12.417335, expected=20.000000 predicted=13.955053, expected=28.000000 predicted=17.604790, expected=8.000000 predicted=15.344602, expected=12.000000 predicted=14.661537, expected=4.000000 predicted=11.454293, expected=36.000000 predicted=22.195348, expected=16.000000 predicted=18.329941, expected=16.000000 predicted=14.989601, expected=8.000000 predicted=12.500066, expected=16.000000 predicted=15.722025, expected=24.000000 predicted=21.491279, expected=8.000000 predicted=13.990242, expected=28.000000 predicted=18.025739, expected=8.000000 predicted=13.695325, expected=4.000000 predicted=13.182661, expected=12.000000 predicted=13.296856, expected=8.000000 predicted=11.538666, expected=28.000000 predicted=17.895268, expected=12.000000 predicted=11.793298, expected=12.000000 predicted=11.906402, expected=12.000000 predicted=12.560007, expected=12.000000 predicted=14.107790, expected=12.000000 predicted=14.944224, expected=12.000000 predicted=11.985378, expected=4.000000 predicted=9.561283, expected=20.000000 predicted=13.187387, expected=8.000000 predicted=11.138956, expected=8.000000 predicted=10.398370, expected=20.000000 predicted=12.540525, expected=16.000000 predicted=13.577727, expected=32.000000 predicted=19.912130, expected=8.000000 predicted=13.494900, expected=32.000000 predicted=20.424119, expected=4.000000 predicted=16.479114, expected=20.000000 predicted=18.926692, expected=4.000000 predicted=15.106119, expected=8.000000 predicted=12.339264, expected=16.000000 predicted=14.546237, expected=12.000000 predicted=11.598800, expected=16.000000 predicted=13.177298, expected=8.000000 predicted=9.715030, expected=24.000000 predicted=15.142553, expected=12.000000 predicted=14.763127, expected=16.000000 predicted=14.666488, expected=16.000000 predicted=14.864663, expected=32.000000 predicted=20.234846, expected=20.000000 predicted=20.676524, expected=8.000000 predicted=15.238214, expected=8.000000 predicted=14.166876, expected=12.000000 predicted=15.958843, expected=8.000000 predicted=15.038002, expected=20.000000 predicted=13.959011, expected=8.000000 predicted=10.425047, expected=12.000000 predicted=10.971316, expected=24.000000 predicted=15.054866, expected=8.000000 predicted=13.303674, expected=8.000000 predicted=12.039102, expected=16.000000 predicted=12.398175, expected=20.000000 predicted=16.347260, expected=16.000000 predicted=15.957935, expected=16.000000 predicted=13.555329, expected=36.000000 predicted=20.737551, expected=4.000000 predicted=16.791704, expected=4.000000 predicted=13.348664, expected=8.000000 predicted=12.297483, expected=12.000000 predicted=14.675661, expected=20.000000 predicted=16.030087, expected=12.000000 predicted=10.128941, expected=4.000000 predicted=8.357741, expected=4.000000 predicted=8.363065, expected=20.000000 predicted=13.581155, expected=8.000000 predicted=12.045039, expected=4.000000 predicted=7.662631, expected=8.000000 predicted=7.029256, expected=12.000000 predicted=10.137232, expected=20.000000 predicted=13.782038, expected=20.000000 predicted=13.087385, expected=20.000000 predicted=14.314333, expected=12.000000 predicted=14.172224, expected=24.000000 predicted=18.445624, expected=24.000000 predicted=21.026308, expected=4.000000 predicted=15.729028, expected=28.000000 predicted=18.996449, expected=28.000000 predicted=21.583583, expected=12.000000 predicted=19.836993, expected=12.000000 predicted=15.993374, expected=16.000000 predicted=16.088432, expected=20.000000 predicted=20.538594, expected=24.000000 predicted=19.932217, expected=36.000000 predicted=22.047872, expected=8.000000 predicted=17.452672, expected=8.000000 predicted=16.103797, expected=20.000000 predicted=19.098189, expected=12.000000 predicted=18.847772, expected=24.000000 predicted=19.555007, expected=12.000000 predicted=13.193464, expected=20.000000 predicted=16.279317, expected=4.000000 predicted=13.619711, expected=4.000000 predicted=11.455546, expected=4.000000 predicted=10.487479, expected=4.000000 predicted=8.230353, expected=24.000000 predicted=12.506993, expected=4.000000 predicted=7.191083, expected=8.000000 predicted=7.219342, expected=16.000000 predicted=9.818359, expected=12.000000 predicted=12.228718, expected=20.000000 predicted=14.943065, expected=16.000000 predicted=12.635654, expected=20.000000 predicted=15.811622, expected=8.000000 predicted=14.029668, expected=20.000000 predicted=16.283023, expected=8.000000 predicted=14.636845, expected=8.000000 predicted=12.862369, expected=8.000000 predicted=11.189207, expected=20.000000 predicted=13.514078, expected=24.000000 predicted=16.567859, expected=28.000000 predicted=17.552902, expected=4.000000 predicted=12.883117, expected=8.000000 predicted=13.081484, expected=4.000000 predicted=13.370590, expected=4.000000 predicted=12.312829, expected=12.000000 predicted=10.919824, expected=12.000000 predicted=8.280493, expected=20.000000 predicted=11.398409, expected=20.000000 predicted=12.739633, expected=20.000000 predicted=15.021619, expected=12.000000 predicted=14.837733, expected=8.000000 predicted=13.784338, expected=8.000000 predicted=13.738973, expected=12.000000 predicted=13.792572, expected=16.000000 predicted=13.834457, expected=8.000000 predicted=10.416883, expected=4.000000 predicted=7.967906, expected=4.000000 predicted=7.574074, expected=4.000000 predicted=7.899750, expected=8.000000 predicted=7.986889, expected=4.000000 predicted=5.331158, expected=8.000000 predicted=5.522300, expected=4.000000 predicted=4.972066, expected=8.000000 predicted=6.241515, expected=12.000000 predicted=8.013629, expected=16.000000 predicted=9.906521, expected=4.000000 predicted=7.812378, expected=12.000000 predicted=8.911071, expected=4.000000 predicted=8.505316, expected=24.000000 predicted=14.105250, expected=4.000000 predicted=10.241093, expected=8.000000 predicted=8.490770, expected=12.000000 predicted=10.182820, expected=16.000000 predicted=12.715619, expected=8.000000 predicted=11.871989, expected=4.000000 predicted=7.275791, expected=8.000000 predicted=8.773257, expected=4.000000 predicted=8.569140, expected=4.000000 predicted=7.190022, expected=20.000000 predicted=9.635609, expected=4.000000 predicted=7.360029, expected=8.000000 predicted=7.406938, expected=4.000000 predicted=6.123993, expected=12.000000 predicted=9.480147, expected=8.000000 predicted=9.694207, expected=20.000000 predicted=10.669323, expected=4.000000 predicted=8.556409, expected=4.000000 predicted=7.302839, expected=4.000000 predicted=7.649115, expected=8.000000 predicted=8.648731, expected=4.000000 predicted=7.556047, expected=4.000000 predicted=4.343321, expected=8.000000 predicted=5.478034, expected=8.000000 predicted=6.474634, expected=4.000000 predicted=5.748146, expected=4.000000 predicted=4.729967, expected=32.000000 predicted=12.991877, expected=8.000000 predicted=11.246303, expected=16.000000 predicted=11.482239, expected=12.000000 predicted=11.372258, expected=8.000000 predicted=12.925802, expected=4.000000 predicted=12.428797, expected=16.000000 predicted=11.298629, expected=12.000000 predicted=12.237527, expected=12.000000 predicted=10.916428, expected=16.000000 predicted=11.388856, expected=4.000000 predicted=9.628184, expected=4.000000 predicted=9.516611, expected=12.000000 predicted=10.221467, expected=8.000000 predicted=9.992747, expected=8.000000 predicted=8.795612, expected=24.000000 predicted=11.406377, expected=8.000000 predicted=10.613410, expected=8.000000 predicted=10.347152, expected=12.000000 predicted=10.597334, expected=8.000000 predicted=11.368998, expected=4.000000 predicted=10.308846, expected=4.000000 predicted=6.550354, expected=4.000000 predicted=6.439226, expected=8.000000 predicted=7.268411, expected=20.000000 predicted=9.894877, expected=40.000000 predicted=17.405320, expected=4.000000 predicted=11.956798, expected=24.000000 predicted=15.336207, expected=4.000000 predicted=14.269425, expected=8.000000 predicted=16.207678, expected=8.000000 predicted=14.598481, expected=8.000000 predicted=9.518000, expected=20.000000 predicted=13.687556, expected=4.000000 predicted=8.250830, expected=8.000000 predicted=8.437767, expected=12.000000 predicted=9.763406, expected=12.000000 predicted=11.497599, expected=8.000000 predicted=10.647588, expected=20.000000 predicted=11.309847, expected=4.000000 predicted=10.046077, expected=12.000000 predicted=10.989026, expected=12.000000 predicted=11.232345, expected=8.000000 predicted=10.770164, expected=20.000000 predicted=13.623457, expected=12.000000 predicted=11.509513, expected=28.000000 predicted=16.839389, expected=16.000000 predicted=16.016699, expected=4.000000 predicted=12.732796, expected=12.000000 predicted=13.841600, expected=8.000000 predicted=13.224684, expected=4.000000 predicted=12.065461, expected=4.000000 predicted=7.281433, expected=8.000000 predicted=6.792608, expected=4.000000 predicted=6.857049, expected=4.000000 predicted=5.106427, expected=12.000000 predicted=6.529624, expected=36.000000 predicted=15.078161, expected=40.000000 predicted=21.677637, expected=8.000000 predicted=15.236911, expected=8.000000 predicted=13.492982, expected=16.000000 predicted=18.741325, expected=16.000000 predicted=22.340353, expected=12.000000 predicted=17.129654, expected=16.000000 predicted=12.507321, expected=8.000000 predicted=11.835500, expected=4.000000 predicted=10.788669, expected=8.000000 predicted=10.150201, expected=4.000000 predicted=8.495484, expected=4.000000 predicted=7.215237, expected=16.000000 predicted=8.535733, expected=4.000000 predicted=6.701501, expected=36.000000 predicted=15.078638, expected=4.000000 predicted=10.782540, expected=20.000000 predicted=13.577876, expected=28.000000 predicted=18.592816, expected=8.000000 predicted=16.661451, expected=8.000000 predicted=15.492878, expected=12.000000 predicted=12.157082, expected=16.000000 predicted=16.552869, expected=12.000000 predicted=14.541209, expected=8.000000 predicted=9.871590, expected=4.000000 predicted=8.643433, expected=16.000000 predicted=11.971235, expected=20.000000 predicted=14.500273, expected=8.000000 predicted=11.282977, expected=8.000000 predicted=9.244975, expected=12.000000 predicted=10.858808, expected=8.000000 predicted=12.170697, expected=4.000000 predicted=9.385090, expected=12.000000 predicted=8.764919, expected=8.000000 predicted=8.944092, expected=16.000000 predicted=11.012429, expected=16.000000 predicted=11.327557, expected=16.000000 predicted=12.474190, expected=4.000000 predicted=10.516231, expected=4.000000 predicted=9.049766, expected=16.000000 predicted=12.651322, expected=16.000000 predicted=13.672966, expected=20.000000 predicted=13.996522, expected=20.000000 predicted=13.635442, expected=16.000000 predicted=14.974069, expected=8.000000 predicted=14.485447, expected=12.000000 predicted=14.498529, expected=20.000000 predicted=17.030286, expected=4.000000 predicted=12.875425, expected=16.000000 predicted=12.592715, expected=16.000000 predicted=12.973825, expected=12.000000 predicted=13.767946, expected=12.000000 predicted=12.841823, expected=4.000000 predicted=9.322562, expected=8.000000 predicted=10.853866, expected=8.000000 predicted=10.027241, expected=8.000000 predicted=9.025312, expected=4.000000 predicted=6.864734, expected=24.000000 predicted=11.095000, expected=4.000000 predicted=9.252597, expected=8.000000 predicted=8.601881, expected=16.000000 predicted=10.528723, expected=12.000000 predicted=12.150205, expected=8.000000 predicted=11.757805, expected=16.000000 predicted=10.641721, expected=24.000000 predicted=15.599368, expected=12.000000 predicted=14.875453, expected=8.000000 predicted=11.848805, expected=8.000000 predicted=11.200680, expected=12.000000 predicted=13.606733, expected=4.000000 Test MSE: 71.884
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297])] predicted=17.890933, expected=8.000000 predicted=13.789944, expected=28.000000 predicted=19.867436, expected=8.000000 predicted=15.862647, expected=16.000000 predicted=15.405099, expected=16.000000 predicted=17.009895, expected=8.000000 predicted=12.035870, expected=12.000000 predicted=13.483271, expected=16.000000 predicted=13.477613, expected=20.000000 predicted=15.327794, expected=496.000000 predicted=194.007475, expected=160.000000 predicted=153.280941, expected=16.000000 predicted=113.510866, expected=12.000000 predicted=142.852265, expected=8.000000 predicted=139.178891, expected=44.000000 predicted=186.463216, expected=16.000000 predicted=33.572318, expected=36.000000 predicted=26.181910, expected=4.000000 predicted=14.307076, expected=4.000000 predicted=15.518302, expected=4.000000 predicted=14.315321, expected=8.000000 predicted=11.581870, expected=4.000000 predicted=7.984806, expected=20.000000 predicted=11.036314, expected=4.000000 predicted=5.610199, expected=32.000000 predicted=18.055784, expected=28.000000 predicted=18.567264, expected=20.000000 predicted=18.140431, expected=28.000000 predicted=23.428939, expected=20.000000 predicted=21.369447, expected=4.000000 predicted=16.804962, expected=20.000000 predicted=20.607175, expected=4.000000 predicted=12.448382, expected=12.000000 predicted=14.322671, expected=8.000000 predicted=10.043507, expected=16.000000 predicted=12.454660, expected=4.000000 predicted=8.214553, expected=36.000000 predicted=20.282975, expected=48.000000 predicted=27.849993, expected=48.000000 predicted=31.921683, expected=8.000000 predicted=19.720596, expected=20.000000 predicted=26.126276, expected=4.000000 predicted=21.162897, expected=16.000000 predicted=22.850474, expected=4.000000 predicted=12.737472, expected=4.000000 predicted=8.003158, expected=12.000000 predicted=10.639176, expected=80.000000 predicted=38.123876, expected=92.000000 predicted=49.927817, expected=40.000000 predicted=35.866854, expected=76.000000 predicted=58.459939, expected=12.000000 predicted=39.552471, expected=56.000000 predicted=60.679604, expected=24.000000 predicted=42.293461, expected=4.000000 predicted=27.006179, expected=24.000000 predicted=30.196073, expected=12.000000 predicted=19.806795, expected=16.000000 predicted=20.723972, expected=28.000000 predicted=20.657687, expected=32.000000 predicted=23.121319, expected=20.000000 predicted=20.805269, expected=24.000000 predicted=22.489540, expected=44.000000 predicted=32.582168, expected=4.000000 predicted=18.448331, expected=24.000000 predicted=24.815978, expected=40.000000 predicted=30.223798, expected=20.000000 predicted=24.249206, expected=44.000000 predicted=33.347561, expected=8.000000 predicted=18.179774, expected=20.000000 predicted=25.031375, expected=8.000000 predicted=18.506014, expected=12.000000 predicted=17.557241, expected=12.000000 predicted=15.378817, expected=28.000000 predicted=18.878216, expected=36.000000 predicted=23.845310, expected=12.000000 predicted=15.567519, expected=52.000000 predicted=33.371089, expected=40.000000 predicted=32.524981, expected=28.000000 predicted=31.283364, expected=28.000000 predicted=30.729823, expected=28.000000 predicted=31.021452, expected=12.000000 predicted=25.688468, expected=16.000000 predicted=22.769557, expected=28.000000 predicted=24.949735, expected=16.000000 predicted=19.675242, expected=36.000000 predicted=26.549005, expected=20.000000 predicted=20.415114, expected=20.000000 predicted=22.081154, expected=16.000000 predicted=20.414145, expected=44.000000 predicted=31.472783, expected=28.000000 predicted=26.935424, expected=24.000000 predicted=24.754159, expected=12.000000 predicted=20.100140, expected=28.000000 predicted=26.899042, expected=32.000000 predicted=29.137702, expected=28.000000 predicted=25.932151, expected=12.000000 predicted=18.992193, expected=24.000000 predicted=23.429877, expected=20.000000 predicted=22.937147, expected=40.000000 predicted=30.372236, expected=48.000000 predicted=33.828295, expected=16.000000 predicted=22.909836, expected=24.000000 predicted=27.299558, expected=8.000000 predicted=20.944377, expected=4.000000 predicted=18.411572, expected=32.000000 predicted=25.152579, expected=44.000000 predicted=28.023590, expected=36.000000 predicted=27.225233, expected=72.000000 predicted=43.844917, expected=84.000000 predicted=56.494947, expected=60.000000 predicted=55.676403, expected=48.000000 predicted=53.989446, expected=16.000000 predicted=41.827464, expected=32.000000 predicted=47.416399, expected=52.000000 predicted=50.446217, expected=60.000000 predicted=49.592685, expected=36.000000 predicted=38.191704, expected=8.000000 predicted=25.694260, expected=52.000000 predicted=44.808302, expected=32.000000 predicted=37.827872, expected=56.000000 predicted=45.565968, expected=52.000000 predicted=41.968803, expected=44.000000 predicted=41.850338, expected=36.000000 predicted=42.095051, expected=12.000000 predicted=30.925907, expected=48.000000 predicted=44.358801, expected=68.000000 predicted=51.000907, expected=96.000000 predicted=64.235891, expected=80.000000 predicted=61.826636, expected=28.000000 predicted=45.673266, expected=52.000000 predicted=59.760496, expected=40.000000 predicted=55.785537, expected=68.000000 predicted=64.516370, expected=84.000000 predicted=65.579844, expected=56.000000 predicted=54.370990, expected=16.000000 predicted=40.410113, expected=24.000000 predicted=41.764646, expected=36.000000 predicted=46.072383, expected=8.000000 predicted=29.171032, expected=16.000000 predicted=22.947112, expected=52.000000 predicted=33.873538, expected=28.000000 predicted=27.320543, expected=68.000000 predicted=44.512207, expected=44.000000 predicted=36.874651, expected=20.000000 predicted=32.577888, expected=32.000000 predicted=37.791312, expected=52.000000 predicted=45.391992, expected=76.000000 predicted=57.534105, expected=36.000000 predicted=39.414621, expected=36.000000 predicted=39.631207, expected=16.000000 predicted=33.643425, expected=16.000000 predicted=33.596355, expected=32.000000 predicted=35.100293, expected=96.000000 predicted=57.248363, expected=80.000000 predicted=54.723944, expected=64.000000 predicted=52.362236, expected=28.000000 predicted=42.653062, expected=20.000000 predicted=44.344524, expected=16.000000 predicted=42.283834, expected=28.000000 predicted=38.138092, expected=24.000000 predicted=28.776055, expected=16.000000 predicted=19.958937, expected=76.000000 predicted=44.702675, expected=52.000000 predicted=39.527327, expected=40.000000 predicted=38.448492, expected=36.000000 predicted=37.593088, expected=24.000000 predicted=36.165598, expected=64.000000 predicted=55.024751, expected=24.000000 predicted=34.645777, expected=40.000000 predicted=38.809431, expected=56.000000 predicted=44.818156, expected=68.000000 predicted=53.675810, expected=56.000000 predicted=51.695858, expected=32.000000 predicted=40.486828, expected=36.000000 predicted=44.492883, expected=24.000000 predicted=39.699963, expected=32.000000 predicted=39.745057, expected=68.000000 predicted=50.298054, expected=68.000000 predicted=50.727964, expected=40.000000 predicted=41.578560, expected=40.000000 predicted=42.472102, expected=92.000000 predicted=68.882429, expected=44.000000 predicted=53.973155, expected=48.000000 predicted=52.827763, expected=84.000000 predicted=65.542285, expected=112.000000 predicted=84.061596, expected=104.000000 predicted=86.682392, expected=64.000000 predicted=69.765765, expected=84.000000 predicted=83.263221, expected=40.000000 predicted=69.044313, expected=64.000000 predicted=76.015062, expected=48.000000 predicted=61.649450, expected=84.000000 predicted=71.777697, expected=76.000000 predicted=68.543566, expected=40.000000 predicted=52.061966, expected=24.000000 predicted=45.500692, expected=28.000000 predicted=44.621566, expected=12.000000 predicted=35.685873, expected=32.000000 predicted=35.627225, expected=36.000000 predicted=31.159859, expected=52.000000 predicted=37.515996, expected=56.000000 predicted=41.400569, expected=28.000000 predicted=32.264257, expected=28.000000 predicted=34.941377, expected=28.000000 predicted=35.354052, expected=24.000000 predicted=33.262161, expected=28.000000 predicted=31.130769, expected=28.000000 predicted=27.578119, expected=12.000000 predicted=20.485796, expected=88.000000 predicted=52.411479, expected=72.000000 predicted=50.585365, expected=64.000000 predicted=52.212443, expected=84.000000 predicted=64.275629, expected=104.000000 predicted=81.583084, expected=56.000000 predicted=70.285848, expected=40.000000 predicted=59.945450, expected=44.000000 predicted=59.165974, expected=64.000000 predicted=67.093242, expected=64.000000 predicted=63.423159, expected=40.000000 predicted=46.954829, expected=76.000000 predicted=61.678329, expected=40.000000 predicted=49.518448, expected=36.000000 predicted=48.284503, expected=20.000000 predicted=37.487608, expected=36.000000 predicted=40.995153, expected=20.000000 predicted=32.709217, expected=8.000000 predicted=20.837361, expected=268.000000 predicted=131.326200, expected=216.000000 predicted=130.530752, expected=200.000000 predicted=148.100606, expected=68.000000 predicted=97.447613, expected=52.000000 predicted=105.507575, expected=84.000000 predicted=136.063768, expected=4.000000 predicted=71.825695, expected=56.000000 predicted=70.084135, expected=40.000000 predicted=47.293448, expected=32.000000 predicted=41.662078, expected=88.000000 predicted=63.450033, expected=72.000000 predicted=58.821100, expected=28.000000 predicted=42.074204, expected=32.000000 predicted=40.146165, expected=68.000000 predicted=60.882811, expected=60.000000 predicted=60.537853, expected=116.000000 predicted=82.946843, expected=56.000000 predicted=56.866561, expected=84.000000 predicted=74.053410, expected=68.000000 predicted=71.632074, expected=68.000000 predicted=74.472717, expected=24.000000 predicted=51.245348, expected=84.000000 predicted=72.227332, expected=76.000000 predicted=72.190647, expected=32.000000 predicted=48.761078, expected=44.000000 predicted=48.622531, expected=64.000000 predicted=58.933237, expected=48.000000 predicted=55.728420, expected=40.000000 predicted=45.969111, expected=56.000000 predicted=50.256763, expected=76.000000 predicted=63.658963, expected=48.000000 predicted=52.542818, expected=36.000000 predicted=44.046799, expected=68.000000 predicted=59.343113, expected=40.000000 predicted=49.753422, expected=52.000000 predicted=52.883872, expected=44.000000 predicted=46.003135, expected=44.000000 predicted=46.653291, expected=72.000000 predicted=60.522930, expected=80.000000 predicted=65.092649, expected=108.000000 predicted=82.234766, expected=44.000000 predicted=55.824077, expected=32.000000 predicted=50.240382, expected=76.000000 predicted=72.154941, expected=32.000000 predicted=53.058590, expected=56.000000 predicted=57.359948, expected=48.000000 predicted=47.252160, expected=72.000000 predicted=61.108975, expected=40.000000 predicted=48.201776, expected=32.000000 predicted=40.757579, expected=60.000000 predicted=54.577506, expected=56.000000 predicted=54.393285, expected=56.000000 predicted=53.845067, expected=56.000000 predicted=51.410516, expected=32.000000 predicted=42.329770, expected=16.000000 predicted=34.592110, expected=36.000000 predicted=40.324468, expected=44.000000 predicted=42.817869, expected=48.000000 predicted=42.564173, expected=32.000000 predicted=32.742076, expected=48.000000 predicted=40.967739, expected=32.000000 predicted=37.065675, expected=44.000000 predicted=42.652006, expected=28.000000 predicted=34.410361, expected=24.000000 predicted=30.860795, expected=20.000000 Test MSE: 1861.105
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457])] predicted=47.645741, expected=88.000000 predicted=74.946169, expected=48.000000 predicted=55.272606, expected=64.000000 predicted=67.111375, expected=60.000000 predicted=65.652509, expected=48.000000 predicted=51.630468, expected=92.000000 predicted=82.413980, expected=68.000000 predicted=62.350032, expected=88.000000 predicted=78.584603, expected=28.000000 predicted=44.873791, expected=76.000000 predicted=68.483245, expected=116.000000 predicted=97.473035, expected=120.000000 predicted=98.888167, expected=152.000000 predicted=123.325235, expected=108.000000 predicted=92.547634, expected=108.000000 predicted=105.597300, expected=72.000000 predicted=92.247913, expected=88.000000 predicted=99.942015, expected=68.000000 predicted=91.173956, expected=100.000000 predicted=98.035293, expected=152.000000 predicted=125.835832, expected=120.000000 predicted=105.699165, expected=60.000000 predicted=78.325609, expected=40.000000 predicted=61.300911, expected=52.000000 predicted=70.876444, expected=52.000000 predicted=76.610007, expected=96.000000 predicted=90.914978, expected=76.000000 predicted=68.327027, expected=88.000000 predicted=73.700650, expected=40.000000 predicted=50.615265, expected=52.000000 predicted=57.287397, expected=40.000000 predicted=56.650592, expected=44.000000 predicted=53.290616, expected=120.000000 predicted=95.281251, expected=124.000000 predicted=91.619256, expected=104.000000 predicted=88.444905, expected=76.000000 predicted=72.811182, expected=72.000000 predicted=73.191729, expected=60.000000 predicted=80.247175, expected=60.000000 predicted=77.821589, expected=76.000000 predicted=79.703822, expected=52.000000 predicted=60.239976, expected=36.000000 predicted=49.631904, expected=32.000000 predicted=42.828235, expected=48.000000 predicted=50.326999, expected=40.000000 predicted=47.797252, expected=52.000000 predicted=48.945405, expected=76.000000 predicted=59.375870, expected=76.000000 predicted=61.239540, expected=84.000000 predicted=71.050673, expected=72.000000 predicted=64.691571, expected=76.000000 predicted=70.903752, expected=64.000000 predicted=69.059844, expected=40.000000 predicted=55.214954, expected=64.000000 predicted=67.758425, expected=52.000000 predicted=57.633438, expected=84.000000 predicted=75.885266, expected=40.000000 predicted=49.096423, expected=48.000000 predicted=49.166051, expected=44.000000 predicted=50.067364, expected=88.000000 predicted=72.350959, expected=72.000000 predicted=70.341769, expected=68.000000 predicted=61.047423, expected=64.000000 predicted=60.929887, expected=64.000000 predicted=61.357621, expected=60.000000 predicted=67.328453, expected=28.000000 predicted=45.309423, expected=44.000000 predicted=51.136011, expected=72.000000 predicted=64.348070, expected=64.000000 predicted=60.865305, expected=56.000000 predicted=55.979906, expected=56.000000 predicted=50.195617, expected=24.000000 predicted=36.428977, expected=52.000000 predicted=55.652444, expected=56.000000 predicted=54.909204, expected=48.000000 predicted=49.502766, expected=100.000000 predicted=77.778438, expected=88.000000 predicted=68.162887, expected=60.000000 predicted=61.620173, expected=96.000000 predicted=81.955452, expected=88.000000 predicted=78.146984, expected=64.000000 predicted=76.465221, expected=80.000000 predicted=80.772107, expected=88.000000 predicted=79.922453, expected=140.000000 predicted=117.034682, expected=44.000000 predicted=64.488935, expected=52.000000 predicted=63.564651, expected=88.000000 predicted=83.097459, expected=88.000000 predicted=86.202200, expected=48.000000 predicted=72.733299, expected=88.000000 predicted=74.145787, expected=88.000000 predicted=76.867229, expected=44.000000 predicted=61.529679, expected=20.000000 predicted=45.612319, expected=84.000000 predicted=69.951384, expected=56.000000 predicted=62.332626, expected=116.000000 predicted=95.815272, expected=104.000000 predicted=82.249803, expected=100.000000 predicted=80.659163, expected=64.000000 predicted=75.212046, expected=100.000000 predicted=89.100554, expected=72.000000 predicted=85.450550, expected=120.000000 predicted=108.434622, expected=80.000000 predicted=86.243061, expected=64.000000 predicted=70.855944, expected=44.000000 predicted=65.183196, expected=196.000000 predicted=140.140930, expected=320.000000 predicted=226.659298, expected=144.000000 predicted=130.210048, expected=52.000000 predicted=85.488786, expected=92.000000 predicted=105.076456, expected=112.000000 predicted=139.099906, expected=192.000000 predicted=199.331369, expected=212.000000 predicted=171.754679, expected=80.000000 predicted=87.062620, expected=60.000000 predicted=90.503244, expected=100.000000 predicted=114.387096, expected=68.000000 predicted=105.717428, expected=92.000000 predicted=115.784433, expected=60.000000 predicted=67.673755, expected=80.000000 predicted=76.729314, expected=104.000000 predicted=95.889291, expected=68.000000 predicted=70.491770, expected=28.000000 predicted=53.392997, expected=48.000000 predicted=57.382456, expected=88.000000 predicted=80.756044, expected=68.000000 predicted=71.519372, expected=28.000000 predicted=42.624079, expected=112.000000 predicted=83.249677, expected=100.000000 predicted=80.075829, expected=60.000000 predicted=68.869295, expected=56.000000 predicted=63.767948, expected=96.000000 predicted=79.218197, expected=68.000000 predicted=78.054985, expected=104.000000 predicted=95.768853, expected=32.000000 predicted=47.549355, expected=68.000000 predicted=69.381942, expected=64.000000 predicted=71.226218, expected=20.000000 predicted=40.917106, expected=64.000000 predicted=69.639587, expected=40.000000 predicted=40.274040, expected=56.000000 predicted=56.795091, expected=84.000000 predicted=69.564117, expected=100.000000 predicted=72.541512, expected=56.000000 predicted=59.240953, expected=44.000000 predicted=51.078532, expected=68.000000 predicted=67.135433, expected=36.000000 predicted=52.810443, expected=92.000000 predicted=84.936336, expected=64.000000 predicted=59.054945, expected=76.000000 predicted=66.831100, expected=52.000000 predicted=58.025680, expected=100.000000 predicted=80.353657, expected=76.000000 predicted=76.930559, expected=56.000000 predicted=62.414512, expected=68.000000 predicted=70.942985, expected=80.000000 predicted=72.795526, expected=88.000000 predicted=85.588858, expected=52.000000 predicted=61.072120, expected=68.000000 predicted=67.338829, expected=60.000000 predicted=64.275274, expected=100.000000 predicted=88.119874, expected=80.000000 predicted=77.497275, expected=76.000000 predicted=70.967855, expected=80.000000 predicted=77.177784, expected=64.000000 predicted=67.804757, expected=36.000000 predicted=59.125292, expected=76.000000 predicted=75.199350, expected=72.000000 predicted=69.832934, expected=80.000000 predicted=75.129642, expected=72.000000 predicted=67.996503, expected=76.000000 predicted=67.210412, expected=40.000000 predicted=55.593460, expected=64.000000 predicted=67.581958, expected=88.000000 predicted=79.920411, expected=36.000000 predicted=49.624419, expected=104.000000 predicted=87.940216, expected=52.000000 predicted=52.400405, expected=72.000000 predicted=70.720874, expected=52.000000 predicted=62.408667, expected=28.000000 predicted=40.499326, expected=72.000000 predicted=74.362641, expected=64.000000 predicted=58.375995, expected=68.000000 predicted=64.931448, expected=76.000000 predicted=65.694950, expected=48.000000 predicted=48.639017, expected=60.000000 predicted=64.039202, expected=68.000000 predicted=65.660494, expected=76.000000 predicted=70.789901, expected=48.000000 predicted=56.663888, expected=72.000000 predicted=65.238130, expected=52.000000 predicted=56.405257, expected=56.000000 predicted=60.375548, expected=52.000000 predicted=57.902314, expected=32.000000 predicted=41.774459, expected=64.000000 predicted=62.191015, expected=68.000000 predicted=59.480880, expected=28.000000 predicted=39.499792, expected=80.000000 predicted=66.835602, expected=56.000000 predicted=50.469279, expected=48.000000 predicted=54.088638, expected=84.000000 predicted=72.600776, expected=52.000000 predicted=49.659888, expected=36.000000 predicted=51.586074, expected=56.000000 predicted=55.981593, expected=84.000000 predicted=69.543435, expected=76.000000 predicted=71.650153, expected=56.000000 predicted=56.120271, expected=36.000000 predicted=44.044205, expected=32.000000 predicted=45.616801, expected=56.000000 predicted=60.956191, expected=76.000000 predicted=67.604805, expected=76.000000 predicted=64.009959, expected=40.000000 predicted=43.015207, expected=76.000000 predicted=64.034740, expected=32.000000 predicted=44.791885, expected=72.000000 predicted=70.088070, expected=24.000000 predicted=41.321577, expected=92.000000 predicted=71.796551, expected=100.000000 predicted=81.579697, expected=84.000000 predicted=68.963451, expected=24.000000 predicted=46.095195, expected=52.000000 predicted=53.666985, expected=64.000000 predicted=70.462792, expected=40.000000 predicted=56.254680, expected=48.000000 predicted=54.836192, expected=80.000000 predicted=60.647913, expected=108.000000 predicted=82.554449, expected=28.000000 predicted=43.892164, expected=48.000000 predicted=52.377658, expected=44.000000 predicted=50.656569, expected=40.000000 predicted=53.068602, expected=96.000000 predicted=84.329313, expected=64.000000 predicted=52.553856, expected=72.000000 predicted=63.954564, expected=76.000000 predicted=66.565396, expected=44.000000 predicted=51.366639, expected=32.000000 predicted=54.234669, expected=88.000000 predicted=75.588573, expected=104.000000 predicted=84.711208, expected=128.000000 predicted=100.137903, expected=60.000000 predicted=61.400755, expected=56.000000 predicted=62.025188, expected=88.000000 predicted=88.820935, expected=36.000000 predicted=62.008125, expected=52.000000 predicted=71.167260, expected=36.000000 predicted=46.300955, expected=96.000000 predicted=77.414893, expected=60.000000 predicted=62.524448, expected=88.000000 predicted=70.066034, expected=36.000000 predicted=46.904012, expected=64.000000 predicted=60.726760, expected=36.000000 predicted=55.097115, expected=68.000000 predicted=63.745524, expected=76.000000 predicted=71.355289, expected=124.000000 predicted=88.399041, expected=64.000000 predicted=65.037150, expected=52.000000 predicted=56.702980, expected=52.000000 predicted=63.222666, expected=40.000000 predicted=56.624404, expected=64.000000 predicted=74.174187, expected=80.000000 predicted=68.852623, expected=80.000000 predicted=67.609804, expected=60.000000 predicted=58.961885, expected=116.000000 predicted=88.489367, expected=88.000000 predicted=80.490042, expected=60.000000 predicted=70.500206, expected=100.000000 predicted=91.578769, expected=72.000000 predicted=73.660744, expected=92.000000 predicted=94.286639, expected=52.000000 predicted=66.548371, expected=52.000000 predicted=61.305719, expected=52.000000 predicted=66.500083, expected=48.000000 predicted=56.843974, expected=84.000000 predicted=77.221210, expected=80.000000 predicted=67.539941, expected=80.000000 predicted=69.665477, expected=56.000000 predicted=58.924735, expected=56.000000 predicted=59.557882, expected=48.000000 predicted=61.049667, expected=68.000000 predicted=68.788422, expected=96.000000 predicted=82.108255, expected=88.000000 predicted=74.531537, expected=72.000000 predicted=68.539345, expected=24.000000 predicted=43.590070, expected=76.000000 predicted=74.272253, expected=88.000000 predicted=83.478691, expected=44.000000 predicted=57.675818, expected=36.000000 predicted=49.487281, expected=120.000000 predicted=85.140072, expected=24.000000 predicted=45.444776, expected=108.000000 predicted=90.961912, expected=96.000000 predicted=77.157788, expected=36.000000 predicted=48.902726, expected=44.000000 Test MSE: 948.872
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257])] predicted=25.749635, expected=24.000000 predicted=26.430677, expected=24.000000 predicted=21.296251, expected=36.000000 predicted=24.307223, expected=36.000000 predicted=30.865427, expected=36.000000 predicted=26.222633, expected=20.000000 predicted=26.761378, expected=20.000000 predicted=26.308297, expected=44.000000 predicted=35.570804, expected=36.000000 predicted=32.381941, expected=48.000000 predicted=37.393819, expected=48.000000 predicted=36.953229, expected=24.000000 predicted=30.783374, expected=36.000000 predicted=40.263150, expected=12.000000 predicted=29.268828, expected=40.000000 predicted=37.520070, expected=40.000000 predicted=37.138956, expected=28.000000 predicted=27.555032, expected=40.000000 predicted=35.908971, expected=12.000000 predicted=22.310937, expected=16.000000 predicted=28.026986, expected=28.000000 predicted=29.912055, expected=16.000000 predicted=21.281900, expected=12.000000 predicted=21.752007, expected=60.000000 predicted=30.771775, expected=44.000000 predicted=29.213807, expected=16.000000 predicted=25.885407, expected=24.000000 predicted=27.918565, expected=12.000000 predicted=21.464112, expected=16.000000 predicted=30.049857, expected=48.000000 predicted=34.508717, expected=24.000000 predicted=21.148838, expected=20.000000 predicted=23.467767, expected=28.000000 predicted=24.530477, expected=36.000000 predicted=27.497327, expected=28.000000 predicted=32.384632, expected=24.000000 predicted=25.959839, expected=52.000000 predicted=34.636794, expected=44.000000 predicted=35.249965, expected=24.000000 predicted=32.296964, expected=48.000000 predicted=39.293224, expected=24.000000 predicted=30.730093, expected=20.000000 predicted=34.407467, expected=32.000000 predicted=34.811498, expected=40.000000 predicted=31.146153, expected=24.000000 predicted=31.896481, expected=12.000000 predicted=22.789159, expected=40.000000 predicted=30.124016, expected=32.000000 predicted=29.565866, expected=16.000000 predicted=26.396165, expected=20.000000 predicted=24.437517, expected=36.000000 predicted=25.803134, expected=40.000000 predicted=33.196675, expected=28.000000 predicted=28.858205, expected=48.000000 predicted=33.563050, expected=24.000000 predicted=28.373018, expected=12.000000 predicted=27.878354, expected=32.000000 predicted=33.573512, expected=40.000000 predicted=31.069224, expected=40.000000 predicted=35.952608, expected=4.000000 predicted=20.791615, expected=48.000000 predicted=32.175294, expected=32.000000 predicted=31.362340, expected=28.000000 predicted=31.276529, expected=20.000000 predicted=30.207541, expected=40.000000 predicted=27.096237, expected=28.000000 predicted=33.287520, expected=28.000000 predicted=29.328733, expected=28.000000 predicted=29.213347, expected=32.000000 predicted=28.058187, expected=36.000000 predicted=33.961380, expected=16.000000 predicted=25.163389, expected=36.000000 predicted=31.303817, expected=60.000000 predicted=38.932399, expected=48.000000 predicted=37.615593, expected=40.000000 predicted=39.826833, expected=44.000000 predicted=38.945398, expected=16.000000 predicted=34.015741, expected=20.000000 predicted=37.971819, expected=36.000000 predicted=36.871490, expected=28.000000 predicted=29.962718, expected=40.000000 predicted=35.079969, expected=4.000000 predicted=18.537695, expected=20.000000 predicted=23.641632, expected=8.000000 predicted=21.654772, expected=24.000000 predicted=21.450208, expected=40.000000 predicted=29.249434, expected=20.000000 predicted=16.093715, expected=28.000000 predicted=24.762731, expected=32.000000 predicted=24.611572, expected=20.000000 predicted=24.383015, expected=28.000000 predicted=30.343205, expected=28.000000 predicted=25.496034, expected=28.000000 predicted=27.119751, expected=32.000000 predicted=29.698259, expected=24.000000 predicted=24.936468, expected=36.000000 predicted=30.787996, expected=36.000000 predicted=31.259730, expected=24.000000 predicted=28.025004, expected=28.000000 predicted=30.562328, expected=48.000000 predicted=34.721327, expected=20.000000 predicted=28.951125, expected=24.000000 predicted=30.401551, expected=20.000000 predicted=25.926872, expected=48.000000 predicted=33.664835, expected=28.000000 predicted=32.396250, expected=36.000000 predicted=29.571432, expected=20.000000 predicted=27.364952, expected=20.000000 predicted=25.220277, expected=20.000000 predicted=30.076332, expected=16.000000 predicted=21.873144, expected=12.000000 predicted=21.111098, expected=28.000000 predicted=21.423905, expected=24.000000 predicted=20.264332, expected=28.000000 predicted=22.387380, expected=36.000000 predicted=25.845080, expected=36.000000 predicted=26.540754, expected=12.000000 predicted=24.105742, expected=16.000000 predicted=24.003533, expected=24.000000 predicted=25.499934, expected=48.000000 predicted=32.959772, expected=28.000000 predicted=28.082990, expected=48.000000 predicted=31.393297, expected=28.000000 predicted=29.137060, expected=28.000000 predicted=30.844036, expected=32.000000 predicted=37.387729, expected=20.000000 predicted=27.146950, expected=32.000000 predicted=34.258838, expected=36.000000 predicted=30.481209, expected=44.000000 predicted=33.420912, expected=16.000000 predicted=27.366800, expected=32.000000 predicted=29.723933, expected=28.000000 predicted=30.792701, expected=28.000000 predicted=29.907172, expected=32.000000 predicted=33.094001, expected=36.000000 predicted=28.092096, expected=56.000000 predicted=39.219009, expected=24.000000 predicted=30.497747, expected=24.000000 predicted=31.312591, expected=16.000000 predicted=29.048418, expected=16.000000 predicted=26.154441, expected=28.000000 predicted=31.820452, expected=32.000000 predicted=24.732391, expected=20.000000 predicted=22.026368, expected=32.000000 predicted=25.170924, expected=16.000000 predicted=20.942668, expected=8.000000 predicted=20.147426, expected=32.000000 predicted=27.211967, expected=32.000000 predicted=23.618554, expected=32.000000 predicted=27.312518, expected=24.000000 predicted=23.489003, expected=20.000000 predicted=21.301828, expected=16.000000 predicted=24.868322, expected=28.000000 predicted=26.798323, expected=28.000000 predicted=26.078332, expected=28.000000 predicted=24.606079, expected=48.000000 predicted=31.518442, expected=52.000000 predicted=34.325800, expected=16.000000 predicted=28.405511, expected=16.000000 predicted=28.980740, expected=16.000000 predicted=26.601144, expected=32.000000 predicted=32.140250, expected=24.000000 predicted=29.095619, expected=48.000000 predicted=28.944800, expected=52.000000 predicted=33.555747, expected=20.000000 predicted=26.214803, expected=20.000000 predicted=31.282119, expected=8.000000 predicted=23.635283, expected=20.000000 predicted=28.678940, expected=16.000000 predicted=25.523200, expected=12.000000 predicted=15.280363, expected=28.000000 predicted=20.611523, expected=12.000000 predicted=13.310594, expected=36.000000 predicted=24.113913, expected=16.000000 predicted=18.495233, expected=12.000000 predicted=16.324942, expected=32.000000 predicted=26.458402, expected=32.000000 predicted=22.470145, expected=60.000000 predicted=38.217469, expected=40.000000 predicted=31.305281, expected=32.000000 predicted=30.913540, expected=24.000000 predicted=34.198073, expected=12.000000 predicted=27.993360, expected=48.000000 predicted=42.466268, expected=56.000000 predicted=39.810053, expected=28.000000 predicted=31.090716, expected=24.000000 predicted=30.409683, expected=16.000000 predicted=25.092191, expected=28.000000 predicted=34.027685, expected=4.000000 predicted=25.184383, expected=40.000000 predicted=27.984517, expected=20.000000 predicted=21.554578, expected=24.000000 predicted=20.989827, expected=24.000000 predicted=25.132175, expected=40.000000 predicted=24.776826, expected=32.000000 predicted=31.704668, expected=8.000000 predicted=20.212660, expected=32.000000 predicted=28.457102, expected=24.000000 predicted=25.150271, expected=36.000000 predicted=31.306857, expected=24.000000 predicted=26.824453, expected=32.000000 predicted=24.560483, expected=20.000000 predicted=27.060693, expected=20.000000 predicted=24.220924, expected=40.000000 predicted=32.566681, expected=36.000000 predicted=28.842686, expected=40.000000 predicted=33.210905, expected=16.000000 predicted=24.989090, expected=28.000000 predicted=28.451674, expected=16.000000 predicted=28.086068, expected=24.000000 predicted=26.976722, expected=32.000000 predicted=29.629709, expected=24.000000 predicted=21.819198, expected=36.000000 predicted=29.154049, expected=4.000000 predicted=17.593245, expected=28.000000 predicted=25.576479, expected=20.000000 predicted=24.447189, expected=20.000000 predicted=20.986174, expected=52.000000 predicted=34.042203, expected=12.000000 predicted=16.920667, expected=48.000000 predicted=33.810357, expected=20.000000 predicted=26.084854, expected=16.000000 predicted=23.810952, expected=36.000000 predicted=35.543910, expected=24.000000 predicted=22.999406, expected=28.000000 predicted=31.079856, expected=24.000000 predicted=24.177231, expected=36.000000 predicted=27.438992, expected=16.000000 predicted=26.061654, expected=8.000000 predicted=19.931653, expected=52.000000 predicted=32.910842, expected=20.000000 predicted=23.565828, expected=36.000000 predicted=30.679140, expected=56.000000 predicted=34.740613, expected=28.000000 predicted=28.042707, expected=44.000000 predicted=42.474572, expected=28.000000 predicted=31.983158, expected=24.000000 predicted=33.495021, expected=16.000000 predicted=32.678620, expected=36.000000 predicted=30.423351, expected=36.000000 predicted=33.196017, expected=60.000000 predicted=37.825844, expected=64.000000 predicted=42.306771, expected=44.000000 predicted=39.269698, expected=80.000000 predicted=57.146958, expected=36.000000 predicted=47.380708, expected=44.000000 predicted=53.463744, expected=28.000000 predicted=47.334198, expected=16.000000 predicted=36.121334, expected=4.000000 predicted=34.085179, expected=88.000000 predicted=46.417454, expected=32.000000 predicted=35.276235, expected=24.000000 predicted=30.322078, expected=52.000000 predicted=37.604949, expected=20.000000 predicted=27.583609, expected=36.000000 predicted=47.588628, expected=24.000000 predicted=30.001894, expected=4.000000 predicted=21.656135, expected=32.000000 predicted=32.105212, expected=20.000000 predicted=21.271682, expected=68.000000 predicted=38.656270, expected=44.000000 predicted=33.277334, expected=24.000000 predicted=27.220713, expected=36.000000 predicted=36.644401, expected=16.000000 predicted=28.837824, expected=36.000000 predicted=41.048089, expected=24.000000 predicted=30.387585, expected=32.000000 predicted=28.362400, expected=24.000000 predicted=28.178371, expected=8.000000 predicted=19.496321, expected=16.000000 predicted=23.448514, expected=20.000000 predicted=20.711421, expected=28.000000 predicted=23.881909, expected=36.000000 predicted=24.954221, expected=20.000000 predicted=19.448802, expected=20.000000 predicted=21.888247, expected=16.000000 predicted=21.365852, expected=24.000000 predicted=24.426088, expected=20.000000 predicted=23.704502, expected=20.000000 predicted=20.018767, expected=32.000000 predicted=23.638098, expected=28.000000 predicted=23.255394, expected=36.000000 predicted=28.231819, expected=28.000000 predicted=26.527464, expected=24.000000 predicted=26.300549, expected=16.000000 predicted=25.656530, expected=20.000000 predicted=24.557892, expected=12.000000 predicted=22.104480, expected=28.000000 predicted=23.429419, expected=16.000000 predicted=19.138152, expected=40.000000 predicted=24.815369, expected=24.000000 predicted=22.967704, expected=44.000000 predicted=28.778284, expected=32.000000 predicted=30.581418, expected=28.000000 predicted=28.433518, expected=12.000000 predicted=27.744452, expected=20.000000 predicted=24.890406, expected=40.000000 predicted=33.055064, expected=28.000000 predicted=27.565817, expected=40.000000 predicted=30.500580, expected=40.000000 predicted=29.690721, expected=24.000000 predicted=29.012857, expected=44.000000 predicted=38.066512, expected=4.000000 predicted=24.671732, expected=28.000000 predicted=30.851567, expected=16.000000 predicted=25.535144, expected=44.000000 predicted=29.575209, expected=32.000000 predicted=30.838085, expected=32.000000 predicted=24.563545, expected=36.000000 predicted=31.798900, expected=36.000000 predicted=31.247675, expected=24.000000 predicted=33.357916, expected=40.000000 predicted=34.379643, expected=36.000000 predicted=34.099815, expected=40.000000 predicted=36.383227, expected=20.000000 predicted=30.737769, expected=32.000000 predicted=30.917504, expected=40.000000 predicted=36.216843, expected=8.000000 predicted=26.179983, expected=12.000000 predicted=24.547066, expected=68.000000 predicted=35.610714, expected=52.000000 predicted=37.948513, expected=24.000000 predicted=33.326922, expected=24.000000 predicted=27.379151, expected=16.000000 predicted=26.655310, expected=36.000000 predicted=40.315857, expected=40.000000 predicted=35.888595, expected=24.000000 predicted=26.322313, expected=44.000000 predicted=32.505750, expected=8.000000 predicted=22.670001, expected=20.000000 predicted=28.039044, expected=16.000000 predicted=25.183078, expected=36.000000 predicted=26.629320, expected=36.000000 predicted=30.509997, expected=32.000000 predicted=24.064769, expected=32.000000 predicted=28.273302, expected=24.000000 predicted=26.671575, expected=20.000000 predicted=28.824277, expected=16.000000 predicted=25.718949, expected=8.000000 predicted=20.467032, expected=20.000000 predicted=21.376254, expected=24.000000 predicted=20.231293, expected=60.000000 predicted=30.884521, expected=52.000000 predicted=32.654563, expected=32.000000 predicted=29.693274, expected=28.000000 predicted=32.466854, expected=12.000000 predicted=28.762302, expected=16.000000 predicted=33.169082, expected=32.000000 predicted=32.148058, expected=60.000000 predicted=36.282747, expected=28.000000 predicted=29.016219, expected=12.000000 predicted=21.920547, expected=28.000000 predicted=27.234755, expected=12.000000 predicted=25.712971, expected=24.000000 predicted=30.966430, expected=36.000000 predicted=26.343730, expected=40.000000 predicted=26.552465, expected=32.000000 predicted=29.299638, expected=16.000000 predicted=22.600767, expected=28.000000 predicted=28.314602, expected=16.000000 predicted=26.566718, expected=32.000000 predicted=29.951946, expected=40.000000 predicted=30.398965, expected=40.000000 predicted=29.342783, expected=32.000000 predicted=31.049718, expected=16.000000 predicted=24.869277, expected=24.000000 predicted=29.448868, expected=24.000000 predicted=29.606074, expected=24.000000 predicted=27.922674, expected=24.000000 predicted=25.013551, expected=48.000000 predicted=29.516399, expected=28.000000 predicted=27.931969, expected=24.000000 predicted=27.190894, expected=40.000000 predicted=31.969368, expected=8.000000 predicted=23.927185, expected=32.000000 predicted=32.821908, expected=40.000000 predicted=30.601833, expected=24.000000 predicted=26.891719, expected=24.000000 predicted=28.792750, expected=20.000000 predicted=21.379793, expected=20.000000 predicted=26.060422, expected=24.000000 predicted=26.961952, expected=24.000000 predicted=23.088581, expected=36.000000 predicted=26.829413, expected=32.000000 predicted=26.381463, expected=36.000000 predicted=29.041856, expected=20.000000 predicted=26.262260, expected=40.000000 predicted=32.073379, expected=8.000000 predicted=25.499525, expected=12.000000 predicted=23.189592, expected=32.000000 predicted=27.329354, expected=60.000000 predicted=33.808976, expected=16.000000 predicted=27.375541, expected=16.000000 predicted=20.367606, expected=24.000000 predicted=23.964106, expected=12.000000 predicted=24.458737, expected=28.000000 predicted=31.041435, expected=44.000000 predicted=26.309553, expected=44.000000 predicted=29.608365, expected=40.000000 predicted=32.596553, expected=24.000000 predicted=27.624703, expected=28.000000 predicted=32.394619, expected=16.000000 predicted=30.784519, expected=48.000000 predicted=37.769712, expected=24.000000 predicted=30.154636, expected=32.000000 predicted=28.808637, expected=20.000000 predicted=26.294759, expected=20.000000 predicted=23.872546, expected=52.000000 predicted=38.495886, expected=20.000000 predicted=25.946317, expected=24.000000 predicted=27.869995, expected=24.000000 predicted=24.992991, expected=52.000000 predicted=34.355422, expected=32.000000 predicted=36.025912, expected=28.000000 predicted=28.341489, expected=8.000000 predicted=23.458975, expected=40.000000 predicted=31.600034, expected=56.000000 predicted=41.991056, expected=52.000000 predicted=38.589612, expected=44.000000 predicted=37.713263, expected=12.000000 predicted=27.033130, expected=4.000000 predicted=29.426724, expected=40.000000 predicted=38.903603, expected=24.000000 predicted=31.517177, expected=12.000000 predicted=23.397803, expected=20.000000 predicted=17.880528, expected=28.000000 predicted=20.389386, expected=16.000000 predicted=24.087021, expected=20.000000 predicted=20.483059, expected=28.000000 predicted=20.902006, expected=24.000000 Test MSE: 196.785
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623])] predicted=14.068519, expected=12.000000 predicted=13.011748, expected=8.000000 predicted=9.441420, expected=12.000000 predicted=9.318453, expected=8.000000 predicted=10.778512, expected=12.000000 predicted=11.929437, expected=8.000000 predicted=9.796166, expected=16.000000 predicted=11.190908, expected=4.000000 predicted=9.723303, expected=12.000000 predicted=9.875141, expected=4.000000 predicted=8.682045, expected=12.000000 predicted=9.647850, expected=12.000000 predicted=10.108854, expected=4.000000 predicted=8.248391, expected=4.000000 predicted=6.927180, expected=12.000000 predicted=8.036507, expected=16.000000 predicted=11.162077, expected=4.000000 predicted=8.814971, expected=12.000000 predicted=8.279175, expected=4.000000 predicted=8.267381, expected=8.000000 predicted=9.271803, expected=16.000000 predicted=10.158916, expected=28.000000 predicted=14.308473, expected=8.000000 predicted=13.301204, expected=8.000000 predicted=10.844102, expected=16.000000 predicted=13.235271, expected=12.000000 predicted=15.329472, expected=12.000000 predicted=13.827325, expected=8.000000 predicted=10.182578, expected=8.000000 predicted=10.332997, expected=12.000000 predicted=11.196166, expected=4.000000 predicted=9.171683, expected=8.000000 predicted=8.262964, expected=24.000000 predicted=11.657205, expected=4.000000 predicted=10.774434, expected=4.000000 predicted=8.352162, expected=4.000000 predicted=6.640081, expected=4.000000 predicted=8.062686, expected=8.000000 predicted=7.832949, expected=8.000000 predicted=5.776714, expected=8.000000 predicted=6.334830, expected=12.000000 predicted=7.678088, expected=4.000000 predicted=7.312855, expected=12.000000 predicted=8.662335, expected=16.000000 predicted=10.574622, expected=8.000000 predicted=10.566347, expected=8.000000 predicted=9.390712, expected=4.000000 predicted=7.941449, expected=8.000000 predicted=9.144053, expected=4.000000 predicted=7.639294, expected=40.000000 predicted=14.283237, expected=4.000000 predicted=12.723987, expected=20.000000 predicted=13.156143, expected=8.000000 predicted=12.609544, expected=4.000000 predicted=13.383138, expected=8.000000 predicted=12.568255, expected=4.000000 predicted=8.057197, expected=4.000000 predicted=7.638143, expected=4.000000 predicted=4.951813, expected=12.000000 predicted=6.503832, expected=8.000000 predicted=7.290632, expected=8.000000 predicted=6.867860, expected=12.000000 predicted=7.990966, expected=8.000000 predicted=8.992571, expected=4.000000 predicted=8.230280, expected=8.000000 predicted=7.476107, expected=8.000000 predicted=8.152275, expected=4.000000 predicted=7.317627, expected=4.000000 predicted=5.498634, expected=8.000000 predicted=5.960607, expected=12.000000 predicted=8.001368, expected=12.000000 predicted=8.748281, expected=4.000000 predicted=7.220021, expected=4.000000 predicted=6.504671, expected=4.000000 predicted=6.722208, expected=4.000000 predicted=6.574081, expected=4.000000 predicted=5.183726, expected=12.000000 predicted=5.822300, expected=4.000000 predicted=5.764883, expected=8.000000 predicted=5.976417, expected=16.000000 predicted=8.373475, expected=8.000000 predicted=9.496882, expected=4.000000 predicted=8.093111, expected=4.000000 predicted=6.332300, expected=12.000000 predicted=8.873463, expected=4.000000 predicted=8.250908, expected=4.000000 predicted=5.676478, expected=8.000000 predicted=5.664219, expected=4.000000 predicted=6.235402, expected=8.000000 predicted=6.651419, expected=4.000000 predicted=5.247293, expected=8.000000 predicted=6.135317, expected=8.000000 predicted=6.765369, expected=12.000000 predicted=7.940555, expected=8.000000 predicted=8.201820, expected=8.000000 predicted=7.948906, expected=8.000000 predicted=8.382172, expected=4.000000 predicted=7.766378, expected=4.000000 predicted=6.791711, expected=12.000000 predicted=7.488150, expected=8.000000 predicted=7.957659, expected=12.000000 predicted=8.404003, expected=4.000000 predicted=7.060673, expected=4.000000 predicted=6.823965, expected=8.000000 predicted=7.553062, expected=12.000000 predicted=8.685565, expected=24.000000 predicted=12.125719, expected=8.000000 predicted=10.765706, expected=4.000000 predicted=8.988017, expected=4.000000 predicted=8.413934, expected=12.000000 predicted=10.957088, expected=4.000000 predicted=9.471234, expected=12.000000 predicted=7.497463, expected=16.000000 predicted=9.267083, expected=4.000000 predicted=9.059655, expected=8.000000 predicted=8.507124, expected=4.000000 predicted=7.379784, expected=12.000000 predicted=9.674257, expected=8.000000 predicted=8.872829, expected=12.000000 predicted=8.452949, expected=8.000000 predicted=8.564860, expected=4.000000 predicted=7.692086, expected=4.000000 predicted=7.202683, expected=8.000000 predicted=7.293452, expected=4.000000 predicted=6.786642, expected=40.000000 predicted=13.338930, expected=4.000000 predicted=12.383042, expected=4.000000 predicted=9.473481, expected=12.000000 predicted=9.794184, expected=20.000000 predicted=15.527304, expected=12.000000 predicted=16.018199, expected=12.000000 predicted=10.443042, expected=16.000000 predicted=12.492312, expected=12.000000 predicted=14.248458, expected=4.000000 predicted=12.043071, expected=12.000000 predicted=10.742779, expected=8.000000 predicted=10.722914, expected=12.000000 predicted=10.956350, expected=16.000000 predicted=10.997919, expected=24.000000 predicted=13.872306, expected=4.000000 predicted=12.661486, expected=8.000000 predicted=10.841416, expected=8.000000 predicted=11.155232, expected=8.000000 predicted=11.574737, expected=8.000000 predicted=9.905949, expected=4.000000 predicted=6.470625, expected=12.000000 predicted=8.044654, expected=12.000000 predicted=9.202042, expected=12.000000 predicted=9.861552, expected=20.000000 predicted=11.834004, expected=12.000000 predicted=12.456502, expected=8.000000 predicted=12.205809, expected=8.000000 predicted=11.106277, expected=4.000000 predicted=10.170350, expected=4.000000 predicted=8.817415, expected=4.000000 predicted=6.325063, expected=12.000000 predicted=7.102552, expected=4.000000 predicted=6.325010, expected=8.000000 predicted=5.971084, expected=8.000000 predicted=6.571201, expected=16.000000 predicted=9.432069, expected=4.000000 predicted=8.780636, expected=16.000000 predicted=9.380549, expected=8.000000 predicted=10.030297, expected=4.000000 predicted=9.088806, expected=12.000000 predicted=9.484184, expected=8.000000 predicted=9.005017, expected=4.000000 predicted=8.514785, expected=12.000000 predicted=7.793102, expected=4.000000 predicted=7.434486, expected=28.000000 predicted=12.334937, expected=8.000000 predicted=11.573007, expected=16.000000 predicted=12.065888, expected=16.000000 predicted=13.545239, expected=20.000000 predicted=16.170066, expected=4.000000 predicted=14.931076, expected=4.000000 predicted=10.025362, expected=4.000000 predicted=9.549063, expected=8.000000 predicted=9.375777, expected=4.000000 predicted=7.376850, expected=8.000000 predicted=5.414644, expected=8.000000 predicted=6.190267, expected=4.000000 predicted=6.048508, expected=4.000000 predicted=5.580077, expected=4.000000 predicted=5.058485, expected=4.000000 predicted=5.257782, expected=4.000000 predicted=4.612577, expected=4.000000 predicted=3.984012, expected=4.000000 predicted=3.984032, expected=8.000000 predicted=4.879370, expected=8.000000 predicted=5.761798, expected=8.000000 predicted=6.299743, expected=4.000000 predicted=5.831178, expected=8.000000 predicted=6.490871, expected=16.000000 predicted=9.257686, expected=16.000000 predicted=11.131738, expected=4.000000 predicted=9.276243, expected=8.000000 predicted=8.443585, expected=4.000000 predicted=8.729140, expected=8.000000 predicted=9.244373, expected=8.000000 predicted=8.076608, expected=16.000000 predicted=8.734761, expected=4.000000 predicted=8.215424, expected=4.000000 predicted=6.652534, expected=12.000000 predicted=8.360571, expected=8.000000 predicted=9.192531, expected=4.000000 predicted=7.832611, expected=12.000000 predicted=7.184080, expected=8.000000 predicted=8.331384, expected=4.000000 predicted=7.850965, expected=12.000000 predicted=7.823526, expected=4.000000 predicted=7.431715, expected=16.000000 predicted=9.650739, expected=4.000000 predicted=8.123694, expected=4.000000 predicted=6.894643, expected=12.000000 predicted=8.321232, expected=16.000000 predicted=10.314351, expected=4.000000 predicted=9.596821, expected=4.000000 predicted=6.504926, expected=8.000000 predicted=7.490451, expected=8.000000 predicted=8.928116, expected=12.000000 predicted=9.072682, expected=4.000000 predicted=6.698586, expected=20.000000 predicted=9.689977, expected=4.000000 predicted=9.648470, expected=4.000000 predicted=8.092839, expected=12.000000 predicted=8.787257, expected=4.000000 predicted=8.308475, expected=8.000000 predicted=8.497635, expected=4.000000 predicted=5.739396, expected=20.000000 predicted=9.316722, expected=28.000000 predicted=14.469305, expected=12.000000 predicted=13.780252, expected=8.000000 predicted=12.270882, expected=4.000000 predicted=11.234397, expected=4.000000 predicted=11.872208, expected=8.000000 predicted=10.400435, expected=8.000000 predicted=7.653807, expected=8.000000 predicted=6.911074, expected=8.000000 predicted=6.721232, expected=8.000000 predicted=7.376840, expected=12.000000 predicted=8.906087, expected=4.000000 predicted=7.958567, expected=8.000000 predicted=7.676176, expected=12.000000 predicted=8.799860, expected=8.000000 predicted=9.082030, expected=12.000000 predicted=9.409148, expected=12.000000 predicted=9.574348, expected=8.000000 predicted=10.056576, expected=4.000000 predicted=8.693501, expected=4.000000 predicted=7.320927, expected=4.000000 predicted=6.971754, expected=20.000000 predicted=9.522013, expected=4.000000 predicted=8.052537, expected=8.000000 predicted=7.028227, expected=8.000000 predicted=7.476948, expected=8.000000 predicted=8.915967, expected=8.000000 predicted=9.226056, expected=20.000000 predicted=10.052062, expected=24.000000 predicted=14.213096, expected=4.000000 predicted=12.113452, expected=4.000000 predicted=9.703425, expected=4.000000 predicted=9.438526, expected=4.000000 predicted=9.829378, expected=4.000000 predicted=7.170440, expected=4.000000 predicted=3.985459, expected=8.000000 predicted=4.903898, expected=4.000000 predicted=4.835973, expected=4.000000 predicted=4.518650, expected=8.000000 predicted=5.335866, expected=4.000000 predicted=5.484483, expected=4.000000 predicted=5.152526, expected=8.000000 predicted=5.334733, expected=4.000000 predicted=5.483285, expected=8.000000 predicted=6.070462, expected=4.000000 predicted=5.267789, expected=4.000000 predicted=5.170113, expected=4.000000 predicted=5.049742, expected=12.000000 predicted=6.465090, expected=4.000000 predicted=6.321095, expected=4.000000 predicted=5.055579, expected=12.000000 predicted=6.679409, expected=8.000000 predicted=7.887942, expected=4.000000 predicted=7.181995, expected=4.000000 predicted=5.397527, expected=8.000000 predicted=6.628926, expected=8.000000 predicted=7.655479, expected=4.000000 predicted=6.000699, expected=4.000000 predicted=4.965572, expected=4.000000 predicted=5.071639, expected=16.000000 predicted=8.006406, expected=28.000000 predicted=12.708837, expected=12.000000 predicted=12.451601, expected=4.000000 predicted=10.127615, expected=8.000000 predicted=10.594735, expected=4.000000 predicted=11.535166, expected=4.000000 predicted=9.640829, expected=4.000000 predicted=5.681015, expected=12.000000 predicted=6.510853, expected=4.000000 predicted=6.282057, expected=8.000000 predicted=5.985936, expected=4.000000 predicted=5.693176, expected=8.000000 predicted=6.736680, expected=4.000000 predicted=6.528760, expected=4.000000 predicted=5.156118, expected=8.000000 predicted=5.996154, expected=4.000000 Test MSE: 37.672
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384])] predicted=15.975123, expected=4.000000 predicted=9.065395, expected=16.000000 predicted=13.272717, expected=4.000000 predicted=5.928874, expected=24.000000 predicted=17.465079, expected=8.000000 predicted=13.820190, expected=16.000000 predicted=11.555783, expected=8.000000 predicted=11.254384, expected=12.000000 predicted=10.294785, expected=16.000000 predicted=17.061864, expected=12.000000 predicted=10.983738, expected=4.000000 predicted=10.090092, expected=8.000000 predicted=8.695802, expected=20.000000 predicted=14.597651, expected=40.000000 predicted=24.055708, expected=28.000000 predicted=19.240795, expected=16.000000 predicted=13.570142, expected=20.000000 predicted=16.943084, expected=4.000000 predicted=15.665945, expected=8.000000 predicted=22.058678, expected=12.000000 predicted=17.302749, expected=16.000000 predicted=15.076828, expected=24.000000 predicted=18.652616, expected=8.000000 predicted=8.082423, expected=8.000000 predicted=9.840509, expected=8.000000 predicted=10.643709, expected=4.000000 predicted=10.718561, expected=12.000000 predicted=14.799838, expected=40.000000 predicted=20.349384, expected=8.000000 predicted=9.674314, expected=12.000000 predicted=11.733715, expected=8.000000 predicted=8.195795, expected=4.000000 predicted=11.283873, expected=8.000000 predicted=18.987065, expected=20.000000 predicted=12.673721, expected=12.000000 predicted=11.327199, expected=4.000000 predicted=7.079039, expected=4.000000 predicted=5.455594, expected=16.000000 predicted=11.852987, expected=16.000000 predicted=15.554389, expected=8.000000 predicted=9.776332, expected=8.000000 predicted=7.011376, expected=36.000000 predicted=18.547903, expected=20.000000 predicted=17.543519, expected=8.000000 predicted=13.513567, expected=4.000000 predicted=8.314760, expected=12.000000 predicted=12.522835, expected=8.000000 predicted=18.696969, expected=24.000000 predicted=18.510825, expected=60.000000 predicted=28.877327, expected=52.000000 predicted=28.066551, expected=4.000000 predicted=14.301325, expected=28.000000 predicted=22.677571, expected=16.000000 predicted=23.841437, expected=4.000000 predicted=30.694497, expected=8.000000 predicted=24.153116, expected=20.000000 predicted=13.084403, expected=12.000000 predicted=17.587918, expected=16.000000 predicted=14.690152, expected=16.000000 predicted=10.825699, expected=20.000000 predicted=14.953576, expected=24.000000 predicted=20.325342, expected=16.000000 predicted=15.227923, expected=12.000000 predicted=15.151428, expected=12.000000 predicted=14.822709, expected=8.000000 predicted=14.353263, expected=20.000000 predicted=19.475245, expected=16.000000 predicted=14.925344, expected=8.000000 predicted=11.017826, expected=20.000000 predicted=15.186970, expected=32.000000 predicted=19.405327, expected=12.000000 predicted=16.466389, expected=16.000000 predicted=16.529582, expected=20.000000 predicted=15.362354, expected=12.000000 predicted=17.214350, expected=36.000000 predicted=29.259948, expected=12.000000 predicted=13.663010, expected=20.000000 predicted=19.249379, expected=16.000000 predicted=17.528029, expected=24.000000 predicted=19.759865, expected=4.000000 predicted=18.320225, expected=52.000000 predicted=29.065166, expected=24.000000 predicted=21.606501, expected=24.000000 predicted=22.617220, expected=8.000000 predicted=17.139955, expected=4.000000 predicted=10.773745, expected=20.000000 predicted=29.964424, expected=12.000000 predicted=16.825388, expected=20.000000 predicted=19.198250, expected=4.000000 predicted=7.381755, expected=8.000000 predicted=8.531870, expected=4.000000 predicted=11.049818, expected=4.000000 predicted=8.478939, expected=4.000000 predicted=9.613185, expected=24.000000 predicted=12.079942, expected=24.000000 predicted=14.161812, expected=32.000000 predicted=17.514158, expected=4.000000 predicted=7.717189, expected=4.000000 predicted=8.704954, expected=4.000000 predicted=13.838154, expected=24.000000 predicted=21.308121, expected=12.000000 predicted=17.877013, expected=8.000000 predicted=7.415284, expected=8.000000 predicted=7.115477, expected=4.000000 predicted=6.581307, expected=16.000000 predicted=16.772198, expected=8.000000 predicted=9.407750, expected=20.000000 predicted=13.045116, expected=16.000000 predicted=11.631063, expected=16.000000 predicted=11.731880, expected=20.000000 predicted=16.919587, expected=24.000000 predicted=16.870788, expected=16.000000 predicted=18.058436, expected=8.000000 predicted=13.581175, expected=8.000000 predicted=13.078453, expected=16.000000 predicted=17.031404, expected=20.000000 predicted=19.335782, expected=8.000000 predicted=11.928822, expected=16.000000 predicted=12.298365, expected=16.000000 predicted=12.707790, expected=8.000000 predicted=12.837495, expected=20.000000 predicted=17.723092, expected=20.000000 predicted=14.311748, expected=16.000000 predicted=16.123229, expected=8.000000 predicted=12.534479, expected=28.000000 predicted=17.963813, expected=24.000000 predicted=20.833605, expected=8.000000 predicted=15.206875, expected=24.000000 predicted=19.045523, expected=20.000000 predicted=15.943895, expected=12.000000 predicted=19.787648, expected=20.000000 predicted=19.991710, expected=8.000000 predicted=10.830561, expected=8.000000 predicted=15.695382, expected=32.000000 predicted=22.314380, expected=48.000000 predicted=27.307801, expected=8.000000 predicted=15.997985, expected=12.000000 predicted=13.707571, expected=16.000000 predicted=15.144238, expected=12.000000 predicted=22.229384, expected=16.000000 predicted=26.030328, expected=20.000000 predicted=14.024101, expected=32.000000 predicted=20.832239, expected=24.000000 predicted=19.808173, expected=12.000000 predicted=14.828623, expected=8.000000 predicted=14.312367, expected=12.000000 predicted=16.863786, expected=12.000000 predicted=19.657199, expected=48.000000 predicted=30.049551, expected=48.000000 predicted=27.433687, expected=28.000000 predicted=21.368968, expected=12.000000 predicted=17.013965, expected=8.000000 predicted=16.400777, expected=8.000000 predicted=26.765311, expected=4.000000 predicted=22.276495, expected=8.000000 predicted=15.037871, expected=32.000000 predicted=18.535517, expected=12.000000 predicted=10.470013, expected=12.000000 predicted=11.231529, expected=16.000000 predicted=11.180979, expected=4.000000 predicted=9.322140, expected=24.000000 predicted=23.594173, expected=32.000000 predicted=19.940425, expected=80.000000 predicted=41.067224, expected=28.000000 predicted=24.384503, expected=12.000000 predicted=16.973308, expected=24.000000 predicted=26.791793, expected=32.000000 predicted=34.246983, expected=8.000000 predicted=37.430428, expected=16.000000 predicted=21.038033, expected=4.000000 predicted=10.559672, expected=12.000000 predicted=17.541499, expected=24.000000 predicted=22.831957, expected=36.000000 predicted=20.684915, expected=12.000000 predicted=14.667071, expected=36.000000 predicted=21.172337, expected=4.000000 predicted=12.081329, expected=8.000000 predicted=18.004136, expected=4.000000 predicted=17.441092, expected=16.000000 predicted=14.432229, expected=8.000000 predicted=17.441163, expected=16.000000 predicted=10.115489, expected=8.000000 predicted=8.373427, expected=16.000000 predicted=10.962072, expected=8.000000 predicted=11.498582, expected=12.000000 predicted=10.761661, expected=24.000000 predicted=17.652160, expected=20.000000 predicted=14.463681, expected=4.000000 predicted=11.121322, expected=24.000000 predicted=16.081648, expected=8.000000 predicted=11.717058, expected=24.000000 predicted=21.829131, expected=32.000000 predicted=22.873242, expected=20.000000 predicted=15.055372, expected=4.000000 predicted=15.127713, expected=4.000000 predicted=9.502412, expected=48.000000 predicted=31.448334, expected=12.000000 predicted=20.377168, expected=4.000000 predicted=13.302572, expected=4.000000 predicted=6.815752, expected=8.000000 predicted=9.579980, expected=12.000000 predicted=23.171592, expected=24.000000 predicted=15.268437, expected=12.000000 predicted=8.853819, expected=4.000000 predicted=6.579698, expected=8.000000 predicted=9.204680, expected=8.000000 predicted=10.550188, expected=12.000000 predicted=15.167190, expected=12.000000 predicted=10.734589, expected=16.000000 predicted=10.187421, expected=52.000000 predicted=26.244391, expected=16.000000 predicted=14.385118, expected=12.000000 predicted=15.435865, expected=20.000000 predicted=17.812425, expected=4.000000 predicted=14.160864, expected=20.000000 predicted=29.505582, expected=16.000000 predicted=15.046904, expected=20.000000 predicted=16.202970, expected=16.000000 predicted=16.672537, expected=16.000000 predicted=12.475712, expected=20.000000 predicted=19.090807, expected=20.000000 predicted=18.067524, expected=12.000000 predicted=16.255118, expected=8.000000 predicted=13.103449, expected=24.000000 predicted=18.929922, expected=24.000000 predicted=20.383896, expected=4.000000 predicted=12.863965, expected=8.000000 predicted=11.174172, expected=32.000000 predicted=19.258827, expected=16.000000 predicted=18.881289, expected=16.000000 predicted=18.532454, expected=8.000000 predicted=8.818262, expected=4.000000 predicted=9.483155, expected=12.000000 predicted=18.645204, expected=12.000000 predicted=12.802383, expected=24.000000 predicted=17.262811, expected=12.000000 predicted=10.433783, expected=12.000000 predicted=10.143666, expected=28.000000 predicted=18.844231, expected=20.000000 predicted=16.899253, expected=24.000000 predicted=22.423637, expected=20.000000 predicted=17.120662, expected=52.000000 predicted=30.840691, expected=12.000000 predicted=21.393776, expected=8.000000 predicted=17.778715, expected=12.000000 predicted=18.694312, expected=8.000000 predicted=16.257695, expected=20.000000 predicted=28.332949, expected=24.000000 predicted=16.365071, expected=24.000000 predicted=16.306181, expected=20.000000 predicted=16.692302, expected=8.000000 predicted=11.674308, expected=16.000000 predicted=18.354094, expected=8.000000 predicted=15.801222, expected=20.000000 predicted=19.779699, expected=12.000000 predicted=14.597676, expected=20.000000 predicted=14.481514, expected=36.000000 predicted=23.186014, expected=16.000000 predicted=14.694609, expected=20.000000 predicted=20.324994, expected=4.000000 predicted=11.466205, expected=12.000000 predicted=17.229095, expected=20.000000 predicted=23.360596, expected=20.000000 predicted=17.148495, expected=16.000000 predicted=16.535781, expected=28.000000 predicted=16.738066, expected=20.000000 predicted=17.331887, expected=8.000000 predicted=15.679759, expected=12.000000 predicted=16.260356, expected=16.000000 predicted=16.381939, expected=64.000000 predicted=38.514234, expected=48.000000 predicted=31.360995, expected=4.000000 predicted=13.397940, expected=4.000000 predicted=14.353639, expected=16.000000 predicted=20.672342, expected=12.000000 predicted=32.079264, expected=16.000000 predicted=24.848637, expected=4.000000 predicted=5.741006, expected=16.000000 predicted=11.165518, expected=12.000000 predicted=13.034425, expected=4.000000 predicted=9.017663, expected=16.000000 predicted=13.968820, expected=4.000000 predicted=6.007487, expected=28.000000 predicted=19.092385, expected=12.000000 predicted=11.515137, expected=4.000000 predicted=7.328511, expected=16.000000 predicted=14.577153, expected=12.000000 predicted=10.331696, expected=12.000000 predicted=17.152429, expected=20.000000 predicted=14.537170, expected=20.000000 predicted=13.171078, expected=8.000000 predicted=12.704750, expected=8.000000 predicted=11.248507, expected=8.000000 predicted=11.040978, expected=12.000000 predicted=14.639230, expected=28.000000 predicted=19.993916, expected=36.000000 predicted=20.216921, expected=16.000000 predicted=14.165992, expected=8.000000 predicted=11.970909, expected=24.000000 predicted=19.628360, expected=16.000000 predicted=21.563355, expected=12.000000 predicted=21.270293, expected=28.000000 predicted=20.181473, expected=12.000000 predicted=12.655484, expected=4.000000 predicted=14.490698, expected=12.000000 predicted=13.774297, expected=4.000000 predicted=9.628710, expected=16.000000 predicted=18.089239, expected=8.000000 predicted=9.124195, expected=24.000000 predicted=13.699353, expected=12.000000 predicted=11.619342, expected=8.000000 predicted=8.823099, expected=4.000000 predicted=10.204423, expected=4.000000 predicted=7.889490, expected=20.000000 predicted=17.870774, expected=8.000000 predicted=9.270110, expected=16.000000 predicted=11.446266, expected=8.000000 predicted=7.214425, expected=4.000000 predicted=6.809706, expected=12.000000 predicted=13.736359, expected=12.000000 predicted=10.125192, expected=12.000000 predicted=12.462044, expected=16.000000 predicted=11.403917, expected=8.000000 predicted=7.878644, expected=16.000000 predicted=13.644848, expected=12.000000 predicted=12.007990, expected=20.000000 predicted=15.575223, expected=8.000000 predicted=11.902400, expected=32.000000 predicted=19.269763, expected=16.000000 predicted=15.910286, expected=12.000000 predicted=14.281966, expected=8.000000 predicted=14.059908, expected=8.000000 predicted=10.966099, expected=20.000000 predicted=21.619312, expected=12.000000 predicted=13.118136, expected=28.000000 predicted=18.238009, expected=8.000000 predicted=9.865667, expected=20.000000 predicted=15.560509, expected=12.000000 predicted=15.556019, expected=12.000000 predicted=13.895819, expected=16.000000 predicted=18.871969, expected=36.000000 predicted=20.931454, expected=16.000000 predicted=17.685358, expected=16.000000 predicted=15.800379, expected=8.000000 predicted=12.583377, expected=12.000000 predicted=15.900374, expected=8.000000 predicted=18.702965, expected=32.000000 predicted=21.027192, expected=8.000000 predicted=12.063634, expected=24.000000 predicted=16.344785, expected=16.000000 predicted=14.547277, expected=4.000000 predicted=10.294644, expected=12.000000 predicted=18.837824, expected=20.000000 predicted=14.425805, expected=24.000000 predicted=20.986597, expected=28.000000 predicted=19.971749, expected=16.000000 predicted=12.984190, expected=20.000000 predicted=17.897294, expected=24.000000 predicted=22.020512, expected=16.000000 predicted=20.505366, expected=12.000000 predicted=19.264282, expected=4.000000 predicted=11.893463, expected=20.000000 predicted=18.676238, expected=4.000000 predicted=13.041146, expected=8.000000 predicted=11.484544, expected=4.000000 predicted=7.685968, expected=12.000000 predicted=8.843152, expected=20.000000 predicted=16.120031, expected=36.000000 predicted=18.191821, expected=8.000000 predicted=10.155843, expected=4.000000 predicted=8.210154, expected=16.000000 predicted=14.861798, expected=16.000000 predicted=17.820241, expected=12.000000 predicted=19.682187, expected=16.000000 predicted=11.927136, expected=20.000000 predicted=13.171820, expected=16.000000 predicted=15.929388, expected=20.000000 predicted=17.435678, expected=4.000000 predicted=10.380536, expected=12.000000 predicted=14.463177, expected=12.000000 predicted=14.831234, expected=20.000000 predicted=16.687708, expected=24.000000 predicted=18.935164, expected=24.000000 predicted=15.152891, expected=8.000000 predicted=12.373247, expected=8.000000 predicted=12.526935, expected=8.000000 predicted=14.365671, expected=16.000000 predicted=17.919738, expected=60.000000 predicted=33.947609, expected=36.000000 predicted=22.054509, expected=4.000000 predicted=12.130676, expected=4.000000 predicted=11.964031, expected=28.000000 predicted=24.549113, expected=8.000000 predicted=28.556715, expected=16.000000 predicted=21.435497, expected=8.000000 predicted=7.780865, expected=20.000000 predicted=13.734228, expected=8.000000 predicted=15.705075, expected=8.000000 predicted=9.593066, expected=20.000000 predicted=16.007767, expected=24.000000 predicted=15.841795, expected=32.000000 predicted=22.980625, expected=28.000000 predicted=18.820179, expected=12.000000 predicted=14.358382, expected=8.000000 predicted=16.611125, expected=12.000000 predicted=18.610596, expected=4.000000 predicted=16.697467, expected=12.000000 predicted=16.678439, expected=40.000000 predicted=21.905819, expected=44.000000 predicted=23.994305, expected=12.000000 predicted=14.785331, expected=8.000000 predicted=11.802842, expected=12.000000 predicted=16.279693, expected=4.000000 Test MSE: 131.855
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273])] predicted=30.953098, expected=20.000000 predicted=25.464860, expected=16.000000 predicted=23.000956, expected=24.000000 predicted=20.041513, expected=20.000000 predicted=18.589704, expected=8.000000 predicted=20.491182, expected=28.000000 predicted=21.850866, expected=40.000000 predicted=25.835335, expected=24.000000 predicted=23.878568, expected=20.000000 predicted=21.613550, expected=24.000000 predicted=21.304520, expected=24.000000 predicted=26.535307, expected=16.000000 predicted=24.518105, expected=24.000000 predicted=22.905509, expected=20.000000 predicted=20.358473, expected=32.000000 predicted=26.208607, expected=28.000000 predicted=24.228854, expected=28.000000 predicted=24.549464, expected=12.000000 predicted=20.095479, expected=24.000000 predicted=24.116649, expected=12.000000 predicted=20.533099, expected=20.000000 predicted=22.496448, expected=24.000000 predicted=21.414942, expected=40.000000 predicted=25.727505, expected=40.000000 predicted=29.011677, expected=12.000000 predicted=18.976065, expected=8.000000 predicted=19.303374, expected=40.000000 predicted=30.612433, expected=32.000000 predicted=30.949407, expected=36.000000 predicted=32.229449, expected=24.000000 predicted=21.517068, expected=8.000000 predicted=18.322119, expected=16.000000 predicted=25.779539, expected=28.000000 predicted=26.486676, expected=76.000000 predicted=44.660336, expected=48.000000 predicted=33.379289, expected=24.000000 predicted=26.882788, expected=28.000000 predicted=30.299308, expected=20.000000 predicted=32.501015, expected=12.000000 predicted=35.910115, expected=28.000000 predicted=30.456396, expected=16.000000 predicted=19.834530, expected=12.000000 predicted=19.170078, expected=32.000000 predicted=22.874326, expected=24.000000 predicted=19.894575, expected=12.000000 predicted=19.574249, expected=12.000000 predicted=15.580179, expected=16.000000 predicted=16.865069, expected=28.000000 predicted=24.720307, expected=16.000000 predicted=17.623038, expected=20.000000 predicted=17.439537, expected=8.000000 predicted=12.767895, expected=20.000000 predicted=19.195144, expected=24.000000 predicted=21.238019, expected=28.000000 predicted=21.440794, expected=16.000000 predicted=17.614077, expected=12.000000 predicted=15.001906, expected=8.000000 predicted=15.456606, expected=4.000000 predicted=14.025385, expected=8.000000 predicted=13.886137, expected=24.000000 predicted=15.947314, expected=44.000000 predicted=23.172718, expected=16.000000 predicted=14.147076, expected=36.000000 predicted=23.523501, expected=16.000000 predicted=17.717532, expected=20.000000 predicted=25.791587, expected=32.000000 predicted=30.204897, expected=16.000000 predicted=20.077955, expected=12.000000 predicted=21.541832, expected=32.000000 predicted=23.210454, expected=16.000000 predicted=19.425362, expected=24.000000 predicted=24.693448, expected=32.000000 predicted=22.691246, expected=28.000000 predicted=23.569426, expected=60.000000 predicted=39.648274, expected=16.000000 predicted=21.948484, expected=28.000000 predicted=31.000615, expected=40.000000 predicted=33.533824, expected=20.000000 predicted=29.684254, expected=48.000000 predicted=42.413564, expected=48.000000 predicted=33.149453, expected=24.000000 predicted=31.686057, expected=8.000000 predicted=25.617370, expected=36.000000 predicted=31.315209, expected=16.000000 predicted=28.838940, expected=16.000000 predicted=27.176856, expected=16.000000 predicted=17.709072, expected=52.000000 predicted=30.160307, expected=16.000000 predicted=22.874082, expected=12.000000 predicted=19.243220, expected=28.000000 predicted=22.182957, expected=20.000000 predicted=22.489722, expected=16.000000 predicted=26.371820, expected=28.000000 predicted=21.020320, expected=28.000000 predicted=21.881536, expected=8.000000 predicted=18.720958, expected=28.000000 predicted=23.232327, expected=24.000000 predicted=20.713818, expected=4.000000 predicted=17.701524, expected=4.000000 predicted=14.500965, expected=36.000000 predicted=21.074254, expected=60.000000 predicted=35.008662, expected=24.000000 predicted=23.280329, expected=12.000000 predicted=17.496675, expected=8.000000 predicted=16.382537, expected=8.000000 predicted=23.497695, expected=32.000000 predicted=32.230855, expected=28.000000 predicted=20.927115, expected=44.000000 predicted=26.510351, expected=20.000000 predicted=18.170371, expected=24.000000 predicted=23.784927, expected=20.000000 predicted=25.661046, expected=8.000000 predicted=21.264074, expected=16.000000 predicted=24.022048, expected=52.000000 predicted=30.629430, expected=28.000000 predicted=24.101388, expected=4.000000 predicted=16.716361, expected=12.000000 predicted=15.730510, expected=4.000000 predicted=15.277229, expected=4.000000 predicted=20.342466, expected=28.000000 predicted=19.433492, expected=28.000000 predicted=14.961271, expected=12.000000 predicted=13.159812, expected=12.000000 predicted=11.864330, expected=12.000000 predicted=12.938672, expected=20.000000 predicted=21.132287, expected=20.000000 predicted=19.292196, expected=4.000000 predicted=10.285486, expected=20.000000 predicted=16.109389, expected=4.000000 predicted=9.700462, expected=24.000000 predicted=19.727471, expected=16.000000 predicted=14.244900, expected=60.000000 predicted=29.997834, expected=28.000000 predicted=22.432377, expected=20.000000 predicted=21.650846, expected=20.000000 predicted=24.014913, expected=16.000000 predicted=23.229305, expected=16.000000 predicted=29.582212, expected=32.000000 predicted=25.725740, expected=16.000000 predicted=18.223845, expected=32.000000 predicted=24.937997, expected=12.000000 predicted=16.231359, expected=16.000000 predicted=19.861607, expected=8.000000 predicted=17.580601, expected=20.000000 predicted=18.796088, expected=32.000000 predicted=24.607646, expected=24.000000 predicted=18.632966, expected=16.000000 predicted=17.530651, expected=16.000000 predicted=16.392079, expected=20.000000 predicted=21.038280, expected=20.000000 predicted=22.766296, expected=32.000000 predicted=24.600265, expected=32.000000 predicted=23.393332, expected=24.000000 predicted=22.483963, expected=48.000000 predicted=32.790721, expected=20.000000 predicted=24.218050, expected=40.000000 predicted=35.771359, expected=16.000000 predicted=25.010270, expected=8.000000 predicted=22.574679, expected=4.000000 predicted=21.326028, expected=28.000000 predicted=22.832219, expected=4.000000 predicted=16.387659, expected=24.000000 predicted=17.805820, expected=24.000000 predicted=14.956567, expected=24.000000 predicted=17.887871, expected=72.000000 predicted=40.045475, expected=20.000000 predicted=20.267071, expected=24.000000 predicted=29.759861, expected=12.000000 predicted=22.004747, expected=24.000000 predicted=29.410656, expected=4.000000 predicted=27.048046, expected=8.000000 predicted=14.946526, expected=16.000000 predicted=15.907138, expected=20.000000 predicted=15.633473, expected=8.000000 predicted=13.164303, expected=8.000000 predicted=8.851800, expected=12.000000 predicted=11.160130, expected=16.000000 predicted=14.645106, expected=8.000000 predicted=11.907877, expected=16.000000 predicted=12.049914, expected=16.000000 predicted=12.368760, expected=16.000000 predicted=14.355784, expected=12.000000 predicted=13.388573, expected=16.000000 predicted=13.612285, expected=16.000000 predicted=15.401931, expected=44.000000 predicted=25.912015, expected=12.000000 predicted=15.765312, expected=8.000000 predicted=15.135180, expected=16.000000 predicted=16.757684, expected=20.000000 predicted=19.737827, expected=12.000000 predicted=20.729680, expected=8.000000 predicted=11.158870, expected=28.000000 predicted=17.539111, expected=20.000000 predicted=17.377583, expected=8.000000 predicted=14.652622, expected=24.000000 predicted=17.600630, expected=16.000000 predicted=15.204628, expected=32.000000 predicted=25.713858, expected=12.000000 predicted=16.006953, expected=4.000000 predicted=12.285568, expected=4.000000 predicted=13.356880, expected=20.000000 predicted=16.907762, expected=16.000000 predicted=17.329064, expected=12.000000 predicted=11.522587, expected=20.000000 predicted=12.820005, expected=24.000000 predicted=16.098849, expected=20.000000 predicted=19.084007, expected=4.000000 predicted=12.515760, expected=28.000000 predicted=20.091365, expected=8.000000 predicted=14.598231, expected=16.000000 predicted=18.520738, expected=20.000000 predicted=16.669573, expected=8.000000 predicted=11.242781, expected=24.000000 predicted=20.716750, expected=16.000000 predicted=13.716768, expected=8.000000 predicted=13.963063, expected=8.000000 predicted=12.969565, expected=4.000000 predicted=9.075018, expected=8.000000 predicted=12.637780, expected=36.000000 predicted=19.546967, expected=32.000000 predicted=18.160981, expected=24.000000 predicted=18.212155, expected=16.000000 predicted=15.701547, expected=24.000000 predicted=21.533939, expected=4.000000 predicted=19.693929, expected=12.000000 predicted=19.686187, expected=48.000000 predicted=28.378930, expected=32.000000 predicted=23.484039, expected=12.000000 predicted=19.646586, expected=44.000000 predicted=26.496869, expected=12.000000 predicted=19.833846, expected=24.000000 predicted=32.091488, expected=36.000000 predicted=28.509758, expected=4.000000 predicted=16.327531, expected=8.000000 predicted=21.997577, expected=12.000000 predicted=13.643590, expected=24.000000 predicted=21.393030, expected=4.000000 predicted=14.554598, expected=4.000000 predicted=7.515354, expected=20.000000 predicted=12.994301, expected=4.000000 predicted=9.497769, expected=16.000000 predicted=15.334428, expected=40.000000 predicted=18.630473, expected=12.000000 predicted=12.684676, expected=16.000000 predicted=18.314309, expected=12.000000 predicted=12.382693, expected=28.000000 predicted=22.838931, expected=28.000000 predicted=25.978926, expected=20.000000 predicted=18.427527, expected=24.000000 predicted=20.872919, expected=12.000000 predicted=16.839202, expected=8.000000 predicted=18.679922, expected=28.000000 predicted=23.246286, expected=4.000000 predicted=13.102360, expected=20.000000 predicted=19.142000, expected=12.000000 predicted=11.824268, expected=4.000000 predicted=10.716943, expected=12.000000 predicted=14.816544, expected=20.000000 predicted=12.738300, expected=36.000000 predicted=22.538302, expected=40.000000 predicted=23.535515, expected=4.000000 predicted=12.446586, expected=20.000000 predicted=20.527359, expected=48.000000 predicted=31.217391, expected=32.000000 predicted=31.602677, expected=20.000000 predicted=27.281733, expected=12.000000 predicted=16.519138, expected=8.000000 predicted=19.698773, expected=12.000000 predicted=23.812547, expected=20.000000 predicted=20.282211, expected=16.000000 predicted=15.539657, expected=24.000000 predicted=17.004130, expected=8.000000 predicted=11.229125, expected=4.000000 predicted=11.715829, expected=8.000000 predicted=12.719850, expected=44.000000 predicted=24.482794, expected=20.000000 predicted=18.059937, expected=12.000000 predicted=14.301580, expected=24.000000 predicted=16.864715, expected=8.000000 predicted=15.004853, expected=4.000000 predicted=19.493426, expected=32.000000 predicted=20.854577, expected=4.000000 predicted=10.463226, expected=8.000000 predicted=14.722992, expected=28.000000 predicted=15.435522, expected=20.000000 predicted=15.264502, expected=16.000000 predicted=19.735579, expected=4.000000 predicted=8.825463, expected=44.000000 predicted=25.059899, expected=12.000000 predicted=18.042385, expected=32.000000 predicted=25.343306, expected=20.000000 predicted=18.077630, expected=16.000000 predicted=18.751873, expected=12.000000 predicted=22.663218, expected=48.000000 predicted=28.224998, expected=56.000000 predicted=36.093522, expected=36.000000 predicted=30.451243, expected=32.000000 predicted=29.847021, expected=8.000000 predicted=22.579662, expected=20.000000 predicted=33.776962, expected=16.000000 predicted=28.960078, expected=16.000000 predicted=23.054442, expected=12.000000 predicted=17.726782, expected=8.000000 predicted=11.306648, expected=20.000000 predicted=17.307373, expected=36.000000 predicted=21.991727, expected=12.000000 predicted=15.177788, expected=8.000000 predicted=13.683228, expected=44.000000 predicted=24.751233, expected=40.000000 predicted=28.404484, expected=16.000000 predicted=25.059151, expected=4.000000 predicted=14.807609, expected=24.000000 predicted=21.519506, expected=24.000000 predicted=27.676447, expected=24.000000 predicted=25.392010, expected=12.000000 predicted=15.029163, expected=24.000000 predicted=18.322779, expected=8.000000 predicted=16.560867, expected=20.000000 predicted=20.694771, expected=20.000000 predicted=18.545755, expected=28.000000 predicted=20.409088, expected=32.000000 predicted=24.115013, expected=16.000000 predicted=17.273819, expected=20.000000 predicted=21.917069, expected=24.000000 predicted=22.748404, expected=12.000000 predicted=20.522087, expected=12.000000 predicted=19.592587, expected=16.000000 predicted=16.251642, expected=12.000000 predicted=15.655499, expected=24.000000 predicted=19.714437, expected=12.000000 predicted=12.874527, expected=16.000000 predicted=15.482520, expected=20.000000 predicted=16.868994, expected=12.000000 predicted=14.462035, expected=56.000000 predicted=31.962567, expected=28.000000 predicted=21.284315, expected=20.000000 predicted=23.738194, expected=4.000000 predicted=16.898539, expected=40.000000 predicted=29.434482, expected=24.000000 predicted=30.353441, expected=28.000000 predicted=26.361475, expected=20.000000 predicted=20.455020, expected=4.000000 predicted=14.297856, expected=28.000000 predicted=27.876670, expected=20.000000 predicted=20.311431, expected=16.000000 predicted=20.289816, expected=24.000000 predicted=19.583827, expected=28.000000 predicted=19.589309, expected=28.000000 predicted=25.408652, expected=12.000000 predicted=18.413480, expected=12.000000 predicted=17.867933, expected=16.000000 predicted=19.633718, expected=8.000000 predicted=16.751884, expected=16.000000 predicted=17.518840, expected=40.000000 predicted=21.836539, expected=12.000000 predicted=14.300499, expected=8.000000 predicted=15.023440, expected=12.000000 predicted=13.391351, expected=8.000000 predicted=14.646861, expected=24.000000 predicted=22.486136, expected=32.000000 predicted=18.599149, expected=20.000000 predicted=16.203467, expected=24.000000 predicted=19.682062, expected=16.000000 predicted=17.224108, expected=12.000000 predicted=19.984786, expected=24.000000 predicted=23.601430, expected=16.000000 predicted=17.896571, expected=16.000000 predicted=18.659277, expected=12.000000 predicted=14.562511, expected=12.000000 predicted=14.348821, expected=4.000000 predicted=12.861190, expected=4.000000 predicted=10.113812, expected=24.000000 predicted=15.594297, expected=16.000000 predicted=12.331525, expected=24.000000 predicted=16.324250, expected=12.000000 predicted=10.999628, expected=24.000000 predicted=17.689146, expected=16.000000 predicted=18.432855, expected=40.000000 predicted=26.201807, expected=16.000000 predicted=19.450088, expected=12.000000 predicted=17.756846, expected=32.000000 predicted=25.121231, expected=16.000000 predicted=19.552589, expected=8.000000 predicted=20.877500, expected=12.000000 predicted=14.717683, expected=16.000000 predicted=15.740063, expected=24.000000 predicted=21.513441, expected=8.000000 predicted=12.189126, expected=12.000000 predicted=12.607909, expected=4.000000 predicted=10.008080, expected=12.000000 predicted=13.698213, expected=8.000000 predicted=11.825159, expected=24.000000 predicted=14.276225, expected=12.000000 predicted=11.030104, expected=12.000000 predicted=11.222239, expected=24.000000 predicted=16.520905, expected=28.000000 predicted=18.875638, expected=8.000000 predicted=16.015495, expected=4.000000 predicted=11.932796, expected=28.000000 predicted=19.381756, expected=16.000000 predicted=17.915180, expected=12.000000 predicted=17.066587, expected=20.000000 predicted=14.491610, expected=12.000000 predicted=12.834720, expected=8.000000 Test MSE: 156.755
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019])] predicted=34.732613, expected=24.000000 predicted=33.023906, expected=12.000000 predicted=24.743051, expected=24.000000 predicted=26.278237, expected=16.000000 predicted=27.344403, expected=20.000000 predicted=23.333862, expected=8.000000 predicted=16.133304, expected=16.000000 predicted=14.867255, expected=12.000000 predicted=15.473839, expected=8.000000 predicted=12.561574, expected=8.000000 predicted=11.038816, expected=8.000000 predicted=9.192037, expected=28.000000 predicted=15.305111, expected=16.000000 predicted=15.456183, expected=24.000000 predicted=16.740203, expected=16.000000 predicted=16.564497, expected=32.000000 predicted=21.538854, expected=16.000000 predicted=22.332902, expected=40.000000 predicted=25.518777, expected=36.000000 predicted=29.882888, expected=52.000000 predicted=35.568540, expected=24.000000 predicted=33.878192, expected=40.000000 predicted=33.351558, expected=32.000000 predicted=36.503827, expected=28.000000 predicted=34.055986, expected=44.000000 predicted=37.444891, expected=40.000000 predicted=36.217717, expected=60.000000 predicted=44.151327, expected=12.000000 predicted=34.797068, expected=8.000000 predicted=25.308611, expected=28.000000 predicted=28.271373, expected=12.000000 predicted=25.497310, expected=20.000000 predicted=23.479053, expected=28.000000 predicted=19.199691, expected=24.000000 predicted=21.300718, expected=28.000000 predicted=24.479750, expected=16.000000 predicted=20.605107, expected=12.000000 predicted=18.999480, expected=24.000000 predicted=21.135126, expected=20.000000 predicted=21.193602, expected=4.000000 predicted=16.076684, expected=16.000000 predicted=13.800178, expected=4.000000 predicted=11.732280, expected=16.000000 predicted=13.838810, expected=32.000000 predicted=18.197749, expected=16.000000 predicted=16.791891, expected=4.000000 predicted=13.093595, expected=16.000000 predicted=12.510544, expected=12.000000 predicted=15.240864, expected=20.000000 predicted=17.734725, expected=4.000000 predicted=11.587083, expected=12.000000 predicted=10.217508, expected=8.000000 predicted=11.152181, expected=4.000000 predicted=9.021583, expected=32.000000 predicted=15.467928, expected=8.000000 predicted=12.915473, expected=12.000000 predicted=12.306619, expected=4.000000 predicted=9.261611, expected=20.000000 predicted=13.073470, expected=28.000000 predicted=19.978124, expected=24.000000 predicted=18.684109, expected=16.000000 predicted=17.480486, expected=4.000000 predicted=13.143892, expected=16.000000 predicted=15.968983, expected=16.000000 predicted=17.427868, expected=20.000000 predicted=17.317178, expected=24.000000 predicted=17.601913, expected=20.000000 predicted=17.483363, expected=20.000000 predicted=19.291086, expected=60.000000 predicted=30.851992, expected=40.000000 predicted=35.424525, expected=52.000000 predicted=39.145398, expected=56.000000 predicted=43.495242, expected=44.000000 predicted=45.745049, expected=4.000000 predicted=36.891585, expected=12.000000 predicted=26.588502, expected=32.000000 predicted=31.118956, expected=8.000000 predicted=25.437411, expected=36.000000 predicted=24.663684, expected=80.000000 predicted=37.174395, expected=28.000000 predicted=37.099515, expected=4.000000 predicted=26.868191, expected=24.000000 predicted=23.048285, expected=12.000000 predicted=26.170537, expected=44.000000 predicted=36.329270, expected=28.000000 predicted=26.483689, expected=24.000000 predicted=22.896663, expected=12.000000 predicted=21.120995, expected=12.000000 predicted=18.247096, expected=24.000000 predicted=23.899344, expected=12.000000 predicted=18.745817, expected=8.000000 predicted=14.348936, expected=16.000000 predicted=13.152931, expected=12.000000 predicted=13.672333, expected=8.000000 predicted=13.052856, expected=16.000000 predicted=12.088472, expected=24.000000 predicted=15.591907, expected=24.000000 predicted=18.986566, expected=12.000000 predicted=15.885979, expected=24.000000 predicted=17.651313, expected=8.000000 predicted=16.349315, expected=12.000000 predicted=16.028635, expected=4.000000 predicted=12.099557, expected=20.000000 predicted=13.575275, expected=8.000000 predicted=13.185077, expected=8.000000 predicted=9.544953, expected=16.000000 predicted=11.459354, expected=16.000000 predicted=12.661961, expected=8.000000 predicted=12.777563, expected=8.000000 predicted=9.541158, expected=20.000000 predicted=12.973349, expected=8.000000 predicted=12.831811, expected=8.000000 predicted=10.830898, expected=44.000000 predicted=19.421299, expected=44.000000 predicted=27.720350, expected=20.000000 predicted=25.882554, expected=24.000000 predicted=22.703104, expected=32.000000 predicted=26.818723, expected=32.000000 predicted=33.374796, expected=16.000000 predicted=27.350072, expected=12.000000 predicted=19.709052, expected=8.000000 predicted=17.130299, expected=16.000000 predicted=18.199642, expected=8.000000 predicted=14.902196, expected=8.000000 predicted=10.732673, expected=36.000000 predicted=17.684192, expected=60.000000 predicted=30.610533, expected=44.000000 predicted=34.909801, expected=12.000000 predicted=25.436836, expected=24.000000 predicted=25.701177, expected=12.000000 predicted=26.388272, expected=28.000000 predicted=30.089690, expected=24.000000 predicted=25.468795, expected=40.000000 predicted=26.316905, expected=24.000000 predicted=26.379210, expected=36.000000 predicted=27.951966, expected=4.000000 predicted=22.422733, expected=16.000000 predicted=20.391567, expected=52.000000 predicted=32.336950, expected=28.000000 predicted=29.581880, expected=12.000000 predicted=23.858502, expected=8.000000 predicted=15.235276, expected=32.000000 predicted=23.803211, expected=36.000000 predicted=31.434485, expected=32.000000 predicted=27.645531, expected=36.000000 predicted=27.648715, expected=56.000000 predicted=36.583154, expected=56.000000 predicted=45.246161, expected=12.000000 predicted=34.536865, expected=24.000000 predicted=31.304185, expected=52.000000 predicted=39.840601, expected=32.000000 predicted=39.396665, expected=16.000000 predicted=30.637375, expected=28.000000 predicted=25.713383, expected=16.000000 predicted=24.942376, expected=28.000000 predicted=28.840281, expected=16.000000 predicted=22.083500, expected=24.000000 predicted=21.248175, expected=4.000000 predicted=16.962822, expected=12.000000 predicted=14.672774, expected=40.000000 predicted=23.888403, expected=20.000000 predicted=20.823309, expected=36.000000 predicted=25.636822, expected=36.000000 predicted=26.596507, expected=8.000000 predicted=22.219220, expected=12.000000 predicted=22.198151, expected=40.000000 predicted=26.362189, expected=36.000000 predicted=30.756350, expected=28.000000 predicted=28.652685, expected=28.000000 predicted=25.242453, expected=28.000000 predicted=27.402129, expected=24.000000 predicted=29.582508, expected=16.000000 predicted=24.828364, expected=24.000000 predicted=23.977799, expected=44.000000 predicted=30.243016, expected=36.000000 predicted=31.260460, expected=16.000000 predicted=25.473982, expected=8.000000 predicted=19.821534, expected=24.000000 predicted=23.419430, expected=16.000000 predicted=23.130291, expected=28.000000 predicted=23.253543, expected=24.000000 predicted=20.631595, expected=8.000000 predicted=15.985007, expected=36.000000 predicted=24.337240, expected=24.000000 predicted=23.154784, expected=8.000000 predicted=19.621712, expected=4.000000 predicted=14.376903, expected=8.000000 predicted=11.872072, expected=28.000000 predicted=20.018004, expected=12.000000 predicted=14.975930, expected=8.000000 predicted=10.847317, expected=20.000000 predicted=13.665304, expected=4.000000 predicted=11.457185, expected=12.000000 predicted=13.759251, expected=48.000000 predicted=22.448252, expected=20.000000 predicted=20.209661, expected=12.000000 predicted=18.716755, expected=4.000000 predicted=12.932771, expected=4.000000 predicted=12.841147, expected=8.000000 predicted=15.136735, expected=20.000000 predicted=13.206437, expected=40.000000 predicted=19.934463, expected=8.000000 predicted=14.001411, expected=44.000000 predicted=23.879683, expected=32.000000 predicted=26.402883, expected=28.000000 predicted=28.793145, expected=16.000000 predicted=26.305246, expected=16.000000 predicted=20.860040, expected=20.000000 predicted=24.863479, expected=12.000000 predicted=19.388164, expected=20.000000 predicted=19.011220, expected=16.000000 predicted=16.548009, expected=12.000000 predicted=15.259645, expected=28.000000 predicted=19.612550, expected=12.000000 predicted=16.114302, expected=20.000000 predicted=18.335006, expected=28.000000 predicted=20.647683, expected=4.000000 predicted=15.189779, expected=12.000000 predicted=16.114165, expected=16.000000 predicted=14.566306, expected=4.000000 predicted=12.478639, expected=24.000000 predicted=16.552506, expected=16.000000 predicted=13.318841, expected=24.000000 predicted=17.682717, expected=24.000000 predicted=19.339390, expected=16.000000 predicted=17.382383, expected=8.000000 predicted=16.658280, expected=20.000000 predicted=17.401146, expected=16.000000 predicted=17.820950, expected=12.000000 predicted=15.815795, expected=12.000000 predicted=13.486781, expected=24.000000 predicted=16.268749, expected=8.000000 predicted=14.659385, expected=20.000000 predicted=15.994303, expected=36.000000 predicted=21.457908, expected=12.000000 predicted=18.310941, expected=4.000000 predicted=15.143345, expected=8.000000 predicted=11.798642, expected=24.000000 predicted=17.836979, expected=4.000000 predicted=14.296929, expected=12.000000 predicted=10.900787, expected=8.000000 predicted=9.025846, expected=28.000000 predicted=15.983697, expected=20.000000 predicted=17.884277, expected=4.000000 predicted=11.349533, expected=20.000000 predicted=15.287247, expected=8.000000 predicted=12.930973, expected=20.000000 predicted=17.508911, expected=4.000000 predicted=11.622989, expected=20.000000 predicted=13.194922, expected=44.000000 predicted=23.840712, expected=48.000000 predicted=29.430625, expected=32.000000 predicted=30.243589, expected=16.000000 predicted=24.449843, expected=24.000000 predicted=27.680172, expected=4.000000 predicted=23.349086, expected=8.000000 predicted=19.324234, expected=4.000000 predicted=12.465662, expected=12.000000 predicted=11.083108, expected=4.000000 predicted=9.001870, expected=4.000000 predicted=5.426365, expected=16.000000 predicted=9.183039, expected=16.000000 predicted=10.759719, expected=8.000000 predicted=10.270762, expected=8.000000 predicted=8.752588, expected=12.000000 predicted=10.224200, expected=4.000000 predicted=9.520182, expected=8.000000 predicted=9.039837, expected=4.000000 predicted=6.521040, expected=12.000000 predicted=8.500088, expected=4.000000 predicted=7.059672, expected=8.000000 predicted=6.698829, expected=4.000000 predicted=6.100523, expected=8.000000 predicted=6.581095, expected=16.000000 predicted=10.150182, expected=4.000000 predicted=7.059010, expected=8.000000 predicted=7.864639, expected=20.000000 predicted=11.366928, expected=20.000000 predicted=14.356602, expected=8.000000 predicted=12.583321, expected=32.000000 predicted=17.762522, expected=28.000000 predicted=21.101182, expected=44.000000 predicted=29.482174, expected=16.000000 predicted=24.130441, expected=4.000000 predicted=17.562407, expected=20.000000 predicted=21.792453, expected=4.000000 predicted=16.135617, expected=12.000000 predicted=16.269616, expected=8.000000 predicted=10.157670, expected=16.000000 predicted=11.277933, expected=8.000000 predicted=11.258600, expected=44.000000 predicted=20.259500, expected=4.000000 predicted=14.792015, expected=20.000000 predicted=16.631159, expected=16.000000 predicted=17.139660, expected=20.000000 predicted=18.139684, expected=16.000000 predicted=20.364725, expected=8.000000 predicted=12.488357, expected=20.000000 predicted=16.771883, expected=4.000000 predicted=12.277591, expected=20.000000 predicted=15.300642, expected=28.000000 predicted=18.423518, expected=16.000000 predicted=16.656594, expected=16.000000 predicted=17.339295, expected=20.000000 predicted=16.972739, expected=28.000000 predicted=22.379773, expected=24.000000 predicted=23.130854, expected=24.000000 predicted=21.991582, expected=4.000000 predicted=16.413051, expected=20.000000 predicted=18.796020, expected=8.000000 predicted=16.165726, expected=8.000000 predicted=13.348922, expected=8.000000 predicted=11.270435, expected=8.000000 predicted=8.579634, expected=8.000000 predicted=9.816274, expected=12.000000 predicted=9.192575, expected=16.000000 predicted=11.201158, expected=4.000000 predicted=8.709940, expected=4.000000 predicted=7.416019, expected=8.000000 predicted=7.904366, expected=4.000000 predicted=7.200442, expected=8.000000 predicted=7.605077, expected=4.000000 predicted=5.086451, expected=16.000000 predicted=8.658847, expected=20.000000 predicted=12.250693, expected=8.000000 predicted=10.210353, expected=44.000000 predicted=21.264696, expected=28.000000 predicted=22.473576, expected=28.000000 predicted=25.406409, expected=4.000000 predicted=18.739319, expected=16.000000 predicted=18.254508, expected=32.000000 predicted=26.277662, expected=4.000000 predicted=17.072559, expected=12.000000 predicted=15.142077, expected=20.000000 predicted=14.677789, expected=4.000000 predicted=12.866966, expected=8.000000 predicted=12.486881, expected=12.000000 predicted=9.705184, expected=116.000000 predicted=44.265946, expected=176.000000 predicted=92.083612, expected=60.000000 predicted=66.408603, expected=108.000000 predicted=86.507218, expected=40.000000 predicted=70.930114, expected=32.000000 predicted=74.371749, expected=32.000000 predicted=64.006677, expected=48.000000 predicted=50.215759, expected=24.000000 predicted=44.600126, expected=24.000000 predicted=30.499394, expected=16.000000 predicted=24.524977, expected=48.000000 predicted=34.819410, expected=48.000000 predicted=40.357129, expected=40.000000 predicted=36.975325, expected=28.000000 predicted=32.404427, expected=32.000000 predicted=32.432474, expected=24.000000 predicted=32.924295, expected=44.000000 predicted=37.801225, expected=28.000000 predicted=32.733864, expected=16.000000 predicted=25.402120, expected=4.000000 predicted=17.933895, expected=48.000000 predicted=30.349922, expected=8.000000 predicted=23.145188, expected=28.000000 predicted=23.439683, expected=72.000000 predicted=39.471028, expected=44.000000 predicted=39.177220, expected=16.000000 predicted=33.403167, expected=16.000000 predicted=23.397214, expected=48.000000 predicted=36.917592, expected=20.000000 predicted=34.293736, expected=40.000000 predicted=33.938348, expected=40.000000 predicted=32.495163, expected=24.000000 predicted=29.430775, expected=12.000000 predicted=26.156304, expected=12.000000 predicted=19.197299, expected=36.000000 predicted=28.569183, expected=16.000000 predicted=23.205539, expected=32.000000 predicted=24.999836, expected=32.000000 predicted=25.597463, expected=40.000000 predicted=30.965408, expected=16.000000 predicted=26.837460, expected=24.000000 predicted=24.522941, expected=44.000000 predicted=33.664843, expected=20.000000 predicted=28.096207, expected=12.000000 predicted=23.079547, expected=40.000000 predicted=27.639973, expected=48.000000 predicted=35.611320, expected=16.000000 predicted=29.173336, expected=20.000000 predicted=23.980116, expected=28.000000 predicted=25.211980, expected=20.000000 predicted=26.304769, expected=20.000000 predicted=25.002709, expected=40.000000 predicted=27.519801, expected=24.000000 predicted=25.678540, expected=12.000000 predicted=21.567220, expected=4.000000 predicted=14.806087, expected=28.000000 predicted=20.923827, expected=24.000000 predicted=23.514188, expected=8.000000 predicted=15.816774, expected=20.000000 predicted=16.633322, expected=8.000000 predicted=12.413209, expected=8.000000 predicted=13.818871, expected=16.000000 predicted=14.464827, expected=16.000000 predicted=13.268428, expected=16.000000 predicted=15.262712, expected=36.000000 predicted=21.594849, expected=36.000000 predicted=25.790314, expected=4.000000 predicted=17.653105, expected=16.000000 predicted=18.254207, expected=24.000000 Test MSE: 266.382
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688])] predicted=23.868413, expected=40.000000 predicted=34.156058, expected=68.000000 predicted=41.055683, expected=28.000000 predicted=32.732379, expected=16.000000 predicted=38.030666, expected=24.000000 predicted=30.705887, expected=52.000000 predicted=33.300914, expected=28.000000 predicted=34.300353, expected=44.000000 predicted=36.723527, expected=40.000000 predicted=36.544987, expected=84.000000 predicted=48.396830, expected=32.000000 predicted=47.379000, expected=24.000000 predicted=42.332542, expected=36.000000 predicted=43.628953, expected=20.000000 predicted=29.059158, expected=28.000000 predicted=35.618877, expected=40.000000 predicted=31.468158, expected=32.000000 predicted=28.884661, expected=12.000000 predicted=27.863953, expected=16.000000 predicted=24.011674, expected=44.000000 predicted=27.672278, expected=16.000000 predicted=23.141569, expected=24.000000 predicted=26.532098, expected=8.000000 predicted=19.774378, expected=60.000000 predicted=28.514961, expected=36.000000 predicted=32.194393, expected=40.000000 predicted=33.824784, expected=28.000000 predicted=37.162218, expected=16.000000 predicted=26.266615, expected=36.000000 predicted=35.076261, expected=40.000000 predicted=31.088204, expected=64.000000 predicted=40.797330, expected=16.000000 predicted=34.472461, expected=16.000000 predicted=31.259316, expected=48.000000 predicted=37.175209, expected=52.000000 predicted=34.814882, expected=40.000000 predicted=41.806309, expected=56.000000 predicted=44.695302, expected=76.000000 predicted=51.440740, expected=40.000000 predicted=50.407668, expected=24.000000 predicted=48.305881, expected=40.000000 predicted=44.760117, expected=8.000000 predicted=30.222759, expected=20.000000 predicted=31.305728, expected=56.000000 predicted=34.014008, expected=56.000000 predicted=33.925880, expected=20.000000 predicted=36.141990, expected=12.000000 predicted=30.736810, expected=20.000000 predicted=26.057535, expected=4.000000 predicted=19.310100, expected=32.000000 predicted=24.634685, expected=20.000000 predicted=18.148786, expected=36.000000 predicted=22.615996, expected=24.000000 predicted=25.607060, expected=28.000000 predicted=23.865143, expected=36.000000 predicted=31.315198, expected=16.000000 predicted=23.877537, expected=28.000000 predicted=28.893005, expected=12.000000 predicted=21.762156, expected=24.000000 predicted=22.038028, expected=24.000000 predicted=23.735094, expected=24.000000 predicted=20.406292, expected=36.000000 predicted=27.669912, expected=4.000000 predicted=18.393956, expected=24.000000 predicted=23.329005, expected=20.000000 predicted=20.740346, expected=40.000000 predicted=23.966753, expected=20.000000 predicted=25.920273, expected=4.000000 predicted=17.420204, expected=36.000000 predicted=26.243243, expected=28.000000 predicted=21.390468, expected=48.000000 predicted=32.096732, expected=20.000000 predicted=28.803449, expected=48.000000 predicted=33.075390, expected=24.000000 predicted=33.322295, expected=16.000000 predicted=26.982943, expected=36.000000 predicted=33.966332, expected=8.000000 predicted=19.506462, expected=16.000000 predicted=23.598324, expected=40.000000 predicted=25.689122, expected=12.000000 predicted=17.371221, expected=28.000000 predicted=26.430893, expected=28.000000 predicted=23.592662, expected=24.000000 predicted=22.225058, expected=16.000000 predicted=25.400317, expected=40.000000 predicted=26.061011, expected=32.000000 predicted=27.500685, expected=40.000000 predicted=32.040297, expected=24.000000 predicted=31.082577, expected=32.000000 predicted=30.177025, expected=36.000000 predicted=33.936437, expected=16.000000 predicted=26.771186, expected=32.000000 predicted=31.215768, expected=36.000000 predicted=29.111428, expected=40.000000 predicted=31.720670, expected=28.000000 predicted=33.234700, expected=40.000000 predicted=33.643329, expected=20.000000 predicted=30.636049, expected=16.000000 predicted=27.296912, expected=44.000000 predicted=32.624340, expected=40.000000 predicted=29.759639, expected=56.000000 predicted=40.224162, expected=32.000000 predicted=37.697508, expected=32.000000 predicted=36.511209, expected=60.000000 predicted=45.986132, expected=32.000000 predicted=37.990416, expected=20.000000 predicted=38.192681, expected=16.000000 predicted=30.971568, expected=32.000000 predicted=27.314926, expected=20.000000 predicted=26.811274, expected=20.000000 predicted=23.401094, expected=28.000000 predicted=24.269463, expected=8.000000 predicted=17.517837, expected=28.000000 predicted=23.571228, expected=36.000000 predicted=24.404066, expected=44.000000 predicted=28.579991, expected=8.000000 predicted=26.302468, expected=64.000000 predicted=36.594119, expected=36.000000 predicted=34.715887, expected=24.000000 predicted=33.542222, expected=32.000000 predicted=38.971594, expected=24.000000 predicted=25.933669, expected=48.000000 predicted=37.958946, expected=24.000000 predicted=30.952022, expected=16.000000 predicted=27.168655, expected=52.000000 predicted=35.820478, expected=32.000000 predicted=29.283525, expected=32.000000 predicted=35.279748, expected=28.000000 predicted=33.197541, expected=72.000000 predicted=40.195378, expected=32.000000 predicted=40.211828, expected=56.000000 predicted=46.323598, expected=56.000000 predicted=49.916472, expected=28.000000 predicted=40.368765, expected=44.000000 predicted=49.925051, expected=60.000000 predicted=45.516505, expected=40.000000 predicted=44.292522, expected=48.000000 predicted=49.258740, expected=32.000000 predicted=41.369406, expected=32.000000 predicted=39.282140, expected=36.000000 predicted=40.095441, expected=32.000000 predicted=34.004916, expected=32.000000 predicted=35.004443, expected=52.000000 predicted=37.981197, expected=28.000000 predicted=34.164320, expected=20.000000 predicted=33.089072, expected=24.000000 predicted=30.773815, expected=16.000000 predicted=23.336834, expected=28.000000 predicted=26.876014, expected=16.000000 predicted=21.074932, expected=60.000000 predicted=30.924930, expected=20.000000 predicted=27.528920, expected=36.000000 predicted=31.796297, expected=28.000000 predicted=33.323992, expected=20.000000 predicted=25.064542, expected=48.000000 predicted=37.573372, expected=24.000000 predicted=27.471065, expected=32.000000 predicted=32.304798, expected=8.000000 predicted=26.032967, expected=16.000000 predicted=20.977839, expected=56.000000 predicted=32.146933, expected=36.000000 predicted=27.680282, expected=28.000000 predicted=33.097440, expected=68.000000 predicted=42.393382, expected=32.000000 predicted=36.149754, expected=12.000000 predicted=37.497268, expected=28.000000 predicted=34.812546, expected=40.000000 predicted=29.228671, expected=8.000000 predicted=27.231099, expected=24.000000 predicted=26.490410, expected=32.000000 predicted=23.792218, expected=52.000000 predicted=30.419827, expected=12.000000 predicted=28.926222, expected=16.000000 predicted=25.508045, expected=28.000000 predicted=26.500111, expected=12.000000 predicted=19.033204, expected=16.000000 predicted=22.782169, expected=60.000000 predicted=28.198042, expected=64.000000 predicted=35.119202, expected=16.000000 predicted=34.997113, expected=28.000000 predicted=37.801314, expected=48.000000 predicted=36.400527, expected=20.000000 predicted=31.847698, expected=8.000000 predicted=30.756828, expected=28.000000 predicted=25.133523, expected=40.000000 predicted=25.301487, expected=12.000000 predicted=24.247998, expected=36.000000 predicted=28.820142, expected=52.000000 predicted=31.342870, expected=16.000000 predicted=27.351437, expected=20.000000 predicted=32.498426, expected=52.000000 predicted=32.755113, expected=28.000000 predicted=28.835364, expected=32.000000 predicted=36.236579, expected=56.000000 predicted=38.737959, expected=72.000000 predicted=43.992614, expected=24.000000 predicted=44.303295, expected=28.000000 predicted=43.172934, expected=56.000000 predicted=44.000286, expected=24.000000 predicted=34.749720, expected=44.000000 predicted=44.396603, expected=36.000000 predicted=36.404297, expected=48.000000 predicted=37.718652, expected=12.000000 predicted=35.734369, expected=36.000000 predicted=33.450673, expected=36.000000 predicted=33.792059, expected=36.000000 predicted=31.279346, expected=28.000000 predicted=35.268835, expected=32.000000 predicted=30.219302, expected=24.000000 predicted=30.265097, expected=12.000000 predicted=25.226634, expected=40.000000 predicted=29.619363, expected=44.000000 predicted=29.415807, expected=32.000000 predicted=31.543847, expected=44.000000 predicted=38.120068, expected=20.000000 predicted=30.141647, expected=40.000000 predicted=36.290079, expected=20.000000 predicted=31.259828, expected=20.000000 predicted=26.561522, expected=36.000000 predicted=31.448622, expected=64.000000 predicted=34.118369, expected=40.000000 predicted=38.447163, expected=20.000000 predicted=36.335898, expected=56.000000 predicted=43.005347, expected=24.000000 predicted=33.140199, expected=32.000000 predicted=38.685794, expected=44.000000 predicted=38.916943, expected=64.000000 predicted=39.037617, expected=28.000000 predicted=41.924460, expected=36.000000 predicted=41.111608, expected=40.000000 predicted=40.175530, expected=12.000000 predicted=30.069633, expected=40.000000 predicted=38.306000, expected=40.000000 predicted=31.514731, expected=24.000000 predicted=29.635471, expected=20.000000 predicted=32.005017, expected=32.000000 predicted=26.945208, expected=32.000000 predicted=28.737645, expected=44.000000 predicted=33.770019, expected=48.000000 predicted=36.610454, expected=24.000000 predicted=33.261891, expected=56.000000 predicted=43.126031, expected=72.000000 predicted=47.378570, expected=24.000000 predicted=41.841218, expected=48.000000 predicted=51.447744, expected=20.000000 predicted=36.269555, expected=32.000000 predicted=36.335024, expected=20.000000 predicted=34.821291, expected=8.000000 predicted=20.499018, expected=40.000000 predicted=29.590312, expected=60.000000 predicted=30.670831, expected=16.000000 predicted=28.986498, expected=20.000000 predicted=32.595343, expected=60.000000 predicted=35.727267, expected=68.000000 predicted=40.870837, expected=28.000000 predicted=44.230798, expected=36.000000 predicted=44.264246, expected=16.000000 predicted=33.172074, expected=20.000000 predicted=31.058427, expected=32.000000 predicted=32.291873, expected=52.000000 predicted=30.636494, expected=16.000000 predicted=28.605450, expected=12.000000 predicted=26.585857, expected=56.000000 predicted=33.773016, expected=8.000000 predicted=21.369433, expected=44.000000 predicted=35.992938, expected=48.000000 predicted=34.145274, expected=36.000000 predicted=30.820130, expected=16.000000 predicted=37.802862, expected=24.000000 predicted=28.266403, expected=48.000000 predicted=33.846772, expected=16.000000 predicted=27.335691, expected=28.000000 predicted=31.179989, expected=24.000000 predicted=26.162617, expected=60.000000 predicted=32.873238, expected=28.000000 predicted=34.317682, expected=16.000000 predicted=29.960727, expected=56.000000 predicted=39.770252, expected=20.000000 predicted=26.926870, expected=40.000000 predicted=38.716736, expected=96.000000 predicted=50.433069, expected=36.000000 predicted=39.770784, expected=28.000000 predicted=52.177504, expected=44.000000 predicted=46.340627, expected=60.000000 predicted=42.788115, expected=28.000000 predicted=46.410734, expected=20.000000 predicted=38.115761, expected=40.000000 predicted=36.529796, expected=28.000000 predicted=30.380846, expected=20.000000 predicted=31.780849, expected=44.000000 predicted=33.159282, expected=44.000000 predicted=31.277590, expected=28.000000 predicted=34.229232, expected=52.000000 predicted=41.116175, expected=32.000000 predicted=34.562307, expected=36.000000 predicted=39.006559, expected=32.000000 predicted=38.138008, expected=16.000000 predicted=28.531854, expected=28.000000 predicted=32.295180, expected=60.000000 predicted=34.601636, expected=44.000000 predicted=35.290744, expected=16.000000 predicted=35.384006, expected=36.000000 predicted=36.937394, expected=44.000000 predicted=33.797383, expected=52.000000 predicted=40.693592, expected=48.000000 predicted=44.011961, expected=12.000000 predicted=34.095991, expected=40.000000 predicted=40.009107, expected=28.000000 predicted=32.337841, expected=12.000000 predicted=27.392522, expected=40.000000 predicted=33.745757, expected=56.000000 predicted=30.596052, expected=100.000000 predicted=51.995100, expected=20.000000 predicted=44.679694, expected=28.000000 predicted=48.135127, expected=72.000000 predicted=54.052620, expected=48.000000 predicted=42.761335, expected=16.000000 predicted=48.505342, expected=12.000000 predicted=35.192500, expected=32.000000 predicted=28.914516, expected=48.000000 predicted=33.537079, expected=28.000000 predicted=30.588741, expected=48.000000 predicted=36.882650, expected=28.000000 predicted=32.569103, expected=36.000000 predicted=35.950634, expected=16.000000 predicted=32.717899, expected=68.000000 predicted=38.953822, expected=28.000000 predicted=34.676260, expected=68.000000 predicted=45.482492, expected=32.000000 predicted=43.681694, expected=56.000000 predicted=44.330983, expected=20.000000 predicted=44.915016, expected=36.000000 predicted=37.121944, expected=36.000000 predicted=40.733759, expected=60.000000 predicted=38.321472, expected=36.000000 predicted=41.821895, expected=28.000000 predicted=37.408631, expected=28.000000 predicted=37.933597, expected=16.000000 predicted=28.273176, expected=24.000000 predicted=29.910185, expected=36.000000 predicted=27.638561, expected=24.000000 predicted=24.492739, expected=56.000000 predicted=35.276675, expected=32.000000 predicted=31.763325, expected=44.000000 predicted=37.920058, expected=32.000000 predicted=39.109418, expected=40.000000 predicted=36.076947, expected=44.000000 predicted=42.002666, expected=16.000000 predicted=31.711117, expected=40.000000 predicted=37.930616, expected=64.000000 predicted=39.923889, expected=36.000000 predicted=37.257531, expected=20.000000 predicted=40.244544, expected=52.000000 predicted=40.945932, expected=64.000000 predicted=42.363188, expected=40.000000 predicted=45.108732, expected=36.000000 predicted=46.383749, expected=64.000000 predicted=48.026042, expected=80.000000 predicted=54.396297, expected=48.000000 predicted=55.602516, expected=60.000000 predicted=60.920227, expected=104.000000 predicted=69.338168, expected=40.000000 predicted=59.178377, expected=36.000000 predicted=64.770338, expected=32.000000 predicted=52.749314, expected=44.000000 predicted=42.615446, expected=44.000000 predicted=47.422913, expected=32.000000 predicted=37.615925, expected=60.000000 predicted=45.114738, expected=20.000000 predicted=35.505618, expected=64.000000 predicted=46.946018, expected=36.000000 predicted=42.155267, expected=64.000000 predicted=46.045044, expected=48.000000 predicted=51.950128, expected=28.000000 predicted=40.818252, expected=56.000000 predicted=52.514546, expected=64.000000 predicted=46.881671, expected=44.000000 predicted=48.886155, expected=36.000000 predicted=49.694421, expected=40.000000 predicted=44.345041, expected=36.000000 predicted=41.415941, expected=32.000000 predicted=39.752464, expected=52.000000 predicted=41.303737, expected=16.000000 predicted=32.272937, expected=32.000000 predicted=35.719836, expected=24.000000 predicted=30.920614, expected=12.000000 predicted=22.720844, expected=24.000000 predicted=27.500226, expected=32.000000 predicted=22.047657, expected=48.000000 predicted=29.453851, expected=20.000000 predicted=27.958813, expected=40.000000 predicted=33.350458, expected=16.000000 predicted=28.570083, expected=28.000000 predicted=28.320861, expected=28.000000 predicted=30.090739, expected=12.000000 predicted=20.514541, expected=48.000000 predicted=31.914882, expected=32.000000 predicted=26.231864, expected=32.000000 predicted=30.885203, expected=48.000000 predicted=38.380492, expected=16.000000 predicted=27.982861, expected=32.000000 predicted=35.667379, expected=52.000000 predicted=36.349404, expected=48.000000 predicted=35.611296, expected=36.000000 predicted=41.794076, expected=36.000000 predicted=39.602333, expected=60.000000 predicted=44.301349, expected=72.000000 predicted=50.566016, expected=44.000000 predicted=50.382720, expected=24.000000 predicted=48.091117, expected=44.000000 predicted=46.634212, expected=40.000000 predicted=40.819654, expected=40.000000 predicted=41.687796, expected=28.000000 predicted=37.944837, expected=28.000000 predicted=33.340908, expected=40.000000 predicted=35.849419, expected=44.000000 predicted=35.385893, expected=44.000000 predicted=38.574813, expected=28.000000 predicted=36.638770, expected=60.000000 predicted=43.554392, expected=20.000000 predicted=35.828354, expected=36.000000 predicted=39.052493, expected=44.000000 predicted=40.029612, expected=16.000000 predicted=28.262032, expected=52.000000 predicted=41.625930, expected=28.000000 predicted=31.001285, expected=44.000000 predicted=36.596280, expected=16.000000 predicted=34.147102, expected=56.000000 predicted=36.033258, expected=40.000000 predicted=38.415624, expected=44.000000 predicted=38.163013, expected=48.000000 predicted=45.788248, expected=32.000000 Test MSE: 295.717
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781])] predicted=134.033640, expected=151.232000 predicted=151.623276, expected=153.232000 predicted=163.225378, expected=120.108000 predicted=155.654870, expected=81.000000 predicted=168.939309, expected=392.892000 predicted=179.900566, expected=10.364000 predicted=130.650072, expected=122.144000 predicted=152.324189, expected=58.176000 predicted=140.723059, expected=163.472000 predicted=121.758778, expected=56.912000 predicted=138.368652, expected=76.672000 predicted=77.042503, expected=88.416000 predicted=98.661195, expected=78.592000 predicted=79.235903, expected=129.584000 predicted=101.539977, expected=165.836000 predicted=98.231216, expected=114.988000 predicted=104.042981, expected=171.428000 predicted=127.726459, expected=152.232000 predicted=133.369317, expected=27.936000 predicted=118.818492, expected=158.328000 predicted=140.026835, expected=225.836000 predicted=139.962657, expected=134.892000 predicted=134.029209, expected=68.548000 predicted=131.919739, expected=39.352000 predicted=109.165359, expected=86.076000 predicted=116.067744, expected=59.880000 predicted=98.705412, expected=106.176000 predicted=82.514009, expected=118.856000 predicted=80.164118, expected=149.924000 predicted=90.449113, expected=185.352000 predicted=118.843190, expected=117.912000 predicted=118.008031, expected=127.352000 predicted=134.931200, expected=69.240000 predicted=125.983783, expected=166.496000 predicted=136.010887, expected=224.540000 predicted=149.477396, expected=19.648000 predicted=108.208176, expected=37.988000 predicted=114.225098, expected=224.880000 predicted=131.098353, expected=75.936000 predicted=106.546295, expected=109.704000 predicted=120.055041, expected=113.056000 predicted=102.624647, expected=243.080000 predicted=128.352499, expected=168.240000 predicted=152.995797, expected=118.164000 predicted=134.620638, expected=132.340000 predicted=153.024198, expected=80.672000 predicted=135.118958, expected=248.944000 predicted=169.899052, expected=115.892000 predicted=136.831711, expected=184.944000 predicted=146.446355, expected=38.628000 predicted=134.401622, expected=58.032000 predicted=115.269255, expected=86.824000 predicted=127.622087, expected=39.240000 predicted=77.182346, expected=255.264000 predicted=119.587954, expected=175.484000 predicted=101.892980, expected=97.748000 predicted=111.740414, expected=29.056000 predicted=120.735287, expected=67.980000 predicted=106.892121, expected=104.780000 predicted=120.366532, expected=118.484000 predicted=95.674040, expected=125.056000 predicted=90.901376, expected=130.680000 predicted=95.023623, expected=257.936000 predicted=136.897156, expected=12.196000 predicted=112.832025, expected=105.540000 predicted=129.980883, expected=52.496000 predicted=116.256262, expected=347.100000 predicted=148.749293, expected=198.780000 predicted=158.337126, expected=157.328000 predicted=138.271162, expected=68.352000 predicted=164.247661, expected=29.936000 predicted=132.514839, expected=180.824000 predicted=170.913508, expected=52.592000 predicted=104.533123, expected=155.220000 predicted=109.686295, expected=125.988000 predicted=105.074430, expected=81.020000 predicted=94.017843, expected=144.076000 predicted=130.474069, expected=20.988000 predicted=88.196335, expected=134.044000 predicted=112.908712, expected=41.020000 predicted=89.044376, expected=161.352000 predicted=94.740108, expected=179.132000 predicted=117.097996, expected=121.672000 predicted=99.813169, expected=96.108000 predicted=125.996612, expected=52.848000 predicted=105.981577, expected=74.824000 predicted=112.782310, expected=40.548000 predicted=91.868306, expected=228.264000 predicted=106.394164, expected=135.760000 predicted=98.725923, expected=112.208000 predicted=102.776728, expected=156.188000 predicted=132.795472, expected=59.364000 predicted=111.443765, expected=79.396000 predicted=129.726725, expected=94.328000 predicted=108.018223, expected=256.880000 predicted=126.186099, expected=167.584000 predicted=130.390788, expected=54.120000 predicted=112.885240, expected=193.296000 predicted=152.336922, expected=80.220000 predicted=130.082535, expected=128.792000 predicted=145.205412, expected=85.848000 predicted=122.280454, expected=191.132000 predicted=118.798599, expected=94.748000 predicted=126.551050, expected=109.428000 predicted=112.322911, expected=102.572000 predicted=122.234443, expected=109.504000 predicted=109.788718, expected=144.408000 predicted=127.006233, expected=10.528000 predicted=88.353846, expected=143.792000 predicted=108.482115, expected=66.264000 predicted=92.821764, expected=175.100000 predicted=105.122757, expected=102.320000 predicted=108.644421, expected=83.980000 predicted=90.408127, expected=101.496000 predicted=117.249926, expected=101.628000 predicted=99.927630, expected=195.484000 predicted=128.536013, expected=101.912000 predicted=109.283969, expected=84.716000 predicted=109.726406, expected=94.956000 predicted=116.945099, expected=46.936000 predicted=97.331796, expected=102.188000 predicted=106.291966, expected=69.308000 predicted=81.138345, expected=167.660000 predicted=94.129281, expected=124.636000 predicted=99.288259, expected=207.372000 predicted=118.507122, expected=58.188000 predicted=118.257159, expected=20.592000 predicted=104.160413, expected=112.912000 predicted=122.889726, expected=121.716000 predicted=99.768834, expected=260.592000 predicted=132.827752, expected=110.452000 predicted=108.590683, expected=147.352000 predicted=128.239893, expected=113.408000 predicted=147.773395, expected=59.440000 predicted=126.266786, expected=100.868000 predicted=136.844108, expected=112.284000 predicted=104.923064, expected=146.176000 predicted=111.125050, expected=158.000000 predicted=115.325988, expected=57.968000 predicted=100.288863, expected=156.944000 predicted=126.262797, expected=108.692000 predicted=120.231477, expected=97.416000 predicted=115.530914, expected=142.516000 predicted=125.626465, expected=185.076000 predicted=121.392985, expected=126.220000 predicted=132.025838, expected=182.384000 predicted=142.794078, expected=119.188000 predicted=139.441343, expected=89.440000 predicted=136.622794, expected=89.924000 predicted=134.812425, expected=99.616000 predicted=114.634730, expected=203.320000 predicted=132.615514, expected=117.760000 predicted=114.410473, expected=127.956000 predicted=120.560158, expected=92.628000 predicted=123.453322, expected=37.824000 predicted=106.684998, expected=51.252000 predicted=107.303036, expected=196.548000 predicted=106.775710, expected=174.120000 predicted=107.677852, expected=237.812000 predicted=131.916553, expected=225.032000 predicted=155.442293, expected=38.584000 predicted=142.947570, expected=36.692000 predicted=155.616625, expected=152.056000 predicted=148.273496, expected=82.924000 predicted=118.724121, expected=155.736000 predicted=118.855664, expected=76.540000 predicted=89.427365, expected=160.880000 predicted=108.688245, expected=60.760000 predicted=113.265294, expected=73.320000 predicted=97.771934, expected=63.220000 predicted=101.697071, expected=41.548000 predicted=73.142015, expected=43.012000 predicted=74.941723, expected=281.584000 predicted=100.257021, expected=172.680000 predicted=103.468889, expected=84.888000 predicted=108.765262, expected=125.440000 predicted=134.380532, expected=73.100000 predicted=120.763943, expected=107.616000 predicted=140.788899, expected=145.892000 predicted=121.220048, expected=61.416000 predicted=92.384755, expected=184.120000 predicted=121.706504, expected=163.384000 predicted=120.390269, expected=20.328000 predicted=103.413906, expected=85.704000 predicted=118.408303, expected=74.100000 predicted=94.860373, expected=187.352000 predicted=117.621798, expected=149.020000 predicted=113.346352, expected=108.560000 predicted=98.941913, expected=118.220000 predicted=123.925986, expected=177.980000 predicted=134.203485, expected=102.912000 predicted=135.566125, expected=148.240000 predicted=135.770323, expected=152.088000 predicted=135.414202, expected=31.540000 predicted=112.899054, expected=201.812000 predicted=144.629687, expected=72.384000 predicted=111.094734, expected=64.032000 predicted=106.646166, expected=64.308000 predicted=104.991252, expected=56.276000 predicted=74.015487, expected=238.416000 predicted=123.028622, expected=217.824000 predicted=114.263542, expected=159.252000 predicted=127.587821, expected=78.100000 predicted=137.659959, expected=47.604000 predicted=129.235356, expected=56.264000 predicted=132.814076, expected=98.824000 predicted=109.339864, expected=239.584000 predicted=116.900235, expected=114.924000 predicted=98.268783, expected=154.284000 predicted=119.216276, expected=122.976000 predicted=132.720000, expected=51.440000 predicted=121.111102, expected=64.364000 predicted=128.742588, expected=63.812000 predicted=93.440140, expected=278.308000 predicted=127.518867, expected=171.628000 predicted=119.014964, expected=118.264000 predicted=119.506684, expected=118.792000 predicted=142.033154, expected=19.176000 predicted=118.096842, expected=154.856000 predicted=149.556685, expected=48.056000 predicted=100.840795, expected=238.692000 predicted=118.781994, expected=30.132000 predicted=97.253363, expected=164.264000 predicted=107.278361, expected=188.604000 predicted=144.747554, expected=49.504000 predicted=103.584543, expected=32.648000 predicted=124.111221, expected=31.484000 predicted=81.956913, expected=202.220000 predicted=112.821775, expected=128.680000 predicted=101.489589, expected=122.340000 predicted=91.507100, expected=92.000000 predicted=104.320056, expected=112.012000 predicted=110.167446, expected=190.076000 predicted=144.121288, expected=206.472000 predicted=139.375700, expected=197.660000 predicted=151.514953, expected=123.484000 predicted=151.217540, expected=61.628000 predicted=145.548357, expected=376.812000 predicted=203.942984, expected=234.592000 predicted=189.238349, expected=60.440000 predicted=165.763014, expected=72.264000 predicted=167.509937, expected=60.848000 predicted=137.657792, expected=203.152000 predicted=170.937188, expected=120.416000 predicted=122.418895, expected=80.836000 predicted=95.348476, expected=131.364000 predicted=117.268544, expected=58.968000 predicted=101.579286, expected=11.064000 predicted=99.016826, expected=156.812000 predicted=100.735750, expected=130.164000 predicted=88.889705, expected=104.944000 predicted=94.812020, expected=232.284000 predicted=123.425110, expected=134.020000 predicted=119.064698, expected=151.264000 predicted=150.392992, expected=82.648000 predicted=140.322527, expected=105.900000 predicted=131.542877, expected=186.704000 predicted=153.386510, expected=170.636000 predicted=133.516122, expected=115.056000 predicted=132.816740, expected=155.088000 predicted=138.661957, expected=93.836000 predicted=133.397097, expected=10.100000 predicted=117.430891, expected=115.692000 predicted=116.740383, expected=63.736000 predicted=87.174013, expected=197.076000 predicted=107.607373, expected=143.584000 predicted=103.307336, expected=218.396000 predicted=121.764554, expected=71.616000 predicted=132.308273, expected=29.472000 predicted=115.586130, expected=68.592000 predicted=127.419263, expected=159.044000 predicted=113.154840, expected=179.748000 predicted=120.543811, expected=58.328000 predicted=88.515775, expected=212.628000 predicted=124.615917, expected=116.548000 predicted=126.737894, expected=60.440000 predicted=124.159927, expected=70.056000 predicted=123.279138, expected=119.000000 predicted=102.941511, expected=187.528000 predicted=128.698995, expected=101.252000 predicted=104.223323, expected=41.232000 predicted=94.162087, expected=59.196000 predicted=98.805281, expected=91.044000 predicted=97.835305, expected=96.076000 predicted=94.631402, expected=142.780000 predicted=89.724846, expected=107.012000 predicted=86.543160, expected=78.020000 predicted=92.694723, expected=117.328000 predicted=107.487118, expected=102.516000 predicted=104.064860, expected=75.108000 predicted=101.304510, expected=142.812000 predicted=106.940940, expected=67.320000 predicted=91.881286, expected=117.012000 predicted=103.916870, expected=115.428000 predicted=104.539488, expected=151.320000 predicted=108.070292, expected=67.384000 predicted=107.964879, expected=19.076000 predicted=86.461026, expected=58.408000 predicted=91.329846, expected=77.768000 predicted=79.141773, expected=194.196000 predicted=97.146891, expected=107.616000 predicted=82.568200, expected=179.548000 predicted=106.190950, expected=67.760000 predicted=111.539117, expected=29.328000 predicted=103.566059, expected=163.064000 predicted=132.765902, expected=130.988000 predicted=106.213439, expected=219.308000 predicted=132.959383, expected=76.516000 predicted=110.700929, expected=164.076000 predicted=129.953225, expected=180.548000 predicted=158.885881, expected=40.076000 predicted=123.464131, expected=147.692000 predicted=146.616845, expected=49.584000 predicted=105.108670, expected=163.044000 predicted=123.663361, expected=105.296000 predicted=115.762695, expected=170.440000 predicted=108.878769, expected=57.848000 predicted=114.622893, expected=77.780000 predicted=101.014180, expected=38.780000 predicted=103.825533, expected=84.572000 predicted=86.607736, expected=154.848000 predicted=101.006218, expected=137.936000 predicted=87.244171, expected=123.692000 predicted=101.666521, expected=113.704000 predicted=108.391477, expected=93.504000 predicted=115.174434, expected=37.460000 predicted=107.757891, expected=82.152000 predicted=99.771068, expected=106.584000 predicted=92.805101, expected=56.408000 predicted=76.936814, expected=114.372000 predicted=84.566015, expected=131.164000 predicted=87.153502, expected=150.636000 predicted=103.801710, expected=172.988000 predicted=123.039407, expected=185.196000 predicted=133.132590, expected=119.044000 predicted=141.759526, expected=37.804000 predicted=129.710308, expected=102.364000 predicted=131.405810, expected=83.384000 predicted=114.318689, expected=202.384000 predicted=123.651374, expected=116.924000 predicted=107.543713, expected=129.340000 predicted=108.809724, expected=132.824000 predicted=130.769648, expected=40.616000 predicted=109.456450, expected=102.824000 predicted=124.901199, expected=89.980000 predicted=101.243968, expected=148.900000 predicted=105.775036, expected=148.032000 predicted=111.571344, expected=65.340000 predicted=92.868215, expected=105.088000 predicted=112.687474, expected=93.900000 predicted=107.012121, expected=126.044000 predicted=112.664964, expected=79.012000 predicted=102.096804, expected=189.496000 predicted=111.680636, expected=76.428000 predicted=106.820856, expected=136.472000 predicted=115.982754, expected=102.924000 predicted=120.222825, expected=19.220000 predicted=92.098477, expected=83.956000 predicted=107.372356, expected=59.572000 predicted=76.822890, expected=131.924000 predicted=88.717043, expected=83.836000 predicted=79.478303, expected=151.152000 predicted=87.173309, expected=68.648000 predicted=94.223274, expected=46.736000 predicted=86.179901, expected=85.240000 predicted=98.625781, expected=65.868000 predicted=79.112443, expected=184.792000 predicted=104.061363, expected=123.780000 predicted=92.438656, expected=74.868000 predicted=91.655689, expected=87.592000 predicted=107.105761, expected=66.276000 predicted=96.354823, expected=118.584000 predicted=110.443727, expected=141.572000 predicted=102.620238, expected=146.064000 predicted=103.042825, expected=60.560000 predicted=100.125164, expected=105.848000 predicted=107.436617, expected=29.660000 predicted=97.384268, expected=47.924000 predicted=86.866465, expected=65.824000 predicted=78.945140, expected=64.176000 predicted=58.489482, expected=180.100000 predicted=86.498535, expected=149.892000 predicted=85.930726, expected=66.792000 predicted=89.646920, expected=61.452000 predicted=100.212164, expected=50.108000 predicted=92.959895, expected=119.540000 predicted=105.593264, expected=60.384000 predicted=82.303748, expected=170.924000 predicted=90.296365, expected=96.452000 predicted=90.443112, expected=139.804000 predicted=103.296579, expected=58.956000 predicted=107.498401, expected=84.660000 predicted=98.672757, expected=86.988000 predicted=108.619439, expected=144.144000 predicted=100.202254, expected=219.868000 predicted=125.221644, expected=136.440000 predicted=115.437515, expected=163.736000 predicted=139.711158, expected=77.408000 predicted=135.418418, expected=56.648000 predicted=129.192611, expected=56.076000 predicted=121.189119, expected=173.572000 predicted=112.401293, expected=85.592000 predicted=98.021023, expected=151.812000 predicted=100.654227, expected=58.460000 predicted=95.306498, expected=89.616000 predicted=98.803238, expected=161.572000 predicted=125.732262, expected=54.496000 predicted=91.395899, expected=219.604000 predicted=129.440533, expected=108.452000 predicted=111.033271, expected=96.308000 predicted=115.561649, expected=81.472000 predicted=125.469804, expected=69.484000 predicted=99.229044, expected=70.704000 predicted=109.073992, expected=84.692000 predicted=84.816935, expected=157.616000 predicted=94.779820, expected=109.484000 predicted=91.987926, expected=98.176000 predicted=96.267535, expected=128.056000 predicted=109.935645, expected=58.292000 predicted=100.405269, expected=116.180000 predicted=113.307742, expected=88.492000 Test MSE: 4408.526
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168])] predicted=17.305796, expected=4.000000 predicted=15.255207, expected=12.000000 predicted=16.265884, expected=8.000000 predicted=14.921599, expected=12.000000 predicted=13.127598, expected=20.000000 predicted=12.004257, expected=20.000000 predicted=12.375581, expected=16.000000 predicted=14.694037, expected=12.000000 predicted=14.773427, expected=8.000000 predicted=14.933218, expected=20.000000 predicted=16.011886, expected=24.000000 predicted=16.058701, expected=8.000000 predicted=14.927650, expected=4.000000 predicted=13.272662, expected=20.000000 predicted=13.775852, expected=4.000000 predicted=13.218086, expected=12.000000 predicted=12.765444, expected=8.000000 predicted=8.549134, expected=12.000000 predicted=10.507304, expected=24.000000 predicted=12.563707, expected=20.000000 predicted=12.915497, expected=24.000000 predicted=16.760705, expected=4.000000 predicted=15.270009, expected=8.000000 predicted=16.399893, expected=4.000000 predicted=13.679770, expected=16.000000 predicted=13.138462, expected=8.000000 predicted=10.086667, expected=16.000000 predicted=9.653497, expected=12.000000 predicted=10.027354, expected=16.000000 predicted=12.316295, expected=20.000000 predicted=14.187480, expected=8.000000 predicted=13.501231, expected=20.000000 predicted=15.548348, expected=16.000000 predicted=14.719713, expected=8.000000 predicted=15.357694, expected=4.000000 predicted=12.752459, expected=16.000000 predicted=12.004457, expected=16.000000 predicted=12.918878, expected=8.000000 predicted=11.581450, expected=20.000000 predicted=11.846234, expected=12.000000 predicted=12.239589, expected=12.000000 predicted=14.600231, expected=16.000000 predicted=13.579841, expected=4.000000 predicted=12.245668, expected=4.000000 predicted=11.857136, expected=8.000000 predicted=9.044355, expected=12.000000 predicted=9.317135, expected=8.000000 predicted=8.519870, expected=12.000000 predicted=8.014479, expected=16.000000 predicted=9.625768, expected=8.000000 predicted=10.734798, expected=24.000000 predicted=13.320106, expected=16.000000 predicted=13.301896, expected=16.000000 predicted=16.006034, expected=16.000000 predicted=15.576233, expected=8.000000 predicted=15.022926, expected=4.000000 predicted=14.354223, expected=4.000000 predicted=10.669667, expected=16.000000 predicted=10.555838, expected=8.000000 predicted=8.988771, expected=20.000000 predicted=10.241048, expected=4.000000 predicted=8.771823, expected=16.000000 predicted=12.042941, expected=20.000000 predicted=13.001623, expected=16.000000 predicted=14.392434, expected=8.000000 predicted=14.054548, expected=16.000000 predicted=13.422208, expected=16.000000 predicted=15.001945, expected=16.000000 predicted=15.543355, expected=20.000000 predicted=15.093342, expected=8.000000 predicted=14.063610, expected=12.000000 predicted=15.112028, expected=4.000000 predicted=12.412225, expected=4.000000 predicted=11.206989, expected=8.000000 predicted=9.004000, expected=16.000000 predicted=8.521418, expected=16.000000 predicted=9.719666, expected=8.000000 predicted=9.448677, expected=8.000000 predicted=10.125344, expected=4.000000 predicted=9.941339, expected=8.000000 predicted=10.210417, expected=20.000000 predicted=10.277388, expected=8.000000 predicted=9.157864, expected=12.000000 predicted=10.402664, expected=8.000000 predicted=9.497019, expected=8.000000 predicted=11.104857, expected=8.000000 predicted=10.498335, expected=16.000000 predicted=9.945262, expected=16.000000 predicted=11.021051, expected=16.000000 predicted=12.072449, expected=12.000000 predicted=12.528834, expected=20.000000 predicted=14.698334, expected=36.000000 predicted=18.841965, expected=16.000000 predicted=19.210178, expected=12.000000 predicted=19.470161, expected=12.000000 predicted=17.623344, expected=12.000000 predicted=18.414766, expected=12.000000 predicted=16.696810, expected=4.000000 predicted=11.347104, expected=8.000000 predicted=10.180842, expected=8.000000 predicted=9.037321, expected=8.000000 predicted=8.817721, expected=16.000000 predicted=9.129837, expected=8.000000 predicted=8.485042, expected=16.000000 predicted=10.964258, expected=12.000000 predicted=10.847794, expected=16.000000 predicted=13.057896, expected=4.000000 predicted=11.726837, expected=4.000000 predicted=10.501691, expected=20.000000 predicted=11.548462, expected=16.000000 predicted=11.730749, expected=4.000000 predicted=11.038471, expected=4.000000 predicted=8.728758, expected=8.000000 predicted=9.280543, expected=24.000000 predicted=12.546039, expected=24.000000 predicted=12.749408, expected=8.000000 predicted=12.168121, expected=8.000000 predicted=12.919776, expected=4.000000 predicted=12.637724, expected=20.000000 predicted=15.074828, expected=8.000000 predicted=11.347212, expected=8.000000 predicted=9.928476, expected=4.000000 predicted=8.211797, expected=12.000000 predicted=9.773806, expected=8.000000 predicted=9.591668, expected=24.000000 predicted=10.788818, expected=12.000000 predicted=10.622715, expected=16.000000 predicted=13.253709, expected=12.000000 predicted=13.450839, expected=4.000000 predicted=13.227254, expected=12.000000 predicted=13.349373, expected=40.000000 predicted=15.587353, expected=20.000000 predicted=16.637097, expected=12.000000 predicted=17.244479, expected=16.000000 predicted=16.872030, expected=4.000000 predicted=17.827107, expected=8.000000 predicted=17.385597, expected=32.000000 predicted=15.003619, expected=8.000000 predicted=12.890079, expected=12.000000 predicted=14.187786, expected=12.000000 predicted=11.655815, expected=12.000000 predicted=14.630617, expected=16.000000 predicted=15.363736, expected=12.000000 predicted=11.814087, expected=12.000000 predicted=12.803939, expected=8.000000 predicted=11.879337, expected=16.000000 predicted=12.868561, expected=12.000000 predicted=12.394702, expected=12.000000 predicted=12.263741, expected=20.000000 predicted=13.013650, expected=12.000000 predicted=13.130717, expected=16.000000 predicted=14.966349, expected=8.000000 predicted=12.956585, expected=24.000000 predicted=15.726022, expected=8.000000 predicted=14.110570, expected=16.000000 predicted=14.751876, expected=20.000000 predicted=14.507366, expected=16.000000 predicted=15.608109, expected=8.000000 predicted=15.423355, expected=4.000000 predicted=12.171543, expected=20.000000 predicted=14.160653, expected=8.000000 predicted=12.411130, expected=32.000000 predicted=14.978088, expected=8.000000 predicted=12.158711, expected=8.000000 predicted=14.479561, expected=12.000000 predicted=14.005904, expected=12.000000 predicted=13.868866, expected=24.000000 predicted=15.994254, expected=20.000000 predicted=13.347231, expected=4.000000 predicted=13.536642, expected=8.000000 predicted=13.515854, expected=4.000000 predicted=12.103010, expected=8.000000 predicted=12.155695, expected=20.000000 predicted=10.387708, expected=16.000000 predicted=9.580274, expected=4.000000 predicted=9.991498, expected=8.000000 predicted=9.877741, expected=28.000000 predicted=13.761526, expected=4.000000 predicted=13.257172, expected=24.000000 predicted=14.490831, expected=12.000000 predicted=11.910959, expected=8.000000 predicted=15.201934, expected=4.000000 predicted=13.216971, expected=4.000000 predicted=9.813807, expected=8.000000 predicted=10.336350, expected=8.000000 predicted=7.363159, expected=20.000000 predicted=8.473995, expected=20.000000 predicted=9.956577, expected=8.000000 predicted=11.258264, expected=24.000000 predicted=14.413150, expected=8.000000 predicted=14.156924, expected=4.000000 predicted=15.125352, expected=8.000000 predicted=11.684581, expected=4.000000 predicted=9.706103, expected=8.000000 predicted=9.788254, expected=12.000000 predicted=7.003976, expected=16.000000 predicted=8.541896, expected=16.000000 predicted=10.365140, expected=8.000000 predicted=10.470431, expected=12.000000 predicted=12.008695, expected=8.000000 predicted=11.853813, expected=4.000000 predicted=11.153582, expected=8.000000 predicted=9.363126, expected=12.000000 predicted=8.587976, expected=12.000000 predicted=9.378321, expected=12.000000 predicted=9.177537, expected=16.000000 predicted=10.388001, expected=4.000000 predicted=10.547327, expected=16.000000 predicted=12.283985, expected=12.000000 predicted=11.460446, expected=4.000000 predicted=11.288603, expected=28.000000 predicted=13.005607, expected=32.000000 predicted=15.116310, expected=12.000000 predicted=17.693383, expected=12.000000 predicted=16.478652, expected=4.000000 predicted=14.875132, expected=4.000000 predicted=16.467245, expected=8.000000 predicted=12.307255, expected=16.000000 predicted=9.521261, expected=4.000000 predicted=7.902656, expected=8.000000 predicted=7.489356, expected=12.000000 predicted=8.066873, expected=20.000000 predicted=11.546925, expected=28.000000 predicted=14.466445, expected=8.000000 predicted=12.866544, expected=8.000000 predicted=14.179236, expected=24.000000 predicted=16.169156, expected=20.000000 predicted=18.230013, expected=8.000000 predicted=16.447015, expected=4.000000 predicted=11.737813, expected=8.000000 predicted=12.090385, expected=4.000000 predicted=11.717149, expected=12.000000 predicted=9.767125, expected=20.000000 predicted=8.955105, expected=8.000000 predicted=9.143677, expected=8.000000 predicted=10.085225, expected=4.000000 predicted=8.840103, expected=16.000000 predicted=11.848381, expected=24.000000 predicted=13.128397, expected=16.000000 predicted=12.520793, expected=20.000000 predicted=14.450715, expected=16.000000 predicted=15.343797, expected=8.000000 predicted=16.993916, expected=16.000000 predicted=16.889488, expected=8.000000 predicted=13.832885, expected=8.000000 predicted=13.302427, expected=4.000000 predicted=9.713847, expected=4.000000 predicted=8.298770, expected=8.000000 predicted=8.077057, expected=16.000000 predicted=8.066365, expected=20.000000 predicted=9.866528, expected=12.000000 predicted=10.356624, expected=24.000000 predicted=13.936805, expected=16.000000 predicted=15.347694, expected=32.000000 predicted=20.657838, expected=8.000000 predicted=17.790488, expected=4.000000 predicted=16.804699, expected=8.000000 predicted=14.758644, expected=12.000000 predicted=13.960038, expected=12.000000 predicted=13.013589, expected=16.000000 predicted=9.948898, expected=8.000000 predicted=9.629467, expected=8.000000 predicted=10.787489, expected=8.000000 predicted=10.429069, expected=32.000000 predicted=14.450347, expected=4.000000 predicted=12.051578, expected=20.000000 predicted=14.119764, expected=12.000000 predicted=12.562134, expected=12.000000 predicted=15.655792, expected=20.000000 predicted=16.403093, expected=8.000000 predicted=12.567372, expected=12.000000 predicted=14.401646, expected=24.000000 predicted=14.228423, expected=12.000000 predicted=14.743356, expected=4.000000 predicted=13.636272, expected=28.000000 predicted=14.319415, expected=20.000000 predicted=16.275383, expected=16.000000 predicted=18.118742, expected=8.000000 predicted=13.901331, expected=4.000000 predicted=13.521346, expected=4.000000 predicted=13.655849, expected=24.000000 predicted=13.133443, expected=12.000000 predicted=11.042052, expected=4.000000 predicted=9.684880, expected=24.000000 predicted=11.397821, expected=4.000000 predicted=11.550522, expected=20.000000 predicted=15.802040, expected=20.000000 predicted=12.732011, expected=12.000000 predicted=14.581691, expected=16.000000 predicted=15.842282, expected=16.000000 predicted=14.270161, expected=24.000000 predicted=18.362732, expected=20.000000 predicted=17.713004, expected=8.000000 predicted=16.069554, expected=32.000000 predicted=19.317639, expected=12.000000 predicted=18.033065, expected=8.000000 predicted=18.627732, expected=8.000000 predicted=13.871383, expected=12.000000 predicted=13.844707, expected=20.000000 predicted=15.619164, expected=20.000000 predicted=13.141472, expected=12.000000 predicted=13.158514, expected=20.000000 predicted=15.165484, expected=12.000000 predicted=15.642309, expected=12.000000 predicted=16.605258, expected=8.000000 predicted=13.726810, expected=8.000000 predicted=12.336508, expected=12.000000 predicted=12.067811, expected=12.000000 predicted=10.703747, expected=16.000000 predicted=11.383643, expected=12.000000 predicted=11.031937, expected=16.000000 predicted=12.735208, expected=8.000000 predicted=12.353223, expected=16.000000 predicted=13.679349, expected=20.000000 predicted=14.287113, expected=8.000000 predicted=13.531581, expected=4.000000 predicted=12.097433, expected=8.000000 predicted=10.452764, expected=20.000000 predicted=13.005783, expected=8.000000 predicted=11.272264, expected=12.000000 predicted=10.238549, expected=12.000000 predicted=9.949640, expected=12.000000 predicted=12.357968, expected=12.000000 predicted=12.622554, expected=8.000000 predicted=10.601822, expected=16.000000 predicted=12.103615, expected=8.000000 predicted=11.069610, expected=12.000000 predicted=11.736937, expected=8.000000 predicted=10.222340, expected=12.000000 predicted=11.016847, expected=8.000000 predicted=10.443129, expected=4.000000 predicted=8.890187, expected=12.000000 predicted=9.290329, expected=24.000000 predicted=11.194824, expected=12.000000 predicted=11.845313, expected=12.000000 predicted=12.079518, expected=4.000000 predicted=10.703977, expected=32.000000 predicted=16.575894, expected=16.000000 predicted=15.924920, expected=12.000000 predicted=15.472615, expected=16.000000 predicted=14.416161, expected=12.000000 predicted=15.622484, expected=8.000000 predicted=16.450976, expected=4.000000 predicted=11.309212, expected=28.000000 predicted=13.528747, expected=12.000000 predicted=12.759799, expected=20.000000 predicted=14.650412, expected=8.000000 predicted=12.233539, expected=8.000000 predicted=14.115054, expected=4.000000 predicted=13.207317, expected=4.000000 predicted=9.807548, expected=24.000000 predicted=11.392679, expected=4.000000 predicted=8.239989, expected=20.000000 predicted=11.195839, expected=4.000000 predicted=8.813740, expected=16.000000 predicted=12.973984, expected=8.000000 predicted=11.946259, expected=12.000000 predicted=11.308864, expected=4.000000 predicted=10.294861, expected=12.000000 predicted=9.669693, expected=4.000000 predicted=9.089134, expected=20.000000 predicted=10.319430, expected=8.000000 predicted=9.421020, expected=8.000000 predicted=9.809713, expected=4.000000 predicted=8.867541, expected=4.000000 predicted=8.383800, expected=8.000000 predicted=8.772256, expected=24.000000 predicted=9.232378, expected=8.000000 predicted=8.981723, expected=8.000000 predicted=9.500448, expected=4.000000 predicted=8.726405, expected=16.000000 predicted=11.794779, expected=4.000000 predicted=10.663000, expected=8.000000 predicted=8.365087, expected=8.000000 predicted=7.514305, expected=16.000000 predicted=9.520789, expected=12.000000 predicted=10.442562, expected=8.000000 predicted=9.338215, expected=16.000000 predicted=11.077446, expected=4.000000 predicted=10.605295, expected=8.000000 predicted=11.129982, expected=8.000000 predicted=9.018288, expected=4.000000 predicted=8.358424, expected=8.000000 predicted=8.054497, expected=28.000000 predicted=9.646145, expected=4.000000 predicted=9.710358, expected=12.000000 predicted=11.037299, expected=20.000000 predicted=11.613929, expected=4.000000 predicted=13.191898, expected=8.000000 predicted=13.159918, expected=4.000000 predicted=8.216418, expected=20.000000 predicted=11.775678, expected=16.000000 predicted=11.602434, expected=12.000000 predicted=10.789000, expected=8.000000 Test MSE: 56.427
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031])] predicted=68.369454, expected=56.000000 predicted=59.305639, expected=144.000000 predicted=93.082766, expected=168.000000 predicted=127.969563, expected=76.000000 predicted=96.459476, expected=28.000000 predicted=68.370415, expected=24.000000 predicted=58.260561, expected=32.000000 predicted=65.991400, expected=16.000000 predicted=49.323851, expected=28.000000 predicted=33.606761, expected=12.000000 predicted=19.533765, expected=20.000000 predicted=21.106981, expected=32.000000 predicted=26.220194, expected=12.000000 predicted=17.863900, expected=12.000000 predicted=17.095302, expected=28.000000 predicted=20.994714, expected=40.000000 predicted=29.528834, expected=24.000000 predicted=26.021092, expected=16.000000 predicted=19.744837, expected=36.000000 predicted=27.796501, expected=36.000000 predicted=32.084094, expected=12.000000 predicted=23.625153, expected=4.000000 predicted=15.010154, expected=44.000000 predicted=29.251347, expected=72.000000 predicted=47.497375, expected=32.000000 predicted=35.555260, expected=28.000000 predicted=30.477183, expected=28.000000 predicted=29.901766, expected=12.000000 predicted=27.586773, expected=28.000000 predicted=32.499613, expected=28.000000 predicted=26.678821, expected=80.000000 predicted=49.675563, expected=40.000000 predicted=39.015500, expected=28.000000 predicted=33.334467, expected=52.000000 predicted=43.801006, expected=32.000000 predicted=38.780759, expected=12.000000 predicted=33.085290, expected=28.000000 predicted=29.809028, expected=12.000000 predicted=21.488417, expected=36.000000 predicted=31.972142, expected=28.000000 predicted=26.298015, expected=16.000000 predicted=20.250604, expected=28.000000 predicted=25.438191, expected=28.000000 predicted=24.987662, expected=32.000000 predicted=30.028703, expected=64.000000 predicted=43.216359, expected=24.000000 predicted=29.980033, expected=12.000000 predicted=25.117396, expected=32.000000 predicted=29.987319, expected=24.000000 predicted=28.502535, expected=32.000000 predicted=33.417191, expected=44.000000 predicted=33.223917, expected=28.000000 predicted=28.423090, expected=24.000000 predicted=28.700295, expected=28.000000 predicted=28.337635, expected=28.000000 predicted=29.591958, expected=16.000000 predicted=24.824179, expected=20.000000 predicted=22.502821, expected=16.000000 predicted=19.605366, expected=12.000000 predicted=17.568742, expected=28.000000 predicted=22.680154, expected=24.000000 predicted=20.951308, expected=24.000000 predicted=22.323421, expected=36.000000 predicted=27.203798, expected=16.000000 predicted=20.733244, expected=36.000000 predicted=30.187893, expected=28.000000 predicted=27.183090, expected=40.000000 predicted=33.560963, expected=12.000000 predicted=23.298314, expected=40.000000 predicted=31.409679, expected=32.000000 predicted=31.466280, expected=16.000000 predicted=24.819967, expected=32.000000 predicted=29.664089, expected=8.000000 predicted=17.489420, expected=12.000000 predicted=20.093709, expected=36.000000 predicted=26.475679, expected=20.000000 predicted=20.943548, expected=44.000000 predicted=32.398109, expected=36.000000 predicted=28.759709, expected=40.000000 predicted=34.206330, expected=52.000000 predicted=42.487248, expected=12.000000 predicted=26.897914, expected=36.000000 predicted=36.032698, expected=16.000000 predicted=25.851643, expected=16.000000 predicted=25.204014, expected=24.000000 predicted=25.394329, expected=60.000000 predicted=37.403551, expected=32.000000 predicted=33.031309, expected=36.000000 predicted=32.784123, expected=32.000000 predicted=31.272562, expected=20.000000 predicted=28.850863, expected=20.000000 predicted=29.521296, expected=32.000000 predicted=29.199097, expected=40.000000 predicted=33.811425, expected=52.000000 predicted=39.878844, expected=32.000000 predicted=32.902412, expected=48.000000 predicted=40.084450, expected=20.000000 predicted=31.186437, expected=16.000000 predicted=28.445400, expected=32.000000 predicted=32.237180, expected=40.000000 predicted=34.280941, expected=36.000000 predicted=35.125688, expected=16.000000 predicted=23.329510, expected=48.000000 predicted=35.228014, expected=24.000000 predicted=29.940914, expected=28.000000 predicted=31.653216, expected=48.000000 predicted=37.378259, expected=56.000000 predicted=42.713841, expected=48.000000 predicted=45.665387, expected=48.000000 predicted=43.573831, expected=76.000000 predicted=57.680051, expected=48.000000 predicted=52.821873, expected=44.000000 predicted=51.027636, expected=32.000000 predicted=42.420169, expected=32.000000 predicted=40.993594, expected=48.000000 predicted=47.707110, expected=40.000000 predicted=41.241569, expected=12.000000 predicted=28.278158, expected=12.000000 predicted=22.555804, expected=20.000000 predicted=23.538862, expected=20.000000 predicted=24.441038, expected=28.000000 predicted=25.092514, expected=56.000000 predicted=34.765270, expected=36.000000 predicted=31.795616, expected=24.000000 predicted=28.917103, expected=24.000000 predicted=27.276373, expected=20.000000 predicted=26.580397, expected=20.000000 predicted=27.583235, expected=52.000000 predicted=36.878289, expected=40.000000 predicted=34.104908, expected=20.000000 predicted=27.317504, expected=12.000000 predicted=20.973976, expected=20.000000 predicted=23.100347, expected=32.000000 predicted=30.926479, expected=20.000000 predicted=24.137328, expected=32.000000 predicted=25.896100, expected=40.000000 predicted=29.862107, expected=20.000000 predicted=25.331927, expected=12.000000 predicted=21.551984, expected=24.000000 predicted=22.988407, expected=28.000000 predicted=26.680089, expected=20.000000 predicted=24.089736, expected=60.000000 predicted=37.809282, expected=52.000000 predicted=39.005661, expected=36.000000 predicted=37.615065, expected=40.000000 predicted=38.562529, expected=32.000000 predicted=35.544484, expected=28.000000 predicted=37.657974, expected=12.000000 predicted=26.671063, expected=48.000000 predicted=37.044735, expected=28.000000 predicted=30.996839, expected=28.000000 predicted=30.093615, expected=20.000000 predicted=24.369393, expected=52.000000 predicted=36.542622, expected=16.000000 predicted=28.331057, expected=48.000000 predicted=37.279760, expected=48.000000 predicted=38.860732, expected=76.000000 predicted=53.847504, expected=32.000000 predicted=43.259503, expected=56.000000 predicted=47.359986, expected=56.000000 predicted=52.757397, expected=40.000000 predicted=47.850683, expected=36.000000 predicted=46.510314, expected=20.000000 predicted=32.034328, expected=48.000000 predicted=43.914615, expected=32.000000 predicted=37.582600, expected=20.000000 predicted=29.491496, expected=36.000000 predicted=32.777920, expected=16.000000 predicted=23.743980, expected=24.000000 predicted=28.370259, expected=28.000000 predicted=26.479269, expected=24.000000 predicted=24.377376, expected=40.000000 predicted=32.505871, expected=36.000000 predicted=30.496752, expected=24.000000 predicted=28.004514, expected=20.000000 predicted=25.461595, expected=28.000000 predicted=27.295481, expected=52.000000 predicted=39.563071, expected=36.000000 predicted=35.214414, expected=32.000000 predicted=32.479527, expected=24.000000 predicted=28.293412, expected=12.000000 predicted=23.638092, expected=32.000000 predicted=31.596449, expected=12.000000 predicted=21.078820, expected=32.000000 predicted=27.011398, expected=32.000000 predicted=26.646881, expected=16.000000 predicted=20.713856, expected=24.000000 predicted=24.528763, expected=40.000000 predicted=29.247299, expected=24.000000 predicted=27.664039, expected=4.000000 predicted=17.929577, expected=24.000000 predicted=21.003198, expected=40.000000 predicted=29.734747, expected=36.000000 predicted=32.426908, expected=12.000000 predicted=20.793500, expected=28.000000 predicted=23.584707, expected=12.000000 predicted=20.183580, expected=24.000000 predicted=25.366347, expected=56.000000 predicted=37.291674, expected=52.000000 predicted=38.113038, expected=8.000000 predicted=24.568253, expected=28.000000 predicted=27.382968, expected=36.000000 predicted=32.426915, expected=16.000000 predicted=28.914863, expected=8.000000 predicted=20.911503, expected=52.000000 predicted=31.397932, expected=92.000000 predicted=56.045633, expected=56.000000 predicted=50.270998, expected=28.000000 predicted=38.023224, expected=36.000000 predicted=38.937920, expected=12.000000 predicted=33.219870, expected=16.000000 predicted=34.094926, expected=52.000000 predicted=40.000351, expected=36.000000 predicted=32.474359, expected=16.000000 predicted=25.983407, expected=32.000000 predicted=27.502238, expected=20.000000 predicted=24.040575, expected=44.000000 predicted=38.007476, expected=64.000000 predicted=45.263969, expected=56.000000 predicted=44.525540, expected=36.000000 predicted=40.732992, expected=104.000000 predicted=68.107909, expected=68.000000 predicted=63.493466, expected=80.000000 predicted=73.970440, expected=56.000000 predicted=62.935455, expected=128.000000 predicted=90.910031, expected=120.000000 predicted=103.764939, expected=64.000000 predicted=80.663566, expected=96.000000 predicted=92.467834, expected=92.000000 predicted=88.500598, expected=52.000000 predicted=80.982962, expected=92.000000 predicted=89.876678, expected=92.000000 predicted=82.509872, expected=112.000000 predicted=98.195119, expected=60.000000 predicted=78.271740, expected=64.000000 predicted=72.471932, expected=48.000000 predicted=67.236047, expected=48.000000 predicted=62.673186, expected=60.000000 predicted=65.534399, expected=68.000000 predicted=61.264416, expected=44.000000 predicted=53.046847, expected=20.000000 predicted=39.076119, expected=40.000000 predicted=43.017178, expected=24.000000 predicted=35.983751, expected=24.000000 predicted=34.091431, expected=88.000000 predicted=55.760921, expected=76.000000 predicted=55.050296, expected=36.000000 predicted=46.799395, expected=8.000000 predicted=30.528942, expected=28.000000 predicted=34.213619, expected=24.000000 predicted=37.588496, expected=40.000000 predicted=39.583916, expected=44.000000 predicted=35.837316, expected=44.000000 predicted=34.798061, expected=12.000000 predicted=25.738118, expected=16.000000 predicted=24.354493, expected=16.000000 predicted=23.711216, expected=24.000000 predicted=25.748544, expected=8.000000 predicted=17.863663, expected=24.000000 predicted=18.817447, expected=48.000000 predicted=30.524525, expected=4.000000 predicted=15.534399, expected=16.000000 predicted=20.114439, expected=16.000000 predicted=16.252601, expected=12.000000 predicted=16.768281, expected=28.000000 predicted=25.222247, expected=36.000000 predicted=23.556274, expected=16.000000 predicted=19.601927, expected=24.000000 predicted=22.724573, expected=20.000000 predicted=20.430266, expected=28.000000 predicted=26.086228, expected=8.000000 predicted=18.495872, expected=40.000000 predicted=27.783727, expected=24.000000 predicted=23.941309, expected=28.000000 predicted=26.039313, expected=12.000000 predicted=20.237017, expected=20.000000 predicted=19.639526, expected=4.000000 predicted=16.393070, expected=16.000000 predicted=16.812254, expected=28.000000 predicted=21.742417, expected=16.000000 predicted=16.019473, expected=60.000000 predicted=36.363009, expected=28.000000 predicted=25.568210, expected=20.000000 predicted=25.617176, expected=12.000000 predicted=21.917760, expected=12.000000 predicted=18.215478, expected=28.000000 predicted=28.789016, expected=32.000000 predicted=25.854272, expected=20.000000 predicted=21.272727, expected=16.000000 predicted=18.492905, expected=8.000000 predicted=14.462116, expected=20.000000 predicted=20.183968, expected=12.000000 predicted=16.733413, expected=16.000000 predicted=16.001644, expected=32.000000 predicted=22.123719, expected=36.000000 predicted=25.171694, expected=4.000000 predicted=15.689592, expected=16.000000 predicted=17.628523, expected=24.000000 predicted=20.624561, expected=12.000000 predicted=18.364762, expected=24.000000 predicted=22.541890, expected=16.000000 predicted=15.033250, expected=36.000000 predicted=25.818179, expected=40.000000 predicted=30.517054, expected=20.000000 predicted=23.072075, expected=8.000000 predicted=19.041481, expected=16.000000 predicted=18.839934, expected=12.000000 predicted=18.638386, expected=32.000000 predicted=26.116339, expected=32.000000 predicted=24.447232, expected=12.000000 predicted=16.526217, expected=4.000000 predicted=13.328620, expected=24.000000 predicted=19.188149, expected=8.000000 predicted=15.521175, expected=16.000000 predicted=17.504168, expected=12.000000 predicted=12.348414, expected=20.000000 predicted=15.039422, expected=16.000000 predicted=16.763672, expected=8.000000 predicted=11.324386, expected=12.000000 predicted=13.307635, expected=4.000000 predicted=8.887256, expected=12.000000 predicted=12.301573, expected=44.000000 predicted=25.134190, expected=16.000000 predicted=16.238176, expected=48.000000 predicted=31.386206, expected=24.000000 predicted=23.299055, expected=20.000000 predicted=24.016091, expected=4.000000 predicted=19.743729, expected=24.000000 predicted=21.263543, expected=24.000000 predicted=25.331441, expected=24.000000 predicted=22.079818, expected=20.000000 predicted=20.181883, expected=20.000000 predicted=18.308282, expected=28.000000 predicted=24.703872, expected=16.000000 predicted=20.231305, expected=28.000000 predicted=24.588360, expected=24.000000 predicted=22.848129, expected=40.000000 predicted=30.275777, expected=24.000000 predicted=26.462182, expected=4.000000 predicted=16.298002, expected=24.000000 predicted=23.481937, expected=16.000000 predicted=19.200106, expected=24.000000 predicted=24.106607, expected=16.000000 predicted=18.145199, expected=36.000000 predicted=24.010507, expected=16.000000 predicted=20.532870, expected=4.000000 predicted=13.873307, expected=24.000000 predicted=20.900086, expected=12.000000 predicted=15.176011, expected=32.000000 predicted=25.745271, expected=8.000000 predicted=13.887108, expected=12.000000 predicted=13.417830, expected=28.000000 predicted=21.962187, expected=8.000000 Test MSE: 335.460
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732])] predicted=50.354287, expected=28.000000 predicted=46.188142, expected=32.000000 predicted=46.194154, expected=60.000000 predicted=36.573683, expected=52.000000 predicted=41.848023, expected=32.000000 predicted=43.066013, expected=40.000000 predicted=37.350407, expected=28.000000 predicted=35.261723, expected=44.000000 predicted=46.760868, expected=56.000000 predicted=47.769555, expected=72.000000 predicted=49.275269, expected=92.000000 predicted=61.537809, expected=80.000000 predicted=59.201096, expected=44.000000 predicted=54.412228, expected=64.000000 predicted=63.963819, expected=48.000000 predicted=62.900749, expected=28.000000 predicted=58.319613, expected=76.000000 predicted=66.773974, expected=28.000000 predicted=41.955367, expected=92.000000 predicted=66.908619, expected=48.000000 predicted=50.946972, expected=24.000000 predicted=38.110495, expected=84.000000 predicted=67.913572, expected=24.000000 predicted=39.360919, expected=120.000000 predicted=84.173611, expected=124.000000 predicted=78.893822, expected=68.000000 predicted=63.657579, expected=44.000000 predicted=68.352606, expected=68.000000 predicted=61.466073, expected=28.000000 predicted=74.017094, expected=36.000000 predicted=68.497299, expected=68.000000 predicted=58.813503, expected=108.000000 predicted=68.899668, expected=36.000000 predicted=54.811385, expected=24.000000 predicted=37.797446, expected=12.000000 predicted=34.630871, expected=24.000000 predicted=45.321570, expected=44.000000 predicted=56.753798, expected=56.000000 predicted=39.645546, expected=80.000000 predicted=46.847813, expected=68.000000 predicted=44.941884, expected=52.000000 predicted=46.704934, expected=64.000000 predicted=57.270827, expected=52.000000 predicted=58.102821, expected=16.000000 predicted=50.502219, expected=88.000000 predicted=66.594441, expected=52.000000 predicted=53.492914, expected=56.000000 predicted=57.721426, expected=52.000000 predicted=51.211458, expected=48.000000 predicted=43.224906, expected=44.000000 predicted=60.112074, expected=28.000000 predicted=42.825025, expected=104.000000 predicted=67.679191, expected=72.000000 predicted=60.969556, expected=76.000000 predicted=63.029805, expected=68.000000 predicted=60.182591, expected=28.000000 predicted=46.411334, expected=16.000000 predicted=57.995394, expected=36.000000 predicted=50.183960, expected=32.000000 predicted=47.668139, expected=24.000000 predicted=39.023892, expected=44.000000 predicted=32.663455, expected=48.000000 predicted=33.392014, expected=24.000000 predicted=32.414116, expected=16.000000 predicted=26.807127, expected=40.000000 predicted=32.014680, expected=32.000000 predicted=35.940813, expected=96.000000 predicted=57.947555, expected=52.000000 predicted=41.783284, expected=12.000000 predicted=28.217374, expected=32.000000 predicted=38.045806, expected=44.000000 predicted=41.826310, expected=48.000000 predicted=59.017282, expected=104.000000 predicted=63.718542, expected=108.000000 predicted=61.422290, expected=44.000000 predicted=51.704996, expected=28.000000 predicted=47.704027, expected=56.000000 predicted=57.552994, expected=36.000000 predicted=65.861393, expected=40.000000 predicted=61.876122, expected=52.000000 predicted=44.835448, expected=88.000000 predicted=55.409848, expected=16.000000 predicted=41.754131, expected=8.000000 predicted=30.033617, expected=32.000000 predicted=36.136295, expected=16.000000 predicted=34.501506, expected=20.000000 predicted=40.735905, expected=12.000000 predicted=15.009404, expected=88.000000 predicted=40.109773, expected=84.000000 predicted=51.590442, expected=36.000000 predicted=35.587902, expected=28.000000 predicted=33.479498, expected=32.000000 predicted=34.181902, expected=52.000000 predicted=61.016633, expected=44.000000 predicted=54.039742, expected=100.000000 predicted=59.777737, expected=68.000000 predicted=52.012413, expected=36.000000 predicted=45.084765, expected=20.000000 predicted=42.871199, expected=16.000000 predicted=37.675614, expected=36.000000 predicted=55.585851, expected=76.000000 predicted=57.504262, expected=80.000000 predicted=52.501610, expected=48.000000 predicted=40.565080, expected=88.000000 predicted=55.671092, expected=64.000000 predicted=58.074584, expected=20.000000 predicted=54.422617, expected=28.000000 predicted=52.143439, expected=36.000000 predicted=43.873170, expected=56.000000 predicted=60.201742, expected=24.000000 predicted=40.078013, expected=36.000000 predicted=30.806473, expected=60.000000 predicted=42.286611, expected=80.000000 predicted=54.953032, expected=56.000000 predicted=54.234832, expected=64.000000 predicted=49.484830, expected=196.000000 predicted=103.783234, expected=64.000000 predicted=75.484526, expected=36.000000 predicted=70.902734, expected=80.000000 predicted=73.866020, expected=40.000000 predicted=65.328835, expected=20.000000 predicted=87.195608, expected=48.000000 predicted=50.729519, expected=60.000000 predicted=47.770536, expected=52.000000 predicted=57.651529, expected=24.000000 predicted=35.962904, expected=40.000000 predicted=35.672776, expected=56.000000 predicted=48.938450, expected=24.000000 predicted=41.263723, expected=32.000000 predicted=39.623324, expected=56.000000 predicted=39.639177, expected=68.000000 predicted=50.797762, expected=64.000000 predicted=55.643399, expected=8.000000 predicted=28.554960, expected=16.000000 predicted=31.755796, expected=52.000000 predicted=47.878985, expected=64.000000 predicted=55.352414, expected=168.000000 predicted=93.374396, expected=28.000000 predicted=37.361135, expected=12.000000 predicted=36.830254, expected=36.000000 predicted=49.519134, expected=48.000000 predicted=58.057763, expected=32.000000 predicted=73.337070, expected=44.000000 predicted=35.090334, expected=72.000000 predicted=42.828315, expected=72.000000 predicted=53.406176, expected=84.000000 predicted=63.682206, expected=56.000000 predicted=52.611488, expected=24.000000 predicted=45.947315, expected=36.000000 predicted=54.276667, expected=64.000000 predicted=61.429935, expected=64.000000 predicted=63.630516, expected=64.000000 predicted=55.993895, expected=52.000000 predicted=45.029857, expected=76.000000 predicted=59.056452, expected=44.000000 predicted=56.348133, expected=52.000000 predicted=58.345855, expected=56.000000 predicted=57.864053, expected=76.000000 predicted=62.576276, expected=32.000000 predicted=53.355022, expected=56.000000 predicted=52.084816, expected=68.000000 predicted=58.152854, expected=52.000000 predicted=55.407279, expected=52.000000 predicted=59.253585, expected=156.000000 predicted=85.314201, expected=84.000000 predicted=74.072616, expected=104.000000 predicted=88.741828, expected=28.000000 predicted=58.362155, expected=84.000000 predicted=77.462511, expected=40.000000 predicted=86.789959, expected=48.000000 predicted=64.382246, expected=128.000000 predicted=93.964645, expected=108.000000 predicted=72.604216, expected=36.000000 predicted=66.595638, expected=40.000000 predicted=53.543581, expected=64.000000 predicted=63.176505, expected=52.000000 predicted=78.237080, expected=76.000000 predicted=76.676412, expected=96.000000 predicted=64.811931, expected=60.000000 predicted=57.862493, expected=104.000000 predicted=81.209265, expected=52.000000 predicted=62.216865, expected=100.000000 predicted=85.697927, expected=36.000000 predicted=68.578906, expected=56.000000 predicted=63.126830, expected=64.000000 predicted=74.712925, expected=68.000000 predicted=61.698103, expected=56.000000 predicted=69.503998, expected=28.000000 predicted=41.578667, expected=48.000000 predicted=52.273276, expected=48.000000 predicted=53.140260, expected=48.000000 predicted=53.024904, expected=32.000000 predicted=42.905833, expected=64.000000 predicted=46.216863, expected=76.000000 predicted=57.808272, expected=68.000000 predicted=57.706405, expected=12.000000 predicted=39.247536, expected=48.000000 predicted=45.518766, expected=44.000000 predicted=51.846080, expected=76.000000 predicted=64.744021, expected=60.000000 predicted=57.263424, expected=88.000000 predicted=54.593493, expected=24.000000 predicted=45.887504, expected=40.000000 predicted=48.647765, expected=28.000000 predicted=50.761856, expected=28.000000 predicted=43.144973, expected=68.000000 predicted=61.086369, expected=56.000000 predicted=41.077960, expected=64.000000 predicted=50.437159, expected=68.000000 predicted=51.086055, expected=40.000000 predicted=44.440040, expected=28.000000 predicted=49.883957, expected=20.000000 predicted=40.702989, expected=80.000000 predicted=61.002753, expected=92.000000 predicted=67.781051, expected=60.000000 predicted=52.459995, expected=52.000000 predicted=48.456186, expected=52.000000 predicted=48.447683, expected=64.000000 predicted=68.730757, expected=32.000000 predicted=58.544839, expected=108.000000 predicted=73.713756, expected=68.000000 predicted=61.677300, expected=104.000000 predicted=76.105934, expected=68.000000 predicted=70.375527, expected=48.000000 predicted=56.300724, expected=64.000000 predicted=79.875051, expected=12.000000 predicted=48.928758, expected=80.000000 predicted=75.990113, expected=116.000000 predicted=79.114839, expected=68.000000 predicted=62.577431, expected=76.000000 predicted=69.867783, expected=32.000000 predicted=43.634186, expected=36.000000 predicted=62.059134, expected=32.000000 predicted=64.230682, expected=60.000000 predicted=57.037122, expected=84.000000 predicted=66.620667, expected=80.000000 predicted=56.536191, expected=28.000000 predicted=42.549735, expected=28.000000 predicted=40.593340, expected=20.000000 predicted=43.661642, expected=24.000000 predicted=47.451465, expected=64.000000 predicted=55.596045, expected=68.000000 predicted=44.498687, expected=64.000000 predicted=46.429912, expected=48.000000 predicted=41.454150, expected=40.000000 predicted=41.908857, expected=24.000000 predicted=46.407188, expected=48.000000 predicted=52.625884, expected=36.000000 predicted=45.897620, expected=84.000000 predicted=57.269184, expected=40.000000 predicted=42.752378, expected=24.000000 predicted=33.335893, expected=20.000000 predicted=36.531942, expected=48.000000 predicted=42.301506, expected=40.000000 predicted=51.346972, expected=112.000000 predicted=63.405382, expected=72.000000 predicted=51.774491, expected=28.000000 predicted=38.834919, expected=28.000000 predicted=44.762217, expected=12.000000 predicted=36.481869, expected=80.000000 predicted=75.285687, expected=76.000000 predicted=62.146655, expected=36.000000 predicted=38.063703, expected=44.000000 predicted=40.271787, expected=56.000000 predicted=43.241451, expected=32.000000 predicted=54.308649, expected=32.000000 predicted=48.703483, expected=56.000000 predicted=44.489019, expected=68.000000 predicted=52.812065, expected=28.000000 predicted=43.032022, expected=28.000000 predicted=34.764526, expected=12.000000 predicted=28.832577, expected=20.000000 predicted=35.971493, expected=28.000000 predicted=38.247138, expected=28.000000 predicted=26.036952, expected=68.000000 predicted=40.125899, expected=36.000000 predicted=28.550396, expected=40.000000 predicted=33.633175, expected=28.000000 predicted=32.406676, expected=4.000000 predicted=24.514969, expected=64.000000 predicted=52.538080, expected=72.000000 predicted=48.429420, expected=40.000000 predicted=41.021723, expected=8.000000 predicted=25.568909, expected=16.000000 predicted=21.905488, expected=4.000000 predicted=32.797571, expected=24.000000 predicted=36.744554, expected=60.000000 predicted=38.045751, expected=8.000000 predicted=14.094265, expected=36.000000 predicted=25.235649, expected=56.000000 predicted=31.244406, expected=68.000000 predicted=45.671396, expected=4.000000 predicted=33.692854, expected=48.000000 predicted=32.715397, expected=56.000000 predicted=45.576861, expected=40.000000 predicted=46.841976, expected=48.000000 predicted=50.043048, expected=20.000000 predicted=24.194817, expected=64.000000 predicted=51.341756, expected=24.000000 predicted=40.170879, expected=20.000000 predicted=32.642727, expected=44.000000 predicted=40.530605, expected=44.000000 predicted=34.931319, expected=8.000000 predicted=33.597772, expected=36.000000 predicted=29.504134, expected=28.000000 predicted=27.060758, expected=76.000000 predicted=50.513649, expected=52.000000 predicted=44.212062, expected=68.000000 predicted=42.726917, expected=32.000000 predicted=40.856386, expected=12.000000 predicted=32.076871, expected=12.000000 predicted=41.103606, expected=32.000000 predicted=38.009182, expected=28.000000 predicted=38.435427, expected=64.000000 predicted=39.593587, expected=12.000000 predicted=19.206978, expected=20.000000 predicted=21.890470, expected=40.000000 predicted=33.988839, expected=40.000000 predicted=34.711850, expected=16.000000 predicted=34.690658, expected=96.000000 predicted=46.995363, expected=84.000000 predicted=52.266512, expected=36.000000 predicted=45.163893, expected=68.000000 predicted=55.167641, expected=44.000000 predicted=44.176427, expected=28.000000 predicted=59.544422, expected=24.000000 predicted=48.864151, expected=80.000000 predicted=53.222652, expected=80.000000 predicted=64.511232, expected=36.000000 predicted=44.252179, expected=44.000000 predicted=42.202601, expected=40.000000 predicted=41.425416, expected=40.000000 predicted=55.960285, expected=48.000000 predicted=55.167623, expected=108.000000 predicted=63.939128, expected=124.000000 predicted=77.843325, expected=8.000000 predicted=41.683062, expected=52.000000 predicted=54.671249, expected=40.000000 predicted=52.971353, expected=8.000000 predicted=56.010595, expected=28.000000 predicted=57.598834, expected=56.000000 predicted=32.723593, expected=116.000000 predicted=69.018001, expected=28.000000 predicted=39.537670, expected=40.000000 predicted=35.708616, expected=20.000000 predicted=35.135060, expected=20.000000 predicted=41.762773, expected=32.000000 predicted=56.360993, expected=44.000000 predicted=33.680963, expected=48.000000 predicted=39.165058, expected=172.000000 predicted=80.065912, expected=48.000000 predicted=48.124071, expected=76.000000 predicted=63.049392, expected=128.000000 predicted=86.332634, expected=44.000000 predicted=66.967474, expected=84.000000 predicted=108.440905, expected=108.000000 predicted=79.469930, expected=24.000000 predicted=64.105244, expected=20.000000 predicted=68.938848, expected=20.000000 predicted=38.743317, expected=12.000000 predicted=44.868914, expected=44.000000 predicted=55.385794, expected=88.000000 predicted=46.745183, expected=112.000000 predicted=60.932643, expected=28.000000 predicted=37.985013, expected=16.000000 predicted=31.513298, expected=64.000000 predicted=55.140507, expected=16.000000 predicted=51.547038, expected=4.000000 predicted=47.371929, expected=60.000000 predicted=37.291168, expected=52.000000 predicted=35.234531, expected=32.000000 predicted=43.429136, expected=24.000000 predicted=25.379903, expected=36.000000 predicted=27.423063, expected=52.000000 predicted=49.015329, expected=12.000000 predicted=32.437149, expected=48.000000 predicted=37.599594, expected=64.000000 predicted=41.761555, expected=32.000000 predicted=37.820731, expected=36.000000 predicted=42.189190, expected=20.000000 predicted=24.943715, expected=28.000000 predicted=37.497388, expected=24.000000 predicted=37.617724, expected=72.000000 predicted=44.812185, expected=48.000000 predicted=40.143012, expected=32.000000 predicted=32.700068, expected=36.000000 predicted=35.514563, expected=16.000000 predicted=28.238781, expected=36.000000 predicted=46.226074, expected=56.000000 predicted=44.462460, expected=60.000000 predicted=43.717785, expected=44.000000 predicted=41.109404, expected=32.000000 predicted=32.502626, expected=48.000000 predicted=43.847839, expected=44.000000 predicted=48.095220, expected=60.000000 predicted=54.345175, expected=64.000000 predicted=51.673782, expected=68.000000 predicted=52.431456, expected=32.000000 predicted=45.811655, expected=40.000000 predicted=46.475404, expected=24.000000 predicted=43.284887, expected=72.000000 predicted=59.474989, expected=52.000000 predicted=53.374324, expected=44.000000 predicted=42.045496, expected=64.000000 predicted=50.709558, expected=40.000000 predicted=40.707105, expected=32.000000 predicted=50.725978, expected=32.000000 predicted=41.905453, expected=40.000000 predicted=41.686585, expected=28.000000 predicted=41.772777, expected=64.000000 predicted=46.380576, expected=36.000000 predicted=36.062710, expected=16.000000 predicted=30.113691, expected=16.000000 predicted=29.323586, expected=36.000000 predicted=32.037372, expected=8.000000 predicted=31.334285, expected=40.000000 predicted=32.110028, expected=48.000000 predicted=29.748574, expected=12.000000 predicted=20.639859, expected=56.000000 predicted=40.199680, expected=16.000000 predicted=20.205416, expected=32.000000 predicted=35.616603, expected=24.000000 Test MSE: 822.155
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315])] predicted=80.888710, expected=224.000000 predicted=133.167505, expected=116.000000 predicted=101.194612, expected=164.000000 predicted=133.069362, expected=72.000000 predicted=118.058377, expected=156.000000 predicted=132.393673, expected=100.000000 predicted=139.960098, expected=60.000000 predicted=97.298900, expected=56.000000 predicted=104.577188, expected=28.000000 predicted=65.534648, expected=100.000000 predicted=93.358799, expected=120.000000 predicted=85.673246, expected=96.000000 predicted=75.046451, expected=100.000000 predicted=87.533279, expected=76.000000 predicted=79.590285, expected=64.000000 predicted=86.970009, expected=160.000000 predicted=117.807620, expected=136.000000 predicted=105.744242, expected=56.000000 predicted=87.613658, expected=104.000000 predicted=106.063022, expected=84.000000 predicted=92.039105, expected=76.000000 predicted=99.045710, expected=88.000000 predicted=97.120398, expected=124.000000 predicted=91.572652, expected=84.000000 predicted=89.848010, expected=84.000000 predicted=89.363908, expected=132.000000 predicted=105.316722, expected=16.000000 predicted=68.537696, expected=52.000000 predicted=83.944187, expected=80.000000 predicted=79.332545, expected=112.000000 predicted=79.630308, expected=112.000000 predicted=93.828107, expected=136.000000 predicted=88.825399, expected=84.000000 predicted=88.840775, expected=84.000000 predicted=97.059224, expected=32.000000 predicted=83.938929, expected=120.000000 predicted=101.965071, expected=132.000000 predicted=106.278062, expected=100.000000 predicted=87.885034, expected=96.000000 predicted=97.865821, expected=84.000000 predicted=86.577053, expected=52.000000 predicted=89.102018, expected=140.000000 predicted=113.883376, expected=76.000000 predicted=84.980011, expected=180.000000 predicted=118.991840, expected=104.000000 predicted=103.589360, expected=72.000000 predicted=89.964591, expected=92.000000 predicted=116.850033, expected=32.000000 predicted=74.999211, expected=76.000000 predicted=98.916804, expected=160.000000 predicted=105.786412, expected=80.000000 predicted=75.697359, expected=36.000000 predicted=74.492069, expected=64.000000 predicted=74.448694, expected=76.000000 predicted=76.784742, expected=116.000000 predicted=99.037327, expected=80.000000 predicted=75.305898, expected=92.000000 predicted=76.851340, expected=124.000000 predicted=97.311927, expected=80.000000 predicted=86.409745, expected=60.000000 predicted=89.202422, expected=112.000000 predicted=97.379596, expected=100.000000 predicted=91.832736, expected=128.000000 predicted=107.286328, expected=108.000000 predicted=98.782650, expected=196.000000 predicted=127.643354, expected=84.000000 predicted=109.995282, expected=12.000000 predicted=86.783792, expected=228.000000 predicted=156.236208, expected=44.000000 predicted=85.729358, expected=44.000000 predicted=102.235904, expected=112.000000 predicted=102.176845, expected=120.000000 predicted=80.112716, expected=96.000000 predicted=115.701039, expected=136.000000 predicted=98.945939, expected=36.000000 predicted=73.479217, expected=56.000000 predicted=90.592036, expected=64.000000 predicted=86.186823, expected=60.000000 predicted=69.608000, expected=84.000000 predicted=82.028715, expected=160.000000 predicted=87.839327, expected=36.000000 predicted=61.922929, expected=84.000000 predicted=85.189010, expected=44.000000 predicted=71.478016, expected=52.000000 predicted=69.195129, expected=88.000000 predicted=90.072664, expected=104.000000 predicted=68.130930, expected=60.000000 predicted=69.626717, expected=64.000000 predicted=67.713808, expected=108.000000 predicted=82.761645, expected=48.000000 predicted=69.798572, expected=36.000000 predicted=69.040687, expected=76.000000 predicted=69.525311, expected=148.000000 predicted=87.614668, expected=132.000000 predicted=96.508561, expected=96.000000 predicted=86.745404, expected=80.000000 predicted=89.483340, expected=48.000000 predicted=85.288356, expected=52.000000 predicted=91.091238, expected=72.000000 predicted=83.760986, expected=116.000000 predicted=84.885146, expected=80.000000 predicted=73.779592, expected=36.000000 predicted=60.154321, expected=112.000000 predicted=85.835410, expected=96.000000 predicted=81.596979, expected=172.000000 predicted=115.367754, expected=168.000000 predicted=117.869448, expected=144.000000 predicted=114.699196, expected=176.000000 predicted=151.152410, expected=88.000000 predicted=123.851191, expected=108.000000 predicted=141.574980, expected=52.000000 predicted=114.525201, expected=120.000000 predicted=118.033831, expected=96.000000 predicted=110.454893, expected=96.000000 predicted=91.275420, expected=160.000000 predicted=119.153532, expected=72.000000 predicted=85.047792, expected=116.000000 predicted=114.989887, expected=128.000000 predicted=114.216623, expected=56.000000 predicted=90.029181, expected=124.000000 predicted=121.720511, expected=156.000000 predicted=112.353903, expected=148.000000 predicted=121.626243, expected=120.000000 predicted=124.160446, expected=96.000000 predicted=108.201594, expected=156.000000 predicted=138.012359, expected=140.000000 predicted=135.700824, expected=132.000000 predicted=132.788003, expected=96.000000 predicted=119.766012, expected=80.000000 predicted=108.248265, expected=36.000000 predicted=98.295076, expected=184.000000 predicted=129.876062, expected=160.000000 predicted=119.167507, expected=96.000000 predicted=102.153660, expected=132.000000 predicted=121.770669, expected=172.000000 predicted=126.827080, expected=40.000000 predicted=114.080306, expected=152.000000 predicted=141.023732, expected=148.000000 predicted=122.770348, expected=40.000000 predicted=96.221359, expected=84.000000 predicted=117.708527, expected=140.000000 predicted=100.074102, expected=164.000000 predicted=126.540574, expected=176.000000 predicted=137.618448, expected=64.000000 predicted=94.563371, expected=132.000000 predicted=128.855040, expected=88.000000 predicted=119.494763, expected=156.000000 predicted=136.590882, expected=164.000000 predicted=141.091805, expected=220.000000 predicted=142.720075, expected=152.000000 predicted=149.221294, expected=104.000000 predicted=134.524043, expected=128.000000 predicted=153.852734, expected=104.000000 predicted=136.735024, expected=144.000000 predicted=150.668818, expected=104.000000 predicted=121.387628, expected=172.000000 predicted=133.074162, expected=156.000000 predicted=136.802362, expected=60.000000 predicted=107.217523, expected=144.000000 predicted=140.733717, expected=84.000000 predicted=108.041477, expected=24.000000 predicted=96.619147, expected=184.000000 predicted=134.148277, expected=144.000000 predicted=99.945546, expected=24.000000 predicted=89.615471, expected=112.000000 predicted=107.758826, expected=80.000000 predicted=78.806396, expected=28.000000 predicted=90.280233, expected=136.000000 predicted=108.542320, expected=112.000000 predicted=74.605375, expected=112.000000 predicted=100.530209, expected=80.000000 predicted=90.723767, expected=132.000000 predicted=98.136600, expected=100.000000 predicted=110.138327, expected=24.000000 predicted=82.325742, expected=136.000000 predicted=111.594760, expected=28.000000 predicted=66.366775, expected=136.000000 predicted=107.431130, expected=80.000000 predicted=83.776441, expected=144.000000 predicted=91.651303, expected=116.000000 predicted=112.385154, expected=132.000000 predicted=100.838195, expected=52.000000 predicted=103.627884, expected=156.000000 predicted=119.334851, expected=116.000000 predicted=118.167022, expected=144.000000 predicted=121.996417, expected=52.000000 predicted=103.536582, expected=124.000000 predicted=105.645478, expected=152.000000 predicted=131.330109, expected=128.000000 predicted=115.878851, expected=92.000000 predicted=117.585720, expected=44.000000 predicted=85.537435, expected=52.000000 predicted=94.349866, expected=80.000000 predicted=95.082346, expected=76.000000 predicted=81.049767, expected=8.000000 predicted=53.149903, expected=104.000000 predicted=70.031459, expected=88.000000 predicted=65.871581, expected=164.000000 predicted=97.675024, expected=132.000000 predicted=99.964533, expected=80.000000 predicted=82.927026, expected=120.000000 predicted=118.934305, expected=32.000000 predicted=85.603340, expected=44.000000 predicted=95.091382, expected=64.000000 predicted=82.927309, expected=76.000000 predicted=67.957968, expected=80.000000 predicted=76.681998, expected=28.000000 predicted=46.797024, expected=60.000000 predicted=59.273295, expected=24.000000 predicted=49.335168, expected=84.000000 predicted=64.584332, expected=76.000000 predicted=62.893144, expected=148.000000 predicted=78.340184, expected=116.000000 predicted=86.878701, expected=140.000000 predicted=97.992473, expected=144.000000 predicted=120.614799, expected=60.000000 predicted=98.272046, expected=76.000000 predicted=114.217656, expected=84.000000 predicted=100.677514, expected=92.000000 predicted=99.364199, expected=116.000000 predicted=104.764285, expected=68.000000 predicted=76.570217, expected=104.000000 predicted=92.719192, expected=48.000000 predicted=77.599430, expected=60.000000 predicted=78.597749, expected=80.000000 predicted=84.126108, expected=76.000000 predicted=70.091579, expected=112.000000 predicted=88.924696, expected=40.000000 predicted=60.643926, expected=60.000000 predicted=69.924291, expected=12.000000 predicted=55.870919, expected=144.000000 predicted=86.212298, expected=36.000000 predicted=62.940239, expected=128.000000 predicted=78.132684, expected=40.000000 predicted=65.355750, expected=100.000000 predicted=71.739964, expected=64.000000 predicted=89.743737, expected=60.000000 predicted=62.931132, expected=44.000000 predicted=75.713352, expected=52.000000 predicted=55.269516, expected=44.000000 predicted=61.449537, expected=80.000000 predicted=61.513628, expected=72.000000 predicted=60.264467, expected=28.000000 predicted=47.257808, expected=120.000000 predicted=76.259033, expected=156.000000 predicted=89.209066, expected=172.000000 predicted=111.476257, expected=92.000000 predicted=102.591103, expected=140.000000 predicted=115.381651, expected=104.000000 predicted=124.069317, expected=76.000000 predicted=116.171259, expected=104.000000 predicted=121.415208, expected=116.000000 predicted=103.705452, expected=96.000000 predicted=106.418595, expected=128.000000 predicted=109.774383, expected=88.000000 predicted=95.563238, expected=40.000000 predicted=86.222511, expected=72.000000 predicted=91.818343, expected=84.000000 predicted=83.393477, expected=100.000000 predicted=90.540082, expected=104.000000 predicted=86.754762, expected=48.000000 predicted=65.934238, expected=64.000000 predicted=77.009500, expected=36.000000 predicted=66.735745, expected=68.000000 predicted=71.476584, expected=68.000000 predicted=69.189232, expected=120.000000 predicted=73.602405, expected=64.000000 predicted=67.781768, expected=80.000000 predicted=70.958808, expected=56.000000 predicted=72.704604, expected=20.000000 predicted=57.481492, expected=108.000000 predicted=87.167256, expected=116.000000 predicted=77.374916, expected=136.000000 predicted=92.816165, expected=96.000000 predicted=88.568270, expected=76.000000 predicted=81.865678, expected=84.000000 predicted=100.908129, expected=52.000000 predicted=86.543665, expected=88.000000 predicted=93.833503, expected=72.000000 predicted=78.144208, expected=152.000000 predicted=97.108254, expected=72.000000 predicted=82.825671, expected=88.000000 predicted=84.419996, expected=156.000000 predicted=114.505760, expected=116.000000 predicted=101.886915, expected=88.000000 predicted=113.415453, expected=44.000000 predicted=85.133270, expected=160.000000 predicted=115.518521, expected=52.000000 predicted=95.578380, expected=140.000000 predicted=109.521702, expected=52.000000 predicted=84.852439, expected=112.000000 predicted=88.682692, expected=72.000000 predicted=102.354213, expected=88.000000 predicted=79.860038, expected=88.000000 predicted=98.350762, expected=68.000000 predicted=73.122106, expected=60.000000 predicted=81.667010, expected=104.000000 predicted=83.385273, expected=52.000000 predicted=71.728531, expected=140.000000 predicted=95.710397, expected=108.000000 predicted=89.589574, expected=108.000000 predicted=92.088090, expected=72.000000 predicted=96.679028, expected=52.000000 predicted=77.483805, expected=72.000000 predicted=94.039713, expected=76.000000 predicted=81.507358, expected=76.000000 predicted=78.479738, expected=104.000000 predicted=80.537707, expected=164.000000 predicted=98.958335, expected=64.000000 predicted=83.925052, expected=44.000000 predicted=81.443443, expected=120.000000 predicted=100.159527, expected=20.000000 predicted=71.102468, expected=92.000000 predicted=95.349283, expected=56.000000 predicted=65.168984, expected=72.000000 predicted=62.433769, expected=68.000000 predicted=78.120366, expected=24.000000 predicted=44.579879, expected=108.000000 predicted=80.041343, expected=40.000000 predicted=55.216584, expected=100.000000 predicted=73.823999, expected=60.000000 predicted=67.250948, expected=140.000000 predicted=81.388752, expected=80.000000 predicted=89.457366, expected=36.000000 predicted=64.707035, expected=96.000000 predicted=91.943482, expected=28.000000 predicted=61.071653, expected=60.000000 predicted=77.419512, expected=56.000000 predicted=62.078871, expected=80.000000 predicted=57.983283, expected=76.000000 predicted=71.231926, expected=64.000000 predicted=57.548250, expected=84.000000 predicted=72.089607, expected=56.000000 predicted=65.021101, expected=52.000000 predicted=66.804999, expected=104.000000 predicted=78.798933, expected=140.000000 predicted=89.079306, expected=60.000000 predicted=78.040802, expected=48.000000 predicted=72.444706, expected=64.000000 predicted=74.143177, expected=112.000000 predicted=90.715259, expected=92.000000 predicted=91.142970, expected=156.000000 predicted=97.788395, expected=96.000000 predicted=90.392164, expected=96.000000 predicted=97.592514, expected=88.000000 predicted=106.067072, expected=52.000000 predicted=86.565561, expected=36.000000 predicted=86.081778, expected=260.000000 predicted=129.966708, expected=64.000000 predicted=88.218610, expected=320.000000 predicted=161.303872, expected=228.000000 predicted=165.062647, expected=176.000000 predicted=159.927805, expected=144.000000 predicted=205.320655, expected=68.000000 predicted=136.579217, expected=84.000000 predicted=169.606499, expected=144.000000 predicted=148.560790, expected=136.000000 predicted=130.228291, expected=56.000000 predicted=102.081856, expected=4.000000 predicted=68.908991, expected=52.000000 predicted=73.966715, expected=4.000000 predicted=59.867843, expected=76.000000 predicted=65.246675, expected=88.000000 predicted=55.537312, expected=88.000000 predicted=52.261467, expected=52.000000 predicted=60.005201, expected=36.000000 predicted=48.143518, expected=48.000000 predicted=62.283639, expected=32.000000 predicted=54.536040, expected=40.000000 predicted=51.043777, expected=88.000000 predicted=56.256924, expected=28.000000 predicted=40.714610, expected=48.000000 predicted=47.962527, expected=68.000000 predicted=52.283855, expected=100.000000 predicted=64.362263, expected=80.000000 predicted=73.343767, expected=72.000000 predicted=63.841559, expected=56.000000 predicted=66.321162, expected=60.000000 predicted=68.997257, expected=52.000000 predicted=69.330232, expected=72.000000 predicted=67.299221, expected=52.000000 predicted=60.157851, expected=112.000000 predicted=73.609309, expected=68.000000 predicted=68.432850, expected=88.000000 predicted=73.877446, expected=60.000000 predicted=73.607409, expected=24.000000 predicted=56.731035, expected=36.000000 predicted=64.623991, expected=60.000000 predicted=56.378601, expected=40.000000 predicted=51.956614, expected=88.000000 predicted=58.988860, expected=32.000000 predicted=42.113063, expected=64.000000 predicted=52.869514, expected=28.000000 predicted=49.389380, expected=60.000000 predicted=50.294126, expected=52.000000 predicted=57.666907, expected=112.000000 predicted=63.513373, expected=44.000000 predicted=58.603589, expected=104.000000 predicted=68.928607, expected=72.000000 predicted=73.404934, expected=56.000000 predicted=66.203642, expected=16.000000 predicted=64.581407, expected=52.000000 predicted=53.243347, expected=68.000000 predicted=65.917922, expected=8.000000 predicted=40.569819, expected=44.000000 predicted=43.732468, expected=56.000000 predicted=40.336990, expected=72.000000 predicted=52.183651, expected=20.000000 predicted=44.035617, expected=88.000000 predicted=50.766747, expected=44.000000 predicted=51.173639, expected=40.000000 predicted=49.904534, expected=48.000000 predicted=54.966211, expected=48.000000 predicted=43.196256, expected=48.000000 predicted=55.292027, expected=52.000000 predicted=47.301232, expected=104.000000 predicted=62.819927, expected=12.000000 predicted=44.765884, expected=40.000000 predicted=48.682500, expected=72.000000 predicted=57.406901, expected=40.000000 predicted=47.920247, expected=60.000000 predicted=61.804475, expected=36.000000 predicted=39.278932, expected=92.000000 predicted=59.724437, expected=40.000000 Test MSE: 1980.411
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704])] predicted=21.660151, expected=28.000000 predicted=22.370984, expected=24.000000 predicted=26.101156, expected=56.000000 predicted=33.980916, expected=48.000000 predicted=34.537945, expected=52.000000 predicted=43.031303, expected=8.000000 predicted=40.204477, expected=72.000000 predicted=43.783705, expected=28.000000 predicted=41.469389, expected=32.000000 predicted=36.897770, expected=32.000000 predicted=43.023076, expected=12.000000 predicted=26.333780, expected=32.000000 predicted=32.964650, expected=80.000000 predicted=35.242423, expected=8.000000 predicted=30.748938, expected=16.000000 predicted=35.503119, expected=48.000000 predicted=36.520579, expected=20.000000 predicted=24.637746, expected=44.000000 predicted=36.440563, expected=8.000000 predicted=27.617097, expected=44.000000 predicted=28.423316, expected=28.000000 predicted=32.141851, expected=12.000000 predicted=23.669131, expected=20.000000 predicted=28.936058, expected=56.000000 predicted=25.879070, expected=20.000000 predicted=27.141403, expected=32.000000 predicted=31.003688, expected=12.000000 predicted=29.129315, expected=20.000000 predicted=23.134555, expected=16.000000 predicted=24.841988, expected=24.000000 predicted=18.374512, expected=40.000000 predicted=24.048703, expected=24.000000 predicted=22.897909, expected=32.000000 predicted=28.148452, expected=36.000000 predicted=30.522813, expected=28.000000 predicted=29.297797, expected=24.000000 predicted=31.439315, expected=48.000000 predicted=32.411732, expected=24.000000 predicted=30.595792, expected=16.000000 predicted=29.887538, expected=44.000000 predicted=32.668603, expected=92.000000 predicted=38.003696, expected=4.000000 predicted=37.484953, expected=80.000000 predicted=50.590558, expected=28.000000 predicted=47.622097, expected=20.000000 predicted=37.862035, expected=12.000000 predicted=44.725390, expected=12.000000 predicted=20.072781, expected=60.000000 predicted=30.579541, expected=12.000000 predicted=22.615486, expected=32.000000 predicted=27.413692, expected=52.000000 predicted=34.228285, expected=20.000000 predicted=27.594404, expected=40.000000 predicted=38.053113, expected=36.000000 predicted=33.952425, expected=44.000000 predicted=34.483369, expected=16.000000 predicted=36.242048, expected=24.000000 predicted=30.848257, expected=76.000000 predicted=37.797409, expected=44.000000 predicted=36.565388, expected=20.000000 predicted=41.233323, expected=32.000000 predicted=42.036775, expected=56.000000 predicted=37.538973, expected=32.000000 predicted=38.526630, expected=32.000000 predicted=38.470199, expected=28.000000 predicted=36.319426, expected=48.000000 predicted=35.115461, expected=24.000000 predicted=35.147701, expected=20.000000 predicted=31.523761, expected=68.000000 predicted=37.559455, expected=28.000000 predicted=32.914938, expected=20.000000 predicted=36.418267, expected=28.000000 predicted=36.299018, expected=48.000000 predicted=30.424460, expected=48.000000 predicted=36.692907, expected=12.000000 predicted=33.304116, expected=24.000000 predicted=34.021187, expected=28.000000 predicted=29.863595, expected=68.000000 predicted=32.203278, expected=32.000000 predicted=35.386431, expected=16.000000 predicted=34.525625, expected=20.000000 predicted=36.051300, expected=12.000000 predicted=24.768291, expected=20.000000 predicted=23.429553, expected=32.000000 predicted=20.921853, expected=36.000000 predicted=21.852703, expected=32.000000 predicted=26.873909, expected=48.000000 predicted=32.540356, expected=8.000000 predicted=30.607645, expected=84.000000 predicted=39.931071, expected=80.000000 predicted=47.130799, expected=24.000000 predicted=45.937726, expected=24.000000 predicted=55.264555, expected=24.000000 predicted=40.963758, expected=24.000000 predicted=34.187567, expected=20.000000 predicted=29.433869, expected=64.000000 predicted=29.704049, expected=24.000000 predicted=29.545049, expected=16.000000 predicted=31.183734, expected=52.000000 predicted=37.360800, expected=20.000000 predicted=27.951348, expected=8.000000 predicted=30.079601, expected=36.000000 predicted=29.106980, expected=28.000000 predicted=22.315156, expected=36.000000 predicted=28.234221, expected=24.000000 predicted=28.543587, expected=44.000000 predicted=29.952682, expected=24.000000 predicted=31.967124, expected=20.000000 predicted=29.343859, expected=24.000000 predicted=29.899698, expected=68.000000 predicted=31.143705, expected=20.000000 predicted=31.716296, expected=8.000000 predicted=31.227622, expected=20.000000 predicted=30.948526, expected=24.000000 predicted=21.016689, expected=32.000000 predicted=24.896034, expected=36.000000 predicted=24.605626, expected=20.000000 predicted=24.999556, expected=8.000000 predicted=25.259340, expected=44.000000 predicted=27.251172, expected=32.000000 predicted=25.144082, expected=36.000000 predicted=28.879677, expected=28.000000 predicted=32.191348, expected=76.000000 predicted=37.162620, expected=56.000000 predicted=44.338076, expected=32.000000 predicted=45.592739, expected=40.000000 predicted=50.948238, expected=40.000000 predicted=43.092577, expected=44.000000 predicted=43.690357, expected=32.000000 predicted=40.696355, expected=16.000000 predicted=34.889286, expected=20.000000 predicted=32.052873, expected=52.000000 predicted=31.091238, expected=56.000000 predicted=33.265332, expected=28.000000 predicted=35.674138, expected=28.000000 predicted=39.137008, expected=92.000000 predicted=46.351686, expected=16.000000 predicted=40.576939, expected=20.000000 predicted=43.742213, expected=36.000000 predicted=42.290983, expected=44.000000 predicted=30.408493, expected=56.000000 predicted=41.189302, expected=36.000000 predicted=37.709097, expected=72.000000 predicted=46.964822, expected=4.000000 predicted=42.547158, expected=20.000000 predicted=39.396177, expected=80.000000 predicted=44.453957, expected=12.000000 predicted=29.000969, expected=36.000000 predicted=40.909004, expected=16.000000 predicted=34.026642, expected=64.000000 predicted=31.890451, expected=16.000000 predicted=35.647916, expected=8.000000 predicted=27.592763, expected=56.000000 predicted=35.727139, expected=32.000000 predicted=25.944477, expected=12.000000 predicted=30.758675, expected=36.000000 predicted=32.585754, expected=12.000000 predicted=23.723272, expected=56.000000 predicted=30.446992, expected=12.000000 predicted=27.418167, expected=56.000000 predicted=30.998690, expected=36.000000 predicted=36.850117, expected=52.000000 predicted=35.694358, expected=8.000000 predicted=40.425942, expected=84.000000 predicted=40.914229, expected=56.000000 predicted=46.165004, expected=48.000000 predicted=46.159604, expected=40.000000 predicted=56.547315, expected=60.000000 predicted=48.839917, expected=16.000000 predicted=47.903709, expected=24.000000 predicted=40.991915, expected=36.000000 predicted=37.262335, expected=52.000000 predicted=31.715184, expected=60.000000 predicted=40.007709, expected=80.000000 predicted=47.344226, expected=36.000000 predicted=52.033378, expected=12.000000 predicted=50.737069, expected=24.000000 predicted=45.749078, expected=80.000000 predicted=40.594084, expected=12.000000 predicted=34.885728, expected=36.000000 predicted=38.011496, expected=32.000000 predicted=38.254065, expected=40.000000 predicted=30.687987, expected=28.000000 predicted=38.007053, expected=44.000000 predicted=32.947378, expected=44.000000 predicted=37.326525, expected=48.000000 predicted=38.497976, expected=60.000000 predicted=45.515064, expected=24.000000 predicted=42.733948, expected=28.000000 predicted=43.475775, expected=56.000000 predicted=43.089949, expected=16.000000 predicted=33.871284, expected=44.000000 predicted=38.626276, expected=40.000000 predicted=36.558748, expected=24.000000 predicted=31.677382, expected=28.000000 predicted=37.128962, expected=88.000000 predicted=38.515993, expected=36.000000 predicted=40.025508, expected=32.000000 predicted=45.644485, expected=60.000000 predicted=51.265557, expected=16.000000 predicted=38.197633, expected=20.000000 predicted=41.732213, expected=68.000000 predicted=39.415925, expected=64.000000 predicted=36.418380, expected=16.000000 predicted=42.681353, expected=36.000000 predicted=45.249275, expected=24.000000 predicted=36.898992, expected=16.000000 predicted=31.537844, expected=28.000000 predicted=31.185875, expected=80.000000 predicted=30.359182, expected=36.000000 predicted=34.429109, expected=64.000000 predicted=46.015087, expected=32.000000 predicted=48.525957, expected=76.000000 predicted=49.391045, expected=16.000000 predicted=51.906587, expected=12.000000 predicted=39.603480, expected=28.000000 predicted=40.586274, expected=20.000000 predicted=22.682023, expected=40.000000 predicted=29.569544, expected=12.000000 predicted=23.106311, expected=32.000000 predicted=24.758104, expected=52.000000 predicted=30.982117, expected=24.000000 predicted=27.424942, expected=52.000000 predicted=38.373347, expected=24.000000 predicted=34.958276, expected=36.000000 predicted=35.184617, expected=32.000000 predicted=38.068577, expected=76.000000 predicted=37.274956, expected=12.000000 predicted=39.245117, expected=12.000000 predicted=35.948981, expected=36.000000 predicted=37.104647, expected=52.000000 predicted=27.611933, expected=28.000000 predicted=34.301846, expected=20.000000 predicted=31.935445, expected=56.000000 predicted=35.892301, expected=16.000000 predicted=31.003178, expected=12.000000 predicted=31.452761, expected=60.000000 predicted=34.360093, expected=44.000000 predicted=28.430556, expected=20.000000 predicted=35.590351, expected=20.000000 predicted=36.023987, expected=56.000000 predicted=33.038076, expected=20.000000 predicted=31.732036, expected=16.000000 predicted=31.300954, expected=20.000000 predicted=29.404538, expected=44.000000 predicted=24.350254, expected=12.000000 predicted=25.752645, expected=20.000000 predicted=24.463492, expected=36.000000 predicted=26.478846, expected=52.000000 predicted=25.960447, expected=40.000000 predicted=34.126453, expected=60.000000 predicted=40.232274, expected=40.000000 predicted=43.737651, expected=52.000000 predicted=46.832560, expected=36.000000 predicted=48.352899, expected=28.000000 predicted=41.670335, expected=36.000000 predicted=42.399423, expected=40.000000 predicted=35.898122, expected=20.000000 predicted=33.970769, expected=28.000000 predicted=32.934274, expected=60.000000 predicted=34.395644, expected=16.000000 predicted=30.459925, expected=16.000000 predicted=33.453620, expected=96.000000 predicted=40.828719, expected=32.000000 predicted=33.908529, expected=28.000000 predicted=45.907757, expected=40.000000 predicted=47.736228, expected=48.000000 predicted=35.683714, expected=8.000000 predicted=39.913790, expected=28.000000 predicted=33.961417, expected=28.000000 predicted=29.066053, expected=40.000000 predicted=26.444127, expected=32.000000 predicted=31.845275, expected=44.000000 predicted=31.393904, expected=40.000000 predicted=36.484475, expected=24.000000 predicted=34.955025, expected=24.000000 predicted=36.044755, expected=16.000000 predicted=29.243835, expected=24.000000 predicted=25.981519, expected=24.000000 predicted=23.893402, expected=16.000000 predicted=20.525679, expected=56.000000 predicted=26.954412, expected=32.000000 predicted=26.872586, expected=28.000000 predicted=31.623884, expected=52.000000 predicted=39.241203, expected=52.000000 predicted=35.973840, expected=32.000000 predicted=41.944835, expected=36.000000 predicted=43.112516, expected=64.000000 predicted=43.254532, expected=48.000000 predicted=43.485219, expected=20.000000 predicted=44.440588, expected=48.000000 predicted=45.848684, expected=12.000000 predicted=34.878092, expected=28.000000 predicted=33.791119, expected=24.000000 predicted=30.990735, expected=20.000000 predicted=21.610653, expected=36.000000 predicted=28.570801, expected=56.000000 predicted=28.065935, expected=88.000000 predicted=40.801232, expected=72.000000 predicted=52.456238, expected=88.000000 predicted=66.688562, expected=24.000000 predicted=66.591171, expected=48.000000 predicted=63.715966, expected=52.000000 predicted=59.551028, expected=24.000000 predicted=42.875804, expected=44.000000 predicted=48.545092, expected=52.000000 predicted=40.035114, expected=32.000000 predicted=38.737157, expected=68.000000 predicted=48.042667, expected=36.000000 predicted=43.197181, expected=40.000000 predicted=45.333710, expected=56.000000 predicted=50.156779, expected=28.000000 predicted=39.790701, expected=28.000000 predicted=43.626140, expected=12.000000 predicted=34.513980, expected=76.000000 predicted=35.412061, expected=60.000000 predicted=39.700653, expected=24.000000 predicted=40.217237, expected=40.000000 predicted=49.751149, expected=68.000000 predicted=43.867020, expected=4.000000 predicted=39.698624, expected=44.000000 predicted=44.073757, expected=64.000000 predicted=40.550375, expected=44.000000 predicted=36.609388, expected=28.000000 predicted=48.132885, expected=40.000000 predicted=41.464536, expected=40.000000 predicted=39.439286, expected=48.000000 predicted=41.062075, expected=72.000000 predicted=46.114429, expected=32.000000 predicted=44.191910, expected=40.000000 predicted=49.228482, expected=20.000000 predicted=43.934761, expected=108.000000 predicted=47.239510, expected=64.000000 predicted=52.442569, expected=20.000000 predicted=51.470962, expected=16.000000 predicted=57.573230, expected=64.000000 predicted=42.447156, expected=12.000000 predicted=37.323979, expected=48.000000 predicted=38.714591, expected=40.000000 predicted=37.135797, expected=104.000000 predicted=41.612910, expected=28.000000 predicted=52.073998, expected=36.000000 predicted=50.391833, expected=44.000000 predicted=56.247334, expected=16.000000 predicted=35.234109, expected=32.000000 predicted=42.834568, expected=32.000000 predicted=30.943950, expected=44.000000 predicted=30.297829, expected=20.000000 predicted=32.824324, expected=32.000000 predicted=31.142159, expected=40.000000 predicted=33.518975, expected=12.000000 predicted=27.276638, expected=20.000000 predicted=30.194962, expected=32.000000 predicted=25.826334, expected=76.000000 predicted=30.311370, expected=76.000000 predicted=42.223715, expected=36.000000 predicted=47.072046, expected=60.000000 predicted=58.737181, expected=40.000000 predicted=52.517510, expected=20.000000 predicted=46.852808, expected=52.000000 predicted=48.881058, expected=60.000000 predicted=40.177019, expected=40.000000 predicted=43.026736, expected=44.000000 predicted=48.133232, expected=76.000000 predicted=49.637485, expected=8.000000 predicted=43.777151, expected=44.000000 predicted=48.663229, expected=40.000000 predicted=42.639106, expected=28.000000 predicted=32.261459, expected=40.000000 predicted=42.761080, expected=68.000000 predicted=37.155044, expected=56.000000 predicted=43.879095, expected=28.000000 predicted=47.102245, expected=20.000000 predicted=45.233542, expected=68.000000 predicted=43.907176, expected=28.000000 predicted=38.224163, expected=16.000000 predicted=37.702489, expected=44.000000 predicted=39.466164, expected=64.000000 predicted=33.262378, expected=16.000000 predicted=37.340793, expected=60.000000 predicted=44.308406, expected=80.000000 predicted=46.585896, expected=48.000000 predicted=46.819974, expected=56.000000 predicted=61.835768, expected=40.000000 predicted=53.042934, expected=72.000000 predicted=55.316947, expected=32.000000 predicted=53.444268, expected=52.000000 predicted=50.452061, expected=40.000000 predicted=50.764489, expected=52.000000 predicted=43.779578, expected=24.000000 predicted=46.579738, expected=32.000000 predicted=38.825042, expected=64.000000 predicted=43.315751, expected=40.000000 predicted=37.403379, expected=32.000000 predicted=43.653581, expected=12.000000 predicted=38.907033, expected=56.000000 predicted=36.118584, expected=44.000000 predicted=36.612132, expected=48.000000 predicted=37.667114, expected=28.000000 predicted=42.804498, expected=32.000000 predicted=37.154558, expected=24.000000 predicted=37.795477, expected=44.000000 predicted=33.653438, expected=48.000000 predicted=36.082964, expected=24.000000 predicted=33.337272, expected=44.000000 predicted=39.776108, expected=28.000000 predicted=35.014173, expected=20.000000 predicted=32.500447, expected=36.000000 predicted=34.966511, expected=52.000000 predicted=30.842136, expected=8.000000 predicted=30.275262, expected=20.000000 predicted=31.892391, expected=20.000000 predicted=26.517419, expected=80.000000 predicted=28.941485, expected=24.000000 predicted=32.952090, expected=52.000000 predicted=38.853011, expected=56.000000 predicted=48.176990, expected=36.000000 predicted=39.108662, expected=28.000000 predicted=49.698875, expected=20.000000 predicted=37.083472, expected=60.000000 predicted=38.078349, expected=24.000000 predicted=33.926002, expected=8.000000 predicted=31.204743, expected=52.000000 predicted=36.445019, expected=60.000000 predicted=30.225874, expected=40.000000 predicted=38.717121, expected=24.000000 predicted=42.820283, expected=64.000000 predicted=43.487214, expected=24.000000 Test MSE: 445.845
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448])] predicted=29.010373, expected=20.000000 predicted=28.363921, expected=100.000000 predicted=64.429560, expected=120.000000 predicted=69.095015, expected=16.000000 predicted=32.275366, expected=64.000000 predicted=46.708761, expected=60.000000 predicted=49.044653, expected=36.000000 predicted=60.913862, expected=16.000000 predicted=63.028242, expected=116.000000 predicted=60.904752, expected=148.000000 predicted=94.291830, expected=60.000000 predicted=63.919023, expected=20.000000 predicted=46.401581, expected=52.000000 predicted=47.666979, expected=4.000000 predicted=55.452557, expected=32.000000 predicted=72.731873, expected=100.000000 predicted=69.244522, expected=96.000000 predicted=53.666521, expected=64.000000 predicted=59.888609, expected=64.000000 predicted=47.231151, expected=28.000000 predicted=40.952252, expected=44.000000 predicted=66.922786, expected=32.000000 predicted=59.309681, expected=140.000000 predicted=86.658912, expected=48.000000 predicted=57.993496, expected=76.000000 predicted=55.049064, expected=116.000000 predicted=84.712125, expected=56.000000 predicted=51.071145, expected=56.000000 predicted=92.954059, expected=56.000000 predicted=59.117569, expected=68.000000 predicted=67.967153, expected=88.000000 predicted=91.330236, expected=4.000000 predicted=37.942267, expected=4.000000 predicted=35.077733, expected=20.000000 predicted=38.196772, expected=44.000000 predicted=44.242458, expected=80.000000 predicted=68.078241, expected=48.000000 predicted=29.887968, expected=24.000000 predicted=23.291050, expected=72.000000 predicted=48.620517, expected=80.000000 predicted=58.936283, expected=140.000000 predicted=96.812769, expected=48.000000 predicted=57.965064, expected=44.000000 predicted=46.626735, expected=24.000000 predicted=56.863603, expected=60.000000 predicted=62.984061, expected=24.000000 predicted=70.786292, expected=108.000000 predicted=67.799335, expected=80.000000 predicted=62.366242, expected=100.000000 predicted=62.471299, expected=44.000000 predicted=62.293521, expected=40.000000 predicted=42.236992, expected=28.000000 predicted=66.938514, expected=76.000000 predicted=68.509129, expected=40.000000 predicted=63.435139, expected=44.000000 predicted=43.466188, expected=52.000000 predicted=48.461935, expected=68.000000 predicted=47.371727, expected=96.000000 predicted=77.989768, expected=44.000000 predicted=47.865032, expected=28.000000 predicted=43.068731, expected=96.000000 predicted=71.855519, expected=64.000000 predicted=63.008071, expected=60.000000 predicted=71.796368, expected=36.000000 predicted=48.349362, expected=76.000000 predicted=53.262612, expected=68.000000 predicted=75.656346, expected=92.000000 predicted=72.578940, expected=88.000000 predicted=74.939810, expected=76.000000 predicted=61.901368, expected=48.000000 predicted=67.148250, expected=48.000000 predicted=61.327751, expected=64.000000 predicted=73.433940, expected=48.000000 predicted=63.508916, expected=48.000000 predicted=58.868251, expected=128.000000 predicted=80.968357, expected=132.000000 predicted=86.130906, expected=84.000000 predicted=78.031495, expected=48.000000 predicted=63.878609, expected=92.000000 predicted=76.985699, expected=72.000000 predicted=93.731785, expected=16.000000 predicted=70.095274, expected=12.000000 predicted=50.877400, expected=40.000000 predicted=43.026312, expected=80.000000 predicted=70.195216, expected=44.000000 predicted=52.077034, expected=52.000000 predicted=38.223206, expected=28.000000 predicted=30.144470, expected=92.000000 predicted=60.844213, expected=60.000000 predicted=66.054533, expected=104.000000 predicted=69.554573, expected=56.000000 predicted=61.602188, expected=20.000000 predicted=34.607642, expected=28.000000 predicted=60.892798, expected=36.000000 predicted=45.384955, expected=64.000000 predicted=69.258775, expected=52.000000 predicted=50.008582, expected=48.000000 predicted=37.187314, expected=120.000000 predicted=71.061506, expected=48.000000 predicted=48.405599, expected=40.000000 predicted=54.673938, expected=64.000000 predicted=63.139117, expected=32.000000 predicted=42.134440, expected=112.000000 predicted=98.158036, expected=40.000000 predicted=49.476974, expected=68.000000 predicted=54.286874, expected=20.000000 predicted=50.396517, expected=68.000000 predicted=48.566756, expected=20.000000 predicted=61.745264, expected=48.000000 predicted=40.922717, expected=180.000000 predicted=107.245494, expected=112.000000 predicted=68.548795, expected=48.000000 predicted=66.939128, expected=64.000000 predicted=62.647011, expected=72.000000 predicted=66.490710, expected=60.000000 predicted=103.160940, expected=24.000000 predicted=65.176903, expected=136.000000 predicted=84.445101, expected=108.000000 predicted=82.833037, expected=44.000000 predicted=61.421612, expected=56.000000 predicted=68.676459, expected=44.000000 predicted=45.157570, expected=32.000000 predicted=73.250797, expected=24.000000 predicted=59.303959, expected=88.000000 predicted=59.094698, expected=140.000000 predicted=86.241315, expected=84.000000 predicted=65.910174, expected=72.000000 predicted=63.944795, expected=60.000000 predicted=58.356683, expected=12.000000 predicted=54.641150, expected=60.000000 predicted=87.094813, expected=72.000000 predicted=70.157501, expected=132.000000 predicted=88.002029, expected=88.000000 predicted=75.823862, expected=52.000000 predicted=46.742274, expected=20.000000 predicted=53.243356, expected=44.000000 predicted=58.346160, expected=132.000000 predicted=110.323417, expected=104.000000 predicted=86.123612, expected=104.000000 predicted=79.237254, expected=76.000000 predicted=65.021714, expected=88.000000 predicted=74.369252, expected=40.000000 predicted=85.849646, expected=4.000000 predicted=55.785593, expected=20.000000 predicted=58.124557, expected=84.000000 predicted=67.158851, expected=40.000000 predicted=54.276951, expected=124.000000 predicted=73.324471, expected=40.000000 predicted=36.820020, expected=88.000000 predicted=56.688793, expected=60.000000 predicted=76.237540, expected=44.000000 predicted=45.993205, expected=36.000000 predicted=75.211928, expected=36.000000 predicted=40.648191, expected=140.000000 predicted=96.781288, expected=40.000000 predicted=52.797406, expected=104.000000 predicted=71.690072, expected=4.000000 predicted=39.994506, expected=56.000000 predicted=46.484501, expected=12.000000 predicted=71.174371, expected=164.000000 predicted=83.000235, expected=52.000000 predicted=77.091048, expected=36.000000 predicted=29.129030, expected=48.000000 predicted=63.467092, expected=20.000000 predicted=24.572512, expected=72.000000 predicted=95.362749, expected=60.000000 predicted=53.881337, expected=132.000000 predicted=74.939671, expected=132.000000 predicted=89.836235, expected=48.000000 predicted=49.986146, expected=48.000000 predicted=70.607152, expected=24.000000 predicted=53.357114, expected=100.000000 predicted=97.450020, expected=80.000000 predicted=92.798514, expected=80.000000 predicted=62.429864, expected=52.000000 predicted=58.951654, expected=36.000000 predicted=40.858374, expected=36.000000 predicted=65.062019, expected=144.000000 predicted=95.938715, expected=12.000000 predicted=50.502989, expected=124.000000 predicted=78.730571, expected=92.000000 predicted=75.332696, expected=88.000000 predicted=63.275206, expected=64.000000 predicted=101.985670, expected=36.000000 predicted=39.915888, expected=44.000000 predicted=78.453071, expected=24.000000 predicted=55.657705, expected=128.000000 predicted=89.458905, expected=120.000000 predicted=85.544734, expected=52.000000 predicted=51.841063, expected=56.000000 predicted=62.025316, expected=72.000000 predicted=58.917357, expected=72.000000 predicted=89.485265, expected=92.000000 predicted=94.327845, expected=168.000000 predicted=102.861547, expected=44.000000 predicted=63.830051, expected=144.000000 predicted=104.130827, expected=172.000000 predicted=125.437865, expected=228.000000 predicted=148.880411, expected=224.000000 predicted=189.843210, expected=284.000000 predicted=177.119867, expected=224.000000 predicted=200.935867, expected=88.000000 predicted=155.838747, expected=160.000000 predicted=196.718558, expected=132.000000 predicted=177.098805, expected=68.000000 predicted=158.346773, expected=60.000000 predicted=133.014250, expected=60.000000 predicted=78.945570, expected=116.000000 predicted=118.305631, expected=64.000000 predicted=90.867394, expected=84.000000 predicted=75.386022, expected=108.000000 predicted=87.350332, expected=32.000000 predicted=55.059144, expected=68.000000 predicted=85.184667, expected=80.000000 predicted=73.792743, expected=48.000000 predicted=62.849769, expected=12.000000 predicted=57.821942, expected=132.000000 predicted=76.230677, expected=28.000000 predicted=52.100669, expected=184.000000 predicted=110.681370, expected=252.000000 predicted=147.829796, expected=236.000000 predicted=134.315478, expected=16.000000 predicted=105.977479, expected=100.000000 predicted=92.515138, expected=152.000000 predicted=162.178643, expected=72.000000 predicted=136.506115, expected=96.000000 predicted=146.456250, expected=84.000000 predicted=68.703724, expected=36.000000 predicted=69.618147, expected=72.000000 predicted=99.952354, expected=168.000000 predicted=109.637879, expected=124.000000 predicted=104.322844, expected=84.000000 predicted=90.378392, expected=84.000000 predicted=79.318658, expected=68.000000 predicted=78.106269, expected=68.000000 predicted=105.374997, expected=92.000000 predicted=98.713103, expected=132.000000 predicted=100.953661, expected=48.000000 predicted=71.646043, expected=68.000000 predicted=72.819311, expected=84.000000 predicted=80.506339, expected=80.000000 predicted=79.943032, expected=100.000000 predicted=104.641726, expected=140.000000 predicted=94.762213, expected=88.000000 predicted=84.650680, expected=108.000000 predicted=98.956841, expected=36.000000 predicted=71.816617, expected=44.000000 predicted=71.605933, expected=76.000000 predicted=96.961370, expected=72.000000 predicted=71.947385, expected=116.000000 predicted=98.875582, expected=56.000000 predicted=56.663987, expected=48.000000 predicted=53.796875, expected=60.000000 predicted=70.583251, expected=12.000000 predicted=43.747868, expected=8.000000 predicted=53.135712, expected=12.000000 predicted=32.060750, expected=116.000000 predicted=65.785068, expected=72.000000 predicted=59.973218, expected=36.000000 predicted=31.950711, expected=8.000000 predicted=25.900271, expected=24.000000 predicted=24.875312, expected=8.000000 predicted=49.718431, expected=32.000000 predicted=40.412542, expected=32.000000 predicted=30.605463, expected=36.000000 predicted=22.140881, expected=28.000000 predicted=27.474671, expected=12.000000 predicted=15.207559, expected=16.000000 predicted=23.879123, expected=48.000000 predicted=35.231068, expected=48.000000 predicted=37.447600, expected=56.000000 predicted=40.158654, expected=24.000000 predicted=26.059636, expected=32.000000 predicted=28.789553, expected=4.000000 predicted=28.288196, expected=72.000000 predicted=50.260840, expected=132.000000 predicted=81.686447, expected=116.000000 predicted=69.515149, expected=56.000000 predicted=57.905241, expected=56.000000 predicted=49.937905, expected=36.000000 predicted=60.442528, expected=12.000000 predicted=63.021424, expected=160.000000 predicted=114.140899, expected=128.000000 predicted=87.810479, expected=72.000000 predicted=68.448362, expected=8.000000 predicted=46.302203, expected=48.000000 predicted=43.290828, expected=40.000000 predicted=84.662433, expected=48.000000 predicted=70.541179, expected=32.000000 predicted=48.974458, expected=104.000000 predicted=54.243241, expected=60.000000 predicted=55.783706, expected=48.000000 predicted=47.072228, expected=56.000000 predicted=58.098107, expected=8.000000 predicted=28.164862, expected=52.000000 predicted=66.387537, expected=76.000000 predicted=62.160088, expected=84.000000 predicted=59.962887, expected=60.000000 predicted=59.866529, expected=8.000000 predicted=23.746138, expected=68.000000 predicted=59.214830, expected=24.000000 predicted=48.634056, expected=40.000000 predicted=51.797245, expected=32.000000 predicted=45.589651, expected=92.000000 predicted=47.144396, expected=100.000000 predicted=77.002261, expected=68.000000 predicted=51.867815, expected=48.000000 predicted=54.340793, expected=32.000000 predicted=43.084025, expected=12.000000 predicted=49.878659, expected=32.000000 predicted=55.865072, expected=48.000000 predicted=49.626711, expected=64.000000 predicted=49.055561, expected=124.000000 predicted=72.117030, expected=68.000000 predicted=49.761236, expected=48.000000 predicted=49.668936, expected=36.000000 predicted=52.765644, expected=68.000000 predicted=63.191848, expected=116.000000 predicted=102.672529, expected=68.000000 predicted=67.524226, expected=56.000000 predicted=58.405162, expected=20.000000 predicted=41.884676, expected=16.000000 predicted=42.839475, expected=4.000000 predicted=50.644893, expected=36.000000 predicted=41.600312, expected=44.000000 predicted=41.733364, expected=36.000000 predicted=26.910279, expected=4.000000 predicted=15.970858, expected=4.000000 predicted=10.109978, expected=8.000000 predicted=20.245627, expected=12.000000 Test MSE: 1816.410
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692])] predicted=116.971288, expected=68.000000 predicted=115.312832, expected=136.000000 predicted=109.073323, expected=180.000000 predicted=143.314297, expected=124.000000 predicted=118.256417, expected=120.000000 predicted=122.254291, expected=112.000000 predicted=103.754400, expected=76.000000 predicted=100.519630, expected=156.000000 predicted=160.923270, expected=104.000000 predicted=104.680154, expected=180.000000 predicted=152.093679, expected=132.000000 predicted=124.550135, expected=144.000000 predicted=120.543359, expected=116.000000 predicted=138.246653, expected=68.000000 predicted=89.405360, expected=124.000000 predicted=146.761551, expected=148.000000 predicted=130.307044, expected=132.000000 predicted=128.527970, expected=112.000000 predicted=120.232898, expected=76.000000 predicted=84.024165, expected=100.000000 predicted=112.253468, expected=116.000000 predicted=121.650335, expected=64.000000 predicted=88.710924, expected=148.000000 predicted=133.415042, expected=144.000000 predicted=109.039691, expected=56.000000 predicted=77.309781, expected=136.000000 predicted=137.967215, expected=92.000000 predicted=78.574018, expected=52.000000 predicted=91.402476, expected=104.000000 predicted=123.395888, expected=184.000000 predicted=118.554463, expected=136.000000 predicted=123.063895, expected=68.000000 predicted=92.630010, expected=116.000000 predicted=106.181122, expected=112.000000 predicted=102.551798, expected=48.000000 predicted=99.518705, expected=76.000000 predicted=107.494930, expected=120.000000 predicted=93.639663, expected=140.000000 predicted=115.915430, expected=124.000000 predicted=116.905601, expected=80.000000 predicted=78.908913, expected=148.000000 predicted=123.858297, expected=92.000000 predicted=98.420057, expected=100.000000 predicted=117.690885, expected=112.000000 predicted=119.066399, expected=216.000000 predicted=148.569024, expected=108.000000 predicted=117.207656, expected=84.000000 predicted=105.589782, expected=120.000000 predicted=124.051474, expected=44.000000 predicted=68.091653, expected=88.000000 predicted=137.797804, expected=100.000000 predicted=98.322983, expected=144.000000 predicted=108.453999, expected=60.000000 predicted=85.880418, expected=112.000000 predicted=94.766744, expected=108.000000 predicted=98.621863, expected=76.000000 predicted=82.849153, expected=96.000000 predicted=118.475373, expected=152.000000 predicted=109.509172, expected=132.000000 predicted=114.470620, expected=116.000000 predicted=117.111110, expected=128.000000 predicted=115.087337, expected=96.000000 predicted=98.392236, expected=68.000000 predicted=106.086686, expected=76.000000 predicted=102.081863, expected=80.000000 predicted=90.400373, expected=168.000000 predicted=138.748014, expected=76.000000 predicted=79.649760, expected=88.000000 predicted=91.961210, expected=124.000000 predicted=109.063979, expected=108.000000 predicted=88.719353, expected=152.000000 predicted=152.314661, expected=216.000000 predicted=151.976390, expected=196.000000 predicted=146.150062, expected=140.000000 predicted=145.046946, expected=56.000000 predicted=100.991071, expected=164.000000 predicted=163.014366, expected=172.000000 predicted=167.778678, expected=120.000000 predicted=142.203980, expected=120.000000 predicted=141.524569, expected=192.000000 predicted=137.996353, expected=96.000000 predicted=117.253982, expected=76.000000 predicted=127.154262, expected=112.000000 predicted=122.694585, expected=100.000000 predicted=98.122369, expected=144.000000 predicted=153.391048, expected=160.000000 predicted=129.115114, expected=148.000000 predicted=118.561573, expected=104.000000 predicted=116.782393, expected=80.000000 predicted=100.647528, expected=100.000000 predicted=119.196528, expected=68.000000 predicted=99.972481, expected=120.000000 predicted=126.057354, expected=116.000000 predicted=104.977137, expected=156.000000 predicted=119.969934, expected=104.000000 predicted=105.156437, expected=100.000000 predicted=97.055135, expected=116.000000 predicted=120.800838, expected=48.000000 predicted=76.303125, expected=128.000000 predicted=137.938778, expected=164.000000 predicted=126.798766, expected=240.000000 predicted=165.635457, expected=108.000000 predicted=117.180689, expected=136.000000 predicted=123.694027, expected=96.000000 predicted=119.740900, expected=72.000000 predicted=107.391668, expected=108.000000 predicted=157.310860, expected=132.000000 predicted=112.789044, expected=72.000000 predicted=95.317410, expected=84.000000 predicted=98.122489, expected=100.000000 predicted=90.208854, expected=120.000000 predicted=106.213003, expected=64.000000 predicted=91.731144, expected=136.000000 predicted=113.198521, expected=144.000000 predicted=112.407711, expected=200.000000 predicted=148.354439, expected=128.000000 predicted=128.550098, expected=84.000000 predicted=94.205524, expected=124.000000 predicted=137.914242, expected=92.000000 predicted=106.465803, expected=112.000000 predicted=141.190193, expected=112.000000 predicted=117.544531, expected=96.000000 predicted=91.533849, expected=88.000000 predicted=105.625164, expected=120.000000 predicted=108.004627, expected=76.000000 predicted=88.656264, expected=64.000000 predicted=88.465077, expected=68.000000 predicted=83.505557, expected=140.000000 predicted=108.993711, expected=168.000000 predicted=132.575440, expected=64.000000 predicted=73.898593, expected=116.000000 predicted=111.964818, expected=140.000000 predicted=109.260651, expected=76.000000 predicted=95.111064, expected=112.000000 predicted=139.262303, expected=204.000000 predicted=139.487456, expected=220.000000 predicted=158.594795, expected=100.000000 predicted=124.718418, expected=96.000000 predicted=117.011423, expected=84.000000 predicted=104.711938, expected=120.000000 predicted=140.785582, expected=152.000000 predicted=164.396213, expected=124.000000 predicted=110.633547, expected=148.000000 predicted=131.636932, expected=80.000000 predicted=90.216201, expected=100.000000 predicted=114.587218, expected=136.000000 predicted=137.690262, expected=132.000000 predicted=118.359520, expected=168.000000 predicted=154.916864, expected=172.000000 predicted=134.451567, expected=132.000000 predicted=123.796827, expected=104.000000 predicted=128.596449, expected=124.000000 predicted=132.234795, expected=100.000000 predicted=123.254548, expected=96.000000 predicted=125.030461, expected=124.000000 predicted=125.783292, expected=148.000000 predicted=122.915024, expected=204.000000 predicted=161.484700, expected=76.000000 predicted=92.192407, expected=84.000000 predicted=109.780332, expected=136.000000 predicted=133.408936, expected=112.000000 predicted=111.740763, expected=84.000000 predicted=131.259168, expected=172.000000 predicted=134.986613, expected=172.000000 predicted=124.722378, expected=100.000000 predicted=116.381741, expected=116.000000 predicted=130.776089, expected=128.000000 predicted=112.418223, expected=36.000000 predicted=90.176039, expected=120.000000 predicted=144.050230, expected=92.000000 predicted=88.496121, expected=96.000000 predicted=98.439805, expected=64.000000 predicted=95.948616, expected=56.000000 predicted=55.058007, expected=112.000000 predicted=109.904024, expected=68.000000 predicted=70.822345, expected=112.000000 predicted=104.444666, expected=120.000000 predicted=95.774312, expected=184.000000 predicted=123.730953, expected=136.000000 predicted=123.915763, expected=96.000000 predicted=98.474306, expected=76.000000 predicted=105.405021, expected=56.000000 predicted=85.501425, expected=132.000000 predicted=141.761775, expected=120.000000 predicted=112.544810, expected=160.000000 predicted=128.393319, expected=108.000000 predicted=101.092161, expected=76.000000 predicted=81.323120, expected=112.000000 predicted=124.747030, expected=52.000000 predicted=77.550765, expected=72.000000 predicted=107.259258, expected=128.000000 predicted=113.620042, expected=88.000000 predicted=75.283076, expected=88.000000 predicted=101.267917, expected=120.000000 predicted=96.388415, expected=164.000000 predicted=117.707638, expected=68.000000 predicted=92.726982, expected=140.000000 predicted=128.437576, expected=196.000000 predicted=143.651909, expected=212.000000 predicted=158.256967, expected=104.000000 predicted=137.827156, expected=72.000000 predicted=98.896455, expected=84.000000 predicted=115.908203, expected=52.000000 predicted=101.185766, expected=84.000000 predicted=126.906746, expected=72.000000 predicted=80.754905, expected=116.000000 predicted=93.078416, expected=88.000000 predicted=84.291798, expected=96.000000 predicted=81.985956, expected=76.000000 predicted=83.920583, expected=56.000000 predicted=66.748789, expected=92.000000 predicted=100.062350, expected=136.000000 predicted=106.078399, expected=156.000000 predicted=120.563603, expected=108.000000 predicted=99.195412, expected=68.000000 predicted=80.221484, expected=108.000000 predicted=108.501898, expected=96.000000 predicted=104.046527, expected=76.000000 predicted=104.191212, expected=104.000000 predicted=107.447071, expected=148.000000 predicted=109.258114, expected=84.000000 predicted=90.471224, expected=132.000000 predicted=123.467988, expected=160.000000 predicted=123.629602, expected=76.000000 predicted=87.091765, expected=116.000000 predicted=137.833456, expected=152.000000 predicted=121.767836, expected=232.000000 predicted=172.298350, expected=136.000000 predicted=142.417612, expected=48.000000 predicted=86.954665, expected=116.000000 predicted=133.773597, expected=104.000000 predicted=110.408021, expected=120.000000 predicted=149.343668, expected=116.000000 predicted=123.408445, expected=192.000000 predicted=130.760834, expected=112.000000 predicted=111.383598, expected=44.000000 predicted=86.058056, expected=152.000000 predicted=147.085200, expected=92.000000 predicted=88.693463, expected=112.000000 predicted=137.965879, expected=640.000000 predicted=381.230748, expected=228.000000 predicted=115.899567, expected=152.000000 predicted=226.426650, expected=188.000000 predicted=202.342550, expected=180.000000 predicted=145.221526, expected=100.000000 predicted=306.588540, expected=100.000000 predicted=160.769497, expected=76.000000 predicted=110.343302, expected=104.000000 predicted=129.237957, expected=100.000000 predicted=121.513284, expected=148.000000 predicted=121.731501, expected=72.000000 predicted=85.987893, expected=84.000000 predicted=92.860548, expected=200.000000 predicted=149.626915, expected=112.000000 predicted=97.053017, expected=100.000000 predicted=130.304029, expected=140.000000 predicted=121.136827, expected=64.000000 predicted=75.850447, expected=64.000000 predicted=121.987691, expected=92.000000 predicted=98.375181, expected=172.000000 predicted=125.253191, expected=64.000000 predicted=89.770424, expected=64.000000 predicted=83.933087, expected=96.000000 predicted=88.147810, expected=56.000000 predicted=66.146762, expected=80.000000 predicted=111.461264, expected=100.000000 predicted=82.108297, expected=184.000000 predicted=121.865965, expected=124.000000 predicted=106.931895, expected=112.000000 predicted=105.103703, expected=88.000000 predicted=98.730046, expected=52.000000 predicted=79.768026, expected=104.000000 predicted=128.686316, expected=108.000000 predicted=102.317063, expected=128.000000 predicted=113.773961, expected=72.000000 predicted=84.370020, expected=108.000000 predicted=94.430965, expected=84.000000 predicted=91.150590, expected=48.000000 predicted=76.420650, expected=76.000000 predicted=97.318280, expected=140.000000 predicted=100.946108, expected=156.000000 predicted=120.257305, expected=88.000000 predicted=92.742446, expected=76.000000 predicted=85.132780, expected=108.000000 predicted=99.195798, expected=60.000000 predicted=87.383760, expected=100.000000 predicted=118.390804, expected=116.000000 predicted=98.437834, expected=64.000000 predicted=71.013833, expected=88.000000 predicted=101.033814, expected=68.000000 predicted=67.752113, expected=112.000000 predicted=101.314013, expected=84.000000 predicted=91.396208, expected=48.000000 predicted=63.453668, expected=120.000000 predicted=106.045749, expected=132.000000 predicted=94.553374, expected=80.000000 predicted=92.310686, expected=132.000000 predicted=118.486663, expected=120.000000 predicted=91.310651, expected=56.000000 predicted=87.833760, expected=160.000000 predicted=146.248788, expected=60.000000 predicted=67.168962, expected=136.000000 predicted=133.841000, expected=56.000000 predicted=84.334720, expected=60.000000 predicted=69.799526, expected=48.000000 predicted=91.748032, expected=92.000000 predicted=73.893207, expected=108.000000 predicted=103.970696, expected=116.000000 predicted=88.176190, expected=156.000000 predicted=114.720637, expected=72.000000 predicted=72.658228, expected=108.000000 predicted=111.942767, expected=88.000000 predicted=96.861862, expected=84.000000 predicted=96.014052, expected=116.000000 predicted=124.423070, expected=152.000000 predicted=111.695540, expected=132.000000 predicted=118.000313, expected=76.000000 predicted=94.114578, expected=96.000000 predicted=102.831301, expected=88.000000 predicted=97.811124, expected=40.000000 predicted=85.296643, expected=104.000000 predicted=111.022921, expected=140.000000 predicted=100.578780, expected=124.000000 predicted=105.041561, expected=88.000000 predicted=97.453313, expected=100.000000 predicted=88.383327, expected=88.000000 predicted=95.245156, expected=100.000000 predicted=111.575165, expected=144.000000 predicted=126.545549, expected=96.000000 predicted=92.463095, expected=192.000000 predicted=150.452477, expected=116.000000 predicted=105.343320, expected=76.000000 predicted=102.376398, expected=104.000000 predicted=126.427620, expected=96.000000 predicted=93.458333, expected=96.000000 predicted=125.738974, expected=124.000000 predicted=116.249699, expected=136.000000 predicted=107.913925, expected=80.000000 predicted=94.803661, expected=52.000000 predicted=84.254768, expected=96.000000 predicted=97.223397, expected=144.000000 predicted=118.687246, expected=124.000000 predicted=117.365610, expected=248.000000 predicted=170.034190, expected=212.000000 predicted=142.592251, expected=104.000000 predicted=123.705539, expected=100.000000 predicted=143.448545, expected=88.000000 predicted=109.941449, expected=120.000000 predicted=156.277629, expected=128.000000 predicted=146.609510, expected=84.000000 predicted=95.402531, expected=136.000000 predicted=123.450930, expected=64.000000 predicted=78.081449, expected=40.000000 predicted=82.814382, expected=68.000000 predicted=91.856092, expected=72.000000 predicted=69.545744, expected=96.000000 predicted=100.413267, expected=100.000000 predicted=82.150583, expected=128.000000 predicted=91.771172, expected=96.000000 predicted=87.425339, expected=84.000000 predicted=88.116971, expected=108.000000 predicted=104.289526, expected=76.000000 predicted=85.400465, expected=140.000000 predicted=128.194651, expected=104.000000 predicted=96.890592, expected=132.000000 predicted=114.447272, expected=68.000000 predicted=90.893026, expected=52.000000 predicted=75.284756, expected=96.000000 predicted=108.766544, expected=76.000000 predicted=79.697388, expected=88.000000 predicted=100.564105, expected=128.000000 predicted=99.453707, expected=184.000000 predicted=120.581729, expected=72.000000 predicted=87.932283, expected=104.000000 predicted=110.264333, expected=68.000000 predicted=82.952900, expected=88.000000 predicted=101.399950, expected=84.000000 predicted=114.686088, expected=124.000000 predicted=98.201920, expected=120.000000 predicted=107.205897, expected=96.000000 predicted=90.309763, expected=72.000000 predicted=88.141632, expected=100.000000 predicted=96.016514, expected=60.000000 predicted=83.852659, expected=56.000000 predicted=83.876668, expected=88.000000 predicted=87.575110, expected=120.000000 predicted=90.676960, expected=76.000000 predicted=83.410848, expected=80.000000 predicted=80.744633, expected=76.000000 predicted=72.879488, expected=68.000000 predicted=76.165492, expected=116.000000 predicted=109.166663, expected=88.000000 predicted=79.781254, expected=112.000000 predicted=99.633209, expected=80.000000 predicted=82.457383, expected=52.000000 predicted=68.258165, expected=64.000000 predicted=86.574563, expected=80.000000 predicted=78.037539, expected=88.000000 predicted=89.155108, expected=136.000000 predicted=105.231503, expected=124.000000 predicted=92.494136, expected=132.000000 predicted=108.245220, expected=176.000000 predicted=135.886961, expected=80.000000 predicted=92.416351, expected=84.000000 predicted=118.227525, expected=124.000000 predicted=121.505350, expected=124.000000 predicted=116.536018, expected=108.000000 predicted=130.250780, expected=64.000000 predicted=82.281079, expected=96.000000 predicted=96.441614, expected=72.000000 predicted=89.164562, expected=84.000000 predicted=96.851420, expected=92.000000 predicted=94.457678, expected=92.000000 predicted=80.317303, expected=140.000000 predicted=115.413592, expected=52.000000 predicted=66.332243, expected=88.000000 predicted=95.504907, expected=144.000000 predicted=113.841141, expected=68.000000 predicted=76.185518, expected=136.000000 predicted=135.999496, expected=96.000000 predicted=81.008181, expected=64.000000 predicted=82.678759, expected=92.000000 predicted=112.362678, expected=104.000000 predicted=85.862512, expected=84.000000 predicted=99.780764, expected=56.000000 predicted=78.349856, expected=108.000000 predicted=90.675991, expected=100.000000 predicted=89.198066, expected=104.000000 predicted=101.144324, expected=80.000000 predicted=86.248476, expected=68.000000 predicted=72.095313, expected=60.000000 predicted=81.145273, expected=64.000000 Test MSE: 2281.385
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312])] predicted=9.234198, expected=4.000000 predicted=10.695571, expected=28.000000 predicted=11.792394, expected=40.000000 predicted=18.632717, expected=4.000000 predicted=15.227570, expected=52.000000 predicted=21.149524, expected=12.000000 predicted=20.515475, expected=4.000000 predicted=24.539667, expected=32.000000 predicted=23.068671, expected=8.000000 predicted=17.668393, expected=20.000000 predicted=26.355370, expected=16.000000 predicted=13.420985, expected=8.000000 predicted=14.091392, expected=8.000000 predicted=16.234655, expected=8.000000 predicted=10.248572, expected=16.000000 predicted=13.904627, expected=24.000000 predicted=14.636312, expected=20.000000 predicted=14.537826, expected=20.000000 predicted=15.416291, expected=8.000000 predicted=14.141764, expected=8.000000 predicted=15.039202, expected=16.000000 predicted=16.223625, expected=44.000000 predicted=21.485223, expected=4.000000 predicted=18.481865, expected=32.000000 predicted=17.417583, expected=4.000000 predicted=14.542358, expected=20.000000 predicted=20.444387, expected=24.000000 predicted=23.031997, expected=12.000000 predicted=16.289184, expected=8.000000 predicted=17.627394, expected=24.000000 predicted=13.032935, expected=8.000000 predicted=17.171609, expected=24.000000 predicted=18.149644, expected=16.000000 predicted=14.463591, expected=4.000000 predicted=13.855505, expected=20.000000 predicted=15.618997, expected=32.000000 predicted=16.817934, expected=12.000000 predicted=20.647297, expected=4.000000 predicted=13.922804, expected=24.000000 predicted=12.743928, expected=20.000000 predicted=19.752578, expected=32.000000 predicted=23.780750, expected=24.000000 predicted=18.466552, expected=12.000000 predicted=17.508545, expected=12.000000 predicted=19.540904, expected=8.000000 predicted=17.412585, expected=4.000000 predicted=17.230559, expected=8.000000 predicted=12.413338, expected=16.000000 predicted=10.527008, expected=8.000000 predicted=10.387604, expected=24.000000 predicted=11.395873, expected=12.000000 predicted=11.104761, expected=20.000000 predicted=14.558115, expected=28.000000 predicted=17.477222, expected=28.000000 predicted=19.997881, expected=8.000000 predicted=20.499103, expected=20.000000 predicted=17.198506, expected=12.000000 predicted=18.474297, expected=20.000000 predicted=21.277088, expected=24.000000 predicted=19.866569, expected=12.000000 predicted=15.700395, expected=4.000000 predicted=15.000415, expected=12.000000 predicted=12.366776, expected=20.000000 predicted=16.311486, expected=4.000000 predicted=14.929187, expected=20.000000 predicted=11.859482, expected=8.000000 predicted=9.874172, expected=32.000000 predicted=16.709043, expected=20.000000 predicted=18.082567, expected=4.000000 predicted=14.047717, expected=8.000000 predicted=13.642205, expected=4.000000 predicted=11.184453, expected=8.000000 predicted=15.394132, expected=12.000000 predicted=10.695321, expected=12.000000 predicted=8.176418, expected=16.000000 predicted=10.155925, expected=4.000000 predicted=8.555696, expected=4.000000 predicted=8.543817, expected=24.000000 predicted=11.619927, expected=36.000000 predicted=17.661066, expected=20.000000 predicted=19.099601, expected=4.000000 predicted=12.751021, expected=20.000000 predicted=14.435102, expected=8.000000 predicted=19.165591, expected=12.000000 predicted=19.701333, expected=12.000000 predicted=12.737584, expected=20.000000 predicted=12.359708, expected=20.000000 predicted=16.453547, expected=8.000000 predicted=12.886220, expected=8.000000 predicted=12.199873, expected=4.000000 predicted=10.962081, expected=12.000000 predicted=13.098392, expected=20.000000 predicted=13.548662, expected=36.000000 predicted=15.795885, expected=8.000000 predicted=14.481870, expected=12.000000 predicted=13.039133, expected=8.000000 predicted=13.412704, expected=16.000000 predicted=17.823217, expected=12.000000 predicted=18.027957, expected=40.000000 predicted=16.349330, expected=16.000000 predicted=17.555902, expected=16.000000 predicted=16.915685, expected=16.000000 predicted=16.828243, expected=20.000000 predicted=19.418797, expected=12.000000 predicted=22.729487, expected=4.000000 predicted=13.616371, expected=4.000000 predicted=11.237469, expected=20.000000 predicted=13.240618, expected=16.000000 predicted=14.783404, expected=16.000000 predicted=12.839699, expected=12.000000 predicted=10.360596, expected=12.000000 predicted=11.885464, expected=24.000000 predicted=17.300337, expected=28.000000 predicted=18.923265, expected=12.000000 predicted=17.694224, expected=28.000000 predicted=17.993994, expected=16.000000 predicted=18.609622, expected=12.000000 predicted=20.798686, expected=8.000000 predicted=17.206108, expected=32.000000 predicted=17.703721, expected=16.000000 predicted=20.874958, expected=16.000000 predicted=17.114577, expected=20.000000 predicted=15.505832, expected=20.000000 predicted=17.753492, expected=16.000000 predicted=21.703399, expected=12.000000 predicted=16.120129, expected=24.000000 predicted=17.661923, expected=16.000000 predicted=18.616810, expected=16.000000 predicted=17.968716, expected=16.000000 predicted=15.963193, expected=24.000000 predicted=17.633047, expected=12.000000 predicted=18.924558, expected=20.000000 predicted=17.162269, expected=24.000000 predicted=18.216551, expected=4.000000 predicted=16.796450, expected=4.000000 predicted=14.639165, expected=12.000000 predicted=11.465650, expected=8.000000 predicted=13.551377, expected=16.000000 predicted=13.535694, expected=24.000000 predicted=10.986569, expected=28.000000 predicted=15.328983, expected=20.000000 predicted=17.830445, expected=4.000000 predicted=14.506182, expected=24.000000 predicted=17.964680, expected=8.000000 predicted=18.522142, expected=24.000000 predicted=20.250431, expected=12.000000 predicted=15.473816, expected=44.000000 predicted=18.800243, expected=32.000000 predicted=25.304548, expected=28.000000 predicted=23.867343, expected=8.000000 predicted=22.582680, expected=4.000000 predicted=17.974285, expected=16.000000 predicted=23.673691, expected=24.000000 predicted=21.655969, expected=8.000000 predicted=17.219717, expected=16.000000 predicted=11.652677, expected=16.000000 predicted=12.238195, expected=20.000000 predicted=17.388739, expected=8.000000 predicted=16.227439, expected=28.000000 predicted=15.174263, expected=28.000000 predicted=19.782489, expected=20.000000 predicted=20.620503, expected=12.000000 predicted=18.424514, expected=16.000000 predicted=16.280888, expected=16.000000 predicted=20.792412, expected=20.000000 predicted=20.342173, expected=32.000000 predicted=20.381851, expected=44.000000 predicted=23.955179, expected=4.000000 predicted=21.218783, expected=28.000000 predicted=21.630376, expected=16.000000 predicted=22.141611, expected=4.000000 predicted=22.972652, expected=8.000000 predicted=19.193745, expected=28.000000 predicted=13.519703, expected=40.000000 predicted=24.352214, expected=4.000000 predicted=17.260347, expected=20.000000 predicted=14.448578, expected=12.000000 predicted=15.740615, expected=12.000000 predicted=20.815426, expected=24.000000 predicted=21.499698, expected=16.000000 predicted=13.907196, expected=16.000000 predicted=17.321686, expected=8.000000 predicted=13.418629, expected=16.000000 predicted=14.638385, expected=16.000000 predicted=17.109382, expected=28.000000 predicted=17.725778, expected=12.000000 predicted=16.262007, expected=4.000000 predicted=12.407895, expected=16.000000 predicted=14.276678, expected=20.000000 predicted=16.604679, expected=4.000000 predicted=16.154728, expected=28.000000 predicted=13.897664, expected=32.000000 predicted=16.592731, expected=4.000000 predicted=17.825045, expected=48.000000 predicted=22.425127, expected=24.000000 predicted=21.062034, expected=36.000000 predicted=30.441252, expected=12.000000 predicted=25.372446, expected=24.000000 predicted=21.404610, expected=16.000000 predicted=28.493020, expected=36.000000 predicted=25.459212, expected=8.000000 predicted=24.024066, expected=20.000000 predicted=17.941790, expected=4.000000 predicted=17.465925, expected=12.000000 predicted=15.595110, expected=16.000000 predicted=18.451195, expected=20.000000 predicted=13.537645, expected=28.000000 predicted=18.116473, expected=20.000000 predicted=15.703200, expected=4.000000 predicted=15.360978, expected=24.000000 predicted=17.279527, expected=24.000000 predicted=20.492624, expected=8.000000 predicted=20.030672, expected=8.000000 predicted=14.287906, expected=8.000000 predicted=10.443438, expected=24.000000 predicted=17.549334, expected=12.000000 predicted=16.081244, expected=28.000000 predicted=14.526657, expected=8.000000 predicted=13.680637, expected=4.000000 predicted=12.481668, expected=28.000000 predicted=17.538382, expected=8.000000 predicted=15.125500, expected=24.000000 predicted=18.703397, expected=20.000000 predicted=14.237794, expected=32.000000 predicted=18.456300, expected=12.000000 predicted=21.752478, expected=44.000000 predicted=21.530563, expected=40.000000 predicted=29.291599, expected=8.000000 predicted=25.978679, expected=12.000000 predicted=23.440790, expected=20.000000 predicted=19.810128, expected=16.000000 predicted=26.511220, expected=4.000000 predicted=19.404225, expected=24.000000 predicted=12.922121, expected=16.000000 predicted=15.265432, expected=12.000000 predicted=16.391667, expected=20.000000 predicted=15.158869, expected=8.000000 predicted=12.551150, expected=8.000000 predicted=15.443762, expected=4.000000 predicted=11.029651, expected=20.000000 predicted=12.109056, expected=32.000000 predicted=17.328331, expected=16.000000 predicted=15.189559, expected=8.000000 predicted=13.343793, expected=12.000000 predicted=12.583022, expected=20.000000 predicted=18.171356, expected=8.000000 predicted=18.270452, expected=4.000000 predicted=11.445801, expected=12.000000 predicted=9.687104, expected=4.000000 predicted=10.080872, expected=16.000000 predicted=12.129093, expected=16.000000 predicted=10.203701, expected=20.000000 predicted=11.890714, expected=20.000000 predicted=14.827612, expected=20.000000 predicted=14.867675, expected=12.000000 predicted=16.936128, expected=4.000000 predicted=14.494534, expected=64.000000 predicted=23.978908, expected=32.000000 predicted=27.080074, expected=48.000000 predicted=30.946316, expected=64.000000 predicted=35.083376, expected=36.000000 predicted=38.036907, expected=12.000000 predicted=43.749360, expected=12.000000 predicted=29.455448, expected=12.000000 predicted=29.771872, expected=4.000000 predicted=26.584156, expected=64.000000 predicted=28.020683, expected=40.000000 predicted=26.648892, expected=24.000000 predicted=26.445242, expected=20.000000 predicted=22.435640, expected=20.000000 predicted=22.576002, expected=12.000000 predicted=33.422453, expected=24.000000 predicted=25.497362, expected=52.000000 predicted=27.780955, expected=68.000000 predicted=36.895024, expected=20.000000 predicted=32.241140, expected=4.000000 predicted=22.806949, expected=20.000000 predicted=25.688642, expected=4.000000 predicted=29.224606, expected=12.000000 predicted=28.291576, expected=20.000000 predicted=14.797662, expected=56.000000 predicted=21.855375, expected=20.000000 predicted=24.207304, expected=4.000000 predicted=15.306288, expected=8.000000 predicted=14.672590, expected=16.000000 predicted=18.899317, expected=20.000000 predicted=27.194018, expected=28.000000 predicted=18.876973, expected=28.000000 predicted=17.085194, expected=8.000000 predicted=15.544546, expected=8.000000 predicted=15.503855, expected=12.000000 predicted=16.029699, expected=4.000000 predicted=15.689023, expected=4.000000 predicted=12.684839, expected=16.000000 predicted=9.035298, expected=56.000000 predicted=20.797541, expected=4.000000 predicted=16.509281, expected=12.000000 predicted=13.286556, expected=24.000000 predicted=15.189921, expected=20.000000 predicted=20.977502, expected=8.000000 predicted=26.009968, expected=12.000000 predicted=11.049522, expected=28.000000 predicted=17.226215, expected=228.000000 predicted=75.956899, expected=288.000000 predicted=182.205074, expected=120.000000 predicted=89.482268, expected=72.000000 predicted=73.348943, expected=52.000000 predicted=80.530956, expected=76.000000 predicted=145.630810, expected=52.000000 predicted=118.228741, expected=16.000000 predicted=46.301176, expected=24.000000 predicted=39.816625, expected=4.000000 predicted=23.024641, expected=20.000000 predicted=30.086056, expected=12.000000 predicted=18.814558, expected=16.000000 predicted=15.808984, expected=24.000000 predicted=20.622421, expected=20.000000 predicted=17.029982, expected=8.000000 predicted=12.544650, expected=28.000000 predicted=22.735065, expected=8.000000 predicted=12.573771, expected=28.000000 predicted=24.026641, expected=8.000000 predicted=12.515628, expected=20.000000 predicted=17.874482, expected=16.000000 predicted=17.697154, expected=12.000000 predicted=13.306550, expected=4.000000 predicted=10.430006, expected=12.000000 predicted=11.979773, expected=8.000000 predicted=10.668007, expected=12.000000 predicted=11.663499, expected=24.000000 predicted=17.739615, expected=4.000000 predicted=6.774233, expected=4.000000 predicted=7.601619, expected=4.000000 predicted=6.908584, expected=8.000000 predicted=9.076162, expected=8.000000 predicted=9.310335, expected=4.000000 predicted=4.512887, expected=4.000000 predicted=4.610522, expected=12.000000 predicted=9.129998, expected=12.000000 predicted=9.837062, expected=4.000000 predicted=5.609573, expected=12.000000 predicted=9.706383, expected=20.000000 predicted=14.745673, expected=20.000000 predicted=16.270581, expected=12.000000 predicted=12.373231, expected=12.000000 predicted=12.128075, expected=8.000000 predicted=11.126098, expected=8.000000 predicted=11.356408, expected=8.000000 predicted=10.378271, expected=8.000000 predicted=8.904210, expected=8.000000 predicted=8.562394, expected=12.000000 predicted=10.229721, expected=8.000000 predicted=8.228364, expected=40.000000 predicted=26.158452, expected=16.000000 predicted=14.718574, expected=16.000000 predicted=15.602490, expected=16.000000 predicted=16.781699, expected=8.000000 predicted=12.491836, expected=12.000000 predicted=16.718408, expected=20.000000 predicted=17.412211, expected=20.000000 predicted=17.526636, expected=8.000000 predicted=11.071350, expected=28.000000 predicted=21.340271, expected=16.000000 predicted=16.257485, expected=4.000000 predicted=10.493563, expected=4.000000 predicted=9.507264, expected=8.000000 predicted=9.819805, expected=20.000000 predicted=17.596136, expected=4.000000 predicted=6.954211, expected=12.000000 predicted=9.948558, expected=4.000000 predicted=6.156166, expected=20.000000 predicted=15.387380, expected=16.000000 Test MSE: 451.654
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986])] predicted=68.955889, expected=56.000000 predicted=63.041008, expected=32.000000 predicted=64.206106, expected=28.000000 predicted=54.791870, expected=8.000000 predicted=44.421539, expected=28.000000 predicted=47.225302, expected=144.000000 predicted=63.328117, expected=76.000000 predicted=56.569279, expected=24.000000 predicted=48.527434, expected=48.000000 predicted=47.864813, expected=52.000000 predicted=51.012479, expected=92.000000 predicted=84.194631, expected=32.000000 predicted=55.675872, expected=80.000000 predicted=54.644078, expected=72.000000 predicted=62.365460, expected=108.000000 predicted=74.226563, expected=32.000000 predicted=69.768294, expected=236.000000 predicted=102.263622, expected=76.000000 predicted=100.750506, expected=20.000000 predicted=80.942635, expected=56.000000 predicted=89.541656, expected=60.000000 predicted=61.193892, expected=20.000000 predicted=91.793075, expected=32.000000 predicted=47.678783, expected=12.000000 predicted=27.159146, expected=28.000000 predicted=34.073678, expected=4.000000 predicted=27.265762, expected=64.000000 predicted=29.647717, expected=40.000000 predicted=32.900654, expected=68.000000 predicted=38.051424, expected=28.000000 predicted=38.965609, expected=20.000000 predicted=29.349983, expected=24.000000 predicted=40.725145, expected=32.000000 predicted=32.709870, expected=52.000000 predicted=43.153471, expected=48.000000 predicted=36.231347, expected=52.000000 predicted=38.827726, expected=36.000000 predicted=38.849129, expected=44.000000 predicted=41.845679, expected=36.000000 predicted=44.011165, expected=16.000000 predicted=35.860316, expected=76.000000 predicted=48.288262, expected=72.000000 predicted=48.981993, expected=8.000000 predicted=39.215421, expected=44.000000 predicted=42.935263, expected=28.000000 predicted=33.208225, expected=64.000000 predicted=51.851506, expected=24.000000 predicted=44.159147, expected=28.000000 predicted=28.472997, expected=16.000000 predicted=33.000672, expected=32.000000 predicted=28.923770, expected=36.000000 predicted=37.561321, expected=20.000000 predicted=24.965832, expected=44.000000 predicted=31.634168, expected=8.000000 predicted=22.326619, expected=52.000000 predicted=33.706689, expected=56.000000 predicted=39.417941, expected=32.000000 predicted=33.023237, expected=16.000000 predicted=35.228323, expected=40.000000 predicted=30.073490, expected=44.000000 predicted=40.490172, expected=28.000000 predicted=37.627684, expected=36.000000 predicted=34.003871, expected=76.000000 predicted=41.385566, expected=44.000000 predicted=44.422927, expected=4.000000 predicted=36.087244, expected=24.000000 predicted=32.623764, expected=48.000000 predicted=36.351821, expected=20.000000 predicted=37.908666, expected=16.000000 predicted=28.314275, expected=68.000000 predicted=31.736073, expected=48.000000 predicted=36.342948, expected=132.000000 predicted=66.410675, expected=40.000000 predicted=52.324960, expected=40.000000 predicted=50.161307, expected=64.000000 predicted=66.093222, expected=40.000000 predicted=51.872282, expected=88.000000 predicted=78.230431, expected=20.000000 predicted=45.453237, expected=28.000000 predicted=42.585301, expected=40.000000 predicted=47.392724, expected=24.000000 predicted=35.059525, expected=52.000000 predicted=48.851122, expected=52.000000 predicted=36.737863, expected=28.000000 predicted=35.436096, expected=8.000000 predicted=32.022112, expected=28.000000 predicted=28.887858, expected=40.000000 predicted=35.630444, expected=16.000000 predicted=29.708060, expected=52.000000 predicted=32.333333, expected=80.000000 predicted=39.829057, expected=68.000000 predicted=48.884385, expected=72.000000 predicted=58.068711, expected=36.000000 predicted=48.298991, expected=32.000000 predicted=51.490789, expected=24.000000 predicted=49.885041, expected=44.000000 predicted=45.940207, expected=44.000000 predicted=45.571040, expected=20.000000 predicted=32.253230, expected=68.000000 predicted=42.033010, expected=28.000000 predicted=35.218865, expected=32.000000 predicted=38.714358, expected=20.000000 predicted=34.887724, expected=24.000000 predicted=27.297601, expected=72.000000 predicted=47.464144, expected=84.000000 predicted=47.801329, expected=28.000000 predicted=42.565591, expected=36.000000 predicted=41.536899, expected=44.000000 predicted=43.008272, expected=36.000000 predicted=48.436412, expected=88.000000 predicted=61.384812, expected=32.000000 predicted=41.914144, expected=64.000000 predicted=50.571564, expected=20.000000 predicted=44.281022, expected=44.000000 predicted=43.108228, expected=136.000000 predicted=75.911226, expected=36.000000 predicted=51.796491, expected=12.000000 predicted=50.938198, expected=60.000000 predicted=48.244938, expected=88.000000 predicted=59.487497, expected=60.000000 predicted=73.489056, expected=60.000000 predicted=54.316529, expected=52.000000 predicted=50.460840, expected=36.000000 predicted=55.176507, expected=32.000000 predicted=54.804238, expected=28.000000 predicted=43.118161, expected=36.000000 predicted=41.130757, expected=24.000000 predicted=34.856854, expected=16.000000 predicted=27.619380, expected=36.000000 predicted=29.559347, expected=28.000000 predicted=27.393131, expected=20.000000 predicted=26.927764, expected=36.000000 predicted=27.840403, expected=36.000000 predicted=27.750453, expected=20.000000 predicted=28.981145, expected=64.000000 predicted=37.423391, expected=20.000000 predicted=29.803897, expected=52.000000 predicted=39.593032, expected=16.000000 predicted=33.252453, expected=56.000000 predicted=36.768356, expected=100.000000 predicted=59.329419, expected=40.000000 predicted=44.320268, expected=12.000000 predicted=44.643804, expected=16.000000 predicted=33.682475, expected=44.000000 predicted=42.415969, expected=24.000000 predicted=43.018791, expected=44.000000 predicted=33.459776, expected=48.000000 predicted=32.058111, expected=32.000000 predicted=32.220307, expected=20.000000 predicted=34.927061, expected=24.000000 predicted=29.465245, expected=24.000000 predicted=31.107668, expected=60.000000 predicted=38.759388, expected=80.000000 predicted=44.855537, expected=72.000000 predicted=48.606177, expected=64.000000 predicted=54.139050, expected=52.000000 predicted=54.523218, expected=40.000000 predicted=57.596845, expected=48.000000 predicted=59.072889, expected=60.000000 predicted=57.399972, expected=64.000000 predicted=56.829073, expected=80.000000 predicted=60.504483, expected=48.000000 predicted=54.631038, expected=8.000000 predicted=45.442768, expected=36.000000 predicted=47.553044, expected=28.000000 predicted=41.766281, expected=76.000000 predicted=52.834653, expected=40.000000 predicted=41.917516, expected=64.000000 predicted=41.752728, expected=40.000000 predicted=46.189193, expected=56.000000 predicted=47.775927, expected=24.000000 predicted=49.866569, expected=28.000000 predicted=38.843464, expected=8.000000 predicted=35.396180, expected=68.000000 predicted=39.942392, expected=40.000000 predicted=40.296324, expected=12.000000 predicted=27.581423, expected=20.000000 predicted=28.839701, expected=20.000000 predicted=22.706558, expected=32.000000 predicted=34.950766, expected=60.000000 predicted=35.937893, expected=36.000000 predicted=29.576045, expected=24.000000 predicted=30.471426, expected=40.000000 predicted=34.238514, expected=60.000000 predicted=42.095502, expected=48.000000 predicted=47.103755, expected=56.000000 predicted=45.687678, expected=16.000000 predicted=36.068471, expected=56.000000 predicted=45.633103, expected=72.000000 predicted=54.634263, expected=16.000000 predicted=40.752395, expected=44.000000 predicted=45.877075, expected=44.000000 predicted=38.107752, expected=24.000000 predicted=40.381704, expected=8.000000 predicted=35.972217, expected=56.000000 predicted=32.291786, expected=84.000000 predicted=48.034071, expected=68.000000 predicted=50.907248, expected=16.000000 predicted=39.517214, expected=56.000000 predicted=44.563700, expected=32.000000 predicted=48.162547, expected=44.000000 predicted=51.669797, expected=88.000000 predicted=58.372141, expected=72.000000 predicted=50.088286, expected=28.000000 predicted=51.862735, expected=24.000000 predicted=43.645190, expected=92.000000 predicted=58.941609, expected=28.000000 predicted=54.339749, expected=36.000000 predicted=49.170879, expected=24.000000 predicted=36.538666, expected=68.000000 predicted=43.264121, expected=68.000000 predicted=59.331591, expected=60.000000 predicted=47.488096, expected=88.000000 predicted=60.663324, expected=44.000000 predicted=53.109232, expected=28.000000 predicted=56.174406, expected=60.000000 predicted=59.038393, expected=52.000000 predicted=53.522708, expected=44.000000 predicted=55.534870, expected=36.000000 predicted=43.861169, expected=104.000000 predicted=56.944021, expected=40.000000 predicted=54.538897, expected=76.000000 predicted=60.974729, expected=76.000000 predicted=63.721155, expected=44.000000 predicted=55.803468, expected=32.000000 predicted=63.930188, expected=40.000000 predicted=47.493241, expected=48.000000 predicted=52.958603, expected=48.000000 predicted=50.811257, expected=28.000000 predicted=39.372944, expected=72.000000 predicted=46.827064, expected=112.000000 predicted=62.970792, expected=36.000000 predicted=54.413434, expected=32.000000 predicted=53.289689, expected=44.000000 predicted=49.357932, expected=32.000000 predicted=50.383724, expected=68.000000 predicted=62.160710, expected=84.000000 predicted=52.802376, expected=16.000000 predicted=41.169545, expected=64.000000 predicted=53.400862, expected=44.000000 predicted=47.314606, expected=32.000000 predicted=49.168901, expected=68.000000 predicted=58.235249, expected=96.000000 predicted=53.679957, expected=40.000000 predicted=56.672290, expected=40.000000 predicted=52.363178, expected=40.000000 predicted=48.129547, expected=52.000000 predicted=54.556787, expected=56.000000 predicted=59.110550, expected=24.000000 predicted=39.759150, expected=64.000000 predicted=47.905124, expected=28.000000 predicted=41.013331, expected=12.000000 predicted=36.782494, expected=44.000000 predicted=41.115185, expected=24.000000 predicted=28.825846, expected=36.000000 predicted=38.161551, expected=24.000000 predicted=28.143746, expected=64.000000 predicted=34.697279, expected=52.000000 predicted=42.851342, expected=40.000000 predicted=38.745242, expected=20.000000 predicted=37.570841, expected=80.000000 predicted=47.302984, expected=48.000000 predicted=51.148010, expected=56.000000 predicted=51.069087, expected=48.000000 predicted=49.175226, expected=44.000000 predicted=44.218457, expected=44.000000 predicted=55.127284, expected=64.000000 predicted=51.557197, expected=20.000000 predicted=43.779187, expected=20.000000 predicted=38.513827, expected=84.000000 predicted=50.024944, expected=64.000000 predicted=49.115579, expected=36.000000 predicted=49.897499, expected=44.000000 predicted=43.700449, expected=40.000000 predicted=42.264848, expected=36.000000 predicted=51.531956, expected=28.000000 predicted=42.272444, expected=80.000000 predicted=47.241057, expected=32.000000 predicted=41.823045, expected=12.000000 predicted=35.756794, expected=48.000000 predicted=40.704443, expected=72.000000 predicted=44.228460, expected=36.000000 predicted=49.195567, expected=36.000000 predicted=40.083993, expected=100.000000 predicted=52.568397, expected=44.000000 predicted=52.124041, expected=32.000000 predicted=54.424629, expected=32.000000 predicted=44.887193, expected=64.000000 predicted=48.334222, expected=40.000000 predicted=55.272315, expected=76.000000 predicted=51.812735, expected=72.000000 predicted=53.609085, expected=104.000000 predicted=65.882817, expected=36.000000 predicted=63.193308, expected=44.000000 predicted=57.738612, expected=52.000000 predicted=63.518121, expected=32.000000 predicted=52.303921, expected=28.000000 predicted=53.227208, expected=60.000000 predicted=43.335891, expected=92.000000 predicted=54.721830, expected=56.000000 predicted=54.276957, expected=40.000000 predicted=49.964788, expected=64.000000 predicted=54.871168, expected=24.000000 predicted=50.187927, expected=92.000000 predicted=68.461045, expected=64.000000 predicted=57.705581, expected=100.000000 predicted=65.706663, expected=44.000000 predicted=64.651400, expected=32.000000 predicted=51.288707, expected=56.000000 predicted=66.776985, expected=36.000000 predicted=51.049963, expected=36.000000 predicted=54.304068, expected=120.000000 predicted=61.689788, expected=64.000000 predicted=54.628087, expected=24.000000 predicted=54.135718, expected=12.000000 predicted=44.664722, expected=44.000000 predicted=43.968187, expected=24.000000 predicted=51.286648, expected=20.000000 predicted=33.781639, expected=40.000000 predicted=29.424084, expected=68.000000 predicted=35.268627, expected=44.000000 predicted=41.325695, expected=20.000000 predicted=34.076292, expected=32.000000 predicted=35.199514, expected=32.000000 predicted=36.620280, expected=44.000000 predicted=42.857339, expected=44.000000 predicted=38.464771, expected=64.000000 predicted=40.554752, expected=12.000000 predicted=34.440862, expected=4.000000 predicted=29.663416, expected=48.000000 predicted=38.016261, expected=24.000000 predicted=30.150932, expected=32.000000 predicted=35.368594, expected=60.000000 predicted=33.129399, expected=48.000000 predicted=32.822614, expected=48.000000 predicted=45.542791, expected=28.000000 predicted=37.476563, expected=36.000000 predicted=39.374795, expected=44.000000 predicted=45.280406, expected=48.000000 predicted=42.696003, expected=68.000000 predicted=49.152446, expected=16.000000 predicted=35.891336, expected=24.000000 predicted=37.509855, expected=12.000000 predicted=32.782132, expected=24.000000 predicted=30.502169, expected=16.000000 predicted=30.060244, expected=44.000000 predicted=24.295502, expected=40.000000 predicted=28.405216, expected=212.000000 predicted=73.730620, expected=440.000000 predicted=184.467978, expected=192.000000 predicted=155.951998, expected=344.000000 predicted=244.144132, expected=52.000000 predicted=171.353390, expected=108.000000 predicted=181.910911, expected=168.000000 predicted=229.102290, expected=152.000000 predicted=165.675896, expected=76.000000 predicted=163.361291, expected=72.000000 predicted=90.371486, expected=12.000000 predicted=75.209133, expected=28.000000 predicted=73.042811, expected=84.000000 predicted=78.080140, expected=52.000000 predicted=57.784328, expected=640.000000 predicted=244.606124, expected=40.000000 predicted=174.942725, expected=60.000000 predicted=124.811472, expected=60.000000 predicted=116.154436, expected=32.000000 predicted=117.992813, expected=60.000000 predicted=200.493668, expected=24.000000 predicted=42.526377, expected=112.000000 predicted=64.820092, expected=44.000000 predicted=58.805864, expected=92.000000 predicted=63.493890, expected=60.000000 predicted=64.736880, expected=56.000000 predicted=60.551532, expected=40.000000 predicted=64.357723, expected=48.000000 predicted=52.526481, expected=36.000000 predicted=54.241416, expected=56.000000 predicted=50.284683, expected=68.000000 predicted=54.437456, expected=76.000000 predicted=58.496570, expected=52.000000 predicted=56.636104, expected=56.000000 predicted=54.549860, expected=36.000000 predicted=52.856616, expected=48.000000 predicted=53.846537, expected=72.000000 predicted=59.816450, expected=48.000000 predicted=53.820016, expected=20.000000 predicted=43.139721, expected=28.000000 predicted=35.956767, expected=36.000000 predicted=39.812302, expected=72.000000 predicted=52.250713, expected=84.000000 predicted=56.856765, expected=28.000000 predicted=43.986183, expected=72.000000 predicted=51.291518, expected=72.000000 predicted=60.659452, expected=40.000000 predicted=61.010436, expected=12.000000 predicted=45.643264, expected=20.000000 predicted=32.353959, expected=40.000000 predicted=42.357060, expected=160.000000 predicted=75.462718, expected=40.000000 predicted=60.106057, expected=12.000000 predicted=38.390520, expected=68.000000 predicted=47.813751, expected=20.000000 predicted=51.225475, expected=24.000000 predicted=56.160425, expected=28.000000 predicted=29.737702, expected=28.000000 predicted=28.422854, expected=44.000000 predicted=38.883188, expected=60.000000 predicted=38.127443, expected=40.000000 predicted=39.032769, expected=40.000000 predicted=38.908278, expected=28.000000 predicted=36.301550, expected=56.000000 predicted=45.102809, expected=20.000000 predicted=40.084260, expected=48.000000 predicted=39.009821, expected=92.000000 predicted=53.541846, expected=32.000000 predicted=47.376119, expected=68.000000 predicted=53.825774, expected=40.000000 predicted=45.932857, expected=36.000000 Test MSE: 2442.173
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743])] predicted=25.060946, expected=52.000000 predicted=48.252678, expected=16.000000 predicted=22.692263, expected=32.000000 predicted=41.961528, expected=36.000000 predicted=35.434458, expected=80.000000 predicted=47.446105, expected=24.000000 predicted=35.644895, expected=12.000000 predicted=22.532432, expected=32.000000 predicted=38.302250, expected=24.000000 predicted=23.856593, expected=28.000000 predicted=43.711943, expected=32.000000 predicted=29.320758, expected=64.000000 predicted=38.860906, expected=40.000000 predicted=35.064931, expected=20.000000 predicted=26.884682, expected=32.000000 predicted=36.301245, expected=20.000000 predicted=24.552830, expected=12.000000 predicted=31.086331, expected=32.000000 predicted=34.157632, expected=52.000000 predicted=33.537511, expected=12.000000 predicted=19.665973, expected=16.000000 predicted=23.661446, expected=24.000000 predicted=22.358613, expected=28.000000 predicted=24.425301, expected=72.000000 predicted=55.520412, expected=52.000000 predicted=33.152014, expected=80.000000 predicted=53.250715, expected=48.000000 predicted=44.433851, expected=16.000000 predicted=28.789169, expected=56.000000 predicted=64.393356, expected=28.000000 predicted=35.110637, expected=24.000000 predicted=43.854986, expected=28.000000 predicted=38.679749, expected=16.000000 predicted=16.871678, expected=8.000000 predicted=27.009399, expected=4.000000 predicted=15.338659, expected=12.000000 predicted=15.270816, expected=24.000000 predicted=21.162369, expected=32.000000 predicted=21.663493, expected=60.000000 predicted=35.035374, expected=52.000000 predicted=31.990393, expected=60.000000 predicted=42.289447, expected=100.000000 predicted=68.302796, expected=112.000000 predicted=75.800408, expected=52.000000 predicted=60.598349, expected=44.000000 predicted=60.772589, expected=16.000000 predicted=42.429939, expected=24.000000 predicted=50.083239, expected=28.000000 predicted=54.120189, expected=72.000000 predicted=54.929333, expected=120.000000 predicted=79.653252, expected=64.000000 predicted=46.155470, expected=60.000000 predicted=57.565010, expected=68.000000 predicted=60.895928, expected=36.000000 predicted=49.430899, expected=36.000000 predicted=68.155866, expected=40.000000 predicted=49.495891, expected=56.000000 predicted=52.260926, expected=64.000000 predicted=60.730963, expected=16.000000 predicted=28.244340, expected=36.000000 predicted=41.257299, expected=36.000000 predicted=37.420014, expected=48.000000 predicted=44.764992, expected=24.000000 predicted=39.496131, expected=44.000000 predicted=34.950506, expected=28.000000 predicted=32.020345, expected=4.000000 predicted=18.628853, expected=44.000000 predicted=44.413256, expected=36.000000 predicted=27.276237, expected=32.000000 predicted=33.865588, expected=32.000000 predicted=33.622996, expected=32.000000 predicted=23.048016, expected=52.000000 predicted=45.555901, expected=20.000000 predicted=27.083841, expected=16.000000 predicted=26.086750, expected=16.000000 predicted=24.900292, expected=36.000000 predicted=29.992111, expected=28.000000 predicted=32.893209, expected=36.000000 predicted=29.309653, expected=32.000000 predicted=27.550854, expected=48.000000 predicted=34.762036, expected=44.000000 predicted=39.793764, expected=44.000000 predicted=38.270381, expected=28.000000 predicted=34.337062, expected=24.000000 predicted=29.984059, expected=24.000000 predicted=33.379157, expected=12.000000 predicted=23.701058, expected=32.000000 predicted=33.964442, expected=48.000000 predicted=35.907989, expected=28.000000 predicted=25.290160, expected=28.000000 predicted=29.923256, expected=48.000000 predicted=35.201001, expected=32.000000 predicted=30.297793, expected=20.000000 predicted=32.297729, expected=48.000000 predicted=40.798802, expected=64.000000 predicted=44.719834, expected=20.000000 predicted=31.081102, expected=24.000000 predicted=34.035569, expected=20.000000 predicted=23.938792, expected=28.000000 predicted=31.240549, expected=36.000000 predicted=42.152531, expected=28.000000 predicted=24.546468, expected=44.000000 predicted=35.925168, expected=32.000000 predicted=28.301174, expected=32.000000 predicted=31.356594, expected=24.000000 predicted=30.715533, expected=12.000000 predicted=20.118104, expected=28.000000 predicted=32.784120, expected=32.000000 predicted=28.703561, expected=36.000000 predicted=31.388146, expected=40.000000 predicted=33.733276, expected=28.000000 predicted=24.235204, expected=28.000000 predicted=30.024167, expected=16.000000 predicted=24.189009, expected=36.000000 predicted=33.971166, expected=48.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=40.317273, expected=64.000000 predicted=45.443649, expected=28.000000 predicted=31.367108, expected=52.000000 predicted=42.246256, expected=40.000000 predicted=39.914940, expected=28.000000 predicted=35.319099, expected=52.000000 predicted=55.338551, expected=68.000000 predicted=48.364858, expected=96.000000 predicted=71.792281, expected=48.000000 predicted=48.755260, expected=24.000000 predicted=37.104906, expected=28.000000 predicted=44.279648, expected=16.000000 predicted=33.760544, expected=16.000000 predicted=41.785346, expected=16.000000 predicted=26.761536, expected=56.000000 predicted=38.219036, expected=28.000000 predicted=25.572242, expected=24.000000 predicted=24.235648, expected=40.000000 predicted=34.033958, expected=28.000000 predicted=22.624478, expected=36.000000 predicted=41.425557, expected=56.000000 predicted=43.609331, expected=104.000000 predicted=65.842054, expected=56.000000 predicted=49.649197, expected=88.000000 predicted=69.626077, expected=44.000000 predicted=49.653479, expected=48.000000 predicted=53.124505, expected=40.000000 predicted=65.418366, expected=84.000000 predicted=66.190367, expected=52.000000 predicted=62.345677, expected=8.000000 predicted=29.256885, expected=4.000000 predicted=30.718562, expected=4.000000 predicted=17.695157, expected=48.000000 predicted=49.506669, expected=32.000000 predicted=32.771359, expected=28.000000 predicted=21.728697, expected=56.000000 predicted=38.611820, expected=88.000000 predicted=51.184505, expected=72.000000 predicted=59.443203, expected=20.000000 predicted=34.624767, expected=56.000000 predicted=53.374736, expected=8.000000 predicted=28.523530, expected=36.000000 predicted=49.854419, expected=32.000000 predicted=45.149530, expected=44.000000 predicted=30.750581, expected=24.000000 predicted=36.700269, expected=20.000000 predicted=19.560151, expected=44.000000 predicted=39.798107, expected=36.000000 predicted=31.393130, expected=28.000000 predicted=33.442075, expected=16.000000 predicted=23.741612, expected=4.000000 predicted=13.576649, expected=32.000000 predicted=32.916958, expected=32.000000 predicted=28.431623, expected=40.000000 predicted=31.823082, expected=32.000000 predicted=28.285621, expected=88.000000 predicted=52.950149, expected=44.000000 predicted=39.824692, expected=36.000000 predicted=39.224593, expected=68.000000 predicted=60.902973, expected=32.000000 predicted=32.203619, expected=20.000000 predicted=46.197755, expected=28.000000 predicted=37.527109, expected=36.000000 predicted=32.428456, expected=8.000000 predicted=28.467333, expected=4.000000 predicted=17.738621, expected=16.000000 predicted=18.046160, expected=8.000000 predicted=12.208815, expected=40.000000 predicted=32.621573, expected=56.000000 predicted=33.869224, expected=32.000000 predicted=22.517492, expected=36.000000 predicted=33.711627, expected=32.000000 predicted=27.529106, expected=28.000000 predicted=31.674004, expected=44.000000 predicted=45.471321, expected=36.000000 predicted=33.532898, expected=20.000000 predicted=27.793647, expected=72.000000 predicted=54.072394, expected=44.000000 predicted=36.138806, expected=44.000000 predicted=44.361558, expected=8.000000 predicted=27.754906, expected=16.000000 predicted=21.116425, expected=28.000000 predicted=39.834177, expected=64.000000 predicted=46.595700, expected=76.000000 predicted=56.821150, expected=40.000000 predicted=32.759208, expected=28.000000 predicted=33.680499, expected=32.000000 predicted=35.747885, expected=32.000000 predicted=40.425018, expected=56.000000 predicted=56.324107, expected=40.000000 predicted=38.747503, expected=60.000000 predicted=47.419537, expected=36.000000 predicted=38.053278, expected=16.000000 predicted=26.843782, expected=28.000000 predicted=40.217192, expected=20.000000 predicted=26.150711, expected=24.000000 predicted=33.460068, expected=56.000000 predicted=43.953721, expected=76.000000 predicted=47.839665, expected=28.000000 predicted=31.045808, expected=40.000000 predicted=39.849190, expected=52.000000 predicted=43.781957, expected=20.000000 predicted=32.111293, expected=24.000000 predicted=43.965440, expected=60.000000 predicted=45.605975, expected=56.000000 predicted=43.822495, expected=40.000000 predicted=44.619049, expected=44.000000 predicted=40.553719, expected=52.000000 predicted=42.427824, expected=16.000000 predicted=33.688260, expected=20.000000 predicted=36.096906, expected=36.000000 predicted=36.443301, expected=64.000000 predicted=47.929713, expected=40.000000 predicted=41.858979, expected=40.000000 predicted=35.498340, expected=20.000000 predicted=26.759543, expected=4.000000 predicted=19.289775, expected=28.000000 predicted=38.764160, expected=32.000000 predicted=29.684011, expected=40.000000 predicted=35.141212, expected=64.000000 predicted=45.246857, expected=56.000000 predicted=36.902448, expected=72.000000 predicted=55.658115, expected=8.000000 predicted=25.975779, expected=40.000000 predicted=43.705424, expected=28.000000 predicted=41.156935, expected=56.000000 predicted=47.604554, expected=48.000000 predicted=54.031192, expected=24.000000 predicted=22.506541, expected=16.000000 predicted=30.638963, expected=60.000000 predicted=44.925469, expected=60.000000 predicted=50.541163, expected=48.000000 predicted=46.221610, expected=52.000000 predicted=46.518516, expected=60.000000 predicted=45.509606, expected=32.000000 predicted=43.564922, expected=28.000000 predicted=42.917087, expected=44.000000 predicted=45.427998, expected=60.000000 predicted=50.825894, expected=44.000000 predicted=47.419738, expected=32.000000 predicted=36.422356, expected=44.000000 predicted=40.994871, expected=20.000000 predicted=29.987488, expected=24.000000 predicted=36.902522, expected=24.000000 predicted=31.655405, expected=68.000000 predicted=47.328242, expected=28.000000 predicted=32.652997, expected=12.000000 predicted=20.980896, expected=24.000000 predicted=29.708678, expected=24.000000 predicted=21.507306, expected=8.000000 predicted=27.423454, expected=36.000000 predicted=31.503460, expected=52.000000 predicted=32.928527, expected=40.000000 predicted=31.426560, expected=16.000000 predicted=24.918035, expected=52.000000 predicted=37.776094, expected=16.000000 predicted=23.793657, expected=20.000000 predicted=31.452969, expected=36.000000 predicted=37.867603, expected=32.000000 predicted=22.969212, expected=40.000000 predicted=41.617887, expected=24.000000 predicted=24.092352, expected=68.000000 predicted=46.929618, expected=28.000000 predicted=31.839719, expected=20.000000 predicted=28.123807, expected=12.000000 predicted=28.670959, expected=60.000000 predicted=39.940540, expected=20.000000 predicted=33.998810, expected=36.000000 predicted=33.123394, expected=20.000000 predicted=25.877778, expected=52.000000 predicted=32.870535, expected=16.000000 predicted=33.017764, expected=32.000000 predicted=27.900493, expected=36.000000 predicted=37.017138, expected=28.000000 predicted=23.102282, expected=8.000000 predicted=27.281466, expected=24.000000 predicted=22.778705, expected=24.000000 predicted=24.786565, expected=20.000000 predicted=23.165835, expected=44.000000 predicted=35.810789, expected=56.000000 predicted=34.840135, expected=32.000000 predicted=29.735311, expected=28.000000 predicted=32.003435, expected=32.000000 predicted=30.818487, expected=16.000000 predicted=26.008009, expected=36.000000 predicted=40.520403, expected=48.000000 predicted=38.631919, expected=52.000000 predicted=39.080050, expected=40.000000 predicted=39.119127, expected=40.000000 predicted=34.924164, expected=24.000000 predicted=31.936225, expected=28.000000 predicted=35.544406, expected=24.000000 predicted=33.990654, expected=36.000000 predicted=34.364597, expected=52.000000 predicted=43.573492, expected=56.000000 predicted=41.226578, expected=12.000000 predicted=23.904063, expected=36.000000 predicted=35.854095, expected=32.000000 predicted=33.578338, expected=32.000000 predicted=34.506423, expected=28.000000 predicted=39.050090, expected=24.000000 predicted=21.440239, expected=36.000000 predicted=34.634266, expected=40.000000 predicted=34.661272, expected=20.000000 predicted=25.567377, expected=16.000000 predicted=24.239065, expected=28.000000 predicted=26.950986, expected=56.000000 predicted=41.467338, expected=48.000000 predicted=40.752902, expected=20.000000 predicted=24.952308, expected=16.000000 predicted=23.865541, expected=36.000000 predicted=32.364942, expected=8.000000 predicted=23.453623, expected=16.000000 predicted=27.350209, expected=24.000000 predicted=23.127385, expected=32.000000 predicted=21.775939, expected=24.000000 predicted=27.434258, expected=8.000000 predicted=12.157325, expected=24.000000 predicted=22.336106, expected=24.000000 predicted=21.970305, expected=12.000000 predicted=18.141036, expected=48.000000 predicted=36.476253, expected=52.000000 predicted=32.055089, expected=36.000000 predicted=30.861596, expected=36.000000 predicted=36.668189, expected=24.000000 predicted=24.131972, expected=28.000000 predicted=34.666844, expected=28.000000 predicted=35.621223, expected=24.000000 predicted=27.413515, expected=32.000000 predicted=32.509897, expected=20.000000 predicted=22.363614, expected=16.000000 predicted=21.647376, expected=12.000000 predicted=19.756099, expected=12.000000 predicted=16.025144, expected=32.000000 predicted=28.131005, expected=28.000000 predicted=22.372202, expected=28.000000 predicted=23.198084, expected=28.000000 predicted=24.340899, expected=48.000000 predicted=32.767181, expected=24.000000 predicted=27.428211, expected=8.000000 predicted=19.793135, expected=24.000000 predicted=28.032945, expected=56.000000 predicted=38.323858, expected=32.000000 predicted=33.395299, expected=12.000000 predicted=21.911375, expected=20.000000 predicted=22.179714, expected=28.000000 predicted=24.179828, expected=8.000000 predicted=23.252695, expected=20.000000 predicted=24.655311, expected=20.000000 predicted=17.405686, expected=48.000000 predicted=31.722472, expected=32.000000 predicted=29.256475, expected=20.000000 predicted=19.031693, expected=28.000000 predicted=29.053012, expected=12.000000 predicted=16.238307, expected=28.000000 predicted=32.499687, expected=40.000000 predicted=33.969476, expected=28.000000 predicted=23.321494, expected=32.000000 predicted=31.871811, expected=28.000000 predicted=24.762568, expected=56.000000 predicted=41.645658, expected=36.000000 predicted=36.431054, expected=28.000000 predicted=30.511319, expected=40.000000 predicted=39.858287, expected=44.000000 predicted=35.746818, expected=16.000000 predicted=31.398867, expected=16.000000 predicted=27.522387, expected=44.000000 predicted=36.265185, expected=28.000000 predicted=27.979554, expected=16.000000 predicted=27.293129, expected=24.000000 predicted=25.085334, expected=40.000000 predicted=28.176259, expected=12.000000 predicted=22.780429, expected=20.000000 predicted=25.051851, expected=24.000000 predicted=22.549472, expected=20.000000 predicted=18.913981, expected=32.000000 predicted=32.771189, expected=48.000000 predicted=32.076148, expected=36.000000 predicted=29.082933, expected=40.000000 predicted=35.747536, expected=28.000000 predicted=29.039867, expected=32.000000 predicted=32.405658, expected=24.000000 predicted=33.352037, expected=28.000000 predicted=30.067284, expected=20.000000 predicted=27.756891, expected=28.000000 predicted=27.043115, expected=12.000000 predicted=20.577734, expected=24.000000 predicted=23.384684, expected=24.000000 predicted=24.723966, expected=32.000000 predicted=24.711835, expected=8.000000 predicted=17.893382, expected=32.000000 predicted=24.829083, expected=40.000000 predicted=31.521373, expected=12.000000 predicted=16.129770, expected=16.000000 predicted=25.897905, expected=12.000000 predicted=13.663512, expected=8.000000 predicted=14.867534, expected=16.000000 predicted=22.935802, expected=16.000000 predicted=13.286730, expected=16.000000 predicted=14.943939, expected=16.000000 predicted=15.093787, expected=44.000000 predicted=27.378104, expected=20.000000 predicted=18.159980, expected=16.000000 predicted=18.730625, expected=28.000000 predicted=26.285655, expected=24.000000 predicted=19.039534, expected=24.000000 predicted=29.456500, expected=16.000000 predicted=19.715738, expected=24.000000 predicted=21.176872, expected=20.000000 Test MSE: 331.798
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226])] predicted=174.579778, expected=132.000000 predicted=153.153872, expected=128.000000 predicted=149.097357, expected=96.000000 predicted=117.703692, expected=132.000000 predicted=133.566577, expected=112.000000 predicted=127.955619, expected=108.000000 predicted=117.410920, expected=236.000000 predicted=158.602461, expected=256.000000 predicted=178.176150, expected=192.000000 predicted=176.412089, expected=88.000000 predicted=136.021751, expected=152.000000 predicted=156.278399, expected=112.000000 predicted=163.840354, expected=156.000000 predicted=171.198242, expected=188.000000 predicted=162.170951, expected=200.000000 predicted=157.315190, expected=172.000000 predicted=164.315200, expected=120.000000 predicted=141.647934, expected=132.000000 predicted=151.007232, expected=92.000000 predicted=138.764992, expected=100.000000 predicted=133.678626, expected=224.000000 predicted=164.729767, expected=308.000000 predicted=199.762340, expected=196.000000 predicted=179.009485, expected=112.000000 predicted=142.810505, expected=252.000000 predicted=197.020924, expected=116.000000 predicted=183.094780, expected=140.000000 predicted=191.707966, expected=168.000000 predicted=164.485231, expected=168.000000 predicted=157.917768, expected=164.000000 predicted=177.373078, expected=136.000000 predicted=140.654280, expected=124.000000 predicted=140.997483, expected=96.000000 predicted=132.065053, expected=76.000000 predicted=117.545881, expected=156.000000 predicted=137.048888, expected=156.000000 predicted=134.762893, expected=180.000000 predicted=145.260021, expected=140.000000 predicted=130.049911, expected=136.000000 predicted=131.071417, expected=108.000000 predicted=135.376132, expected=184.000000 predicted=159.904637, expected=192.000000 predicted=169.444695, expected=116.000000 predicted=138.937238, expected=132.000000 predicted=138.005521, expected=156.000000 predicted=143.485706, expected=112.000000 predicted=144.380647, expected=68.000000 predicted=119.745149, expected=104.000000 predicted=109.690876, expected=104.000000 predicted=112.186992, expected=208.000000 predicted=152.330063, expected=168.000000 predicted=137.132706, expected=144.000000 predicted=129.007413, expected=312.000000 predicted=200.227356, expected=212.000000 predicted=188.872377, expected=104.000000 predicted=172.916393, expected=204.000000 predicted=186.136471, expected=172.000000 predicted=179.089799, expected=108.000000 predicted=183.178228, expected=68.000000 predicted=129.107625, expected=208.000000 predicted=154.277377, expected=144.000000 predicted=155.011639, expected=176.000000 predicted=160.518332, expected=120.000000 predicted=127.193302, expected=144.000000 predicted=134.520695, expected=196.000000 predicted=176.599606, expected=108.000000 predicted=137.692426, expected=124.000000 predicted=142.970565, expected=64.000000 predicted=105.787052, expected=128.000000 predicted=129.147972, expected=152.000000 predicted=141.128634, expected=188.000000 predicted=143.274059, expected=128.000000 predicted=129.505067, expected=104.000000 predicted=113.612854, expected=104.000000 predicted=123.005396, expected=76.000000 predicted=114.292190, expected=104.000000 predicted=121.251492, expected=136.000000 predicted=117.464751, expected=164.000000 predicted=127.609485, expected=88.000000 predicted=105.025185, expected=96.000000 predicted=102.037817, expected=132.000000 predicted=119.122536, expected=96.000000 predicted=114.956677, expected=136.000000 predicted=128.750425, expected=164.000000 predicted=126.289589, expected=224.000000 predicted=159.805409, expected=120.000000 predicted=137.667280, expected=164.000000 predicted=147.996221, expected=128.000000 predicted=143.491185, expected=108.000000 predicted=141.793267, expected=160.000000 predicted=160.243868, expected=112.000000 predicted=125.031722, expected=92.000000 predicted=122.559597, expected=112.000000 predicted=115.862684, expected=148.000000 predicted=126.917947, expected=164.000000 predicted=144.131082, expected=120.000000 predicted=122.523410, expected=184.000000 predicted=143.891423, expected=172.000000 predicted=150.801984, expected=184.000000 predicted=167.839104, expected=148.000000 predicted=157.789166, expected=132.000000 predicted=145.504595, expected=128.000000 predicted=151.388785, expected=140.000000 predicted=149.573737, expected=184.000000 predicted=164.595061, expected=120.000000 predicted=137.161854, expected=176.000000 predicted=153.038561, expected=124.000000 predicted=136.143088, expected=112.000000 predicted=134.866207, expected=180.000000 predicted=159.484717, expected=124.000000 predicted=133.433397, expected=116.000000 predicted=137.700039, expected=116.000000 predicted=122.456324, expected=212.000000 predicted=158.027690, expected=168.000000 predicted=160.596487, expected=164.000000 predicted=152.520792, expected=160.000000 predicted=150.805631, expected=144.000000 predicted=150.980407, expected=124.000000 predicted=156.872935, expected=184.000000 predicted=164.868008, expected=152.000000 predicted=154.923900, expected=120.000000 predicted=142.395695, expected=116.000000 predicted=132.319825, expected=108.000000 predicted=124.784376, expected=112.000000 predicted=132.063703, expected=112.000000 predicted=120.909147, expected=124.000000 predicted=117.937141, expected=172.000000 predicted=135.836357, expected=144.000000 predicted=130.949364, expected=116.000000 predicted=124.724016, expected=136.000000 predicted=130.551119, expected=144.000000 predicted=138.134794, expected=140.000000 predicted=145.222056, expected=156.000000 predicted=144.154700, expected=224.000000 predicted=167.650107, expected=180.000000 predicted=165.655359, expected=112.000000 predicted=145.736113, expected=80.000000 predicted=126.680265, expected=124.000000 predicted=139.138040, expected=116.000000 predicted=142.196277, expected=192.000000 predicted=156.052710, expected=180.000000 predicted=144.078430, expected=104.000000 predicted=119.985220, expected=116.000000 predicted=129.089699, expected=140.000000 predicted=136.069201, expected=152.000000 predicted=154.445655, expected=148.000000 predicted=147.157185, expected=260.000000 predicted=176.642442, expected=216.000000 predicted=178.136793, expected=148.000000 predicted=166.894308, expected=144.000000 predicted=163.238940, expected=136.000000 predicted=159.453275, expected=92.000000 predicted=156.696526, expected=128.000000 predicted=147.423427, expected=172.000000 predicted=146.846766, expected=148.000000 predicted=141.857259, expected=172.000000 predicted=149.844685, expected=140.000000 predicted=134.457978, expected=88.000000 predicted=124.803048, expected=72.000000 predicted=118.358025, expected=152.000000 predicted=135.925475, expected=140.000000 predicted=136.601511, expected=188.000000 predicted=149.289619, expected=200.000000 predicted=150.015722, expected=160.000000 predicted=145.223315, expected=116.000000 predicted=145.645785, expected=140.000000 predicted=148.381330, expected=172.000000 predicted=167.533079, expected=196.000000 predicted=178.578680, expected=112.000000 predicted=140.793998, expected=116.000000 predicted=130.810570, expected=92.000000 predicted=122.782457, expected=60.000000 predicted=112.061350, expected=72.000000 predicted=107.593968, expected=168.000000 predicted=121.899616, expected=140.000000 predicted=119.079282, expected=168.000000 predicted=130.046950, expected=108.000000 predicted=107.260670, expected=140.000000 predicted=126.620895, expected=140.000000 predicted=144.436972, expected=156.000000 predicted=146.378001, expected=168.000000 predicted=155.401185, expected=188.000000 predicted=155.704187, expected=180.000000 predicted=164.595027, expected=116.000000 predicted=143.742237, expected=132.000000 predicted=148.318865, expected=124.000000 predicted=143.923976, expected=76.000000 predicted=125.598204, expected=128.000000 predicted=132.528523, expected=128.000000 predicted=119.156397, expected=140.000000 predicted=129.243760, expected=188.000000 predicted=146.103991, expected=132.000000 predicted=125.239433, expected=140.000000 predicted=140.346633, expected=76.000000 predicted=114.615510, expected=172.000000 predicted=149.157445, expected=152.000000 predicted=150.877561, expected=196.000000 predicted=159.814465, expected=152.000000 predicted=147.770492, expected=164.000000 predicted=145.719651, expected=180.000000 predicted=171.478811, expected=100.000000 predicted=140.624709, expected=120.000000 predicted=147.608179, expected=116.000000 predicted=131.674367, expected=144.000000 predicted=143.046548, expected=252.000000 predicted=184.393246, expected=216.000000 predicted=169.182278, expected=168.000000 predicted=164.474709, expected=116.000000 predicted=144.095068, expected=136.000000 predicted=155.974201, expected=184.000000 predicted=189.076259, expected=208.000000 predicted=189.121338, expected=164.000000 predicted=164.776211, expected=152.000000 predicted=151.333516, expected=168.000000 predicted=162.692170, expected=84.000000 predicted=141.126499, expected=120.000000 predicted=147.769329, expected=164.000000 predicted=149.383904, expected=220.000000 predicted=173.067301, expected=136.000000 predicted=148.724376, expected=164.000000 predicted=143.784012, expected=232.000000 predicted=180.874414, expected=148.000000 predicted=168.646111, expected=188.000000 predicted=188.827904, expected=204.000000 predicted=178.218241, expected=184.000000 predicted=184.268877, expected=224.000000 predicted=209.089558, expected=156.000000 predicted=170.929955, expected=180.000000 predicted=186.668396, expected=144.000000 predicted=172.161523, expected=152.000000 predicted=168.958523, expected=100.000000 predicted=149.485810, expected=108.000000 predicted=132.226620, expected=156.000000 predicted=148.290828, expected=152.000000 predicted=142.051158, expected=116.000000 predicted=129.958159, expected=156.000000 predicted=133.348356, expected=172.000000 predicted=146.393457, expected=192.000000 predicted=168.347440, expected=192.000000 predicted=170.450507, expected=172.000000 predicted=161.935530, expected=140.000000 predicted=159.325945, expected=424.000000 predicted=268.723141, expected=164.000000 predicted=200.849949, expected=244.000000 predicted=227.979446, expected=160.000000 predicted=190.728156, expected=92.000000 predicted=167.586611, expected=88.000000 predicted=191.531583, expected=88.000000 predicted=125.604652, expected=136.000000 predicted=148.223716, expected=132.000000 predicted=126.697835, expected=164.000000 predicted=128.105739, expected=108.000000 predicted=112.502396, expected=68.000000 predicted=98.340386, expected=180.000000 predicted=142.287772, expected=92.000000 predicted=117.507470, expected=76.000000 predicted=111.303169, expected=128.000000 predicted=109.782155, expected=116.000000 predicted=107.253005, expected=116.000000 predicted=126.145882, expected=84.000000 predicted=94.783215, expected=140.000000 predicted=113.202178, expected=60.000000 predicted=96.638514, expected=148.000000 predicted=121.184190, expected=176.000000 predicted=134.347920, expected=212.000000 predicted=154.863318, expected=116.000000 predicted=135.923605, expected=108.000000 predicted=117.738461, expected=112.000000 predicted=132.785751, expected=72.000000 predicted=120.831726, expected=76.000000 predicted=115.293557, expected=128.000000 predicted=109.368128, expected=96.000000 predicted=100.201900, expected=120.000000 predicted=108.040598, expected=132.000000 predicted=106.990411, expected=160.000000 predicted=125.890188, expected=136.000000 predicted=131.475162, expected=156.000000 predicted=135.187640, expected=136.000000 predicted=135.842427, expected=144.000000 predicted=142.454234, expected=124.000000 predicted=138.793509, expected=140.000000 predicted=138.595508, expected=156.000000 predicted=147.511179, expected=108.000000 predicted=128.053779, expected=124.000000 predicted=130.614805, expected=172.000000 predicted=143.894244, expected=160.000000 predicted=149.165742, expected=112.000000 predicted=134.382081, expected=168.000000 predicted=142.435086, expected=108.000000 predicted=128.967827, expected=88.000000 predicted=126.340898, expected=100.000000 predicted=117.965801, expected=136.000000 predicted=121.926012, expected=136.000000 predicted=133.042696, expected=96.000000 predicted=107.140284, expected=116.000000 predicted=108.851760, expected=144.000000 predicted=123.878136, expected=112.000000 predicted=122.754627, expected=104.000000 predicted=116.155859, expected=148.000000 predicted=123.312895, expected=148.000000 predicted=133.008642, expected=116.000000 predicted=128.226224, expected=136.000000 predicted=126.886360, expected=128.000000 predicted=125.321865, expected=96.000000 predicted=122.026721, expected=120.000000 predicted=124.496364, expected=128.000000 predicted=121.271756, expected=164.000000 predicted=140.200431, expected=148.000000 predicted=136.131046, expected=160.000000 predicted=138.458409, expected=172.000000 predicted=151.291593, expected=84.000000 predicted=124.810207, expected=128.000000 predicted=139.200885, expected=152.000000 predicted=142.439914, expected=116.000000 predicted=134.709506, expected=160.000000 predicted=146.559547, expected=148.000000 predicted=129.677547, expected=136.000000 predicted=138.411492, expected=84.000000 predicted=120.452176, expected=68.000000 predicted=102.017446, expected=136.000000 predicted=128.074291, expected=132.000000 predicted=125.943469, expected=100.000000 predicted=111.942757, expected=104.000000 predicted=100.354316, expected=116.000000 predicted=104.768596, expected=96.000000 predicted=111.696504, expected=108.000000 predicted=111.363024, expected=164.000000 predicted=126.000326, expected=260.000000 predicted=171.940798, expected=140.000000 predicted=145.268438, expected=124.000000 predicted=135.649201, expected=108.000000 predicted=128.756795, expected=112.000000 predicted=140.589937, expected=180.000000 predicted=173.900537, expected=116.000000 predicted=128.610354, expected=104.000000 predicted=118.900551, expected=96.000000 predicted=108.631802, expected=80.000000 predicted=103.789241, expected=112.000000 predicted=120.910809, expected=84.000000 predicted=96.425168, expected=116.000000 predicted=104.301458, expected=136.000000 predicted=111.441977, expected=412.000000 predicted=221.988551, expected=500.000000 predicted=306.530967, expected=408.000000 predicted=309.169536, expected=336.000000 predicted=301.717952, expected=252.000000 predicted=282.161435, expected=216.000000 predicted=310.536716, expected=204.000000 predicted=298.129532, expected=244.000000 predicted=279.406152, expected=128.000000 predicted=207.981330, expected=240.000000 predicted=224.638329, expected=400.000000 predicted=289.794324, expected=316.000000 predicted=279.706691, expected=168.000000 predicted=225.491937, expected=156.000000 predicted=188.312991, expected=272.000000 predicted=255.927678, expected=196.000000 predicted=250.929703, expected=148.000000 predicted=202.490821, expected=196.000000 predicted=186.444638, expected=156.000000 predicted=171.551437, expected=148.000000 predicted=182.874139, expected=192.000000 predicted=180.556642, expected=112.000000 predicted=141.477640, expected=172.000000 predicted=169.327378, expected=116.000000 predicted=137.006982, expected=172.000000 predicted=158.614873, expected=116.000000 predicted=140.612672, expected=160.000000 predicted=144.558482, expected=156.000000 predicted=152.943061, expected=172.000000 predicted=153.897201, expected=164.000000 predicted=161.282223, expected=124.000000 predicted=136.810831, expected=84.000000 predicted=123.503972, expected=152.000000 predicted=144.306365, expected=164.000000 predicted=153.104901, expected=180.000000 predicted=161.113476, expected=140.000000 predicted=139.690884, expected=92.000000 predicted=114.318583, expected=132.000000 predicted=137.855356, expected=116.000000 predicted=131.640567, expected=104.000000 predicted=125.581488, expected=116.000000 predicted=118.169030, expected=108.000000 predicted=107.500302, expected=172.000000 predicted=141.583663, expected=128.000000 predicted=125.447202, expected=192.000000 predicted=153.005092, expected=200.000000 predicted=165.077305, expected=144.000000 predicted=149.425009, expected=108.000000 predicted=141.303114, expected=156.000000 predicted=149.279366, expected=172.000000 predicted=167.911820, expected=100.000000 predicted=138.013095, expected=116.000000 predicted=127.368528, expected=120.000000 predicted=121.123640, expected=92.000000 predicted=117.384808, expected=140.000000 predicted=133.739170, expected=184.000000 predicted=142.492738, expected=132.000000 predicted=131.690800, expected=136.000000 predicted=133.811344, expected=96.000000 predicted=112.461136, expected=156.000000 predicted=144.510182, expected=68.000000 predicted=113.668639, expected=164.000000 predicted=138.689693, expected=180.000000 predicted=148.847052, expected=112.000000 predicted=122.608983, expected=92.000000 predicted=118.922528, expected=144.000000 predicted=123.056057, expected=88.000000 predicted=118.937276, expected=112.000000 predicted=124.972605, expected=84.000000 predicted=97.502573, expected=84.000000 predicted=93.398214, expected=168.000000 predicted=134.227206, expected=132.000000 predicted=117.065417, expected=108.000000 predicted=114.141537, expected=96.000000 predicted=102.100311, expected=104.000000 Test MSE: 2533.654
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116])] predicted=51.040442, expected=16.000000 predicted=39.139436, expected=36.000000 predicted=44.191127, expected=68.000000 predicted=50.077535, expected=8.000000 predicted=38.059787, expected=40.000000 predicted=40.822227, expected=28.000000 predicted=27.753492, expected=48.000000 predicted=42.450321, expected=28.000000 predicted=34.661085, expected=48.000000 predicted=35.705571, expected=36.000000 predicted=36.076940, expected=24.000000 predicted=35.289897, expected=20.000000 predicted=32.413468, expected=40.000000 predicted=33.660560, expected=24.000000 predicted=31.238286, expected=32.000000 predicted=31.046971, expected=28.000000 predicted=26.587289, expected=44.000000 predicted=33.222506, expected=16.000000 predicted=28.430149, expected=16.000000 predicted=26.778187, expected=28.000000 predicted=26.506448, expected=36.000000 predicted=29.354964, expected=72.000000 predicted=40.022815, expected=40.000000 predicted=33.057328, expected=32.000000 predicted=37.504236, expected=40.000000 predicted=39.187013, expected=44.000000 predicted=44.387802, expected=28.000000 predicted=42.367310, expected=28.000000 predicted=35.065998, expected=32.000000 predicted=33.267338, expected=36.000000 predicted=35.410762, expected=60.000000 predicted=40.845363, expected=52.000000 predicted=39.559153, expected=20.000000 predicted=36.081162, expected=56.000000 predicted=44.187098, expected=4.000000 predicted=32.352438, expected=20.000000 predicted=38.177089, expected=60.000000 predicted=35.956493, expected=80.000000 predicted=44.564612, expected=44.000000 predicted=44.040438, expected=24.000000 predicted=35.633718, expected=20.000000 predicted=37.314460, expected=64.000000 predicted=52.519960, expected=16.000000 predicted=38.874522, expected=12.000000 predicted=31.119463, expected=44.000000 predicted=29.536805, expected=16.000000 predicted=26.978280, expected=52.000000 predicted=39.031577, expected=44.000000 predicted=28.615787, expected=32.000000 predicted=34.267788, expected=44.000000 predicted=38.606919, expected=48.000000 predicted=39.148174, expected=36.000000 predicted=42.718879, expected=28.000000 predicted=37.777194, expected=36.000000 predicted=37.036157, expected=12.000000 predicted=31.725473, expected=16.000000 predicted=29.817929, expected=48.000000 predicted=30.995858, expected=60.000000 predicted=35.942528, expected=72.000000 predicted=44.372319, expected=24.000000 predicted=34.249364, expected=56.000000 predicted=47.910352, expected=20.000000 predicted=41.192105, expected=12.000000 predicted=41.566393, expected=4.000000 predicted=27.995846, expected=76.000000 predicted=38.295935, expected=44.000000 predicted=34.880101, expected=48.000000 predicted=37.588891, expected=16.000000 predicted=27.441254, expected=36.000000 predicted=37.620998, expected=32.000000 predicted=41.336376, expected=68.000000 predicted=45.510875, expected=88.000000 predicted=51.347218, expected=36.000000 predicted=42.929505, expected=36.000000 predicted=47.873176, expected=12.000000 predicted=39.210031, expected=28.000000 predicted=46.560164, expected=40.000000 predicted=42.125574, expected=44.000000 predicted=34.963884, expected=28.000000 predicted=30.626291, expected=44.000000 predicted=33.086738, expected=40.000000 predicted=36.352587, expected=68.000000 predicted=47.784824, expected=48.000000 predicted=44.224442, expected=52.000000 predicted=47.384534, expected=20.000000 predicted=40.795006, expected=40.000000 predicted=45.488545, expected=40.000000 predicted=44.514678, expected=48.000000 predicted=43.873287, expected=28.000000 predicted=36.718201, expected=36.000000 predicted=35.180275, expected=20.000000 predicted=32.994023, expected=56.000000 predicted=41.620332, expected=52.000000 predicted=40.666791, expected=48.000000 predicted=41.232067, expected=72.000000 predicted=48.879359, expected=40.000000 predicted=44.747879, expected=32.000000 predicted=49.382949, expected=76.000000 predicted=55.393296, expected=16.000000 predicted=43.247240, expected=72.000000 predicted=57.551709, expected=36.000000 predicted=40.457290, expected=76.000000 predicted=56.293129, expected=24.000000 predicted=46.261018, expected=32.000000 predicted=42.279333, expected=24.000000 predicted=41.778738, expected=32.000000 predicted=38.318660, expected=36.000000 predicted=39.166098, expected=28.000000 predicted=29.115993, expected=28.000000 predicted=29.847999, expected=64.000000 predicted=37.759617, expected=20.000000 predicted=32.534009, expected=60.000000 predicted=42.512370, expected=60.000000 predicted=42.194161, expected=40.000000 predicted=45.491228, expected=44.000000 predicted=47.833209, expected=12.000000 predicted=34.880329, expected=8.000000 predicted=36.401789, expected=20.000000 predicted=30.592175, expected=4.000000 predicted=20.969164, expected=24.000000 predicted=21.187314, expected=64.000000 predicted=25.535577, expected=12.000000 predicted=20.283866, expected=40.000000 predicted=29.166949, expected=44.000000 predicted=28.708273, expected=12.000000 predicted=31.731207, expected=24.000000 predicted=33.333663, expected=24.000000 predicted=23.931076, expected=32.000000 predicted=31.412812, expected=40.000000 predicted=31.068234, expected=36.000000 predicted=28.063341, expected=28.000000 predicted=29.964916, expected=32.000000 predicted=31.304612, expected=56.000000 predicted=39.120723, expected=44.000000 predicted=40.000682, expected=44.000000 predicted=40.834511, expected=44.000000 predicted=39.982851, expected=24.000000 predicted=38.546076, expected=40.000000 predicted=42.879425, expected=40.000000 predicted=39.108286, expected=40.000000 predicted=40.094525, expected=52.000000 predicted=41.257619, expected=48.000000 predicted=40.434648, expected=56.000000 predicted=47.208157, expected=44.000000 predicted=45.513076, expected=24.000000 predicted=41.858457, expected=24.000000 predicted=39.654594, expected=60.000000 predicted=45.016225, expected=4.000000 predicted=33.154302, expected=16.000000 predicted=29.603270, expected=52.000000 predicted=29.735461, expected=16.000000 predicted=28.194059, expected=44.000000 predicted=36.155087, expected=16.000000 predicted=20.249931, expected=44.000000 predicted=33.843923, expected=24.000000 predicted=31.122575, expected=28.000000 predicted=29.503665, expected=32.000000 predicted=30.855111, expected=52.000000 predicted=34.451418, expected=40.000000 predicted=37.297674, expected=20.000000 predicted=31.282990, expected=32.000000 predicted=32.866118, expected=4.000000 predicted=26.910067, expected=28.000000 predicted=31.550423, expected=8.000000 predicted=20.204299, expected=24.000000 predicted=21.319731, expected=24.000000 predicted=19.844067, expected=64.000000 predicted=29.302943, expected=36.000000 predicted=30.526470, expected=76.000000 predicted=42.380994, expected=36.000000 predicted=39.815061, expected=60.000000 predicted=50.789337, expected=28.000000 predicted=46.702002, expected=24.000000 predicted=42.155967, expected=24.000000 predicted=40.050659, expected=32.000000 predicted=34.315161, expected=12.000000 predicted=29.788858, expected=40.000000 predicted=28.417706, expected=36.000000 predicted=28.038627, expected=56.000000 predicted=36.578969, expected=48.000000 predicted=37.873314, expected=16.000000 predicted=31.863806, expected=76.000000 predicted=47.753801, expected=16.000000 predicted=37.852498, expected=32.000000 predicted=42.811492, expected=44.000000 predicted=36.805798, expected=12.000000 predicted=31.343432, expected=20.000000 predicted=34.183664, expected=32.000000 predicted=24.755808, expected=20.000000 predicted=27.151356, expected=20.000000 predicted=25.435965, expected=40.000000 predicted=24.403980, expected=20.000000 predicted=24.789023, expected=12.000000 predicted=23.769941, expected=44.000000 predicted=26.449405, expected=28.000000 predicted=27.183693, expected=8.000000 predicted=25.580068, expected=36.000000 predicted=24.398345, expected=40.000000 predicted=27.935249, expected=88.000000 predicted=47.464847, expected=24.000000 predicted=35.411464, expected=36.000000 predicted=38.101537, expected=36.000000 predicted=39.254408, expected=8.000000 predicted=37.092172, expected=24.000000 predicted=37.154413, expected=52.000000 predicted=31.037597, expected=80.000000 predicted=44.946363, expected=36.000000 predicted=39.680746, expected=56.000000 predicted=42.556005, expected=28.000000 predicted=40.884400, expected=20.000000 predicted=44.232678, expected=24.000000 predicted=39.725385, expected=48.000000 predicted=36.953415, expected=48.000000 predicted=40.207220, expected=20.000000 predicted=30.704910, expected=24.000000 predicted=28.706002, expected=24.000000 predicted=29.070580, expected=28.000000 predicted=33.113012, expected=20.000000 predicted=27.700647, expected=36.000000 predicted=26.297211, expected=40.000000 predicted=29.437950, expected=44.000000 predicted=33.653282, expected=16.000000 predicted=28.790822, expected=40.000000 predicted=32.618071, expected=56.000000 predicted=39.577030, expected=20.000000 predicted=35.865853, expected=44.000000 predicted=37.971428, expected=44.000000 predicted=34.842095, expected=24.000000 predicted=38.026666, expected=56.000000 predicted=42.834656, expected=40.000000 predicted=36.601078, expected=28.000000 predicted=39.861123, expected=44.000000 predicted=38.978386, expected=36.000000 predicted=36.834386, expected=44.000000 predicted=43.310667, expected=32.000000 predicted=36.423300, expected=56.000000 predicted=41.432532, expected=20.000000 predicted=36.586301, expected=40.000000 predicted=38.979316, expected=64.000000 predicted=43.438372, expected=44.000000 predicted=43.682314, expected=48.000000 predicted=46.848018, expected=28.000000 predicted=36.993280, expected=40.000000 predicted=43.741661, expected=52.000000 predicted=46.989889, expected=28.000000 predicted=39.838055, expected=28.000000 predicted=37.106607, expected=24.000000 predicted=30.930934, expected=40.000000 predicted=36.501228, expected=20.000000 predicted=31.776825, expected=32.000000 predicted=29.550364, expected=12.000000 predicted=23.673420, expected=4.000000 predicted=20.815798, expected=36.000000 predicted=25.157086, expected=32.000000 predicted=23.695425, expected=36.000000 predicted=28.164899, expected=56.000000 predicted=30.593558, expected=20.000000 predicted=28.339477, expected=8.000000 predicted=29.587594, expected=20.000000 predicted=26.105971, expected=24.000000 predicted=27.717779, expected=56.000000 predicted=35.701896, expected=20.000000 predicted=23.939564, expected=28.000000 predicted=26.059897, expected=8.000000 predicted=21.795221, expected=16.000000 predicted=25.133682, expected=28.000000 predicted=27.168186, expected=40.000000 predicted=25.703406, expected=20.000000 predicted=23.573396, expected=12.000000 predicted=18.984591, expected=20.000000 predicted=20.965397, expected=36.000000 predicted=27.392643, expected=36.000000 predicted=29.557940, expected=16.000000 predicted=22.675982, expected=12.000000 predicted=19.865148, expected=24.000000 predicted=23.089629, expected=32.000000 predicted=27.602162, expected=20.000000 predicted=24.203359, expected=12.000000 predicted=18.266148, expected=16.000000 predicted=17.939013, expected=48.000000 predicted=27.738786, expected=52.000000 predicted=32.894220, expected=20.000000 predicted=27.484214, expected=48.000000 predicted=32.521349, expected=36.000000 predicted=34.407258, expected=40.000000 predicted=42.603178, expected=20.000000 predicted=34.227603, expected=24.000000 predicted=30.273720, expected=8.000000 predicted=27.365088, expected=20.000000 predicted=25.281698, expected=56.000000 predicted=31.213591, expected=36.000000 predicted=28.635831, expected=16.000000 predicted=26.094755, expected=32.000000 predicted=25.886827, expected=36.000000 predicted=32.184016, expected=20.000000 predicted=33.530411, expected=32.000000 predicted=29.238551, expected=28.000000 predicted=26.191395, expected=8.000000 predicted=25.062437, expected=36.000000 predicted=27.854474, expected=32.000000 predicted=25.768579, expected=40.000000 predicted=31.934374, expected=48.000000 predicted=32.817253, expected=12.000000 predicted=26.524963, expected=36.000000 predicted=34.413503, expected=4.000000 predicted=24.944815, expected=4.000000 predicted=24.242991, expected=28.000000 predicted=22.560501, expected=32.000000 predicted=21.039908, expected=28.000000 predicted=24.215191, expected=8.000000 predicted=15.048756, expected=24.000000 predicted=19.836383, expected=40.000000 predicted=27.701133, expected=28.000000 predicted=28.048784, expected=24.000000 predicted=25.420763, expected=44.000000 predicted=27.915481, expected=84.000000 predicted=44.828918, expected=32.000000 predicted=41.424093, expected=28.000000 predicted=38.904473, expected=48.000000 predicted=40.548918, expected=32.000000 predicted=44.248243, expected=68.000000 predicted=53.401917, expected=48.000000 predicted=41.679846, expected=16.000000 predicted=38.285691, expected=28.000000 predicted=37.835713, expected=28.000000 predicted=35.108860, expected=20.000000 predicted=35.975643, expected=36.000000 predicted=30.794634, expected=28.000000 predicted=25.396111, expected=28.000000 predicted=28.688623, expected=24.000000 predicted=26.365817, expected=64.000000 predicted=36.236230, expected=12.000000 predicted=29.827232, expected=48.000000 predicted=36.541778, expected=20.000000 predicted=28.646801, expected=36.000000 predicted=35.905316, expected=48.000000 predicted=38.791169, expected=32.000000 predicted=32.651535, expected=24.000000 predicted=34.256741, expected=16.000000 predicted=26.710657, expected=32.000000 predicted=31.842630, expected=28.000000 predicted=30.690656, expected=68.000000 predicted=37.560134, expected=64.000000 predicted=40.110534, expected=36.000000 predicted=40.056741, expected=28.000000 predicted=39.405777, expected=16.000000 predicted=36.074848, expected=16.000000 predicted=37.826660, expected=44.000000 predicted=36.786158, expected=36.000000 predicted=30.811234, expected=108.000000 predicted=48.902308, expected=32.000000 predicted=38.690945, expected=24.000000 predicted=41.543016, expected=36.000000 predicted=41.224218, expected=24.000000 predicted=42.848267, expected=16.000000 predicted=42.269566, expected=44.000000 predicted=30.447789, expected=40.000000 predicted=31.478006, expected=36.000000 predicted=34.344016, expected=72.000000 predicted=40.684839, expected=8.000000 predicted=31.755936, expected=56.000000 predicted=45.083363, expected=20.000000 predicted=34.179158, expected=60.000000 predicted=46.262990, expected=84.000000 predicted=52.921908, expected=52.000000 predicted=47.366785, expected=88.000000 predicted=62.137161, expected=16.000000 predicted=46.243354, expected=48.000000 predicted=58.524722, expected=36.000000 predicted=50.906951, expected=56.000000 predicted=53.409605, expected=36.000000 predicted=47.020234, expected=20.000000 predicted=33.464629, expected=12.000000 predicted=31.573174, expected=20.000000 predicted=29.295373, expected=40.000000 predicted=33.456591, expected=16.000000 predicted=24.628541, expected=44.000000 predicted=26.963671, expected=4.000000 predicted=19.220246, expected=12.000000 predicted=22.441348, expected=12.000000 predicted=19.354630, expected=20.000000 predicted=19.606509, expected=40.000000 predicted=24.915195, expected=16.000000 predicted=17.015128, expected=16.000000 predicted=18.525933, expected=28.000000 predicted=20.616722, expected=32.000000 predicted=26.713597, expected=24.000000 predicted=26.987775, expected=44.000000 predicted=27.436653, expected=52.000000 predicted=33.699329, expected=16.000000 predicted=31.745711, expected=56.000000 predicted=37.964397, expected=44.000000 predicted=38.191395, expected=16.000000 predicted=38.478325, expected=8.000000 predicted=28.587873, expected=56.000000 predicted=33.418340, expected=16.000000 predicted=33.626511, expected=80.000000 predicted=42.512062, expected=44.000000 predicted=34.541251, expected=24.000000 predicted=37.584708, expected=20.000000 predicted=35.601028, expected=48.000000 predicted=38.453941, expected=52.000000 predicted=48.636289, expected=12.000000 predicted=32.964386, expected=24.000000 predicted=27.759003, expected=28.000000 predicted=28.624188, expected=28.000000 predicted=34.182318, expected=56.000000 predicted=36.419961, expected=24.000000 predicted=27.523084, expected=24.000000 predicted=30.010815, expected=44.000000 predicted=32.773222, expected=16.000000 predicted=31.550021, expected=36.000000 predicted=35.148166, expected=52.000000 predicted=32.775316, expected=4.000000 predicted=28.394655, expected=8.000000 predicted=25.183204, expected=28.000000 predicted=21.913262, expected=24.000000 predicted=27.752422, expected=44.000000 predicted=30.323236, expected=44.000000 predicted=25.272993, expected=44.000000 predicted=32.470156, expected=24.000000 predicted=32.587323, expected=40.000000 predicted=35.947945, expected=44.000000 predicted=40.246953, expected=36.000000 predicted=39.966521, expected=48.000000 predicted=40.007568, expected=24.000000 predicted=33.897608, expected=28.000000 predicted=36.374596, expected=20.000000 predicted=31.611692, expected=16.000000 predicted=28.666553, expected=32.000000 Test MSE: 353.091
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329])] predicted=13.752994, expected=16.000000 predicted=19.126519, expected=28.000000 predicted=18.362792, expected=40.000000 predicted=20.753786, expected=36.000000 predicted=27.487743, expected=20.000000 predicted=23.758141, expected=20.000000 predicted=22.877037, expected=12.000000 predicted=23.300608, expected=28.000000 predicted=28.398363, expected=24.000000 predicted=26.209109, expected=8.000000 predicted=17.678521, expected=32.000000 predicted=21.714278, expected=4.000000 predicted=14.753890, expected=28.000000 predicted=22.850574, expected=20.000000 predicted=20.442150, expected=36.000000 predicted=21.185277, expected=12.000000 predicted=23.247198, expected=44.000000 predicted=22.580941, expected=40.000000 predicted=31.728646, expected=48.000000 predicted=33.866263, expected=24.000000 predicted=33.798642, expected=20.000000 predicted=25.005525, expected=16.000000 predicted=30.716882, expected=16.000000 predicted=27.130954, expected=24.000000 predicted=28.851596, expected=24.000000 predicted=22.085405, expected=32.000000 predicted=23.539794, expected=36.000000 predicted=25.269281, expected=16.000000 predicted=22.181636, expected=24.000000 predicted=24.733726, expected=8.000000 predicted=20.495660, expected=32.000000 predicted=26.428292, expected=24.000000 predicted=26.416669, expected=28.000000 predicted=22.191570, expected=16.000000 predicted=21.766590, expected=20.000000 predicted=17.914098, expected=36.000000 predicted=28.384163, expected=16.000000 predicted=22.998384, expected=32.000000 predicted=26.374627, expected=20.000000 predicted=21.467162, expected=32.000000 predicted=25.521992, expected=8.000000 predicted=24.224647, expected=48.000000 predicted=26.483065, expected=20.000000 predicted=27.760891, expected=36.000000 predicted=27.216194, expected=16.000000 predicted=26.506351, expected=8.000000 predicted=16.697629, expected=16.000000 predicted=26.462042, expected=16.000000 predicted=18.020584, expected=12.000000 predicted=20.356079, expected=32.000000 predicted=18.778996, expected=16.000000 predicted=15.620581, expected=12.000000 predicted=16.341476, expected=32.000000 predicted=20.415548, expected=16.000000 predicted=18.216840, expected=16.000000 predicted=22.302995, expected=32.000000 predicted=21.041796, expected=16.000000 predicted=18.653777, expected=20.000000 predicted=23.679472, expected=28.000000 predicted=20.977950, expected=24.000000 predicted=21.759521, expected=20.000000 predicted=24.836892, expected=32.000000 predicted=22.932171, expected=28.000000 predicted=24.958727, expected=28.000000 predicted=27.456383, expected=24.000000 predicted=25.366299, expected=20.000000 predicted=23.168481, expected=44.000000 predicted=31.637053, expected=20.000000 predicted=27.270695, expected=16.000000 predicted=24.427970, expected=12.000000 predicted=20.422361, expected=60.000000 predicted=30.607828, expected=40.000000 predicted=37.585612, expected=12.000000 predicted=24.480867, expected=24.000000 predicted=23.507364, expected=4.000000 predicted=18.320604, expected=12.000000 predicted=29.169830, expected=20.000000 predicted=22.642058, expected=20.000000 predicted=15.648934, expected=12.000000 predicted=17.044068, expected=4.000000 predicted=8.987490, expected=8.000000 predicted=11.011100, expected=20.000000 predicted=15.623363, expected=8.000000 predicted=13.463709, expected=24.000000 predicted=14.270347, expected=8.000000 predicted=10.216808, expected=44.000000 predicted=20.038716, expected=12.000000 predicted=19.682827, expected=16.000000 predicted=16.021358, expected=20.000000 predicted=20.625130, expected=4.000000 predicted=13.226257, expected=8.000000 predicted=20.576213, expected=20.000000 predicted=13.478714, expected=16.000000 predicted=15.041485, expected=16.000000 predicted=15.884877, expected=32.000000 predicted=16.054469, expected=16.000000 predicted=16.412543, expected=28.000000 predicted=22.052231, expected=68.000000 predicted=32.611290, expected=12.000000 predicted=25.976770, expected=28.000000 predicted=30.228630, expected=28.000000 predicted=25.753580, expected=20.000000 predicted=28.190239, expected=24.000000 predicted=36.478846, expected=16.000000 predicted=18.526566, expected=16.000000 predicted=21.890403, expected=40.000000 predicted=26.722289, expected=12.000000 predicted=20.696759, expected=28.000000 predicted=23.566713, expected=12.000000 predicted=18.341310, expected=20.000000 predicted=19.545427, expected=16.000000 predicted=23.992604, expected=24.000000 predicted=17.993172, expected=72.000000 predicted=35.106080, expected=16.000000 predicted=25.082322, expected=16.000000 predicted=24.322490, expected=12.000000 predicted=20.194952, expected=12.000000 predicted=21.955784, expected=24.000000 predicted=33.752610, expected=40.000000 predicted=22.554084, expected=32.000000 predicted=24.096533, expected=8.000000 predicted=18.253465, expected=12.000000 predicted=16.922648, expected=40.000000 predicted=26.470748, expected=20.000000 predicted=28.415594, expected=28.000000 predicted=26.142824, expected=20.000000 predicted=18.471123, expected=32.000000 predicted=23.396660, expected=16.000000 predicted=27.544478, expected=12.000000 predicted=19.431974, expected=28.000000 predicted=23.651326, expected=28.000000 predicted=23.142997, expected=32.000000 predicted=27.770024, expected=32.000000 predicted=24.523002, expected=60.000000 predicted=32.442175, expected=12.000000 predicted=29.842682, expected=8.000000 predicted=24.784935, expected=8.000000 predicted=22.120908, expected=20.000000 predicted=23.396841, expected=12.000000 predicted=26.881497, expected=40.000000 predicted=19.297993, expected=24.000000 predicted=18.525149, expected=16.000000 predicted=17.556082, expected=12.000000 predicted=18.649415, expected=12.000000 predicted=15.923571, expected=24.000000 predicted=24.921141, expected=24.000000 predicted=20.909929, expected=52.000000 predicted=26.654060, expected=32.000000 predicted=25.744390, expected=28.000000 predicted=25.781136, expected=8.000000 predicted=23.662999, expected=8.000000 predicted=20.962870, expected=12.000000 predicted=26.141760, expected=48.000000 predicted=28.053060, expected=16.000000 predicted=22.905697, expected=32.000000 predicted=20.059000, expected=16.000000 predicted=18.264258, expected=32.000000 predicted=23.453724, expected=32.000000 predicted=33.699875, expected=16.000000 predicted=21.744658, expected=24.000000 predicted=25.924718, expected=40.000000 predicted=26.136171, expected=32.000000 predicted=31.103045, expected=20.000000 predicted=27.696431, expected=32.000000 predicted=25.147733, expected=60.000000 predicted=36.164500, expected=20.000000 predicted=34.809954, expected=44.000000 predicted=35.194248, expected=48.000000 predicted=35.310557, expected=24.000000 predicted=35.408716, expected=12.000000 predicted=35.943072, expected=28.000000 predicted=25.673889, expected=16.000000 predicted=29.424831, expected=4.000000 predicted=24.323169, expected=28.000000 predicted=20.230962, expected=20.000000 predicted=17.322757, expected=16.000000 predicted=20.612765, expected=24.000000 predicted=18.425995, expected=16.000000 predicted=14.933471, expected=20.000000 predicted=21.895812, expected=16.000000 predicted=18.465076, expected=36.000000 predicted=22.241250, expected=20.000000 predicted=22.909929, expected=32.000000 predicted=23.322983, expected=12.000000 predicted=20.815469, expected=20.000000 predicted=20.227249, expected=16.000000 predicted=23.912309, expected=16.000000 predicted=18.675749, expected=44.000000 predicted=27.976665, expected=36.000000 predicted=24.659687, expected=32.000000 predicted=27.641028, expected=8.000000 predicted=21.011495, expected=52.000000 predicted=29.809059, expected=20.000000 predicted=33.440577, expected=12.000000 predicted=26.479571, expected=80.000000 predicted=39.075206, expected=28.000000 predicted=29.658251, expected=32.000000 predicted=40.608609, expected=20.000000 predicted=27.027438, expected=16.000000 predicted=24.007947, expected=24.000000 predicted=40.267693, expected=12.000000 predicted=21.612136, expected=16.000000 predicted=21.423213, expected=68.000000 predicted=30.421039, expected=28.000000 predicted=27.684708, expected=20.000000 predicted=27.169152, expected=20.000000 predicted=21.993322, expected=16.000000 predicted=22.792217, expected=4.000000 predicted=30.551611, expected=28.000000 predicted=21.387012, expected=32.000000 predicted=22.040982, expected=16.000000 predicted=20.186587, expected=4.000000 predicted=14.724068, expected=20.000000 predicted=13.798791, expected=8.000000 predicted=18.184447, expected=24.000000 predicted=21.079977, expected=20.000000 predicted=16.526585, expected=16.000000 predicted=13.616344, expected=20.000000 predicted=18.585611, expected=36.000000 predicted=20.248838, expected=24.000000 predicted=24.398411, expected=12.000000 predicted=20.138738, expected=28.000000 predicted=21.294466, expected=16.000000 predicted=20.998266, expected=56.000000 predicted=33.914230, expected=20.000000 predicted=26.365253, expected=8.000000 predicted=19.252413, expected=32.000000 predicted=26.051049, expected=52.000000 predicted=30.472259, expected=24.000000 predicted=37.277607, expected=16.000000 predicted=23.391892, expected=80.000000 predicted=35.065753, expected=12.000000 predicted=33.568550, expected=48.000000 predicted=42.797755, expected=32.000000 predicted=32.342873, expected=720.000000 predicted=188.646472, expected=16.000000 predicted=208.765063, expected=40.000000 predicted=115.704675, expected=16.000000 predicted=229.355199, expected=32.000000 predicted=133.004111, expected=16.000000 predicted=321.277936, expected=52.000000 predicted=27.265863, expected=20.000000 predicted=31.540419, expected=12.000000 predicted=21.958700, expected=8.000000 predicted=24.282108, expected=60.000000 predicted=26.909757, expected=24.000000 predicted=32.316400, expected=20.000000 predicted=22.490388, expected=36.000000 predicted=27.617404, expected=44.000000 predicted=29.583627, expected=20.000000 predicted=35.721320, expected=12.000000 predicted=25.169545, expected=24.000000 predicted=25.341096, expected=20.000000 predicted=25.860813, expected=32.000000 predicted=26.726747, expected=36.000000 predicted=25.037936, expected=44.000000 predicted=27.450969, expected=12.000000 predicted=27.753746, expected=24.000000 predicted=26.363082, expected=8.000000 predicted=26.194343, expected=24.000000 predicted=23.768853, expected=28.000000 predicted=26.109160, expected=28.000000 predicted=19.825920, expected=28.000000 predicted=24.262815, expected=4.000000 predicted=18.454579, expected=16.000000 predicted=20.510239, expected=16.000000 predicted=20.676577, expected=20.000000 predicted=18.537688, expected=28.000000 predicted=20.423970, expected=36.000000 predicted=19.658643, expected=36.000000 predicted=25.517664, expected=44.000000 predicted=29.881972, expected=16.000000 predicted=29.154087, expected=24.000000 predicted=29.287369, expected=16.000000 predicted=29.092403, expected=20.000000 predicted=25.165066, expected=48.000000 predicted=30.607101, expected=48.000000 predicted=29.124902, expected=32.000000 predicted=31.121223, expected=16.000000 predicted=28.816418, expected=20.000000 predicted=28.669579, expected=16.000000 predicted=30.224130, expected=36.000000 predicted=29.273541, expected=20.000000 predicted=24.676300, expected=12.000000 predicted=18.709330, expected=24.000000 predicted=21.761891, expected=48.000000 predicted=25.865240, expected=24.000000 predicted=28.418423, expected=20.000000 predicted=23.904980, expected=32.000000 predicted=26.394784, expected=32.000000 predicted=28.979588, expected=16.000000 predicted=29.585531, expected=12.000000 predicted=22.239646, expected=12.000000 predicted=19.956176, expected=12.000000 predicted=19.316716, expected=16.000000 predicted=17.687681, expected=16.000000 predicted=14.336525, expected=44.000000 predicted=19.290293, expected=24.000000 predicted=21.156009, expected=36.000000 predicted=23.669871, expected=24.000000 predicted=27.079760, expected=8.000000 predicted=22.601756, expected=8.000000 predicted=24.764322, expected=28.000000 predicted=21.241458, expected=32.000000 predicted=24.186957, expected=32.000000 predicted=22.875754, expected=12.000000 predicted=19.436357, expected=24.000000 predicted=21.004581, expected=24.000000 predicted=25.745845, expected=12.000000 predicted=22.164640, expected=16.000000 predicted=20.873131, expected=32.000000 predicted=19.930928, expected=68.000000 predicted=30.807313, expected=12.000000 predicted=27.735298, expected=12.000000 predicted=22.654090, expected=24.000000 predicted=27.424049, expected=24.000000 predicted=26.814747, expected=40.000000 predicted=33.667162, expected=32.000000 predicted=24.353713, expected=32.000000 predicted=26.109934, expected=4.000000 predicted=25.382249, expected=4.000000 predicted=20.657541, expected=16.000000 predicted=22.471827, expected=20.000000 predicted=18.484263, expected=16.000000 predicted=16.885190, expected=32.000000 predicted=15.524803, expected=28.000000 predicted=19.096353, expected=16.000000 predicted=20.396120, expected=24.000000 predicted=22.729939, expected=32.000000 predicted=24.317738, expected=24.000000 predicted=26.199948, expected=16.000000 predicted=23.454538, expected=12.000000 predicted=19.858807, expected=12.000000 predicted=19.423421, expected=40.000000 predicted=23.926754, expected=24.000000 predicted=22.378901, expected=28.000000 predicted=21.394359, expected=36.000000 predicted=25.901800, expected=12.000000 predicted=23.193603, expected=48.000000 predicted=32.290973, expected=8.000000 predicted=26.325604, expected=28.000000 predicted=24.776051, expected=32.000000 predicted=30.114435, expected=32.000000 predicted=24.351805, expected=32.000000 predicted=32.379492, expected=36.000000 predicted=26.885763, expected=40.000000 predicted=33.350969, expected=12.000000 predicted=30.047914, expected=16.000000 predicted=27.035738, expected=16.000000 predicted=25.563037, expected=36.000000 predicted=26.204174, expected=28.000000 predicted=26.866395, expected=76.000000 predicted=31.143509, expected=8.000000 predicted=30.131205, expected=16.000000 predicted=25.883388, expected=16.000000 predicted=31.666404, expected=28.000000 predicted=25.957423, expected=24.000000 predicted=32.554136, expected=12.000000 predicted=16.195796, expected=20.000000 predicted=19.117256, expected=8.000000 predicted=17.376090, expected=8.000000 predicted=16.334039, expected=8.000000 predicted=14.167862, expected=8.000000 predicted=10.124443, expected=8.000000 predicted=10.671875, expected=44.000000 predicted=14.880867, expected=28.000000 predicted=18.210814, expected=16.000000 predicted=17.269222, expected=36.000000 predicted=23.588623, expected=24.000000 predicted=24.360805, expected=24.000000 predicted=28.952964, expected=16.000000 predicted=24.653894, expected=20.000000 predicted=21.232311, expected=32.000000 predicted=26.607888, expected=20.000000 predicted=22.726709, expected=8.000000 predicted=19.553472, expected=20.000000 predicted=19.079731, expected=8.000000 predicted=17.508264, expected=36.000000 predicted=21.502570, expected=4.000000 predicted=17.049719, expected=36.000000 predicted=17.181228, expected=16.000000 predicted=21.783310, expected=16.000000 predicted=16.466364, expected=4.000000 predicted=20.528816, expected=16.000000 predicted=13.206079, expected=40.000000 predicted=23.719429, expected=16.000000 predicted=18.087794, expected=12.000000 predicted=16.729308, expected=20.000000 predicted=17.610163, expected=20.000000 predicted=19.539874, expected=32.000000 predicted=24.952554, expected=36.000000 predicted=23.426369, expected=52.000000 predicted=28.600405, expected=32.000000 predicted=32.045223, expected=16.000000 predicted=29.256012, expected=20.000000 predicted=30.855445, expected=68.000000 predicted=37.994599, expected=32.000000 predicted=38.653129, expected=28.000000 predicted=31.582885, expected=56.000000 predicted=37.503530, expected=8.000000 predicted=32.315628, expected=36.000000 predicted=38.846725, expected=8.000000 predicted=29.170724, expected=24.000000 predicted=24.019446, expected=32.000000 predicted=31.303696, expected=28.000000 predicted=20.981525, expected=32.000000 predicted=28.164624, expected=48.000000 predicted=28.300404, expected=20.000000 predicted=30.036230, expected=16.000000 predicted=28.258539, expected=32.000000 predicted=29.684230, expected=12.000000 predicted=25.848985, expected=20.000000 predicted=25.610173, expected=16.000000 predicted=19.969313, expected=32.000000 predicted=20.510679, expected=28.000000 predicted=25.037878, expected=16.000000 predicted=19.530950, expected=4.000000 predicted=18.851377, expected=12.000000 predicted=16.921640, expected=20.000000 predicted=19.515754, expected=20.000000 predicted=17.542381, expected=16.000000 predicted=15.137846, expected=8.000000 predicted=12.461394, expected=28.000000 predicted=17.078400, expected=12.000000 predicted=17.726802, expected=12.000000 Test MSE: 1772.510
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219])] predicted=22.007180, expected=28.000000 predicted=23.982070, expected=20.000000 predicted=21.379105, expected=4.000000 predicted=19.187954, expected=28.000000 predicted=19.361505, expected=12.000000 predicted=21.226303, expected=8.000000 predicted=16.733874, expected=4.000000 predicted=12.516778, expected=12.000000 predicted=11.790757, expected=4.000000 predicted=11.324000, expected=4.000000 predicted=7.124179, expected=108.000000 predicted=18.162977, expected=32.000000 predicted=26.673111, expected=4.000000 predicted=26.922540, expected=12.000000 predicted=27.805800, expected=4.000000 predicted=32.120957, expected=36.000000 predicted=32.041614, expected=8.000000 predicted=15.493745, expected=4.000000 predicted=11.327487, expected=24.000000 predicted=13.701546, expected=12.000000 predicted=15.639859, expected=8.000000 predicted=14.783196, expected=8.000000 predicted=10.327899, expected=8.000000 predicted=11.217649, expected=16.000000 predicted=12.103565, expected=4.000000 predicted=9.212081, expected=44.000000 predicted=12.786654, expected=36.000000 predicted=18.052825, expected=20.000000 predicted=20.903014, expected=20.000000 predicted=22.575267, expected=32.000000 predicted=26.706662, expected=16.000000 predicted=28.548749, expected=16.000000 predicted=23.132384, expected=8.000000 predicted=19.064845, expected=48.000000 predicted=22.444440, expected=24.000000 predicted=23.393221, expected=12.000000 predicted=20.495787, expected=8.000000 predicted=19.383891, expected=28.000000 predicted=22.257239, expected=16.000000 predicted=22.517164, expected=4.000000 predicted=15.232857, expected=16.000000 predicted=13.569762, expected=24.000000 predicted=16.091498, expected=4.000000 predicted=15.358645, expected=28.000000 predicted=14.026509, expected=12.000000 predicted=14.855233, expected=44.000000 predicted=20.102840, expected=16.000000 predicted=20.714843, expected=4.000000 predicted=18.884906, expected=4.000000 predicted=18.312238, expected=44.000000 predicted=20.577301, expected=16.000000 predicted=20.741295, expected=12.000000 predicted=15.172942, expected=48.000000 predicted=19.681723, expected=16.000000 predicted=24.501209, expected=36.000000 predicted=27.234088, expected=12.000000 predicted=23.592807, expected=4.000000 predicted=23.154791, expected=4.000000 predicted=20.224848, expected=8.000000 predicted=14.290970, expected=32.000000 predicted=14.552759, expected=28.000000 predicted=13.323324, expected=56.000000 predicted=19.663374, expected=28.000000 predicted=25.368327, expected=28.000000 predicted=30.194564, expected=20.000000 predicted=32.431297, expected=16.000000 predicted=30.876083, expected=56.000000 predicted=32.422391, expected=8.000000 predicted=26.755419, expected=4.000000 predicted=22.242727, expected=76.000000 predicted=27.501743, expected=36.000000 predicted=33.356146, expected=28.000000 predicted=33.210792, expected=28.000000 predicted=29.523584, expected=8.000000 predicted=33.271060, expected=24.000000 predicted=33.276571, expected=16.000000 predicted=23.537532, expected=12.000000 predicted=19.653611, expected=4.000000 predicted=15.165629, expected=36.000000 predicted=16.061014, expected=56.000000 predicted=22.722751, expected=8.000000 predicted=21.853643, expected=4.000000 predicted=20.081459, expected=16.000000 predicted=21.953349, expected=16.000000 predicted=23.983753, expected=4.000000 predicted=16.617189, expected=20.000000 predicted=10.541835, expected=16.000000 predicted=12.557635, expected=4.000000 predicted=12.821161, expected=4.000000 predicted=10.456355, expected=12.000000 predicted=10.251213, expected=8.000000 predicted=10.565602, expected=4.000000 predicted=7.602315, expected=12.000000 predicted=6.844499, expected=32.000000 predicted=11.018720, expected=12.000000 predicted=12.803864, expected=8.000000 predicted=12.361081, expected=8.000000 predicted=12.920082, expected=4.000000 predicted=13.631431, expected=40.000000 predicted=15.731813, expected=8.000000 predicted=12.955076, expected=8.000000 predicted=12.481910, expected=8.000000 predicted=12.582929, expected=16.000000 predicted=14.948708, expected=28.000000 predicted=16.539690, expected=8.000000 predicted=12.391511, expected=4.000000 predicted=12.060429, expected=8.000000 predicted=12.364777, expected=36.000000 predicted=16.133151, expected=24.000000 predicted=16.714423, expected=4.000000 predicted=13.728865, expected=20.000000 predicted=15.736857, expected=28.000000 predicted=20.428348, expected=44.000000 predicted=24.594919, expected=12.000000 predicted=21.222625, expected=28.000000 predicted=22.608263, expected=24.000000 predicted=26.325653, expected=8.000000 predicted=25.239983, expected=16.000000 predicted=21.416531, expected=48.000000 predicted=21.886619, expected=12.000000 predicted=22.583808, expected=20.000000 predicted=20.631081, expected=4.000000 predicted=18.810213, expected=20.000000 predicted=21.163421, expected=4.000000 predicted=17.700522, expected=8.000000 predicted=11.586606, expected=20.000000 predicted=11.751449, expected=4.000000 predicted=10.430434, expected=8.000000 predicted=10.131571, expected=20.000000 predicted=10.150672, expected=4.000000 predicted=11.039937, expected=16.000000 predicted=11.147576, expected=4.000000 predicted=9.432877, expected=4.000000 predicted=9.807886, expected=16.000000 predicted=9.865330, expected=28.000000 predicted=11.272142, expected=52.000000 predicted=17.637990, expected=8.000000 predicted=18.265003, expected=8.000000 predicted=19.902125, expected=64.000000 predicted=28.280884, expected=4.000000 predicted=28.777668, expected=8.000000 predicted=23.605144, expected=8.000000 predicted=17.228606, expected=4.000000 predicted=18.503075, expected=28.000000 predicted=17.253847, expected=28.000000 predicted=12.186897, expected=4.000000 predicted=13.208875, expected=4.000000 predicted=12.816285, expected=4.000000 predicted=13.202996, expected=20.000000 predicted=14.588096, expected=8.000000 predicted=10.468935, expected=16.000000 predicted=8.654899, expected=8.000000 predicted=9.732694, expected=20.000000 predicted=12.620085, expected=44.000000 predicted=17.490100, expected=28.000000 predicted=19.845447, expected=32.000000 predicted=23.595911, expected=20.000000 predicted=25.612761, expected=8.000000 predicted=26.958251, expected=20.000000 predicted=25.427184, expected=8.000000 predicted=20.022369, expected=20.000000 predicted=17.587320, expected=12.000000 predicted=14.171343, expected=40.000000 predicted=17.132417, expected=40.000000 predicted=21.688093, expected=32.000000 predicted=24.813760, expected=12.000000 predicted=26.009872, expected=12.000000 predicted=26.190077, expected=8.000000 predicted=25.071127, expected=20.000000 predicted=20.725750, expected=20.000000 predicted=16.491843, expected=4.000000 predicted=12.705292, expected=28.000000 predicted=14.508477, expected=8.000000 predicted=15.019958, expected=8.000000 predicted=14.881093, expected=12.000000 predicted=12.800218, expected=24.000000 predicted=14.161347, expected=20.000000 predicted=15.642780, expected=44.000000 predicted=17.841491, expected=16.000000 predicted=20.377267, expected=4.000000 predicted=20.832865, expected=16.000000 predicted=20.905060, expected=4.000000 predicted=18.798390, expected=72.000000 predicted=23.288478, expected=16.000000 predicted=20.259236, expected=16.000000 predicted=21.334441, expected=12.000000 predicted=22.563561, expected=12.000000 predicted=25.012440, expected=24.000000 predicted=24.153600, expected=4.000000 predicted=14.200889, expected=32.000000 predicted=15.692651, expected=32.000000 predicted=18.373379, expected=16.000000 predicted=20.157815, expected=16.000000 predicted=19.926717, expected=28.000000 predicted=21.832301, expected=20.000000 predicted=24.197177, expected=12.000000 predicted=20.416820, expected=4.000000 predicted=16.412915, expected=12.000000 predicted=16.000144, expected=4.000000 predicted=13.576138, expected=20.000000 predicted=11.346091, expected=12.000000 predicted=10.012143, expected=32.000000 predicted=13.119588, expected=16.000000 predicted=15.246204, expected=12.000000 predicted=16.353982, expected=48.000000 predicted=21.839846, expected=16.000000 predicted=23.232466, expected=8.000000 predicted=21.962102, expected=4.000000 predicted=17.728451, expected=24.000000 predicted=19.914757, expected=16.000000 predicted=18.504261, expected=108.000000 predicted=25.147923, expected=12.000000 predicted=27.885106, expected=20.000000 predicted=30.846421, expected=4.000000 predicted=31.736272, expected=4.000000 predicted=32.444896, expected=16.000000 predicted=26.458644, expected=60.000000 predicted=17.679001, expected=4.000000 predicted=17.508872, expected=12.000000 predicted=15.908975, expected=20.000000 predicted=19.270078, expected=24.000000 predicted=24.245360, expected=20.000000 predicted=22.354975, expected=12.000000 predicted=15.105318, expected=48.000000 predicted=21.471983, expected=48.000000 predicted=27.538590, expected=32.000000 predicted=29.765718, expected=8.000000 predicted=27.904471, expected=24.000000 predicted=29.929286, expected=24.000000 predicted=31.781253, expected=32.000000 predicted=27.806126, expected=4.000000 predicted=20.460866, expected=28.000000 predicted=19.815480, expected=20.000000 predicted=22.158239, expected=40.000000 predicted=24.144878, expected=4.000000 predicted=20.996032, expected=16.000000 predicted=19.058882, expected=40.000000 predicted=23.980020, expected=20.000000 predicted=23.927931, expected=44.000000 predicted=25.254192, expected=20.000000 predicted=23.767729, expected=12.000000 predicted=26.386546, expected=12.000000 predicted=24.990442, expected=12.000000 predicted=21.419673, expected=28.000000 predicted=20.815845, expected=24.000000 predicted=17.252746, expected=76.000000 predicted=24.589036, expected=24.000000 predicted=28.516078, expected=4.000000 predicted=28.531382, expected=24.000000 predicted=30.305016, expected=4.000000 predicted=29.346333, expected=20.000000 predicted=25.269529, expected=16.000000 predicted=14.643313, expected=56.000000 predicted=19.369116, expected=40.000000 predicted=24.949838, expected=16.000000 predicted=25.039860, expected=32.000000 predicted=29.278182, expected=48.000000 predicted=35.355945, expected=48.000000 predicted=39.488744, expected=24.000000 predicted=33.871401, expected=4.000000 predicted=29.652191, expected=12.000000 predicted=29.670517, expected=28.000000 predicted=28.369527, expected=20.000000 predicted=22.507397, expected=12.000000 predicted=15.874482, expected=44.000000 predicted=18.833374, expected=12.000000 predicted=21.823197, expected=8.000000 predicted=20.745095, expected=16.000000 predicted=18.521985, expected=24.000000 predicted=20.299598, expected=8.000000 predicted=18.366265, expected=4.000000 predicted=11.874650, expected=12.000000 predicted=12.180998, expected=12.000000 predicted=13.060901, expected=28.000000 predicted=13.650028, expected=52.000000 predicted=17.414352, expected=40.000000 predicted=23.358239, expected=20.000000 predicted=26.572712, expected=4.000000 predicted=26.766323, expected=20.000000 predicted=28.879953, expected=16.000000 predicted=26.251469, expected=20.000000 predicted=19.720626, expected=44.000000 predicted=19.097064, expected=16.000000 predicted=19.883725, expected=8.000000 predicted=20.537099, expected=4.000000 Test MSE: 319.708
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897])] predicted=58.572345, expected=4.000000 predicted=48.769227, expected=80.000000 predicted=41.319450, expected=40.000000 predicted=46.916037, expected=12.000000 predicted=53.133110, expected=24.000000 predicted=30.376050, expected=52.000000 predicted=31.197309, expected=8.000000 predicted=36.871606, expected=44.000000 predicted=31.584576, expected=20.000000 predicted=25.153829, expected=24.000000 predicted=30.232884, expected=28.000000 predicted=28.720580, expected=8.000000 predicted=22.854582, expected=128.000000 predicted=33.953364, expected=4.000000 predicted=36.557880, expected=28.000000 predicted=47.374372, expected=32.000000 predicted=34.829903, expected=48.000000 predicted=39.089938, expected=56.000000 predicted=46.325246, expected=48.000000 predicted=36.616983, expected=20.000000 predicted=42.174046, expected=4.000000 predicted=38.486358, expected=48.000000 predicted=34.639651, expected=44.000000 predicted=32.996700, expected=32.000000 predicted=34.134903, expected=20.000000 predicted=30.110743, expected=28.000000 predicted=29.902775, expected=80.000000 predicted=36.564143, expected=28.000000 predicted=38.416278, expected=28.000000 predicted=40.823126, expected=96.000000 predicted=40.699034, expected=12.000000 predicted=47.094054, expected=52.000000 predicted=53.717354, expected=16.000000 predicted=38.485264, expected=16.000000 predicted=41.039009, expected=28.000000 predicted=34.271275, expected=56.000000 predicted=26.417110, expected=28.000000 predicted=32.449344, expected=36.000000 predicted=32.028462, expected=20.000000 predicted=31.498221, expected=16.000000 predicted=32.759769, expected=16.000000 predicted=28.763381, expected=4.000000 predicted=21.017500, expected=72.000000 predicted=21.773771, expected=16.000000 predicted=22.938383, expected=40.000000 predicted=30.408826, expected=32.000000 predicted=28.266789, expected=132.000000 predicted=40.418434, expected=36.000000 predicted=55.114308, expected=20.000000 predicted=57.101023, expected=48.000000 predicted=51.732649, expected=60.000000 predicted=51.245496, expected=60.000000 predicted=56.385410, expected=28.000000 predicted=45.195077, expected=56.000000 predicted=46.711047, expected=36.000000 predicted=47.739957, expected=100.000000 predicted=51.529232, expected=44.000000 predicted=53.271798, expected=32.000000 predicted=56.030649, expected=16.000000 predicted=51.444645, expected=24.000000 predicted=43.748379, expected=100.000000 predicted=43.625966, expected=32.000000 predicted=39.644626, expected=24.000000 predicted=43.891521, expected=60.000000 predicted=41.810790, expected=52.000000 predicted=47.491561, expected=8.000000 predicted=49.157686, expected=20.000000 predicted=36.685941, expected=12.000000 predicted=30.593540, expected=28.000000 predicted=28.415292, expected=32.000000 predicted=22.291231, expected=16.000000 predicted=20.360742, expected=24.000000 predicted=22.746675, expected=132.000000 predicted=30.104860, expected=36.000000 predicted=42.109154, expected=28.000000 predicted=53.799644, expected=72.000000 predicted=51.515087, expected=16.000000 predicted=53.955596, expected=44.000000 predicted=55.323922, expected=52.000000 predicted=38.409127, expected=124.000000 predicted=48.339265, expected=16.000000 predicted=55.834906, expected=20.000000 predicted=56.910346, expected=48.000000 predicted=51.307191, expected=28.000000 predicted=47.295980, expected=16.000000 predicted=42.347020, expected=28.000000 predicted=27.164042, expected=20.000000 predicted=26.574349, expected=24.000000 predicted=26.817195, expected=16.000000 predicted=22.282262, expected=20.000000 predicted=21.243058, expected=88.000000 predicted=25.829828, expected=20.000000 predicted=30.129946, expected=24.000000 predicted=38.231144, expected=20.000000 predicted=33.800670, expected=24.000000 predicted=33.329286, expected=44.000000 predicted=32.483292, expected=28.000000 predicted=25.919072, expected=4.000000 predicted=27.652835, expected=4.000000 predicted=24.020861, expected=12.000000 predicted=19.228671, expected=12.000000 predicted=15.478039, expected=4.000000 predicted=10.457749, expected=28.000000 predicted=9.413291, expected=40.000000 predicted=13.299570, expected=52.000000 predicted=22.003704, expected=40.000000 predicted=29.446634, expected=28.000000 predicted=35.257354, expected=48.000000 predicted=39.646165, expected=36.000000 predicted=39.876634, expected=24.000000 predicted=39.424627, expected=48.000000 predicted=36.683829, expected=124.000000 predicted=43.158183, expected=44.000000 predicted=52.199375, expected=16.000000 predicted=58.956867, expected=12.000000 predicted=51.416810, expected=16.000000 predicted=44.539893, expected=16.000000 predicted=34.732061, expected=56.000000 predicted=23.133172, expected=28.000000 predicted=22.274256, expected=68.000000 predicted=32.337296, expected=32.000000 predicted=35.994707, expected=24.000000 predicted=41.235182, expected=32.000000 predicted=40.460081, expected=16.000000 predicted=33.928794, expected=20.000000 predicted=32.083620, expected=48.000000 predicted=26.436958, expected=64.000000 predicted=30.515196, expected=48.000000 predicted=37.559355, expected=28.000000 predicted=40.540789, expected=8.000000 predicted=39.677581, expected=24.000000 predicted=37.379504, expected=32.000000 predicted=31.713767, expected=56.000000 predicted=29.990509, expected=28.000000 predicted=28.971491, expected=20.000000 predicted=30.918262, expected=24.000000 predicted=31.586974, expected=12.000000 predicted=29.148756, expected=36.000000 predicted=28.359507, expected=32.000000 predicted=23.631424, expected=36.000000 predicted=26.541380, expected=44.000000 predicted=29.959240, expected=44.000000 predicted=33.670146, expected=36.000000 predicted=38.465289, expected=16.000000 predicted=36.612993, expected=28.000000 predicted=34.986516, expected=4.000000 predicted=29.063531, expected=20.000000 predicted=25.134954, expected=36.000000 predicted=21.073244, expected=52.000000 predicted=23.783312, expected=12.000000 predicted=26.217466, expected=48.000000 predicted=29.907838, expected=16.000000 predicted=30.287794, expected=40.000000 predicted=34.630840, expected=28.000000 predicted=31.644171, expected=32.000000 predicted=29.960854, expected=48.000000 predicted=34.014066, expected=28.000000 predicted=32.159533, expected=12.000000 predicted=33.629606, expected=24.000000 predicted=29.404347, expected=40.000000 predicted=28.867209, expected=20.000000 predicted=28.196262, expected=40.000000 predicted=27.531347, expected=8.000000 predicted=24.743204, expected=28.000000 predicted=27.760273, expected=16.000000 predicted=24.648333, expected=12.000000 predicted=21.599366, expected=36.000000 predicted=22.022255, expected=56.000000 predicted=23.120237, expected=16.000000 predicted=27.923444, expected=28.000000 predicted=29.699812, expected=24.000000 predicted=28.571352, expected=76.000000 predicted=36.294339, expected=16.000000 predicted=35.432945, expected=64.000000 predicted=38.502789, expected=96.000000 predicted=46.012384, expected=4.000000 predicted=49.933658, expected=52.000000 predicted=55.545961, expected=8.000000 predicted=40.442977, expected=40.000000 predicted=44.848106, expected=40.000000 predicted=36.830190, expected=52.000000 predicted=31.980815, expected=32.000000 predicted=37.511181, expected=28.000000 predicted=35.459383, expected=8.000000 predicted=35.103509, expected=36.000000 predicted=32.374873, expected=12.000000 predicted=27.301897, expected=24.000000 predicted=23.999191, expected=8.000000 predicted=19.546488, expected=56.000000 predicted=21.995499, expected=4.000000 predicted=23.214047, expected=4.000000 predicted=21.595610, expected=12.000000 predicted=17.985639, expected=8.000000 predicted=14.962230, expected=24.000000 predicted=16.612070, expected=36.000000 predicted=12.700190, expected=44.000000 predicted=19.919938, expected=36.000000 predicted=26.710000, expected=44.000000 predicted=32.379240, expected=32.000000 predicted=36.438159, expected=28.000000 predicted=37.745618, expected=16.000000 predicted=34.339448, expected=28.000000 predicted=30.655581, expected=24.000000 predicted=27.897576, expected=32.000000 predicted=26.259669, expected=20.000000 predicted=24.863851, expected=4.000000 predicted=22.491892, expected=28.000000 predicted=22.269110, expected=28.000000 predicted=20.944686, expected=8.000000 predicted=20.893789, expected=60.000000 predicted=22.871328, expected=8.000000 predicted=22.597557, expected=76.000000 predicted=33.461279, expected=16.000000 predicted=32.639168, expected=16.000000 predicted=34.787215, expected=132.000000 predicted=42.489435, expected=76.000000 predicted=49.882257, expected=44.000000 predicted=65.796107, expected=64.000000 predicted=60.266195, expected=40.000000 predicted=63.386176, expected=28.000000 predicted=65.822549, expected=20.000000 predicted=45.959348, expected=4.000000 predicted=34.222421, expected=52.000000 predicted=31.956267, expected=20.000000 predicted=25.532134, expected=4.000000 predicted=24.555854, expected=28.000000 predicted=20.969213, expected=32.000000 predicted=21.665404, expected=28.000000 predicted=26.646857, expected=24.000000 predicted=23.393504, expected=4.000000 predicted=21.917175, expected=24.000000 predicted=23.294477, expected=72.000000 predicted=26.181832, expected=28.000000 predicted=29.298816, expected=12.000000 predicted=31.774179, expected=8.000000 predicted=26.645334, expected=24.000000 predicted=27.417568, expected=20.000000 predicted=25.136540, expected=4.000000 predicted=16.832818, expected=12.000000 predicted=14.021879, expected=44.000000 predicted=16.437146, expected=20.000000 predicted=19.574834, expected=44.000000 predicted=24.491808, expected=52.000000 predicted=28.002757, expected=24.000000 predicted=34.406667, expected=20.000000 predicted=36.042920, expected=12.000000 predicted=29.551551, expected=12.000000 predicted=27.204797, expected=12.000000 predicted=20.931186, expected=8.000000 predicted=14.473455, expected=32.000000 predicted=14.762644, expected=16.000000 predicted=14.642392, expected=4.000000 predicted=15.901563, expected=24.000000 predicted=15.775317, expected=12.000000 predicted=15.349792, expected=24.000000 predicted=18.425214, expected=52.000000 predicted=19.821092, expected=48.000000 predicted=26.531954, expected=16.000000 predicted=31.784884, expected=24.000000 predicted=31.641979, expected=16.000000 predicted=29.749733, expected=40.000000 predicted=31.273154, expected=4.000000 predicted=24.255274, expected=16.000000 predicted=21.260920, expected=32.000000 predicted=20.086068, expected=8.000000 predicted=19.542577, expected=12.000000 predicted=19.513495, expected=32.000000 predicted=16.247666, expected=12.000000 predicted=18.347521, expected=20.000000 predicted=20.002484, expected=16.000000 predicted=16.512742, expected=36.000000 predicted=20.729970, expected=8.000000 predicted=20.486896, expected=48.000000 predicted=23.451434, expected=12.000000 predicted=22.680648, expected=8.000000 predicted=24.234193, expected=24.000000 predicted=21.563080, expected=32.000000 predicted=20.586593, expected=20.000000 predicted=23.502951, expected=4.000000 predicted=18.627222, expected=20.000000 predicted=18.421641, expected=16.000000 predicted=18.085370, expected=12.000000 predicted=17.330895, expected=8.000000 predicted=13.636486, expected=20.000000 predicted=13.111372, expected=8.000000 predicted=13.549918, expected=8.000000 predicted=12.682291, expected=36.000000 predicted=13.820863, expected=12.000000 predicted=14.861754, expected=28.000000 predicted=19.537914, expected=20.000000 predicted=18.340376, expected=20.000000 predicted=21.524743, expected=28.000000 predicted=23.194858, expected=12.000000 predicted=20.522826, expected=56.000000 predicted=25.940649, expected=16.000000 predicted=24.731649, expected=16.000000 predicted=27.769486, expected=36.000000 predicted=26.110832, expected=24.000000 predicted=26.212037, expected=16.000000 predicted=27.823640, expected=36.000000 predicted=23.670469, expected=8.000000 predicted=22.952665, expected=8.000000 predicted=22.886031, expected=20.000000 predicted=17.661514, expected=12.000000 predicted=16.081330, expected=40.000000 predicted=19.180322, expected=24.000000 predicted=17.962433, expected=16.000000 predicted=22.088366, expected=24.000000 predicted=22.837397, expected=4.000000 predicted=20.659923, expected=16.000000 predicted=20.733504, expected=20.000000 predicted=15.895641, expected=8.000000 predicted=14.986462, expected=32.000000 predicted=16.616069, expected=12.000000 predicted=15.062427, expected=20.000000 predicted=19.081952, expected=20.000000 predicted=17.973847, expected=20.000000 predicted=18.935568, expected=36.000000 predicted=22.141399, expected=16.000000 predicted=20.976913, expected=8.000000 predicted=21.939602, expected=20.000000 predicted=19.714865, expected=16.000000 predicted=18.525284, expected=32.000000 predicted=20.254102, expected=20.000000 predicted=18.316896, expected=24.000000 predicted=21.057817, expected=20.000000 predicted=21.951217, expected=8.000000 predicted=21.047744, expected=24.000000 predicted=20.839454, expected=8.000000 predicted=16.917501, expected=36.000000 predicted=19.387554, expected=48.000000 predicted=21.425413, expected=20.000000 predicted=25.468274, expected=20.000000 predicted=28.141479, expected=4.000000 predicted=23.796222, expected=8.000000 predicted=23.007266, expected=24.000000 predicted=18.502163, expected=24.000000 predicted=15.467655, expected=20.000000 predicted=16.899742, expected=12.000000 predicted=16.355762, expected=36.000000 predicted=20.176068, expected=16.000000 predicted=21.352021, expected=4.000000 predicted=20.668411, expected=48.000000 predicted=20.910342, expected=16.000000 predicted=20.947862, expected=8.000000 predicted=23.897965, expected=12.000000 predicted=17.467371, expected=40.000000 predicted=19.794736, expected=16.000000 predicted=22.001280, expected=16.000000 predicted=19.920525, expected=52.000000 predicted=22.309629, expected=8.000000 predicted=24.277683, expected=16.000000 predicted=27.155890, expected=16.000000 predicted=19.962118, expected=20.000000 predicted=21.137636, expected=32.000000 predicted=22.168646, expected=24.000000 predicted=19.293835, expected=24.000000 predicted=22.831393, expected=20.000000 predicted=23.042140, expected=28.000000 predicted=24.584257, expected=24.000000 predicted=24.745588, expected=8.000000 predicted=22.478534, expected=20.000000 predicted=20.953772, expected=24.000000 predicted=19.432307, expected=24.000000 predicted=20.865547, expected=4.000000 predicted=18.305599, expected=16.000000 predicted=16.939020, expected=24.000000 predicted=17.116247, expected=4.000000 predicted=16.319859, expected=44.000000 predicted=18.326979, expected=12.000000 predicted=16.601241, expected=12.000000 predicted=21.266882, expected=4.000000 predicted=16.731092, expected=28.000000 predicted=16.760466, expected=16.000000 predicted=17.486577, expected=32.000000 predicted=17.495850, expected=28.000000 predicted=19.291990, expected=28.000000 predicted=23.557905, expected=16.000000 predicted=25.276828, expected=48.000000 predicted=27.278175, expected=20.000000 predicted=27.879049, expected=4.000000 predicted=26.992099, expected=48.000000 predicted=25.730841, expected=44.000000 predicted=27.210210, expected=68.000000 predicted=37.574618, expected=24.000000 predicted=36.074049, expected=32.000000 predicted=40.465234, expected=40.000000 predicted=41.321011, expected=28.000000 predicted=39.317796, expected=48.000000 predicted=38.907051, expected=8.000000 predicted=31.099456, expected=28.000000 predicted=32.392005, expected=16.000000 predicted=26.703433, expected=16.000000 predicted=24.765749, expected=8.000000 predicted=20.146729, expected=20.000000 predicted=16.049399, expected=28.000000 predicted=17.639865, expected=16.000000 predicted=17.542609, expected=24.000000 predicted=19.161315, expected=12.000000 predicted=18.389162, expected=44.000000 predicted=23.078902, expected=8.000000 Test MSE: 504.788
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171])] predicted=36.707202, expected=44.000000 predicted=35.529782, expected=48.000000 predicted=30.464878, expected=28.000000 predicted=29.467624, expected=32.000000 predicted=32.858902, expected=52.000000 predicted=34.265940, expected=32.000000 predicted=39.034498, expected=60.000000 predicted=46.847635, expected=84.000000 predicted=51.867221, expected=60.000000 predicted=51.570646, expected=36.000000 predicted=48.643894, expected=40.000000 predicted=45.263925, expected=48.000000 predicted=55.111905, expected=32.000000 predicted=52.602431, expected=40.000000 predicted=44.998264, expected=72.000000 predicted=49.154751, expected=56.000000 predicted=48.660898, expected=36.000000 predicted=44.560747, expected=44.000000 predicted=42.709112, expected=60.000000 predicted=51.894915, expected=16.000000 predicted=44.962059, expected=28.000000 predicted=40.187840, expected=36.000000 predicted=35.959536, expected=24.000000 predicted=34.921475, expected=16.000000 predicted=31.764685, expected=32.000000 predicted=25.047136, expected=12.000000 predicted=22.413504, expected=24.000000 predicted=26.394791, expected=28.000000 predicted=23.553559, expected=64.000000 predicted=35.378788, expected=64.000000 predicted=42.018383, expected=12.000000 predicted=24.630806, expected=12.000000 predicted=26.625623, expected=16.000000 predicted=28.182780, expected=36.000000 predicted=41.261615, expected=44.000000 predicted=39.392936, expected=76.000000 predicted=38.834122, expected=76.000000 predicted=44.732074, expected=36.000000 predicted=38.462192, expected=20.000000 predicted=38.411634, expected=40.000000 predicted=46.131156, expected=24.000000 predicted=46.764328, expected=24.000000 predicted=41.260900, expected=56.000000 predicted=38.901996, expected=24.000000 predicted=27.466693, expected=20.000000 predicted=30.398457, expected=16.000000 predicted=23.109754, expected=28.000000 predicted=28.057540, expected=56.000000 predicted=43.059822, expected=36.000000 predicted=30.060691, expected=24.000000 predicted=26.379900, expected=60.000000 predicted=37.978340, expected=36.000000 predicted=36.941802, expected=28.000000 predicted=40.536751, expected=32.000000 predicted=34.160912, expected=36.000000 predicted=34.373077, expected=72.000000 predicted=53.908708, expected=28.000000 predicted=34.978494, expected=36.000000 predicted=36.374537, expected=20.000000 predicted=31.220495, expected=48.000000 predicted=42.608867, expected=52.000000 predicted=49.638712, expected=40.000000 predicted=36.529275, expected=40.000000 predicted=38.131735, expected=28.000000 predicted=32.358322, expected=36.000000 predicted=41.349352, expected=24.000000 predicted=36.266729, expected=16.000000 predicted=29.166974, expected=36.000000 predicted=33.057862, expected=52.000000 predicted=36.246822, expected=28.000000 predicted=31.568278, expected=52.000000 predicted=36.492742, expected=100.000000 predicted=54.065554, expected=56.000000 predicted=51.237309, expected=20.000000 predicted=43.597290, expected=16.000000 predicted=34.621820, expected=8.000000 predicted=36.859214, expected=32.000000 predicted=49.180444, expected=32.000000 predicted=33.267639, expected=44.000000 predicted=29.141298, expected=44.000000 predicted=29.788753, expected=24.000000 predicted=24.844443, expected=12.000000 predicted=26.407204, expected=52.000000 predicted=38.841228, expected=48.000000 predicted=41.200957, expected=60.000000 predicted=45.931810, expected=44.000000 predicted=36.800704, expected=48.000000 predicted=39.591860, expected=24.000000 predicted=41.185360, expected=32.000000 predicted=41.648716, expected=48.000000 predicted=47.049716, expected=20.000000 predicted=33.738355, expected=36.000000 predicted=37.415963, expected=48.000000 predicted=35.550077, expected=20.000000 predicted=30.610067, expected=20.000000 predicted=31.690459, expected=28.000000 predicted=26.657485, expected=20.000000 predicted=28.380802, expected=60.000000 predicted=42.373362, expected=48.000000 predicted=33.435982, expected=48.000000 predicted=37.147103, expected=36.000000 predicted=35.664448, expected=40.000000 predicted=38.037557, expected=24.000000 predicted=41.026517, expected=40.000000 predicted=41.574239, expected=68.000000 predicted=49.805744, expected=60.000000 predicted=47.025812, expected=48.000000 predicted=45.320295, expected=28.000000 predicted=35.984031, expected=24.000000 predicted=39.085447, expected=48.000000 predicted=51.093087, expected=36.000000 predicted=43.262055, expected=24.000000 predicted=34.465400, expected=48.000000 predicted=36.340192, expected=32.000000 predicted=32.449909, expected=32.000000 predicted=37.984718, expected=32.000000 predicted=33.152745, expected=28.000000 predicted=30.343613, expected=24.000000 predicted=33.231961, expected=36.000000 predicted=32.291344, expected=52.000000 predicted=38.168749, expected=28.000000 predicted=31.504944, expected=28.000000 predicted=30.505018, expected=20.000000 predicted=26.680384, expected=48.000000 predicted=39.493832, expected=28.000000 predicted=35.318957, expected=40.000000 predicted=33.621986, expected=48.000000 predicted=36.289702, expected=44.000000 predicted=36.647127, expected=16.000000 predicted=33.490642, expected=40.000000 predicted=35.725634, expected=40.000000 predicted=38.737693, expected=20.000000 predicted=33.996109, expected=40.000000 predicted=36.580520, expected=80.000000 predicted=45.114309, expected=44.000000 predicted=42.997254, expected=20.000000 predicted=35.214222, expected=20.000000 predicted=29.273666, expected=32.000000 predicted=38.652279, expected=16.000000 predicted=38.982780, expected=20.000000 predicted=27.557589, expected=64.000000 predicted=35.859783, expected=28.000000 predicted=27.032104, expected=16.000000 predicted=26.814668, expected=20.000000 predicted=22.678040, expected=28.000000 predicted=27.953238, expected=16.000000 predicted=32.029861, expected=20.000000 predicted=22.274868, expected=44.000000 predicted=27.411978, expected=24.000000 predicted=23.635755, expected=20.000000 predicted=24.629060, expected=24.000000 predicted=22.473408, expected=8.000000 predicted=18.998385, expected=24.000000 predicted=28.076341, expected=40.000000 predicted=27.325513, expected=40.000000 predicted=28.367307, expected=48.000000 predicted=33.482859, expected=12.000000 predicted=19.863655, expected=12.000000 predicted=24.492850, expected=32.000000 predicted=32.707517, expected=24.000000 predicted=29.546146, expected=60.000000 predicted=41.929572, expected=48.000000 predicted=30.732391, expected=56.000000 predicted=38.431499, expected=44.000000 predicted=40.777349, expected=20.000000 predicted=33.360765, expected=8.000000 predicted=35.287782, expected=44.000000 predicted=41.331246, expected=44.000000 predicted=41.814396, expected=48.000000 predicted=40.077047, expected=44.000000 predicted=33.313166, expected=36.000000 predicted=31.386332, expected=40.000000 predicted=42.274326, expected=16.000000 predicted=33.371018, expected=16.000000 predicted=32.128316, expected=36.000000 predicted=34.904126, expected=44.000000 predicted=35.729146, expected=48.000000 predicted=38.234062, expected=24.000000 predicted=25.428325, expected=24.000000 predicted=27.026227, expected=28.000000 predicted=32.757941, expected=24.000000 predicted=32.652317, expected=40.000000 predicted=36.818175, expected=52.000000 predicted=35.323689, expected=40.000000 predicted=33.800811, expected=20.000000 predicted=28.855642, expected=20.000000 predicted=27.726963, expected=12.000000 predicted=27.836096, expected=24.000000 predicted=32.178312, expected=72.000000 predicted=43.656379, expected=52.000000 predicted=34.855090, expected=40.000000 predicted=34.082813, expected=56.000000 predicted=39.263979, expected=36.000000 predicted=39.590738, expected=36.000000 predicted=50.522875, expected=40.000000 predicted=43.751022, expected=4.000000 predicted=28.223547, expected=40.000000 predicted=41.224761, expected=72.000000 predicted=45.928934, expected=12.000000 predicted=28.788315, expected=24.000000 predicted=31.794680, expected=24.000000 predicted=21.768556, expected=36.000000 predicted=37.656306, expected=44.000000 predicted=44.109030, expected=60.000000 predicted=35.994889, expected=44.000000 predicted=36.486960, expected=16.000000 predicted=29.068137, expected=56.000000 predicted=45.110224, expected=32.000000 predicted=39.323536, expected=28.000000 predicted=41.662143, expected=40.000000 predicted=37.601391, expected=60.000000 predicted=40.167881, expected=52.000000 predicted=48.461329, expected=16.000000 predicted=30.775047, expected=32.000000 predicted=34.813921, expected=24.000000 predicted=34.213078, expected=4.000000 predicted=30.711642, expected=32.000000 predicted=33.036864, expected=12.000000 predicted=16.576726, expected=48.000000 predicted=33.497372, expected=32.000000 predicted=25.237400, expected=32.000000 predicted=24.512430, expected=32.000000 predicted=30.610457, expected=16.000000 predicted=22.531456, expected=40.000000 predicted=38.166008, expected=88.000000 predicted=50.631144, expected=72.000000 predicted=49.961457, expected=24.000000 predicted=36.531059, expected=48.000000 predicted=41.732478, expected=28.000000 predicted=42.183264, expected=32.000000 predicted=53.735252, expected=32.000000 predicted=42.923392, expected=60.000000 predicted=41.280906, expected=28.000000 predicted=36.522118, expected=24.000000 predicted=30.845583, expected=36.000000 predicted=34.242866, expected=40.000000 predicted=37.135714, expected=20.000000 predicted=35.659699, expected=36.000000 predicted=31.713808, expected=64.000000 predicted=40.993884, expected=44.000000 predicted=40.006029, expected=36.000000 predicted=39.018807, expected=36.000000 predicted=34.206795, expected=16.000000 predicted=32.509044, expected=52.000000 predicted=49.322388, expected=56.000000 predicted=44.141565, expected=28.000000 predicted=34.901908, expected=20.000000 predicted=30.818593, expected=44.000000 predicted=34.356025, expected=44.000000 predicted=43.790356, expected=52.000000 predicted=46.806936, expected=44.000000 predicted=37.145817, expected=28.000000 predicted=32.328528, expected=68.000000 predicted=52.093152, expected=12.000000 predicted=33.329953, expected=52.000000 predicted=48.600015, expected=40.000000 predicted=39.256904, expected=32.000000 predicted=36.545194, expected=52.000000 predicted=49.018646, expected=24.000000 predicted=27.875085, expected=24.000000 predicted=37.539909, expected=28.000000 predicted=32.620710, expected=16.000000 predicted=27.092342, expected=32.000000 predicted=34.504892, expected=28.000000 predicted=25.210978, expected=48.000000 predicted=33.524371, expected=52.000000 predicted=36.535136, expected=28.000000 predicted=29.056902, expected=16.000000 predicted=28.880487, expected=28.000000 predicted=31.117429, expected=20.000000 predicted=32.326019, expected=36.000000 predicted=36.191303, expected=52.000000 predicted=34.524090, expected=28.000000 predicted=26.632707, expected=28.000000 predicted=30.223332, expected=12.000000 predicted=22.542215, expected=32.000000 predicted=33.485016, expected=32.000000 predicted=34.552468, expected=28.000000 predicted=27.680150, expected=72.000000 predicted=42.086331, expected=40.000000 predicted=31.455142, expected=40.000000 predicted=39.702201, expected=16.000000 predicted=29.772064, expected=12.000000 predicted=29.108955, expected=20.000000 predicted=37.245445, expected=28.000000 predicted=29.721546, expected=52.000000 predicted=36.425559, expected=44.000000 predicted=29.436389, expected=36.000000 predicted=29.104919, expected=40.000000 predicted=33.713346, expected=36.000000 predicted=36.486279, expected=48.000000 predicted=46.155516, expected=32.000000 predicted=37.894329, expected=28.000000 predicted=34.717147, expected=24.000000 predicted=32.518297, expected=48.000000 predicted=39.721046, expected=28.000000 predicted=35.047005, expected=20.000000 predicted=28.264276, expected=24.000000 predicted=26.647154, expected=76.000000 predicted=45.072509, expected=36.000000 predicted=38.819037, expected=48.000000 predicted=39.696398, expected=32.000000 predicted=31.981214, expected=44.000000 predicted=41.380226, expected=32.000000 predicted=46.736339, expected=12.000000 predicted=29.350492, expected=52.000000 predicted=42.724859, expected=20.000000 predicted=28.506974, expected=44.000000 predicted=39.520257, expected=20.000000 predicted=26.160734, expected=28.000000 predicted=27.163933, expected=24.000000 predicted=32.353272, expected=16.000000 predicted=22.761155, expected=36.000000 predicted=32.741352, expected=96.000000 predicted=48.524089, expected=52.000000 predicted=41.054355, expected=20.000000 predicted=32.303174, expected=36.000000 predicted=34.962262, expected=28.000000 predicted=39.962201, expected=32.000000 predicted=51.718894, expected=32.000000 predicted=35.808517, expected=24.000000 predicted=26.074369, expected=40.000000 predicted=34.783466, expected=20.000000 predicted=26.332721, expected=36.000000 predicted=32.848834, expected=36.000000 predicted=31.821027, expected=8.000000 predicted=22.332966, expected=76.000000 predicted=46.800317, expected=84.000000 predicted=48.067646, expected=60.000000 predicted=50.689564, expected=28.000000 predicted=39.269790, expected=44.000000 predicted=41.478926, expected=36.000000 predicted=54.291973, expected=68.000000 predicted=63.893232, expected=56.000000 predicted=51.401242, expected=100.000000 predicted=62.200319, expected=64.000000 predicted=57.096755, expected=60.000000 predicted=58.744562, expected=64.000000 predicted=66.277364, expected=84.000000 predicted=72.844927, expected=24.000000 predicted=61.389748, expected=64.000000 predicted=62.756843, expected=80.000000 predicted=65.476390, expected=108.000000 predicted=80.082807, expected=28.000000 predicted=57.644023, expected=48.000000 predicted=50.541294, expected=28.000000 predicted=52.035341, expected=28.000000 predicted=53.836123, expected=28.000000 predicted=52.144504, expected=72.000000 predicted=45.487964, expected=52.000000 predicted=45.397288, expected=32.000000 predicted=35.700738, expected=20.000000 predicted=31.471211, expected=28.000000 predicted=34.477711, expected=20.000000 predicted=39.821648, expected=40.000000 predicted=38.226606, expected=36.000000 predicted=31.121991, expected=52.000000 predicted=35.261349, expected=24.000000 predicted=29.292949, expected=40.000000 predicted=33.907837, expected=16.000000 predicted=30.536672, expected=20.000000 predicted=29.947198, expected=52.000000 predicted=41.967158, expected=36.000000 predicted=30.925102, expected=40.000000 predicted=36.713386, expected=36.000000 predicted=30.084945, expected=36.000000 predicted=33.502895, expected=36.000000 predicted=40.880808, expected=16.000000 predicted=29.400432, expected=32.000000 predicted=34.179025, expected=68.000000 predicted=44.825837, expected=48.000000 predicted=40.561112, expected=40.000000 predicted=39.060061, expected=20.000000 predicted=28.287654, expected=32.000000 predicted=37.096114, expected=56.000000 predicted=51.854282, expected=52.000000 predicted=45.221602, expected=24.000000 predicted=34.012614, expected=32.000000 predicted=31.954465, expected=48.000000 predicted=41.056880, expected=28.000000 predicted=40.102903, expected=28.000000 predicted=36.730803, expected=20.000000 predicted=26.116900, expected=44.000000 predicted=36.306058, expected=28.000000 predicted=33.973608, expected=40.000000 predicted=33.094227, expected=40.000000 predicted=33.491733, expected=44.000000 predicted=35.126350, expected=36.000000 predicted=38.696999, expected=20.000000 predicted=29.692369, expected=28.000000 predicted=34.248158, expected=48.000000 predicted=39.976036, expected=56.000000 predicted=43.951928, expected=36.000000 predicted=36.180668, expected=32.000000 predicted=32.197243, expected=8.000000 predicted=26.614030, expected=60.000000 predicted=47.545744, expected=36.000000 predicted=40.267048, expected=40.000000 predicted=36.888419, expected=12.000000 predicted=25.813947, expected=20.000000 predicted=23.771026, expected=64.000000 predicted=49.242092, expected=36.000000 predicted=34.760997, expected=60.000000 predicted=43.988642, expected=60.000000 predicted=39.897076, expected=88.000000 predicted=57.038622, expected=64.000000 predicted=61.951236, expected=36.000000 predicted=48.100713, expected=16.000000 predicted=45.669014, expected=36.000000 predicted=49.561714, expected=40.000000 predicted=53.038631, expected=52.000000 predicted=47.907282, expected=60.000000 predicted=43.748319, expected=80.000000 predicted=49.713816, expected=12.000000 predicted=35.008336, expected=20.000000 predicted=37.798973, expected=24.000000 predicted=39.284683, expected=52.000000 predicted=48.765136, expected=32.000000 predicted=42.916239, expected=52.000000 predicted=33.197107, expected=20.000000 predicted=26.809322, expected=40.000000 predicted=35.609583, expected=44.000000 predicted=43.132041, expected=40.000000 predicted=37.526918, expected=20.000000 predicted=34.550926, expected=40.000000 predicted=33.172023, expected=60.000000 predicted=45.577524, expected=56.000000 predicted=46.384305, expected=24.000000 predicted=35.227153, expected=28.000000 predicted=32.310854, expected=28.000000 predicted=37.075615, expected=16.000000 Test MSE: 319.129
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503])] predicted=127.379795, expected=116.000000 predicted=119.875434, expected=184.000000 predicted=151.810104, expected=108.000000 predicted=89.077164, expected=64.000000 predicted=141.958841, expected=108.000000 predicted=158.354628, expected=276.000000 predicted=190.393326, expected=272.000000 predicted=211.516234, expected=208.000000 predicted=165.882115, expected=192.000000 predicted=155.042493, expected=76.000000 predicted=94.926711, expected=48.000000 predicted=157.322121, expected=152.000000 predicted=206.749392, expected=296.000000 predicted=235.167488, expected=280.000000 predicted=223.064001, expected=208.000000 predicted=157.086649, expected=200.000000 predicted=150.215994, expected=200.000000 predicted=179.056747, expected=116.000000 predicted=192.550034, expected=156.000000 predicted=218.692198, expected=280.000000 predicted=243.036434, expected=236.000000 predicted=201.035942, expected=156.000000 predicted=183.073143, expected=116.000000 predicted=134.861446, expected=24.000000 predicted=85.525901, expected=68.000000 predicted=165.903209, expected=104.000000 predicted=156.266642, expected=244.000000 predicted=191.569923, expected=336.000000 predicted=226.751871, expected=124.000000 predicted=72.461579, expected=72.000000 predicted=100.301028, expected=108.000000 predicted=120.099165, expected=44.000000 predicted=115.388782, expected=120.000000 predicted=219.224737, expected=168.000000 predicted=143.588293, expected=216.000000 predicted=140.327454, expected=204.000000 predicted=161.716594, expected=128.000000 predicted=94.778916, expected=104.000000 predicted=122.000870, expected=236.000000 predicted=206.330086, expected=124.000000 predicted=148.303758, expected=172.000000 predicted=193.471681, expected=252.000000 predicted=201.547831, expected=160.000000 predicted=119.129827, expected=144.000000 predicted=197.482385, expected=80.000000 predicted=108.486730, expected=64.000000 predicted=112.027013, expected=128.000000 predicted=183.610998, expected=216.000000 predicted=179.162919, expected=200.000000 predicted=164.793733, expected=120.000000 predicted=107.913761, expected=68.000000 predicted=80.516157, expected=120.000000 predicted=127.579895, expected=84.000000 predicted=133.251523, expected=100.000000 predicted=143.698071, expected=208.000000 predicted=169.600406, expected=208.000000 predicted=131.705854, expected=112.000000 predicted=116.527818, expected=60.000000 predicted=87.951263, expected=68.000000 predicted=87.870144, expected=20.000000 predicted=97.391768, expected=64.000000 predicted=128.915424, expected=156.000000 predicted=132.043759, expected=112.000000 predicted=75.954085, expected=128.000000 predicted=107.308130, expected=116.000000 predicted=77.901457, expected=128.000000 predicted=96.553942, expected=96.000000 predicted=123.119807, expected=40.000000 predicted=74.436151, expected=116.000000 predicted=126.875248, expected=212.000000 predicted=158.792508, expected=84.000000 predicted=90.676907, expected=76.000000 predicted=102.036557, expected=96.000000 predicted=78.922975, expected=72.000000 predicted=80.377530, expected=80.000000 predicted=140.685795, expected=96.000000 predicted=90.937504, expected=192.000000 predicted=135.499625, expected=96.000000 predicted=87.682566, expected=92.000000 predicted=92.439965, expected=84.000000 predicted=90.085087, expected=84.000000 predicted=82.814029, expected=104.000000 predicted=142.857103, expected=64.000000 predicted=75.810306, expected=160.000000 predicted=131.932622, expected=120.000000 predicted=96.401371, expected=60.000000 predicted=71.291928, expected=96.000000 predicted=111.923373, expected=96.000000 predicted=75.444111, expected=64.000000 predicted=102.457130, expected=100.000000 predicted=113.902571, expected=172.000000 predicted=117.429614, expected=96.000000 predicted=86.825532, expected=56.000000 predicted=83.526433, expected=92.000000 predicted=88.421490, expected=48.000000 predicted=62.684646, expected=84.000000 predicted=123.993073, expected=104.000000 predicted=99.164136, expected=112.000000 predicted=81.024617, expected=56.000000 predicted=73.996804, expected=56.000000 predicted=58.854689, expected=60.000000 predicted=71.316567, expected=64.000000 predicted=77.088360, expected=96.000000 predicted=102.020502, expected=100.000000 predicted=76.901032, expected=136.000000 predicted=99.028406, expected=136.000000 predicted=100.336933, expected=128.000000 predicted=99.132105, expected=64.000000 predicted=82.038989, expected=24.000000 predicted=64.371084, expected=76.000000 predicted=105.868999, expected=100.000000 predicted=106.207361, expected=96.000000 predicted=104.442854, expected=100.000000 predicted=87.361903, expected=80.000000 predicted=56.023044, expected=72.000000 predicted=75.133130, expected=88.000000 predicted=94.076154, expected=212.000000 predicted=155.626118, expected=84.000000 predicted=79.378084, expected=124.000000 predicted=116.135245, expected=96.000000 predicted=91.336161, expected=112.000000 predicted=93.882402, expected=88.000000 predicted=145.324557, expected=152.000000 predicted=120.551743, expected=72.000000 predicted=91.276463, expected=140.000000 predicted=124.381601, expected=128.000000 predicted=119.575022, expected=76.000000 predicted=76.519859, expected=148.000000 predicted=158.548486, expected=92.000000 predicted=76.198860, expected=104.000000 predicted=120.846102, expected=76.000000 predicted=103.846986, expected=148.000000 predicted=112.895796, expected=200.000000 predicted=169.764470, expected=224.000000 predicted=156.693074, expected=176.000000 predicted=146.555515, expected=172.000000 predicted=137.068021, expected=96.000000 predicted=122.789262, expected=160.000000 predicted=180.843083, expected=184.000000 predicted=195.800528, expected=356.000000 predicted=264.503880, expected=100.000000 predicted=125.215778, expected=84.000000 predicted=113.450233, expected=32.000000 predicted=108.345991, expected=80.000000 predicted=112.608829, expected=96.000000 predicted=208.336491, expected=140.000000 predicted=115.024166, expected=172.000000 predicted=130.735167, expected=112.000000 predicted=74.380885, expected=64.000000 predicted=79.984981, expected=68.000000 predicted=87.809728, expected=56.000000 predicted=89.647460, expected=164.000000 predicted=163.156772, expected=132.000000 predicted=113.622488, expected=156.000000 predicted=114.506262, expected=192.000000 predicted=141.297825, expected=88.000000 predicted=69.454795, expected=104.000000 predicted=141.263119, expected=96.000000 predicted=114.477216, expected=68.000000 predicted=101.167696, expected=112.000000 predicted=150.439629, expected=232.000000 predicted=160.714758, expected=124.000000 predicted=103.141081, expected=44.000000 predicted=80.095214, expected=64.000000 predicted=82.309054, expected=56.000000 predicted=72.805761, expected=132.000000 predicted=170.411364, expected=228.000000 predicted=173.666561, expected=296.000000 predicted=171.232947, expected=184.000000 predicted=129.187172, expected=104.000000 predicted=98.966578, expected=148.000000 predicted=153.423221, expected=28.000000 predicted=108.777703, expected=148.000000 predicted=218.006026, expected=240.000000 predicted=206.805702, expected=176.000000 predicted=126.800660, expected=100.000000 predicted=135.557323, expected=52.000000 predicted=55.067541, expected=124.000000 predicted=134.837263, expected=100.000000 predicted=152.250715, expected=132.000000 predicted=149.235819, expected=172.000000 predicted=140.786907, expected=304.000000 predicted=183.049231, expected=132.000000 predicted=120.520760, expected=80.000000 predicted=106.307699, expected=92.000000 predicted=125.505299, expected=68.000000 predicted=102.853779, expected=96.000000 predicted=188.037898, expected=232.000000 predicted=183.596548, expected=332.000000 predicted=203.313900, expected=112.000000 predicted=96.356448, expected=132.000000 predicted=130.574842, expected=92.000000 predicted=101.028351, expected=136.000000 predicted=167.083880, expected=64.000000 predicted=184.960714, expected=96.000000 predicted=105.558106, expected=144.000000 predicted=138.897776, expected=152.000000 predicted=114.827216, expected=172.000000 predicted=156.455705, expected=112.000000 predicted=92.302213, expected=144.000000 predicted=127.442613, expected=132.000000 predicted=136.622245, expected=164.000000 predicted=154.518147, expected=204.000000 predicted=188.556783, expected=160.000000 predicted=134.032262, expected=72.000000 predicted=111.010905, expected=208.000000 predicted=183.047981, expected=172.000000 predicted=154.437908, expected=92.000000 predicted=139.084974, expected=160.000000 predicted=176.227428, expected=280.000000 predicted=176.332449, expected=172.000000 predicted=172.055320, expected=96.000000 predicted=144.871208, expected=92.000000 predicted=108.824864, expected=52.000000 predicted=94.196340, expected=128.000000 predicted=194.091911, expected=144.000000 predicted=149.420684, expected=216.000000 predicted=155.685171, expected=188.000000 predicted=143.634639, expected=92.000000 predicted=77.555826, expected=92.000000 predicted=122.260258, expected=32.000000 predicted=81.877392, expected=60.000000 predicted=128.450508, expected=180.000000 predicted=180.422899, expected=208.000000 predicted=139.840794, expected=180.000000 predicted=138.649166, expected=108.000000 predicted=84.561023, expected=72.000000 predicted=75.179320, expected=84.000000 predicted=129.109048, expected=76.000000 predicted=129.742775, expected=224.000000 predicted=200.919228, expected=256.000000 predicted=176.528276, expected=204.000000 predicted=139.626918, expected=120.000000 predicted=118.523442, expected=116.000000 predicted=107.607606, expected=100.000000 predicted=153.727146, expected=132.000000 predicted=183.586538, expected=124.000000 predicted=157.267825, expected=244.000000 predicted=186.255234, expected=168.000000 predicted=136.754137, expected=88.000000 predicted=98.547183, expected=72.000000 predicted=115.238531, expected=32.000000 predicted=70.235123, expected=40.000000 predicted=130.352165, expected=104.000000 predicted=131.091704, expected=176.000000 predicted=127.291538, expected=76.000000 predicted=68.231869, expected=80.000000 predicted=70.268191, expected=20.000000 predicted=34.368605, expected=40.000000 predicted=66.498794, expected=84.000000 predicted=124.580342, expected=36.000000 predicted=45.871096, expected=144.000000 predicted=119.145282, expected=68.000000 predicted=40.612239, expected=108.000000 predicted=78.594049, expected=172.000000 predicted=135.986632, expected=80.000000 predicted=49.687121, expected=308.000000 predicted=240.811925, expected=160.000000 predicted=106.372869, expected=172.000000 predicted=147.411388, expected=136.000000 predicted=167.379566, expected=100.000000 predicted=86.277066, expected=72.000000 predicted=181.997461, expected=152.000000 predicted=154.492962, expected=348.000000 predicted=257.139424, expected=96.000000 predicted=99.378712, expected=156.000000 predicted=153.569091, expected=148.000000 predicted=123.396521, expected=56.000000 predicted=87.479918, expected=100.000000 predicted=220.951802, expected=124.000000 predicted=107.550858, expected=272.000000 predicted=208.680398, expected=152.000000 predicted=141.985730, expected=76.000000 predicted=79.193409, expected=96.000000 predicted=113.549678, expected=56.000000 predicted=80.887582, expected=72.000000 predicted=159.062667, expected=236.000000 predicted=193.676252, expected=140.000000 predicted=96.975776, expected=68.000000 predicted=89.531978, expected=120.000000 predicted=105.944207, expected=104.000000 predicted=81.896194, expected=124.000000 predicted=169.871059, expected=112.000000 predicted=125.199028, expected=192.000000 predicted=134.463599, expected=204.000000 predicted=159.926275, expected=104.000000 predicted=104.060375, expected=80.000000 predicted=113.148805, expected=68.000000 predicted=92.290711, expected=64.000000 predicted=117.269826, expected=100.000000 predicted=143.778890, expected=100.000000 predicted=97.480365, expected=68.000000 predicted=73.177536, expected=60.000000 predicted=68.171506, expected=124.000000 predicted=96.538528, expected=112.000000 predicted=99.313708, expected=40.000000 predicted=68.073300, expected=80.000000 predicted=83.226281, expected=160.000000 predicted=109.971750, expected=220.000000 predicted=163.817762, expected=164.000000 predicted=137.210275, expected=92.000000 predicted=79.365206, expected=132.000000 predicted=118.858398, expected=64.000000 predicted=103.104873, expected=72.000000 predicted=138.944986, expected=156.000000 predicted=158.785811, expected=236.000000 predicted=158.546223, expected=84.000000 predicted=100.666280, expected=60.000000 predicted=79.763022, expected=60.000000 predicted=74.207565, expected=44.000000 predicted=86.818847, expected=88.000000 predicted=151.833639, expected=188.000000 predicted=134.833102, expected=344.000000 predicted=203.605042, expected=152.000000 predicted=101.846950, expected=136.000000 predicted=116.242763, expected=144.000000 predicted=131.515712, expected=68.000000 predicted=113.204426, expected=80.000000 predicted=202.455992, expected=172.000000 predicted=160.829502, expected=184.000000 predicted=149.690393, expected=204.000000 predicted=174.996533, expected=200.000000 predicted=144.305859, expected=80.000000 predicted=83.719667, expected=104.000000 predicted=145.573367, expected=124.000000 predicted=149.058092, expected=112.000000 predicted=144.708336, expected=248.000000 predicted=224.991902, expected=112.000000 predicted=90.014321, expected=212.000000 predicted=171.132323, expected=124.000000 predicted=126.041989, expected=36.000000 predicted=73.012467, expected=88.000000 predicted=170.384829, expected=204.000000 predicted=152.140364, expected=268.000000 predicted=225.669324, expected=136.000000 predicted=128.681342, expected=40.000000 predicted=57.623931, expected=56.000000 predicted=84.284213, expected=4.000000 predicted=88.138421, expected=68.000000 predicted=154.110607, expected=12.000000 predicted=62.827823, expected=80.000000 predicted=61.812724, expected=112.000000 predicted=83.167455, expected=328.000000 predicted=172.886925, expected=268.000000 predicted=165.135132, expected=80.000000 predicted=58.896175, expected=92.000000 predicted=114.814730, expected=68.000000 predicted=87.840797, expected=84.000000 predicted=183.538633, expected=200.000000 predicted=225.032243, expected=184.000000 predicted=126.799065, expected=96.000000 predicted=96.804797, expected=104.000000 predicted=101.449396, expected=140.000000 predicted=114.835245, expected=88.000000 predicted=130.782603, expected=76.000000 predicted=127.551480, expected=168.000000 predicted=137.297783, expected=224.000000 predicted=159.244935, expected=140.000000 predicted=134.654144, expected=136.000000 predicted=126.189608, expected=100.000000 predicted=94.953313, expected=140.000000 predicted=150.938107, expected=100.000000 predicted=151.352676, expected=136.000000 predicted=138.017122, expected=208.000000 predicted=173.315508, expected=100.000000 predicted=93.863349, expected=100.000000 predicted=127.868864, expected=148.000000 predicted=130.583388, expected=60.000000 predicted=86.476623, expected=112.000000 predicted=159.403915, expected=164.000000 predicted=132.750321, expected=288.000000 predicted=192.877721, expected=200.000000 predicted=169.108473, expected=220.000000 predicted=158.456357, expected=136.000000 predicted=133.237213, expected=168.000000 predicted=169.292218, expected=144.000000 predicted=206.522602, expected=256.000000 predicted=226.129095, expected=180.000000 predicted=191.019248, expected=256.000000 predicted=205.184710, expected=224.000000 predicted=200.081000, expected=180.000000 predicted=163.999255, expected=92.000000 predicted=174.365209, expected=128.000000 predicted=157.022203, expected=116.000000 predicted=173.508676, expected=272.000000 predicted=242.667984, expected=160.000000 predicted=159.860850, expected=164.000000 predicted=138.898396, expected=204.000000 predicted=178.455189, expected=96.000000 predicted=99.529114, expected=160.000000 predicted=215.888888, expected=88.000000 predicted=119.653807, expected=308.000000 predicted=237.460338, expected=204.000000 predicted=192.277034, expected=124.000000 predicted=116.603386, expected=148.000000 predicted=171.148369, expected=96.000000 predicted=90.448749, expected=148.000000 predicted=215.997767, expected=192.000000 predicted=192.183016, expected=304.000000 predicted=214.160183, expected=136.000000 predicted=138.449698, expected=180.000000 predicted=156.512717, expected=124.000000 predicted=141.364640, expected=84.000000 predicted=130.290658, expected=108.000000 predicted=198.392155, expected=256.000000 predicted=194.130953, expected=272.000000 predicted=215.485237, expected=100.000000 predicted=113.006171, expected=152.000000 predicted=142.045327, expected=88.000000 predicted=99.388141, expected=96.000000 predicted=163.232796, expected=136.000000 predicted=195.937908, expected=88.000000 predicted=88.765658, expected=192.000000 predicted=173.601998, expected=228.000000 predicted=158.558955, expected=48.000000 predicted=68.936831, expected=180.000000 predicted=174.748588, expected=124.000000 predicted=104.093432, expected=60.000000 predicted=116.292177, expected=180.000000 predicted=206.235138, expected=148.000000 predicted=94.545215, expected=140.000000 predicted=155.718863, expected=104.000000 predicted=119.305064, expected=136.000000 predicted=104.520797, expected=96.000000 predicted=131.481634, expected=76.000000 predicted=109.819457, expected=116.000000 predicted=127.894246, expected=136.000000 predicted=116.406361, expected=48.000000 predicted=86.472731, expected=60.000000 predicted=83.985239, expected=56.000000 predicted=66.194613, expected=136.000000 Test MSE: 3771.049
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295])] predicted=148.658615, expected=156.000000 predicted=149.045716, expected=80.000000 predicted=95.961321, expected=104.000000 predicted=207.391250, expected=212.000000 predicted=255.397124, expected=192.000000 predicted=164.781190, expected=412.000000 predicted=278.341607, expected=192.000000 predicted=136.792631, expected=208.000000 predicted=179.041814, expected=140.000000 predicted=179.747428, expected=100.000000 predicted=162.688679, expected=164.000000 predicted=265.294154, expected=284.000000 predicted=231.526859, expected=176.000000 predicted=182.217274, expected=272.000000 predicted=209.518486, expected=156.000000 predicted=135.469356, expected=240.000000 predicted=213.701950, expected=88.000000 predicted=178.369879, expected=144.000000 predicted=169.709078, expected=340.000000 predicted=288.304251, expected=228.000000 predicted=190.824263, expected=144.000000 predicted=189.473287, expected=144.000000 predicted=130.378999, expected=92.000000 predicted=132.829931, expected=48.000000 predicted=182.351428, expected=116.000000 predicted=162.220768, expected=304.000000 predicted=214.457305, expected=372.000000 predicted=245.019339, expected=60.000000 predicted=80.156292, expected=92.000000 predicted=97.803509, expected=128.000000 predicted=135.756987, expected=92.000000 predicted=191.907828, expected=116.000000 predicted=216.351831, expected=212.000000 predicted=136.919158, expected=268.000000 predicted=177.479881, expected=148.000000 predicted=136.831133, expected=236.000000 predicted=175.474017, expected=132.000000 predicted=131.678146, expected=92.000000 predicted=158.890222, expected=88.000000 predicted=169.478678, expected=260.000000 predicted=203.803972, expected=216.000000 predicted=207.633114, expected=176.000000 predicted=155.629426, expected=124.000000 predicted=117.193955, expected=176.000000 predicted=146.967073, expected=116.000000 predicted=179.680365, expected=88.000000 predicted=149.279040, expected=240.000000 predicted=202.724451, expected=276.000000 predicted=194.318792, expected=200.000000 predicted=183.385545, expected=132.000000 predicted=133.572905, expected=92.000000 predicted=108.359933, expected=100.000000 predicted=170.075795, expected=36.000000 predicted=144.592840, expected=264.000000 predicted=222.654169, expected=172.000000 predicted=139.229804, expected=208.000000 predicted=154.438697, expected=120.000000 predicted=113.531525, expected=68.000000 predicted=73.909542, expected=80.000000 predicted=165.273350, expected=152.000000 predicted=158.338952, expected=132.000000 predicted=156.678690, expected=272.000000 predicted=190.810016, expected=104.000000 predicted=87.758621, expected=80.000000 predicted=94.830255, expected=104.000000 predicted=130.114832, expected=144.000000 predicted=140.911357, expected=184.000000 predicted=209.063111, expected=172.000000 predicted=135.731192, expected=256.000000 predicted=171.215647, expected=204.000000 predicted=157.081332, expected=72.000000 predicted=117.194173, expected=84.000000 predicted=140.735155, expected=76.000000 predicted=126.807853, expected=168.000000 predicted=199.815632, expected=160.000000 predicted=166.283302, expected=120.000000 predicted=99.012812, expected=268.000000 predicted=177.678980, expected=72.000000 predicted=80.171689, expected=44.000000 predicted=114.345453, expected=96.000000 predicted=126.898778, expected=76.000000 predicted=101.262213, expected=184.000000 predicted=204.957382, expected=172.000000 predicted=116.744404, expected=116.000000 predicted=87.628049, expected=100.000000 predicted=102.468874, expected=124.000000 predicted=108.821165, expected=120.000000 predicted=147.130470, expected=80.000000 predicted=121.010178, expected=136.000000 predicted=125.307387, expected=208.000000 predicted=151.373928, expected=160.000000 predicted=138.972439, expected=100.000000 predicted=112.718097, expected=76.000000 predicted=88.236936, expected=96.000000 predicted=120.212897, expected=52.000000 predicted=122.114048, expected=144.000000 predicted=144.858308, expected=212.000000 predicted=148.306888, expected=96.000000 predicted=87.253326, expected=144.000000 predicted=124.098963, expected=92.000000 predicted=80.506369, expected=88.000000 predicted=120.631812, expected=68.000000 predicted=130.081847, expected=132.000000 predicted=115.355829, expected=132.000000 predicted=129.577353, expected=88.000000 predicted=90.589517, expected=76.000000 predicted=84.342853, expected=144.000000 predicted=109.982726, expected=92.000000 predicted=108.061853, expected=168.000000 predicted=146.452275, expected=96.000000 predicted=91.153131, expected=236.000000 predicted=160.573920, expected=88.000000 predicted=111.666109, expected=128.000000 predicted=120.513210, expected=104.000000 predicted=131.904054, expected=52.000000 predicted=83.876721, expected=72.000000 predicted=142.167535, expected=180.000000 predicted=131.871929, expected=188.000000 predicted=149.277468, expected=64.000000 predicted=84.234784, expected=80.000000 predicted=76.685399, expected=124.000000 predicted=104.623985, expected=24.000000 predicted=98.319730, expected=80.000000 predicted=125.798111, expected=172.000000 predicted=114.569875, expected=216.000000 predicted=143.613031, expected=136.000000 predicted=124.524678, expected=240.000000 predicted=142.363038, expected=176.000000 predicted=134.696367, expected=100.000000 predicted=142.648999, expected=116.000000 predicted=164.554090, expected=264.000000 predicted=200.779758, expected=208.000000 predicted=210.251172, expected=132.000000 predicted=154.265537, expected=124.000000 predicted=122.758873, expected=104.000000 predicted=120.499465, expected=84.000000 predicted=166.210392, expected=72.000000 predicted=132.849864, expected=160.000000 predicted=142.042421, expected=232.000000 predicted=169.614299, expected=96.000000 predicted=98.981984, expected=108.000000 predicted=105.461092, expected=148.000000 predicted=117.662163, expected=68.000000 predicted=114.230232, expected=160.000000 predicted=185.582471, expected=236.000000 predicted=161.577511, expected=204.000000 predicted=154.922372, expected=128.000000 predicted=139.375454, expected=80.000000 predicted=89.603553, expected=104.000000 predicted=137.503845, expected=120.000000 predicted=169.017319, expected=148.000000 predicted=165.528188, expected=156.000000 predicted=137.355143, expected=276.000000 predicted=178.355853, expected=160.000000 predicted=132.502411, expected=176.000000 predicted=157.392241, expected=72.000000 predicted=116.268349, expected=116.000000 predicted=144.544490, expected=120.000000 predicted=184.466579, expected=332.000000 predicted=237.507038, expected=228.000000 predicted=189.083797, expected=40.000000 predicted=71.616574, expected=100.000000 predicted=123.588520, expected=116.000000 predicted=126.472221, expected=64.000000 predicted=181.385348, expected=176.000000 predicted=187.840747, expected=288.000000 predicted=161.113403, expected=256.000000 predicted=174.343598, expected=148.000000 predicted=138.130651, expected=116.000000 predicted=109.893281, expected=172.000000 predicted=180.925331, expected=88.000000 predicted=178.623972, expected=120.000000 predicted=180.605541, expected=248.000000 predicted=192.450621, expected=356.000000 predicted=229.647751, expected=152.000000 predicted=157.387262, expected=136.000000 predicted=132.310296, expected=72.000000 predicted=111.420562, expected=96.000000 predicted=172.926927, expected=120.000000 predicted=217.439758, expected=208.000000 predicted=172.793122, expected=200.000000 predicted=160.378039, expected=164.000000 predicted=123.358498, expected=64.000000 predicted=89.548006, expected=76.000000 predicted=108.323897, expected=156.000000 predicted=176.019005, expected=68.000000 predicted=123.768330, expected=76.000000 predicted=116.635230, expected=148.000000 predicted=107.925936, expected=208.000000 predicted=139.831015, expected=248.000000 predicted=192.689005, expected=172.000000 predicted=124.868723, expected=116.000000 predicted=110.032207, expected=84.000000 predicted=124.841365, expected=300.000000 predicted=250.480308, expected=332.000000 predicted=270.032366, expected=140.000000 predicted=153.420443, expected=228.000000 predicted=188.716942, expected=116.000000 predicted=116.050456, expected=96.000000 predicted=197.887228, expected=92.000000 predicted=198.954152, expected=176.000000 predicted=158.063873, expected=316.000000 predicted=254.916262, expected=160.000000 predicted=133.288643, expected=156.000000 predicted=139.041910, expected=96.000000 predicted=107.907510, expected=124.000000 predicted=156.735902, expected=108.000000 predicted=195.588366, expected=220.000000 predicted=185.386788, expected=212.000000 predicted=174.900646, expected=176.000000 predicted=140.019152, expected=180.000000 predicted=157.767537, expected=132.000000 predicted=129.800231, expected=80.000000 predicted=150.266616, expected=100.000000 predicted=153.938058, expected=216.000000 predicted=190.157502, expected=192.000000 predicted=174.379795, expected=112.000000 predicted=122.109000, expected=124.000000 predicted=112.782232, expected=152.000000 predicted=132.959845, expected=64.000000 predicted=133.715491, expected=152.000000 predicted=168.133378, expected=212.000000 predicted=158.112699, expected=244.000000 predicted=179.680196, expected=156.000000 predicted=151.542765, expected=128.000000 predicted=111.727568, expected=124.000000 predicted=145.134002, expected=76.000000 predicted=142.472755, expected=208.000000 predicted=216.532809, expected=256.000000 predicted=195.825569, expected=272.000000 predicted=196.460360, expected=140.000000 predicted=136.496531, expected=104.000000 predicted=110.620846, expected=80.000000 predicted=149.381014, expected=104.000000 predicted=174.661643, expected=80.000000 predicted=161.116161, expected=108.000000 predicted=120.116524, expected=184.000000 predicted=140.369265, expected=64.000000 predicted=71.349999, expected=100.000000 predicted=106.777810, expected=60.000000 predicted=73.630638, expected=64.000000 predicted=88.095060, expected=84.000000 predicted=123.830800, expected=156.000000 predicted=108.843866, expected=68.000000 predicted=78.866463, expected=84.000000 predicted=77.546729, expected=100.000000 predicted=85.155655, expected=76.000000 predicted=81.167599, expected=160.000000 predicted=150.684548, expected=320.000000 predicted=189.957621, expected=176.000000 predicted=126.302364, expected=172.000000 predicted=146.822161, expected=172.000000 predicted=137.802666, expected=136.000000 predicted=154.643076, expected=96.000000 predicted=197.275397, expected=144.000000 predicted=159.877119, expected=212.000000 predicted=186.331390, expected=112.000000 predicted=135.735589, expected=104.000000 predicted=124.384075, expected=140.000000 predicted=124.012209, expected=180.000000 predicted=160.023806, expected=96.000000 predicted=144.554140, expected=208.000000 predicted=163.773152, expected=192.000000 predicted=147.336296, expected=204.000000 predicted=172.879193, expected=120.000000 predicted=149.476788, expected=108.000000 predicted=114.585307, expected=16.000000 predicted=111.524279, expected=96.000000 predicted=142.442975, expected=172.000000 predicted=174.141880, expected=276.000000 predicted=188.372192, expected=128.000000 predicted=113.196117, expected=100.000000 predicted=76.696450, expected=156.000000 predicted=136.734283, expected=40.000000 predicted=105.083582, expected=80.000000 predicted=168.889127, expected=208.000000 predicted=163.305371, expected=260.000000 predicted=172.413710, expected=72.000000 predicted=108.431606, expected=32.000000 predicted=55.958770, expected=56.000000 predicted=80.586268, expected=68.000000 predicted=129.583897, expected=72.000000 predicted=147.364562, expected=180.000000 predicted=122.459422, expected=88.000000 predicted=58.621481, expected=72.000000 predicted=70.586365, expected=136.000000 predicted=106.996819, expected=128.000000 predicted=100.246124, expected=160.000000 predicted=161.999115, expected=72.000000 predicted=81.660987, expected=168.000000 predicted=127.747412, expected=152.000000 predicted=139.768236, expected=132.000000 predicted=129.553457, expected=140.000000 predicted=148.590716, expected=136.000000 predicted=110.422530, expected=84.000000 predicted=124.222578, expected=76.000000 predicted=114.881591, expected=180.000000 predicted=154.532466, expected=184.000000 predicted=153.532499, expected=80.000000 predicted=105.394974, expected=72.000000 predicted=88.166631, expected=84.000000 predicted=87.662135, expected=136.000000 predicted=150.639511, expected=76.000000 predicted=118.846680, expected=148.000000 predicted=116.206951, expected=168.000000 predicted=119.555209, expected=164.000000 predicted=124.632659, expected=136.000000 predicted=135.844629, expected=124.000000 predicted=108.542306, expected=76.000000 predicted=114.014998, expected=184.000000 predicted=174.476210, expected=220.000000 predicted=182.733876, expected=172.000000 predicted=150.193555, expected=212.000000 predicted=172.477066, expected=136.000000 predicted=115.732329, expected=120.000000 predicted=156.326900, expected=76.000000 predicted=146.446960, expected=156.000000 predicted=163.443953, expected=104.000000 predicted=146.895738, expected=264.000000 predicted=196.857054, expected=160.000000 predicted=134.843784, expected=140.000000 predicted=118.028106, expected=96.000000 predicted=131.576312, expected=84.000000 predicted=102.825661, expected=136.000000 predicted=189.247307, expected=208.000000 predicted=176.078504, expected=260.000000 predicted=192.220120, expected=212.000000 predicted=155.143293, expected=60.000000 predicted=84.988358, expected=136.000000 predicted=150.102080, expected=144.000000 predicted=172.431598, expected=52.000000 predicted=144.799865, expected=148.000000 predicted=174.518516, expected=272.000000 predicted=165.198745, expected=96.000000 predicted=109.000433, expected=92.000000 predicted=126.000197, expected=104.000000 predicted=90.651288, expected=104.000000 predicted=124.859667, expected=156.000000 predicted=198.787562, expected=188.000000 predicted=139.188236, expected=460.000000 predicted=272.962925, expected=196.000000 predicted=145.083567, expected=128.000000 predicted=138.311346, expected=128.000000 predicted=160.757392, expected=92.000000 predicted=146.601905, expected=140.000000 predicted=275.887895, expected=156.000000 predicted=167.168950, expected=216.000000 predicted=168.888697, expected=128.000000 predicted=126.540911, expected=64.000000 predicted=88.394688, expected=76.000000 predicted=114.062489, expected=36.000000 predicted=94.662551, expected=92.000000 predicted=143.558093, expected=276.000000 predicted=191.654200, expected=212.000000 predicted=130.092500, expected=120.000000 predicted=104.327948, expected=204.000000 predicted=137.154490, expected=44.000000 predicted=76.439485, expected=76.000000 predicted=173.426361, expected=104.000000 predicted=150.571235, expected=184.000000 predicted=147.663280, expected=280.000000 predicted=226.211688, expected=100.000000 predicted=75.790837, expected=40.000000 predicted=74.730962, expected=88.000000 predicted=107.039787, expected=144.000000 predicted=158.331831, expected=96.000000 predicted=168.054377, expected=172.000000 predicted=135.213340, expected=352.000000 predicted=196.805465, expected=144.000000 predicted=113.733467, expected=112.000000 predicted=141.177036, expected=264.000000 predicted=192.163092, expected=104.000000 predicted=135.637381, expected=168.000000 predicted=250.742887, expected=268.000000 predicted=203.713957, expected=156.000000 predicted=136.028144, expected=156.000000 predicted=207.774310, expected=136.000000 predicted=128.688240, expected=200.000000 predicted=186.111654, expected=48.000000 predicted=147.983225, expected=116.000000 predicted=141.989895, expected=160.000000 predicted=152.710744, expected=200.000000 predicted=163.100816, expected=228.000000 predicted=203.447821, expected=128.000000 predicted=97.150366, expected=120.000000 predicted=129.258267, expected=136.000000 predicted=150.999330, expected=84.000000 predicted=138.693872, expected=144.000000 predicted=178.655923, expected=328.000000 predicted=221.005800, expected=128.000000 predicted=118.193350, expected=60.000000 predicted=111.722622, expected=100.000000 predicted=105.615958, expected=96.000000 predicted=121.096929, expected=148.000000 predicted=217.810705, expected=208.000000 predicted=160.408572, expected=276.000000 predicted=167.707361, expected=124.000000 predicted=114.672193, expected=164.000000 predicted=145.486826, expected=84.000000 predicted=121.211193, expected=144.000000 predicted=176.890090, expected=116.000000 predicted=181.963875, expected=172.000000 predicted=148.053492, expected=272.000000 predicted=209.422639, expected=120.000000 predicted=104.348725, expected=140.000000 predicted=151.492182, expected=84.000000 predicted=107.151728, expected=64.000000 predicted=121.700628, expected=120.000000 predicted=183.145935, expected=144.000000 predicted=126.933982, expected=272.000000 predicted=197.561939, expected=96.000000 predicted=88.967902, expected=68.000000 predicted=83.099497, expected=120.000000 predicted=125.466773, expected=112.000000 predicted=126.703362, expected=80.000000 predicted=161.698102, expected=176.000000 predicted=135.482729, expected=156.000000 predicted=110.752339, expected=80.000000 predicted=101.830852, expected=124.000000 predicted=122.554033, expected=124.000000 predicted=105.087160, expected=76.000000 predicted=122.069840, expected=92.000000 predicted=121.803241, expected=108.000000 predicted=95.324546, expected=228.000000 predicted=170.301788, expected=112.000000 predicted=111.429543, expected=32.000000 predicted=65.624571, expected=76.000000 predicted=92.380210, expected=40.000000 Test MSE: 4442.135
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993])] predicted=136.737035, expected=104.000000 predicted=165.375906, expected=228.000000 predicted=205.410936, expected=336.000000 predicted=227.630965, expected=148.000000 predicted=116.630112, expected=132.000000 predicted=165.604969, expected=136.000000 predicted=132.399962, expected=152.000000 predicted=168.174083, expected=144.000000 predicted=224.135136, expected=236.000000 predicted=198.522414, expected=348.000000 predicted=244.506106, expected=244.000000 predicted=183.999091, expected=200.000000 predicted=200.201988, expected=256.000000 predicted=221.818303, expected=116.000000 predicted=152.603295, expected=148.000000 predicted=248.047664, expected=228.000000 predicted=234.845809, expected=224.000000 predicted=192.251721, expected=180.000000 predicted=217.209853, expected=200.000000 predicted=175.476413, expected=188.000000 predicted=167.567988, expected=84.000000 predicted=144.508728, expected=148.000000 predicted=194.626568, expected=152.000000 predicted=154.607686, expected=300.000000 predicted=246.868177, expected=72.000000 predicted=112.982184, expected=88.000000 predicted=113.264309, expected=132.000000 predicted=148.956470, expected=120.000000 predicted=108.423574, expected=84.000000 predicted=181.256499, expected=120.000000 predicted=106.669529, expected=204.000000 predicted=147.386575, expected=100.000000 predicted=101.437864, expected=60.000000 predicted=101.945144, expected=84.000000 predicted=95.396893, expected=80.000000 predicted=84.774097, expected=76.000000 predicted=128.117696, expected=176.000000 predicted=144.540834, expected=240.000000 predicted=149.086720, expected=148.000000 predicted=113.079179, expected=128.000000 predicted=127.255370, expected=120.000000 predicted=108.369381, expected=56.000000 predicted=100.734347, expected=92.000000 predicted=161.604112, expected=168.000000 predicted=153.380109, expected=172.000000 predicted=138.191015, expected=96.000000 predicted=109.772540, expected=88.000000 predicted=89.584521, expected=104.000000 predicted=99.263902, expected=108.000000 predicted=125.005649, expected=76.000000 predicted=116.468748, expected=176.000000 predicted=145.692345, expected=228.000000 predicted=155.161571, expected=92.000000 predicted=89.011664, expected=88.000000 predicted=122.040796, expected=100.000000 predicted=93.532293, expected=24.000000 predicted=76.285974, expected=64.000000 predicted=143.842113, expected=136.000000 predicted=112.056825, expected=164.000000 predicted=115.433073, expected=80.000000 predicted=89.567369, expected=76.000000 predicted=69.550774, expected=108.000000 predicted=90.787441, expected=64.000000 predicted=83.602565, expected=76.000000 predicted=119.111540, expected=44.000000 predicted=60.528689, expected=188.000000 predicted=138.113976, expected=80.000000 predicted=76.466775, expected=80.000000 predicted=83.149490, expected=84.000000 predicted=92.901050, expected=36.000000 predicted=28.841445, expected=120.000000 predicted=154.361310, expected=88.000000 predicted=74.503710, expected=92.000000 predicted=86.323184, expected=168.000000 predicted=137.354119, expected=56.000000 predicted=36.219768, expected=100.000000 predicted=121.988435, expected=68.000000 predicted=77.478057, expected=80.000000 predicted=79.132736, expected=68.000000 predicted=113.140127, expected=104.000000 predicted=81.189648, expected=60.000000 predicted=74.071014, expected=60.000000 predicted=67.415550, expected=56.000000 predicted=68.903936, expected=64.000000 predicted=61.906181, expected=52.000000 predicted=73.160188, expected=88.000000 predicted=76.130101, expected=60.000000 predicted=56.215338, expected=64.000000 predicted=62.493866, expected=84.000000 predicted=77.179090, expected=60.000000 predicted=51.628953, expected=24.000000 predicted=54.919216, expected=44.000000 predicted=56.127555, expected=36.000000 predicted=43.105442, expected=116.000000 predicted=98.653659, expected=88.000000 predicted=67.886797, expected=56.000000 predicted=45.058084, expected=56.000000 predicted=60.951180, expected=24.000000 predicted=26.672673, expected=72.000000 predicted=91.050496, expected=92.000000 predicted=83.669141, expected=80.000000 predicted=64.373881, expected=72.000000 predicted=70.295688, expected=112.000000 predicted=75.725258, expected=48.000000 predicted=52.973108, expected=80.000000 predicted=91.485102, expected=48.000000 predicted=61.218641, expected=88.000000 predicted=78.605764, expected=24.000000 predicted=60.370242, expected=72.000000 predicted=65.460966, expected=44.000000 predicted=57.084940, expected=44.000000 predicted=43.201638, expected=92.000000 predicted=93.122900, expected=92.000000 predicted=54.067123, expected=92.000000 predicted=83.059742, expected=148.000000 predicted=106.017538, expected=80.000000 predicted=58.437536, expected=60.000000 predicted=82.040507, expected=36.000000 predicted=67.106721, expected=92.000000 predicted=87.829091, expected=44.000000 predicted=80.822833, expected=96.000000 predicted=91.647711, expected=96.000000 predicted=78.556652, expected=56.000000 predicted=43.565071, expected=124.000000 predicted=117.905156, expected=68.000000 predicted=49.998772, expected=68.000000 predicted=83.175285, expected=100.000000 predicted=102.923400, expected=116.000000 predicted=81.000289, expected=200.000000 predicted=163.708611, expected=148.000000 predicted=106.842125, expected=132.000000 predicted=112.253652, expected=188.000000 predicted=157.793938, expected=164.000000 predicted=132.711846, expected=128.000000 predicted=161.101185, expected=192.000000 predicted=180.707702, expected=176.000000 predicted=147.548562, expected=88.000000 predicted=131.545782, expected=40.000000 predicted=109.677966, expected=68.000000 predicted=97.220200, expected=64.000000 predicted=107.812105, expected=124.000000 predicted=141.528625, expected=128.000000 predicted=105.536513, expected=124.000000 predicted=87.103841, expected=124.000000 predicted=105.186353, expected=108.000000 predicted=89.492886, expected=140.000000 predicted=133.954527, expected=64.000000 predicted=88.590772, expected=72.000000 predicted=101.690866, expected=152.000000 predicted=139.760285, expected=192.000000 predicted=139.258300, expected=160.000000 predicted=147.832812, expected=76.000000 predicted=82.549774, expected=80.000000 predicted=89.710692, expected=68.000000 predicted=100.663729, expected=92.000000 predicted=128.656097, expected=128.000000 predicted=138.149409, expected=176.000000 predicted=126.852223, expected=144.000000 predicted=113.158085, expected=116.000000 predicted=102.579944, expected=192.000000 predicted=155.070953, expected=40.000000 predicted=68.341833, expected=100.000000 predicted=147.347478, expected=204.000000 predicted=174.659816, expected=252.000000 predicted=167.851530, expected=116.000000 predicted=150.252975, expected=72.000000 predicted=83.944343, expected=176.000000 predicted=151.038542, expected=24.000000 predicted=79.622306, expected=144.000000 predicted=202.885968, expected=144.000000 predicted=125.514959, expected=220.000000 predicted=141.940721, expected=148.000000 predicted=162.249551, expected=72.000000 predicted=61.703985, expected=56.000000 predicted=109.293850, expected=120.000000 predicted=125.014972, expected=88.000000 predicted=130.863271, expected=164.000000 predicted=157.665212, expected=252.000000 predicted=168.935161, expected=136.000000 predicted=90.611976, expected=64.000000 predicted=109.514211, expected=60.000000 predicted=87.777683, expected=68.000000 predicted=99.965156, expected=144.000000 predicted=181.910748, expected=140.000000 predicted=128.461224, expected=224.000000 predicted=154.561136, expected=156.000000 predicted=112.008203, expected=132.000000 predicted=112.638498, expected=92.000000 predicted=124.628937, expected=44.000000 predicted=85.178717, expected=64.000000 predicted=135.729665, expected=80.000000 predicted=106.277910, expected=132.000000 predicted=124.955834, expected=120.000000 predicted=103.365030, expected=264.000000 predicted=169.667561, expected=96.000000 predicted=72.845031, expected=80.000000 predicted=98.723259, expected=84.000000 predicted=117.852307, expected=184.000000 predicted=139.868958, expected=320.000000 predicted=280.169931, expected=128.000000 predicted=101.986545, expected=72.000000 predicted=107.071825, expected=84.000000 predicted=102.048577, expected=60.000000 predicted=98.132043, expected=148.000000 predicted=217.332818, expected=144.000000 predicted=126.931032, expected=208.000000 predicted=146.533611, expected=80.000000 predicted=83.392471, expected=100.000000 predicted=97.418442, expected=76.000000 predicted=110.291932, expected=68.000000 predicted=93.924838, expected=140.000000 predicted=168.914244, expected=192.000000 predicted=132.253180, expected=180.000000 predicted=138.581493, expected=76.000000 predicted=84.710889, expected=80.000000 predicted=91.370454, expected=44.000000 predicted=85.143201, expected=52.000000 predicted=107.948201, expected=84.000000 predicted=122.981058, expected=148.000000 predicted=108.848753, expected=236.000000 predicted=159.849168, expected=148.000000 predicted=96.927173, expected=152.000000 predicted=123.971935, expected=96.000000 predicted=98.682615, expected=72.000000 predicted=105.282837, expected=124.000000 predicted=173.476524, expected=152.000000 predicted=139.303887, expected=268.000000 predicted=210.256602, expected=124.000000 predicted=105.127901, expected=80.000000 predicted=96.115837, expected=84.000000 predicted=115.354175, expected=84.000000 predicted=102.827687, expected=112.000000 predicted=173.953802, expected=108.000000 predicted=111.345538, expected=236.000000 predicted=166.485449, expected=156.000000 predicted=113.969084, expected=48.000000 predicted=74.372545, expected=68.000000 predicted=108.497155, expected=76.000000 predicted=82.384395, expected=96.000000 predicted=145.944621, expected=84.000000 predicted=113.051271, expected=116.000000 predicted=87.903579, expected=72.000000 predicted=68.766720, expected=140.000000 predicted=115.036989, expected=64.000000 predicted=73.708104, expected=32.000000 predicted=60.268922, expected=56.000000 predicted=89.506025, expected=72.000000 predicted=63.526210, expected=56.000000 predicted=87.079058, expected=36.000000 predicted=51.331402, expected=108.000000 predicted=77.187695, expected=68.000000 predicted=54.005914, expected=132.000000 predicted=107.244811, expected=264.000000 predicted=169.730792, expected=208.000000 predicted=117.698429, expected=168.000000 predicted=153.842319, expected=104.000000 predicted=104.797966, expected=48.000000 predicted=89.226440, expected=104.000000 predicted=174.252132, expected=148.000000 predicted=161.208563, expected=260.000000 predicted=208.669696, expected=72.000000 predicted=80.221841, expected=156.000000 predicted=132.278946, expected=60.000000 predicted=81.033017, expected=32.000000 predicted=79.854641, expected=60.000000 predicted=152.977206, expected=132.000000 predicted=94.867935, expected=228.000000 predicted=183.792200, expected=100.000000 predicted=76.283029, expected=100.000000 predicted=90.153775, expected=72.000000 predicted=75.380269, expected=16.000000 predicted=61.701696, expected=204.000000 predicted=214.400226, expected=176.000000 predicted=120.859985, expected=128.000000 predicted=115.382082, expected=144.000000 predicted=130.203648, expected=108.000000 predicted=67.953190, expected=88.000000 predicted=138.518813, expected=76.000000 predicted=121.756089, expected=52.000000 predicted=84.006715, expected=120.000000 predicted=129.112407, expected=200.000000 predicted=149.630942, expected=92.000000 predicted=81.817474, expected=44.000000 predicted=75.032842, expected=96.000000 predicted=87.601885, expected=96.000000 predicted=93.916408, expected=92.000000 predicted=133.298718, expected=108.000000 predicted=103.783435, expected=40.000000 predicted=42.041954, expected=40.000000 predicted=71.110576, expected=108.000000 predicted=101.976251, expected=108.000000 predicted=88.635603, expected=84.000000 predicted=93.450213, expected=68.000000 predicted=63.428682, expected=124.000000 predicted=89.106866, expected=200.000000 predicted=150.424071, expected=164.000000 predicted=130.383191, expected=72.000000 predicted=86.702864, expected=68.000000 predicted=84.652447, expected=72.000000 predicted=93.424988, expected=88.000000 predicted=128.072300, expected=168.000000 predicted=160.568407, expected=280.000000 predicted=179.046333, expected=132.000000 predicted=95.793640, expected=80.000000 predicted=99.876715, expected=76.000000 predicted=96.267161, expected=44.000000 predicted=89.999990, expected=52.000000 predicted=147.726138, expected=112.000000 predicted=117.096197, expected=188.000000 predicted=130.639266, expected=60.000000 predicted=60.741193, expected=136.000000 predicted=112.986010, expected=180.000000 predicted=121.351643, expected=124.000000 predicted=107.000944, expected=88.000000 predicted=141.492788, expected=192.000000 predicted=140.933642, expected=284.000000 predicted=203.243294, expected=124.000000 predicted=137.369537, expected=96.000000 predicted=133.854523, expected=156.000000 predicted=136.958074, expected=136.000000 predicted=143.271963, expected=108.000000 predicted=182.092402, expected=160.000000 predicted=150.496382, expected=228.000000 predicted=163.127720, expected=120.000000 predicted=127.270574, expected=72.000000 predicted=116.303389, expected=124.000000 predicted=127.411353, expected=36.000000 predicted=77.886772, expected=76.000000 predicted=145.551150, expected=76.000000 predicted=93.099360, expected=140.000000 predicted=103.352455, expected=68.000000 predicted=87.630594, expected=104.000000 predicted=82.501169, expected=108.000000 predicted=94.552734, expected=48.000000 predicted=56.100871, expected=132.000000 predicted=141.886082, expected=192.000000 predicted=128.251001, expected=196.000000 predicted=144.908730, expected=80.000000 predicted=99.089208, expected=104.000000 predicted=98.349409, expected=112.000000 predicted=118.774528, expected=92.000000 predicted=125.696987, expected=216.000000 predicted=207.014592, expected=32.000000 predicted=43.390012, expected=192.000000 predicted=169.077396, expected=152.000000 predicted=126.569089, expected=4.000000 predicted=39.531128, expected=80.000000 predicted=161.339202, expected=36.000000 predicted=26.848571, expected=24.000000 predicted=90.436133, expected=88.000000 predicted=116.633681, expected=88.000000 predicted=42.773546, expected=12.000000 predicted=41.402533, expected=32.000000 predicted=45.652886, expected=68.000000 predicted=46.570666, expected=56.000000 predicted=60.366265, expected=48.000000 predicted=66.207156, expected=128.000000 predicted=79.280376, expected=140.000000 predicted=83.627725, expected=60.000000 predicted=63.389905, expected=60.000000 predicted=72.656730, expected=84.000000 predicted=69.910038, expected=44.000000 predicted=72.835601, expected=64.000000 predicted=98.767619, expected=120.000000 predicted=91.545680, expected=148.000000 predicted=100.409768, expected=92.000000 predicted=87.293903, expected=48.000000 predicted=58.082564, expected=76.000000 predicted=77.906663, expected=68.000000 predicted=83.613624, expected=44.000000 predicted=85.769351, expected=120.000000 predicted=109.344395, expected=260.000000 predicted=156.099497, expected=96.000000 predicted=73.603978, expected=28.000000 predicted=71.235410, expected=96.000000 predicted=90.555571, expected=48.000000 predicted=63.124475, expected=76.000000 predicted=152.088679, expected=132.000000 predicted=114.595125, expected=88.000000 predicted=54.613464, expected=40.000000 predicted=71.428700, expected=124.000000 predicted=98.680924, expected=140.000000 predicted=99.724331, expected=56.000000 predicted=84.871108, expected=68.000000 predicted=90.954986, expected=56.000000 predicted=50.255235, expected=136.000000 predicted=124.297304, expected=88.000000 predicted=100.988979, expected=40.000000 predicted=53.227894, expected=44.000000 predicted=64.848908, expected=56.000000 predicted=53.108557, expected=88.000000 predicted=101.620782, expected=60.000000 predicted=67.889324, expected=168.000000 predicted=113.939759, expected=108.000000 predicted=71.465324, expected=28.000000 predicted=48.132146, expected=56.000000 predicted=85.063094, expected=64.000000 predicted=56.361291, expected=144.000000 predicted=144.043454, expected=76.000000 predicted=81.962029, expected=220.000000 predicted=142.172617, expected=112.000000 predicted=79.678793, expected=84.000000 predicted=85.857942, expected=108.000000 predicted=134.355896, expected=52.000000 predicted=56.710144, expected=16.000000 predicted=106.944879, expected=100.000000 predicted=107.470996, expected=52.000000 predicted=53.545456, expected=140.000000 predicted=125.290970, expected=28.000000 predicted=36.267827, expected=56.000000 predicted=49.286910, expected=52.000000 predicted=74.068925, expected=80.000000 predicted=61.414576, expected=96.000000 predicted=110.167772, expected=172.000000 predicted=105.787684, expected=52.000000 predicted=50.383738, expected=28.000000 predicted=54.627180, expected=72.000000 predicted=82.022568, expected=28.000000 predicted=46.658784, expected=76.000000 predicted=116.336339, expected=100.000000 predicted=74.975250, expected=20.000000 predicted=21.012663, expected=32.000000 predicted=60.147579, expected=80.000000 predicted=56.815405, expected=56.000000 predicted=54.548425, expected=24.000000 predicted=59.343891, expected=40.000000 predicted=37.734480, expected=100.000000 predicted=65.881409, expected=72.000000 predicted=66.243340, expected=56.000000 predicted=59.927600, expected=52.000000 predicted=46.052964, expected=16.000000 predicted=27.076313, expected=60.000000 Test MSE: 2994.129
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301])] predicted=88.607391, expected=72.000000 predicted=72.315872, expected=144.000000 predicted=98.078912, expected=116.000000 predicted=87.865801, expected=40.000000 predicted=65.864488, expected=112.000000 predicted=90.885558, expected=68.000000 predicted=84.740885, expected=28.000000 predicted=77.367067, expected=132.000000 predicted=97.321947, expected=112.000000 predicted=84.970009, expected=116.000000 predicted=101.109201, expected=108.000000 predicted=93.810907, expected=40.000000 predicted=70.096916, expected=80.000000 predicted=96.700664, expected=92.000000 predicted=94.158828, expected=104.000000 predicted=96.270001, expected=40.000000 predicted=71.790603, expected=20.000000 predicted=48.778403, expected=56.000000 predicted=64.321826, expected=40.000000 predicted=58.312546, expected=92.000000 predicted=71.158784, expected=4.000000 predicted=32.843739, expected=48.000000 predicted=40.140451, expected=28.000000 predicted=42.132762, expected=64.000000 predicted=48.923785, expected=48.000000 predicted=52.506562, expected=84.000000 predicted=49.275602, expected=52.000000 predicted=52.733185, expected=32.000000 predicted=43.189250, expected=56.000000 predicted=56.218854, expected=64.000000 predicted=56.897565, expected=80.000000 predicted=67.979505, expected=76.000000 predicted=62.462452, expected=40.000000 predicted=50.194956, expected=144.000000 predicted=89.153982, expected=112.000000 predicted=90.485793, expected=152.000000 predicted=109.452241, expected=56.000000 predicted=84.794343, expected=84.000000 predicted=86.524418, expected=132.000000 predicted=121.482247, expected=28.000000 predicted=81.244273, expected=36.000000 predicted=77.022626, expected=96.000000 predicted=75.571435, expected=32.000000 predicted=61.997178, expected=124.000000 predicted=91.356086, expected=16.000000 predicted=43.807413, expected=120.000000 predicted=76.228472, expected=240.000000 predicted=135.644772, expected=112.000000 predicted=101.624554, expected=28.000000 predicted=88.084097, expected=120.000000 predicted=97.997378, expected=80.000000 predicted=109.876066, expected=72.000000 predicted=114.528703, expected=164.000000 predicted=112.883033, expected=136.000000 predicted=100.707127, expected=8.000000 predicted=78.352097, expected=56.000000 predicted=76.870246, expected=108.000000 predicted=92.719332, expected=24.000000 predicted=78.817558, expected=56.000000 predicted=70.015669, expected=28.000000 predicted=37.531908, expected=24.000000 predicted=43.685217, expected=56.000000 predicted=57.134375, expected=132.000000 predicted=67.937280, expected=60.000000 predicted=59.193280, expected=68.000000 predicted=58.017567, expected=112.000000 predicted=77.401503, expected=64.000000 predicted=74.770542, expected=40.000000 predicted=75.780778, expected=76.000000 predicted=69.607428, expected=56.000000 predicted=65.904112, expected=8.000000 predicted=53.110921, expected=92.000000 predicted=64.519219, expected=44.000000 predicted=49.172500, expected=92.000000 predicted=69.531836, expected=12.000000 predicted=42.252270, expected=60.000000 predicted=47.178128, expected=76.000000 predicted=69.040351, expected=128.000000 predicted=79.163342, expected=236.000000 predicted=131.318228, expected=120.000000 predicted=98.422761, expected=112.000000 predicted=111.398465, expected=64.000000 predicted=103.006537, expected=36.000000 predicted=98.282667, expected=128.000000 predicted=132.514507, expected=160.000000 predicted=119.181342, expected=96.000000 predicted=100.192751, expected=104.000000 predicted=94.327808, expected=88.000000 predicted=90.500597, expected=68.000000 predicted=100.427967, expected=92.000000 predicted=105.699289, expected=196.000000 predicted=126.669501, expected=48.000000 predicted=88.599257, expected=4.000000 predicted=63.688372, expected=112.000000 predicted=89.397890, expected=84.000000 predicted=88.962926, expected=60.000000 predicted=91.768178, expected=128.000000 predicted=81.821677, expected=88.000000 predicted=72.079495, expected=100.000000 predicted=98.121714, expected=88.000000 predicted=89.247031, expected=160.000000 predicted=111.382994, expected=84.000000 predicted=105.004024, expected=92.000000 predicted=97.425556, expected=96.000000 predicted=100.821432, expected=8.000000 predicted=69.226494, expected=108.000000 predicted=102.763687, expected=88.000000 predicted=81.909613, expected=84.000000 predicted=81.906952, expected=160.000000 predicted=106.723628, expected=48.000000 predicted=65.812201, expected=28.000000 predicted=74.630731, expected=72.000000 predicted=78.074864, expected=44.000000 predicted=67.624317, expected=92.000000 predicted=88.361640, expected=108.000000 predicted=72.671520, expected=124.000000 predicted=82.541545, expected=44.000000 predicted=70.790435, expected=84.000000 predicted=77.399434, expected=68.000000 predicted=82.604210, expected=188.000000 predicted=122.972649, expected=140.000000 predicted=117.688100, expected=148.000000 predicted=111.736623, expected=144.000000 predicted=126.069234, expected=52.000000 predicted=100.047346, expected=96.000000 predicted=127.177540, expected=24.000000 predicted=87.492193, expected=68.000000 predicted=90.767421, expected=64.000000 predicted=80.173586, expected=40.000000 predicted=52.723758, expected=68.000000 predicted=65.384542, expected=12.000000 predicted=35.207565, expected=32.000000 predicted=45.572972, expected=32.000000 predicted=41.221296, expected=28.000000 predicted=34.063696, expected=12.000000 predicted=30.202937, expected=60.000000 predicted=33.675434, expected=88.000000 predicted=51.357225, expected=184.000000 predicted=90.489457, expected=88.000000 predicted=73.948788, expected=88.000000 predicted=77.141443, expected=64.000000 predicted=82.656526, expected=220.000000 predicted=140.583229, expected=164.000000 predicted=148.519367, expected=52.000000 predicted=95.489410, expected=40.000000 predicted=85.945424, expected=40.000000 predicted=79.519951, expected=20.000000 predicted=88.693908, expected=16.000000 predicted=58.165484, expected=104.000000 predicted=59.400355, expected=216.000000 predicted=103.299366, expected=88.000000 predicted=78.216367, expected=104.000000 predicted=84.669585, expected=184.000000 predicted=121.418927, expected=160.000000 predicted=142.922425, expected=56.000000 predicted=125.472959, expected=116.000000 predicted=113.196941, expected=260.000000 predicted=168.587056, expected=176.000000 predicted=166.093701, expected=20.000000 predicted=108.009585, expected=60.000000 predicted=95.094425, expected=380.000000 predicted=213.551884, expected=56.000000 predicted=143.236602, expected=36.000000 predicted=110.516252, expected=168.000000 predicted=123.701940, expected=76.000000 predicted=104.634181, expected=40.000000 predicted=135.960685, expected=196.000000 predicted=115.597708, expected=24.000000 predicted=65.067413, expected=72.000000 predicted=101.130839, expected=280.000000 predicted=147.444813, expected=204.000000 predicted=134.792400, expected=32.000000 predicted=121.774384, expected=20.000000 predicted=81.129986, expected=12.000000 predicted=76.756400, expected=28.000000 predicted=100.579694, expected=40.000000 predicted=69.477497, expected=28.000000 predicted=26.903451, expected=12.000000 predicted=20.240816, expected=24.000000 predicted=22.433861, expected=52.000000 predicted=34.461689, expected=44.000000 predicted=35.552670, expected=12.000000 predicted=24.606139, expected=60.000000 predicted=37.922871, expected=96.000000 predicted=54.949357, expected=128.000000 predicted=77.392006, expected=8.000000 predicted=44.378268, expected=56.000000 predicted=55.641058, expected=60.000000 predicted=63.941219, expected=40.000000 predicted=60.662945, expected=84.000000 predicted=76.220400, expected=36.000000 predicted=38.761632, expected=52.000000 predicted=54.550965, expected=56.000000 predicted=55.340002, expected=40.000000 predicted=46.265914, expected=24.000000 predicted=47.171226, expected=20.000000 predicted=33.339881, expected=12.000000 predicted=30.281961, expected=100.000000 predicted=56.802868, expected=48.000000 predicted=40.267434, expected=48.000000 predicted=41.990897, expected=60.000000 predicted=48.035149, expected=72.000000 predicted=53.661947, expected=36.000000 predicted=59.027275, expected=96.000000 predicted=67.495095, expected=192.000000 predicted=103.877520, expected=108.000000 predicted=91.036035, expected=112.000000 predicted=103.751514, expected=40.000000 predicted=77.084743, expected=44.000000 predicted=85.304141, expected=88.000000 predicted=105.942484, expected=72.000000 predicted=77.744754, expected=40.000000 predicted=65.495354, expected=68.000000 predicted=59.350680, expected=72.000000 predicted=62.318531, expected=44.000000 predicted=61.394867, expected=48.000000 predicted=57.377846, expected=24.000000 predicted=41.682042, expected=140.000000 predicted=83.433361, expected=88.000000 predicted=71.666856, expected=40.000000 predicted=56.663607, expected=52.000000 predicted=61.958186, expected=52.000000 predicted=56.304901, expected=44.000000 predicted=70.820162, expected=92.000000 predicted=71.695806, expected=92.000000 predicted=65.226313, expected=48.000000 predicted=58.083041, expected=44.000000 predicted=57.607126, expected=84.000000 predicted=68.057344, expected=72.000000 predicted=72.743337, expected=52.000000 predicted=65.330754, expected=24.000000 predicted=46.658566, expected=144.000000 predicted=84.317454, expected=88.000000 predicted=77.744415, expected=60.000000 predicted=70.783977, expected=68.000000 predicted=70.754482, expected=20.000000 predicted=49.720526, expected=12.000000 predicted=62.327680, expected=104.000000 predicted=72.616076, expected=68.000000 predicted=56.118536, expected=64.000000 predicted=59.873394, expected=60.000000 predicted=52.530842, expected=68.000000 predicted=57.072834, expected=24.000000 predicted=59.246344, expected=48.000000 predicted=55.553414, expected=104.000000 predicted=70.867624, expected=100.000000 predicted=72.272834, expected=64.000000 predicted=67.319630, expected=32.000000 predicted=51.382825, expected=36.000000 predicted=55.546715, expected=128.000000 predicted=91.602488, expected=68.000000 predicted=71.459275, expected=80.000000 predicted=71.482611, expected=12.000000 predicted=45.346146, expected=52.000000 predicted=57.193501, expected=40.000000 predicted=64.525562, expected=8.000000 predicted=37.007009, expected=124.000000 predicted=73.393046, expected=144.000000 predicted=73.360031, expected=144.000000 predicted=94.517248, expected=60.000000 predicted=75.912104, expected=76.000000 predicted=80.158882, expected=48.000000 predicted=89.422064, expected=48.000000 predicted=83.621856, expected=72.000000 predicted=82.214524, expected=84.000000 predicted=67.568488, expected=32.000000 predicted=54.755870, expected=96.000000 predicted=70.211099, expected=44.000000 predicted=54.958249, expected=12.000000 predicted=48.039016, expected=56.000000 predicted=59.000139, expected=152.000000 predicted=79.938331, expected=116.000000 predicted=87.645898, expected=16.000000 predicted=52.492777, expected=20.000000 predicted=48.803553, expected=64.000000 predicted=66.424039, expected=40.000000 predicted=69.005305, expected=12.000000 predicted=45.663149, expected=44.000000 predicted=34.097345, expected=152.000000 predicted=72.826913, expected=72.000000 predicted=62.876039, expected=60.000000 predicted=61.631661, expected=32.000000 predicted=50.192573, expected=12.000000 predicted=47.050292, expected=32.000000 predicted=64.308653, expected=40.000000 predicted=43.489628, expected=40.000000 predicted=39.006176, expected=20.000000 predicted=27.257543, expected=8.000000 predicted=19.664368, expected=32.000000 predicted=29.680306, expected=32.000000 predicted=29.607637, expected=36.000000 predicted=30.776668, expected=12.000000 predicted=20.003443, expected=12.000000 predicted=17.986260, expected=64.000000 predicted=38.866677, expected=36.000000 predicted=31.097773, expected=28.000000 predicted=31.292203, expected=24.000000 predicted=26.405200, expected=4.000000 predicted=19.613347, expected=128.000000 predicted=68.556123, expected=28.000000 predicted=34.418318, expected=48.000000 predicted=44.120370, expected=16.000000 predicted=34.022652, expected=12.000000 predicted=27.677290, expected=56.000000 predicted=59.334017, expected=24.000000 predicted=27.045058, expected=76.000000 predicted=48.838624, expected=80.000000 predicted=48.291209, expected=40.000000 predicted=41.038358, expected=40.000000 predicted=51.129663, expected=32.000000 predicted=41.484244, expected=28.000000 predicted=46.751914, expected=76.000000 predicted=59.004574, expected=120.000000 predicted=67.894001, expected=48.000000 predicted=51.722416, expected=72.000000 predicted=62.983886, expected=112.000000 predicted=78.577390, expected=8.000000 predicted=55.754097, expected=48.000000 predicted=71.662455, expected=72.000000 predicted=60.599120, expected=88.000000 predicted=70.356789, expected=32.000000 predicted=59.360259, expected=72.000000 predicted=53.511090, expected=68.000000 predicted=61.594701, expected=44.000000 predicted=58.451276, expected=56.000000 predicted=63.056157, expected=40.000000 predicted=46.096695, expected=60.000000 predicted=58.997864, expected=44.000000 predicted=51.354447, expected=12.000000 predicted=35.332825, expected=24.000000 predicted=38.199102, expected=20.000000 predicted=30.077995, expected=56.000000 predicted=42.904158, expected=32.000000 predicted=31.952873, expected=64.000000 predicted=39.026615, expected=56.000000 predicted=42.550714, expected=36.000000 predicted=38.789232, expected=60.000000 predicted=53.962126, expected=68.000000 predicted=52.886449, expected=68.000000 predicted=60.789504, expected=88.000000 predicted=67.869390, expected=104.000000 predicted=73.862739, expected=44.000000 predicted=63.312956, expected=20.000000 predicted=56.096677, expected=36.000000 predicted=55.571991, expected=28.000000 predicted=49.980952, expected=80.000000 predicted=64.403190, expected=160.000000 predicted=81.585377, expected=244.000000 predicted=120.048562, expected=92.000000 predicted=93.323120, expected=44.000000 predicted=86.753972, expected=112.000000 predicted=116.396276, expected=72.000000 predicted=110.199128, expected=48.000000 predicted=106.315635, expected=52.000000 predicted=69.315757, expected=144.000000 predicted=89.449164, expected=32.000000 predicted=67.508323, expected=40.000000 predicted=61.930210, expected=16.000000 predicted=45.559455, expected=28.000000 predicted=44.780464, expected=36.000000 predicted=56.980116, expected=32.000000 predicted=30.258224, expected=756.000000 predicted=285.220886, expected=796.000000 predicted=387.223305, expected=736.000000 predicted=482.677080, expected=372.000000 predicted=388.336956, expected=484.000000 predicted=461.369881, expected=4.000000 predicted=375.569176, expected=52.000000 predicted=314.180264, expected=36.000000 predicted=240.885453, expected=140.000000 predicted=166.031188, expected=108.000000 predicted=180.146792, expected=20.000000 predicted=39.958512, expected=40.000000 predicted=55.099295, expected=56.000000 predicted=53.243804, expected=32.000000 predicted=58.428052, expected=48.000000 predicted=57.586756, expected=140.000000 predicted=84.094992, expected=64.000000 predicted=63.108681, expected=84.000000 predicted=76.218559, expected=32.000000 predicted=51.022998, expected=48.000000 predicted=52.784071, expected=192.000000 predicted=136.452134, expected=44.000000 predicted=65.742910, expected=56.000000 predicted=71.376276, expected=68.000000 predicted=67.374536, expected=84.000000 predicted=71.117356, expected=64.000000 predicted=91.666641, expected=116.000000 predicted=85.881580, expected=28.000000 predicted=53.403158, expected=28.000000 predicted=48.873577, expected=52.000000 predicted=59.436125, expected=8.000000 predicted=30.983148, expected=80.000000 predicted=69.986739, expected=76.000000 predicted=56.515764, expected=36.000000 predicted=40.784715, expected=60.000000 predicted=57.105253, expected=76.000000 predicted=56.163540, expected=96.000000 predicted=80.831581, expected=44.000000 predicted=60.697641, expected=88.000000 predicted=70.722829, expected=140.000000 predicted=102.538314, expected=152.000000 predicted=117.568458, expected=68.000000 predicted=91.347323, expected=60.000000 predicted=74.004066, expected=84.000000 predicted=88.036881, expected=104.000000 predicted=102.841053, expected=80.000000 predicted=95.675042, expected=24.000000 predicted=53.244466, expected=88.000000 predicted=75.151596, expected=44.000000 predicted=60.194900, expected=48.000000 predicted=61.172935, expected=80.000000 predicted=71.849748, expected=100.000000 predicted=71.508794, expected=16.000000 predicted=50.049109, expected=52.000000 predicted=52.820854, expected=28.000000 predicted=41.515131, expected=16.000000 predicted=35.883042, expected=8.000000 predicted=33.681361, expected=12.000000 predicted=14.903453, expected=16.000000 predicted=22.166033, expected=52.000000 predicted=33.801460, expected=24.000000 predicted=23.035183, expected=84.000000 predicted=49.905778, expected=8.000000 predicted=23.196942, expected=20.000000 predicted=24.608108, expected=40.000000 Test MSE: 5611.352
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832])] predicted=14.091794, expected=4.000000 predicted=12.714545, expected=12.000000 predicted=11.620576, expected=8.000000 predicted=11.055492, expected=8.000000 predicted=9.796143, expected=12.000000 predicted=8.671060, expected=8.000000 predicted=8.379013, expected=8.000000 predicted=9.503536, expected=8.000000 predicted=8.615307, expected=24.000000 predicted=10.391661, expected=16.000000 predicted=13.536727, expected=4.000000 predicted=11.638213, expected=16.000000 predicted=11.853326, expected=20.000000 predicted=13.723150, expected=12.000000 predicted=16.311955, expected=28.000000 predicted=15.879902, expected=8.000000 predicted=14.961557, expected=8.000000 predicted=14.841891, expected=4.000000 predicted=13.990449, expected=8.000000 predicted=10.222383, expected=12.000000 predicted=12.612629, expected=4.000000 predicted=7.734962, expected=12.000000 predicted=7.713298, expected=12.000000 predicted=8.483655, expected=12.000000 predicted=9.773733, expected=8.000000 predicted=10.605584, expected=12.000000 predicted=9.216864, expected=4.000000 predicted=10.400710, expected=8.000000 predicted=9.040360, expected=4.000000 predicted=8.455834, expected=8.000000 predicted=6.863978, expected=4.000000 predicted=7.373484, expected=16.000000 predicted=6.479580, expected=20.000000 predicted=10.273751, expected=8.000000 predicted=10.296629, expected=40.000000 predicted=14.617220, expected=8.000000 predicted=17.253570, expected=12.000000 predicted=16.513552, expected=20.000000 predicted=18.150169, expected=4.000000 predicted=14.479780, expected=4.000000 predicted=16.527929, expected=12.000000 predicted=9.175551, expected=16.000000 predicted=10.892599, expected=16.000000 predicted=13.182313, expected=8.000000 predicted=10.304247, expected=8.000000 predicted=9.947016, expected=8.000000 predicted=11.005826, expected=12.000000 predicted=11.209863, expected=20.000000 predicted=12.258388, expected=8.000000 predicted=11.348890, expected=8.000000 predicted=10.427161, expected=4.000000 predicted=9.754619, expected=8.000000 predicted=9.325575, expected=16.000000 predicted=11.163499, expected=8.000000 predicted=9.197341, expected=12.000000 predicted=9.239598, expected=4.000000 predicted=8.683168, expected=28.000000 predicted=11.026088, expected=20.000000 predicted=15.922181, expected=12.000000 predicted=14.097531, expected=4.000000 predicted=13.770553, expected=12.000000 predicted=11.414467, expected=4.000000 predicted=14.412775, expected=4.000000 predicted=9.736623, expected=8.000000 predicted=7.544205, expected=16.000000 predicted=7.293025, expected=8.000000 predicted=9.652973, expected=4.000000 predicted=7.301920, expected=16.000000 predicted=8.417487, expected=12.000000 predicted=10.587340, expected=12.000000 predicted=11.812994, expected=12.000000 predicted=10.815711, expected=8.000000 predicted=10.097163, expected=4.000000 predicted=10.977349, expected=4.000000 predicted=8.532899, expected=4.000000 predicted=7.295489, expected=8.000000 predicted=6.745128, expected=4.000000 predicted=5.783265, expected=4.000000 predicted=4.561646, expected=8.000000 predicted=5.096677, expected=40.000000 predicted=10.007485, expected=4.000000 predicted=13.673653, expected=4.000000 predicted=10.080187, expected=16.000000 predicted=11.704019, expected=8.000000 predicted=12.046857, expected=4.000000 predicted=14.993020, expected=16.000000 predicted=8.038309, expected=4.000000 predicted=8.554828, expected=4.000000 predicted=9.042998, expected=8.000000 predicted=7.299768, expected=4.000000 predicted=6.129277, expected=4.000000 predicted=7.353657, expected=12.000000 predicted=5.613756, expected=4.000000 predicted=6.161322, expected=4.000000 predicted=6.146761, expected=8.000000 predicted=5.734929, expected=4.000000 predicted=5.695650, expected=12.000000 predicted=7.459703, expected=12.000000 predicted=7.388732, expected=8.000000 predicted=7.938511, expected=4.000000 predicted=8.299678, expected=12.000000 predicted=7.729201, expected=4.000000 predicted=9.074241, expected=20.000000 predicted=9.534008, expected=8.000000 predicted=10.224625, expected=16.000000 predicted=9.733533, expected=16.000000 predicted=13.172790, expected=12.000000 predicted=11.888627, expected=4.000000 predicted=13.679911, expected=8.000000 predicted=9.821536, expected=4.000000 predicted=10.169312, expected=12.000000 predicted=9.248823, expected=20.000000 predicted=10.293666, expected=16.000000 predicted=10.751878, expected=28.000000 predicted=14.474336, expected=8.000000 predicted=15.078350, expected=4.000000 predicted=13.999958, expected=16.000000 predicted=14.867514, expected=4.000000 predicted=12.635245, expected=4.000000 predicted=11.888990, expected=4.000000 predicted=6.714813, expected=8.000000 predicted=5.739711, expected=12.000000 predicted=8.696710, expected=20.000000 predicted=8.518750, expected=8.000000 predicted=9.956069, expected=8.000000 predicted=9.523547, expected=4.000000 predicted=9.679556, expected=12.000000 predicted=9.805695, expected=8.000000 predicted=11.060588, expected=4.000000 predicted=7.457667, expected=4.000000 predicted=6.730224, expected=8.000000 predicted=5.942450, expected=8.000000 predicted=7.672530, expected=8.000000 predicted=6.944305, expected=24.000000 predicted=8.767647, expected=4.000000 predicted=10.120671, expected=4.000000 predicted=9.046211, expected=4.000000 predicted=8.356446, expected=8.000000 predicted=7.534150, expected=4.000000 predicted=9.536399, expected=4.000000 predicted=4.581124, expected=16.000000 predicted=6.175491, expected=4.000000 predicted=7.074186, expected=20.000000 predicted=8.885985, expected=8.000000 predicted=9.942833, expected=8.000000 predicted=9.153209, expected=4.000000 predicted=10.711360, expected=12.000000 predicted=7.926629, expected=24.000000 predicted=13.174063, expected=12.000000 predicted=12.121764, expected=8.000000 predicted=11.528291, expected=8.000000 predicted=10.543625, expected=4.000000 predicted=10.705024, expected=4.000000 predicted=10.683349, expected=4.000000 predicted=6.838747, expected=4.000000 predicted=5.307312, expected=16.000000 predicted=6.507123, expected=12.000000 predicted=7.753207, expected=28.000000 predicted=10.925183, expected=4.000000 predicted=12.459858, expected=4.000000 predicted=10.095098, expected=24.000000 predicted=13.901633, expected=12.000000 predicted=13.971103, expected=8.000000 predicted=14.967615, expected=12.000000 predicted=10.220598, expected=12.000000 predicted=10.814253, expected=8.000000 predicted=13.606249, expected=4.000000 predicted=9.586896, expected=12.000000 predicted=8.661533, expected=16.000000 predicted=10.667889, expected=4.000000 predicted=10.148848, expected=24.000000 predicted=10.673772, expected=32.000000 predicted=14.933183, expected=8.000000 predicted=17.002148, expected=8.000000 predicted=15.705250, expected=20.000000 predicted=14.079578, expected=8.000000 predicted=16.757173, expected=12.000000 predicted=15.995876, expected=8.000000 predicted=10.717558, expected=12.000000 predicted=10.400145, expected=28.000000 predicted=14.940788, expected=16.000000 predicted=14.520241, expected=4.000000 predicted=13.936536, expected=16.000000 predicted=13.037006, expected=12.000000 predicted=13.855832, expected=12.000000 predicted=15.468960, expected=20.000000 predicted=13.787587, expected=4.000000 predicted=11.236064, expected=4.000000 predicted=11.397019, expected=4.000000 predicted=9.096544, expected=8.000000 predicted=8.024473, expected=16.000000 predicted=10.146781, expected=16.000000 predicted=8.854675, expected=8.000000 predicted=9.644647, expected=12.000000 predicted=10.117373, expected=4.000000 predicted=10.357071, expected=8.000000 predicted=10.451224, expected=20.000000 predicted=11.449161, expected=8.000000 predicted=10.386854, expected=8.000000 predicted=10.411835, expected=8.000000 predicted=8.871715, expected=4.000000 predicted=8.713830, expected=12.000000 predicted=10.450169, expected=4.000000 predicted=7.649122, expected=4.000000 predicted=6.606802, expected=16.000000 predicted=7.733331, expected=24.000000 predicted=10.166011, expected=16.000000 predicted=13.706899, expected=4.000000 predicted=11.541305, expected=40.000000 predicted=15.203868, expected=4.000000 predicted=18.487614, expected=16.000000 predicted=17.406481, expected=4.000000 predicted=14.944008, expected=8.000000 predicted=10.289556, expected=4.000000 predicted=14.920336, expected=4.000000 predicted=5.880730, expected=8.000000 predicted=7.809998, expected=8.000000 predicted=5.809397, expected=8.000000 predicted=6.941700, expected=4.000000 predicted=6.116513, expected=4.000000 predicted=5.656228, expected=16.000000 predicted=7.523715, expected=8.000000 predicted=8.465810, expected=4.000000 predicted=7.711793, expected=12.000000 predicted=7.556188, expected=12.000000 predicted=8.686722, expected=16.000000 predicted=11.767310, expected=4.000000 predicted=10.048090, expected=8.000000 predicted=8.576177, expected=12.000000 predicted=10.422314, expected=8.000000 predicted=9.976504, expected=4.000000 predicted=9.448009, expected=4.000000 predicted=6.298772, expected=4.000000 predicted=6.325596, expected=8.000000 predicted=6.704840, expected=8.000000 predicted=6.268586, expected=8.000000 predicted=6.041632, expected=12.000000 predicted=7.210754, expected=4.000000 predicted=7.426033, expected=12.000000 predicted=8.302458, expected=12.000000 predicted=9.361282, expected=28.000000 predicted=12.045036, expected=12.000000 predicted=14.663036, expected=12.000000 predicted=12.844083, expected=4.000000 predicted=13.402117, expected=24.000000 predicted=13.578958, expected=12.000000 predicted=16.883682, expected=12.000000 predicted=12.670247, expected=4.000000 predicted=11.977673, expected=20.000000 predicted=10.829736, expected=12.000000 predicted=15.102559, expected=4.000000 predicted=10.918767, expected=4.000000 predicted=9.621768, expected=8.000000 predicted=7.517733, expected=12.000000 predicted=10.277635, expected=4.000000 predicted=8.093677, expected=4.000000 predicted=5.916475, expected=4.000000 predicted=5.705948, expected=4.000000 predicted=5.694332, expected=8.000000 predicted=6.247656, expected=4.000000 predicted=4.833129, expected=16.000000 predicted=6.237116, expected=8.000000 predicted=7.774790, expected=12.000000 predicted=8.293179, expected=8.000000 predicted=9.732112, expected=24.000000 predicted=10.777688, expected=4.000000 predicted=13.348299, expected=4.000000 predicted=9.586262, expected=8.000000 predicted=9.978042, expected=12.000000 predicted=8.913862, expected=4.000000 predicted=10.694184, expected=12.000000 predicted=7.007593, expected=8.000000 predicted=7.997267, expected=4.000000 predicted=7.844489, expected=24.000000 predicted=10.364288, expected=12.000000 predicted=10.894753, expected=24.000000 predicted=13.815892, expected=16.000000 predicted=15.431017, expected=16.000000 predicted=14.902556, expected=8.000000 predicted=17.561351, expected=8.000000 predicted=13.136573, expected=4.000000 predicted=13.038275, expected=24.000000 predicted=11.865857, expected=8.000000 predicted=12.610301, expected=8.000000 predicted=9.902632, expected=8.000000 predicted=10.189230, expected=4.000000 predicted=8.252936, expected=4.000000 predicted=10.052845, expected=4.000000 predicted=5.906679, expected=4.000000 predicted=5.253118, expected=44.000000 predicted=10.281399, expected=4.000000 predicted=12.778854, expected=4.000000 predicted=10.439367, expected=4.000000 predicted=10.552456, expected=4.000000 predicted=8.331777, expected=16.000000 predicted=14.407123, expected=8.000000 predicted=7.110385, expected=8.000000 predicted=7.279371, expected=4.000000 predicted=7.413801, expected=4.000000 predicted=6.612071, expected=8.000000 predicted=8.220785, expected=4.000000 predicted=6.162613, expected=8.000000 predicted=6.006634, expected=8.000000 predicted=6.018207, expected=4.000000 predicted=5.927642, expected=8.000000 predicted=6.652929, expected=4.000000 predicted=5.939020, expected=12.000000 predicted=6.996845, expected=24.000000 predicted=9.912129, expected=4.000000 predicted=10.040251, expected=8.000000 predicted=9.844545, expected=8.000000 predicted=9.510457, expected=8.000000 predicted=10.053338, expected=16.000000 predicted=12.077904, expected=16.000000 predicted=9.905734, expected=32.000000 predicted=14.247543, expected=4.000000 predicted=15.222882, expected=4.000000 predicted=12.567935, expected=12.000000 predicted=13.563204, expected=12.000000 predicted=12.681902, expected=8.000000 predicted=13.626125, expected=4.000000 predicted=7.382803, expected=8.000000 predicted=7.366926, expected=20.000000 predicted=10.306240, expected=16.000000 predicted=11.859724, expected=8.000000 predicted=11.110715, expected=40.000000 predicted=14.660308, expected=16.000000 predicted=18.656243, expected=4.000000 predicted=17.874756, expected=36.000000 predicted=19.031166, expected=4.000000 predicted=17.774668, expected=8.000000 predicted=19.242574, expected=24.000000 predicted=15.016857, expected=24.000000 predicted=15.063616, expected=8.000000 predicted=19.881839, expected=12.000000 predicted=12.935248, expected=12.000000 predicted=13.681414, expected=4.000000 predicted=14.282434, expected=16.000000 predicted=13.051165, expected=4.000000 predicted=9.532659, expected=12.000000 predicted=9.727128, expected=4.000000 predicted=9.323307, expected=4.000000 predicted=6.680396, expected=16.000000 predicted=9.419904, expected=24.000000 predicted=10.008149, expected=20.000000 predicted=14.124481, expected=16.000000 predicted=14.254808, expected=8.000000 predicted=14.233949, expected=4.000000 predicted=14.228697, expected=4.000000 predicted=12.703593, expected=4.000000 Test MSE: 64.201
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931])] predicted=13.379341, expected=16.000000 predicted=13.350899, expected=20.000000 predicted=12.744160, expected=16.000000 predicted=14.564831, expected=8.000000 predicted=13.555410, expected=8.000000 predicted=13.481431, expected=24.000000 predicted=15.666154, expected=8.000000 predicted=14.161519, expected=12.000000 predicted=11.913997, expected=8.000000 predicted=11.177446, expected=4.000000 predicted=10.436489, expected=8.000000 predicted=10.304145, expected=16.000000 predicted=9.607000, expected=12.000000 predicted=10.103295, expected=4.000000 predicted=8.103258, expected=16.000000 predicted=9.807409, expected=20.000000 predicted=13.216306, expected=8.000000 predicted=12.417736, expected=20.000000 predicted=12.915258, expected=4.000000 predicted=12.019843, expected=8.000000 predicted=12.056691, expected=4.000000 predicted=10.428769, expected=8.000000 predicted=8.596363, expected=16.000000 predicted=10.098635, expected=8.000000 predicted=8.052176, expected=12.000000 predicted=8.918295, expected=12.000000 predicted=10.009051, expected=24.000000 predicted=13.625848, expected=20.000000 predicted=15.574886, expected=4.000000 predicted=12.681959, expected=4.000000 predicted=11.776428, expected=28.000000 predicted=15.942562, expected=44.000000 predicted=22.092738, expected=4.000000 predicted=16.506694, expected=12.000000 predicted=14.472613, expected=4.000000 predicted=16.363838, expected=8.000000 predicted=16.735036, expected=16.000000 predicted=14.568378, expected=16.000000 predicted=10.272635, expected=12.000000 predicted=10.961276, expected=8.000000 predicted=10.239218, expected=16.000000 predicted=12.690601, expected=8.000000 predicted=12.675270, expected=8.000000 predicted=10.848504, expected=4.000000 predicted=9.029459, expected=48.000000 predicted=16.321679, expected=4.000000 predicted=15.077564, expected=16.000000 predicted=12.946009, expected=8.000000 predicted=14.851052, expected=16.000000 predicted=16.285868, expected=4.000000 predicted=15.711002, expected=4.000000 predicted=8.150612, expected=24.000000 predicted=12.299006, expected=8.000000 predicted=11.013898, expected=4.000000 predicted=8.962297, expected=8.000000 predicted=8.525407, expected=4.000000 predicted=8.847184, expected=12.000000 predicted=9.734790, expected=24.000000 predicted=10.383136, expected=8.000000 predicted=9.908670, expected=16.000000 predicted=11.326647, expected=28.000000 predicted=15.877304, expected=12.000000 predicted=16.730330, expected=16.000000 predicted=16.547957, expected=8.000000 predicted=14.629093, expected=20.000000 predicted=16.684793, expected=4.000000 predicted=14.531717, expected=4.000000 predicted=9.962113, expected=16.000000 predicted=11.443329, expected=24.000000 predicted=13.280248, expected=4.000000 predicted=11.486778, expected=8.000000 predicted=9.219443, expected=12.000000 predicted=11.658813, expected=12.000000 predicted=12.749002, expected=16.000000 predicted=12.411261, expected=8.000000 predicted=9.856087, expected=8.000000 predicted=10.286233, expected=8.000000 predicted=10.586337, expected=8.000000 predicted=9.920092, expected=12.000000 predicted=9.877440, expected=32.000000 predicted=13.117788, expected=16.000000 predicted=14.154908, expected=4.000000 predicted=12.254173, expected=8.000000 predicted=13.027831, expected=8.000000 predicted=13.666908, expected=4.000000 predicted=11.675667, expected=8.000000 predicted=7.720213, expected=16.000000 predicted=8.239564, expected=48.000000 predicted=16.367195, expected=20.000000 predicted=17.568968, expected=20.000000 predicted=18.095093, expected=24.000000 predicted=22.898183, expected=20.000000 predicted=24.913086, expected=24.000000 predicted=25.617177, expected=40.000000 predicted=25.202902, expected=4.000000 predicted=21.584189, expected=28.000000 predicted=22.485214, expected=40.000000 predicted=27.131225, expected=12.000000 predicted=24.435806, expected=16.000000 predicted=22.288383, expected=20.000000 predicted=20.315838, expected=12.000000 predicted=21.295697, expected=24.000000 predicted=20.512260, expected=84.000000 predicted=29.740601, expected=16.000000 predicted=28.451687, expected=12.000000 predicted=25.909787, expected=16.000000 predicted=27.334181, expected=24.000000 predicted=30.063818, expected=56.000000 predicted=36.259644, expected=20.000000 predicted=23.345148, expected=24.000000 predicted=23.910479, expected=12.000000 predicted=25.125102, expected=24.000000 predicted=27.407163, expected=32.000000 predicted=28.663997, expected=16.000000 predicted=21.067621, expected=24.000000 predicted=21.366635, expected=84.000000 predicted=33.256369, expected=16.000000 predicted=32.213968, expected=36.000000 predicted=32.943479, expected=36.000000 predicted=35.396049, expected=16.000000 predicted=36.241062, expected=32.000000 predicted=36.914737, expected=16.000000 predicted=25.502197, expected=12.000000 predicted=24.703253, expected=4.000000 predicted=18.968335, expected=8.000000 predicted=14.891451, expected=16.000000 predicted=14.911324, expected=12.000000 predicted=11.380515, expected=24.000000 predicted=12.515660, expected=20.000000 predicted=13.876213, expected=24.000000 predicted=17.225081, expected=48.000000 predicted=24.267039, expected=8.000000 predicted=22.421187, expected=20.000000 predicted=23.250030, expected=24.000000 predicted=23.994256, expected=12.000000 predicted=23.244709, expected=16.000000 predicted=20.822044, expected=28.000000 predicted=18.141679, expected=36.000000 predicted=23.133653, expected=12.000000 predicted=20.819649, expected=28.000000 predicted=21.568439, expected=24.000000 predicted=24.097650, expected=16.000000 predicted=24.104079, expected=12.000000 predicted=20.797750, expected=20.000000 predicted=18.762609, expected=16.000000 predicted=19.440386, expected=36.000000 predicted=20.881844, expected=20.000000 predicted=19.838927, expected=28.000000 predicted=21.774473, expected=12.000000 predicted=21.538410, expected=4.000000 predicted=19.090787, expected=60.000000 predicted=27.162282, expected=8.000000 predicted=22.447027, expected=24.000000 predicted=21.975071, expected=20.000000 predicted=20.493362, expected=16.000000 predicted=23.084537, expected=28.000000 predicted=25.501185, expected=16.000000 predicted=18.808210, expected=4.000000 predicted=17.732632, expected=24.000000 predicted=17.729175, expected=4.000000 predicted=15.715779, expected=12.000000 predicted=14.574713, expected=8.000000 predicted=10.864075, expected=4.000000 predicted=9.677836, expected=8.000000 predicted=9.611995, expected=20.000000 predicted=9.455211, expected=32.000000 predicted=14.150108, expected=16.000000 predicted=14.369812, expected=4.000000 predicted=13.280732, expected=8.000000 predicted=14.352402, expected=4.000000 predicted=14.442907, expected=12.000000 predicted=12.826174, expected=16.000000 predicted=9.888349, expected=4.000000 predicted=7.868136, expected=16.000000 predicted=9.608844, expected=4.000000 predicted=9.231780, expected=16.000000 predicted=11.434679, expected=4.000000 predicted=9.649005, expected=20.000000 predicted=10.786808, expected=4.000000 predicted=10.366613, expected=28.000000 predicted=12.702787, expected=48.000000 predicted=20.045518, expected=24.000000 predicted=21.621498, expected=12.000000 predicted=21.408709, expected=4.000000 predicted=19.382951, expected=44.000000 predicted=27.819795, expected=20.000000 predicted=25.672250, expected=8.000000 predicted=17.958983, expected=24.000000 predicted=17.926662, expected=24.000000 predicted=21.668906, expected=24.000000 predicted=23.795492, expected=16.000000 predicted=18.729803, expected=40.000000 predicted=22.912043, expected=12.000000 predicted=23.286206, expected=44.000000 predicted=26.491238, expected=24.000000 predicted=26.475473, expected=12.000000 predicted=24.922474, expected=16.000000 predicted=23.895003, expected=12.000000 predicted=20.755807, expected=28.000000 predicted=22.677778, expected=24.000000 predicted=19.167518, expected=24.000000 predicted=19.182766, expected=28.000000 predicted=21.612358, expected=12.000000 predicted=21.436458, expected=36.000000 predicted=25.197658, expected=28.000000 predicted=25.463244, expected=12.000000 predicted=23.309506, expected=24.000000 predicted=22.611836, expected=28.000000 predicted=23.927805, expected=16.000000 predicted=24.057087, expected=12.000000 predicted=19.386927, expected=4.000000 predicted=15.996540, expected=4.000000 predicted=14.819363, expected=16.000000 predicted=13.320649, expected=24.000000 predicted=12.837689, expected=24.000000 predicted=13.787234, expected=8.000000 predicted=12.757846, expected=28.000000 predicted=17.233229, expected=48.000000 predicted=25.180100, expected=28.000000 predicted=26.736456, expected=16.000000 predicted=24.297319, expected=40.000000 predicted=28.207128, expected=4.000000 predicted=27.814853, expected=20.000000 predicted=25.734944, expected=4.000000 predicted=18.192798, expected=24.000000 predicted=18.676586, expected=4.000000 predicted=15.356192, expected=16.000000 predicted=12.096098, expected=24.000000 predicted=15.030163, expected=72.000000 predicted=25.031788, expected=32.000000 predicted=28.551435, expected=24.000000 predicted=27.845222, expected=24.000000 predicted=31.628845, expected=28.000000 predicted=35.011556, expected=20.000000 predicted=32.868815, expected=12.000000 predicted=22.828646, expected=28.000000 predicted=22.673381, expected=28.000000 predicted=23.648497, expected=24.000000 predicted=23.134471, expected=16.000000 predicted=20.887142, expected=28.000000 predicted=22.902591, expected=28.000000 predicted=25.494756, expected=12.000000 predicted=22.291984, expected=20.000000 predicted=20.945734, expected=8.000000 predicted=18.686783, expected=12.000000 predicted=17.758855, expected=12.000000 predicted=14.979289, expected=28.000000 predicted=15.681555, expected=28.000000 predicted=18.074550, expected=12.000000 predicted=16.416001, expected=4.000000 predicted=15.399940, expected=8.000000 predicted=15.362306, expected=16.000000 predicted=16.159420, expected=28.000000 predicted=16.108138, expected=12.000000 predicted=13.037847, expected=24.000000 predicted=15.198514, expected=44.000000 predicted=22.711286, expected=16.000000 predicted=23.404025, expected=20.000000 predicted=23.246760, expected=8.000000 predicted=20.522363, expected=12.000000 predicted=20.787611, expected=4.000000 predicted=16.583653, expected=24.000000 predicted=14.224153, expected=4.000000 predicted=11.733023, expected=28.000000 predicted=13.384452, expected=16.000000 predicted=14.723796, expected=32.000000 predicted=18.342181, expected=12.000000 predicted=18.979817, expected=24.000000 predicted=19.365720, expected=28.000000 predicted=23.412923, expected=8.000000 predicted=19.926703, expected=8.000000 predicted=17.798264, expected=56.000000 predicted=23.532225, expected=32.000000 predicted=26.525817, expected=24.000000 predicted=25.201661, expected=24.000000 predicted=25.149499, expected=24.000000 predicted=28.484077, expected=28.000000 predicted=31.051178, expected=8.000000 predicted=22.818542, expected=20.000000 predicted=21.070633, expected=8.000000 predicted=18.516049, expected=12.000000 predicted=16.378918, expected=12.000000 predicted=14.316301, expected=16.000000 predicted=12.803115, expected=20.000000 predicted=14.583270, expected=12.000000 predicted=13.276189, expected=40.000000 predicted=19.052348, expected=32.000000 predicted=22.565474, expected=36.000000 predicted=26.158920, expected=8.000000 predicted=24.134729, expected=12.000000 predicted=23.052194, expected=12.000000 predicted=22.995842, expected=8.000000 predicted=17.620723, expected=8.000000 predicted=13.236062, expected=20.000000 predicted=11.576642, expected=12.000000 predicted=12.045136, expected=20.000000 predicted=13.284692, expected=24.000000 predicted=15.673430, expected=4.000000 predicted=14.435223, expected=8.000000 predicted=14.013708, expected=8.000000 predicted=12.600872, expected=20.000000 predicted=14.128742, expected=44.000000 predicted=18.697298, expected=12.000000 predicted=16.061779, expected=8.000000 predicted=15.814868, expected=36.000000 predicted=21.928640, expected=16.000000 predicted=23.010799, expected=12.000000 predicted=20.356658, expected=20.000000 predicted=17.292291, expected=12.000000 predicted=17.518783, expected=8.000000 predicted=16.644316, expected=24.000000 predicted=15.451108, expected=20.000000 predicted=16.262241, expected=32.000000 predicted=19.523743, expected=8.000000 predicted=17.013830, expected=12.000000 predicted=17.052806, expected=12.000000 predicted=17.772133, expected=20.000000 predicted=17.499366, expected=32.000000 predicted=19.456148, expected=16.000000 predicted=16.667086, expected=4.000000 predicted=15.332793, expected=4.000000 predicted=14.268979, expected=12.000000 predicted=14.776608, expected=8.000000 predicted=12.375856, expected=12.000000 predicted=9.127830, expected=12.000000 predicted=8.683078, expected=20.000000 predicted=11.602918, expected=88.000000 predicted=27.745672, expected=60.000000 predicted=35.521456, expected=56.000000 predicted=42.110181, expected=40.000000 predicted=45.784530, expected=36.000000 predicted=49.852963, expected=12.000000 predicted=46.023956, expected=4.000000 predicted=31.418808, expected=20.000000 predicted=26.396312, expected=12.000000 predicted=19.792673, expected=12.000000 predicted=15.131007, expected=4.000000 predicted=9.973847, expected=16.000000 predicted=11.555204, expected=36.000000 predicted=18.179628, expected=16.000000 predicted=16.626616, expected=4.000000 predicted=13.591532, expected=28.000000 predicted=17.980427, expected=16.000000 predicted=19.463210, expected=16.000000 predicted=18.547156, expected=40.000000 predicted=21.429472, expected=16.000000 predicted=20.520666, expected=44.000000 predicted=27.583648, expected=8.000000 predicted=22.854276, expected=8.000000 predicted=20.593889, expected=16.000000 predicted=20.585920, expected=16.000000 predicted=18.046060, expected=24.000000 predicted=19.032207, expected=8.000000 predicted=13.209567, expected=8.000000 predicted=12.728728, expected=20.000000 predicted=15.365623, expected=4.000000 predicted=12.830825, expected=8.000000 predicted=11.035527, expected=4.000000 predicted=8.138829, expected=8.000000 predicted=8.519450, expected=4.000000 predicted=7.294262, expected=12.000000 predicted=6.977673, expected=4.000000 predicted=6.476820, expected=8.000000 predicted=6.644514, expected=108.000000 predicted=30.433291, expected=16.000000 predicted=27.740079, expected=24.000000 predicted=28.259693, expected=16.000000 predicted=28.088752, expected=8.000000 predicted=29.802098, expected=4.000000 predicted=25.605078, expected=16.000000 predicted=13.717263, expected=32.000000 predicted=17.769523, expected=16.000000 predicted=15.953072, expected=8.000000 predicted=13.507204, expected=8.000000 predicted=13.230551, expected=32.000000 predicted=19.484870, expected=16.000000 predicted=18.671070, expected=20.000000 predicted=16.837961, expected=24.000000 predicted=18.462517, expected=32.000000 predicted=23.175435, expected=12.000000 predicted=21.898966, expected=16.000000 predicted=19.393209, expected=4.000000 predicted=16.654353, expected=16.000000 predicted=16.705151, expected=20.000000 predicted=16.562591, expected=12.000000 predicted=13.476127, expected=16.000000 predicted=13.891138, expected=4.000000 predicted=11.527018, expected=4.000000 Test MSE: 212.127
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792])] predicted=59.431346, expected=56.000000 predicted=59.408880, expected=56.000000 predicted=58.822265, expected=76.000000 predicted=53.581212, expected=76.000000 predicted=54.417556, expected=48.000000 predicted=55.827454, expected=76.000000 predicted=63.590776, expected=68.000000 predicted=66.876008, expected=28.000000 predicted=61.152202, expected=52.000000 predicted=56.297111, expected=72.000000 predicted=57.463397, expected=48.000000 predicted=56.901126, expected=32.000000 predicted=48.492580, expected=44.000000 predicted=45.356748, expected=40.000000 predicted=47.704416, expected=52.000000 predicted=46.914871, expected=64.000000 predicted=46.120134, expected=28.000000 predicted=43.072581, expected=44.000000 predicted=43.956513, expected=48.000000 predicted=45.812836, expected=76.000000 predicted=51.490173, expected=56.000000 predicted=52.252165, expected=24.000000 predicted=45.203905, expected=44.000000 predicted=47.500000, expected=52.000000 predicted=49.987142, expected=64.000000 predicted=51.855326, expected=100.000000 predicted=56.037587, expected=28.000000 predicted=52.423474, expected=52.000000 predicted=54.791674, expected=36.000000 predicted=55.389026, expected=36.000000 predicted=51.906890, expected=32.000000 predicted=45.847179, expected=64.000000 predicted=40.833767, expected=84.000000 predicted=50.523248, expected=60.000000 predicted=51.848985, expected=32.000000 predicted=50.321525, expected=52.000000 predicted=53.254027, expected=16.000000 predicted=51.205616, expected=20.000000 predicted=42.204457, expected=80.000000 predicted=42.465916, expected=40.000000 predicted=40.689971, expected=64.000000 predicted=43.563821, expected=52.000000 predicted=45.410688, expected=68.000000 predicted=53.781566, expected=52.000000 predicted=58.662284, expected=24.000000 predicted=49.309733, expected=84.000000 predicted=56.064409, expected=88.000000 predicted=62.105518, expected=32.000000 predicted=57.282336, expected=60.000000 predicted=54.836685, expected=68.000000 predicted=59.991309, expected=52.000000 predicted=63.468508, expected=52.000000 predicted=57.194697, expected=40.000000 predicted=50.403118, expected=76.000000 predicted=57.217228, expected=72.000000 predicted=59.951018, expected=44.000000 predicted=55.343086, expected=48.000000 predicted=54.163423, expected=68.000000 predicted=57.893948, expected=56.000000 predicted=60.343103, expected=56.000000 predicted=56.212429, expected=44.000000 predicted=52.179851, expected=48.000000 predicted=52.693260, expected=64.000000 predicted=55.331470, expected=828.000000 predicted=184.011333, expected=44.000000 predicted=197.109449, expected=28.000000 predicted=164.781065, expected=52.000000 predicted=184.831267, expected=96.000000 predicted=198.664195, expected=88.000000 predicted=188.875601, expected=32.000000 predicted=55.701441, expected=84.000000 predicted=62.489413, expected=56.000000 predicted=69.017626, expected=52.000000 predicted=66.575246, expected=64.000000 predicted=61.562892, expected=88.000000 predicted=62.904075, expected=48.000000 predicted=64.712715, expected=20.000000 predicted=53.447534, expected=80.000000 predicted=58.082756, expected=56.000000 predicted=59.912641, expected=68.000000 predicted=58.215036, expected=32.000000 predicted=50.193656, expected=44.000000 predicted=49.607533, expected=68.000000 predicted=57.432751, expected=48.000000 predicted=52.420106, expected=48.000000 predicted=49.916277, expected=40.000000 predicted=46.407245, expected=36.000000 predicted=46.892553, expected=48.000000 predicted=47.089072, expected=64.000000 predicted=46.873311, expected=68.000000 predicted=50.123426, expected=56.000000 predicted=51.408468, expected=48.000000 predicted=52.811001, expected=44.000000 predicted=54.278463, expected=44.000000 predicted=53.420165, expected=24.000000 predicted=46.570959, expected=40.000000 predicted=41.640753, expected=44.000000 predicted=40.288655, expected=48.000000 predicted=39.966668, expected=52.000000 predicted=41.203027, expected=56.000000 predicted=43.673253, expected=60.000000 predicted=49.528658, expected=92.000000 predicted=58.213779, expected=88.000000 predicted=65.992700, expected=68.000000 predicted=68.737186, expected=52.000000 predicted=68.746290, expected=28.000000 predicted=64.433723, expected=20.000000 predicted=57.027328, expected=60.000000 predicted=51.719101, expected=64.000000 predicted=48.376839, expected=56.000000 predicted=45.632623, expected=36.000000 predicted=43.313195, expected=56.000000 predicted=48.399455, expected=44.000000 predicted=52.490314, expected=28.000000 predicted=46.322592, expected=104.000000 predicted=53.030742, expected=84.000000 predicted=59.508603, expected=60.000000 predicted=61.364980, expected=44.000000 predicted=59.920456, expected=32.000000 predicted=58.966332, expected=8.000000 predicted=54.302957, expected=28.000000 predicted=41.368104, expected=36.000000 predicted=34.152126, expected=64.000000 predicted=34.523749, expected=60.000000 predicted=37.528693, expected=60.000000 predicted=42.232557, expected=56.000000 predicted=50.331941, expected=64.000000 predicted=56.439286, expected=36.000000 predicted=56.191185, expected=36.000000 predicted=50.978976, expected=72.000000 predicted=53.528588, expected=80.000000 predicted=57.348191, expected=44.000000 predicted=54.400132, expected=56.000000 predicted=53.032075, expected=40.000000 predicted=54.927258, expected=60.000000 predicted=57.842777, expected=60.000000 predicted=56.035810, expected=88.000000 predicted=57.524707, expected=92.000000 predicted=65.786206, expected=80.000000 predicted=69.758158, expected=456.000000 predicted=139.513508, expected=44.000000 predicted=143.148715, expected=40.000000 predicted=126.719256, expected=84.000000 predicted=135.301382, expected=80.000000 predicted=135.240400, expected=116.000000 predicted=131.042372, expected=40.000000 predicted=67.502350, expected=36.000000 predicted=65.050192, expected=48.000000 predicted=67.066050, expected=72.000000 predicted=65.267178, expected=68.000000 predicted=61.900273, expected=48.000000 predicted=51.326734, expected=60.000000 predicted=54.828323, expected=48.000000 predicted=57.398306, expected=32.000000 predicted=53.788448, expected=32.000000 predicted=46.979790, expected=48.000000 predicted=44.280317, expected=36.000000 predicted=42.055133, expected=44.000000 predicted=38.953156, expected=96.000000 predicted=47.657233, expected=32.000000 predicted=48.362132, expected=60.000000 predicted=50.949727, expected=28.000000 predicted=49.692098, expected=80.000000 predicted=56.173866, expected=48.000000 predicted=56.727638, expected=124.000000 predicted=61.185809, expected=60.000000 predicted=67.077271, expected=52.000000 predicted=64.423089, expected=60.000000 predicted=70.075370, expected=1240.000000 predicted=263.124837, expected=44.000000 predicted=282.509097, expected=60.000000 predicted=243.800623, expected=36.000000 predicted=284.761746, expected=88.000000 predicted=284.905718, expected=60.000000 predicted=266.103467, expected=56.000000 predicted=56.151500, expected=40.000000 predicted=56.539178, expected=32.000000 predicted=51.955495, expected=64.000000 predicted=55.758383, expected=40.000000 predicted=48.325377, expected=108.000000 predicted=55.127407, expected=92.000000 predicted=63.011796, expected=36.000000 predicted=61.141262, expected=76.000000 predicted=68.706289, expected=68.000000 predicted=71.210457, expected=76.000000 predicted=74.448162, expected=68.000000 predicted=68.551137, expected=80.000000 predicted=67.162260, expected=28.000000 predicted=65.829275, expected=20.000000 predicted=55.808289, expected=76.000000 predicted=57.789456, expected=52.000000 predicted=53.790628, expected=40.000000 predicted=47.349539, expected=60.000000 predicted=45.849100, expected=64.000000 predicted=52.287856, expected=36.000000 predicted=53.664431, expected=64.000000 predicted=51.818801, expected=84.000000 predicted=58.178709, expected=112.000000 predicted=69.108390, expected=48.000000 predicted=67.530645, expected=52.000000 predicted=65.355467, expected=44.000000 predicted=68.084626, expected=48.000000 predicted=64.023838, expected=36.000000 predicted=55.497346, expected=24.000000 predicted=41.374338, expected=56.000000 predicted=42.654676, expected=52.000000 predicted=43.088688, expected=36.000000 predicted=40.893181, expected=104.000000 predicted=50.589049, expected=100.000000 predicted=62.515550, expected=28.000000 predicted=61.519956, expected=24.000000 predicted=56.748252, expected=52.000000 predicted=58.378641, expected=40.000000 predicted=57.188526, expected=64.000000 predicted=49.390407, expected=52.000000 predicted=43.246501, expected=68.000000 predicted=49.388561, expected=16.000000 predicted=48.552445, expected=16.000000 predicted=41.878019, expected=52.000000 predicted=44.532263, expected=56.000000 predicted=42.839862, expected=32.000000 predicted=38.478902, expected=80.000000 predicted=41.370923, expected=84.000000 predicted=53.859169, expected=44.000000 predicted=57.032210, expected=60.000000 predicted=58.554009, expected=44.000000 predicted=58.071351, expected=76.000000 predicted=63.603641, expected=80.000000 predicted=64.138897, expected=100.000000 predicted=66.595237, expected=52.000000 predicted=68.460433, expected=48.000000 predicted=66.168988, expected=64.000000 predicted=70.193459, expected=36.000000 predicted=63.015777, expected=48.000000 predicted=56.490428, expected=52.000000 predicted=49.909951, expected=44.000000 predicted=48.085915, expected=32.000000 predicted=45.146447, expected=60.000000 predicted=44.923301, expected=60.000000 predicted=49.114923, expected=44.000000 predicted=47.718966, expected=60.000000 predicted=49.393667, expected=44.000000 predicted=50.173294, expected=68.000000 predicted=55.062296, expected=56.000000 predicted=55.102162, expected=48.000000 predicted=52.633998, expected=52.000000 predicted=54.208153, expected=32.000000 predicted=49.895395, expected=56.000000 predicted=51.055218, expected=92.000000 predicted=55.687260, expected=56.000000 predicted=55.497308, expected=72.000000 predicted=58.794313, expected=60.000000 predicted=61.948358, expected=24.000000 predicted=59.617208, expected=36.000000 predicted=55.711522, expected=164.000000 predicted=68.403820, expected=124.000000 predicted=79.921775, expected=88.000000 predicted=80.356766, expected=108.000000 predicted=91.485268, expected=76.000000 predicted=100.912713, expected=36.000000 predicted=97.966943, expected=84.000000 predicted=85.288819, expected=80.000000 predicted=79.009513, expected=40.000000 predicted=69.148136, expected=36.000000 predicted=57.847848, expected=32.000000 predicted=51.796654, expected=24.000000 predicted=48.532080, expected=36.000000 predicted=40.250756, expected=44.000000 predicted=34.856848, expected=76.000000 predicted=40.573926, expected=36.000000 predicted=41.015892, expected=28.000000 predicted=39.786472, expected=52.000000 predicted=45.453398, expected=28.000000 predicted=43.884006, expected=852.000000 predicted=174.748455, expected=52.000000 predicted=183.910658, expected=84.000000 predicted=170.261807, expected=48.000000 predicted=202.954040, expected=36.000000 predicted=195.357580, expected=48.000000 predicted=184.561935, expected=44.000000 predicted=51.965531, expected=48.000000 predicted=50.193948, expected=88.000000 predicted=51.369632, expected=112.000000 predicted=62.591024, expected=56.000000 predicted=65.560190, expected=20.000000 predicted=60.527834, expected=36.000000 predicted=60.291406, expected=32.000000 predicted=57.380171, expected=68.000000 predicted=52.410947, expected=88.000000 predicted=49.451486, expected=56.000000 predicted=49.627779, expected=24.000000 predicted=49.916065, expected=40.000000 predicted=51.334504, expected=36.000000 predicted=52.072126, expected=32.000000 predicted=44.825692, expected=36.000000 predicted=36.493333, expected=88.000000 predicted=42.264171, expected=56.000000 predicted=47.956673, expected=72.000000 predicted=52.040306, expected=28.000000 predicted=52.342788, expected=44.000000 predicted=53.429407, expected=32.000000 predicted=53.132942, expected=48.000000 predicted=45.885444, expected=32.000000 predicted=42.014660, expected=88.000000 predicted=44.537685, expected=56.000000 predicted=50.184228, expected=80.000000 predicted=54.801785, expected=36.000000 predicted=56.888256, expected=52.000000 predicted=56.732109, expected=72.000000 predicted=63.789398, expected=56.000000 predicted=58.389831, expected=36.000000 predicted=54.160942, expected=80.000000 predicted=54.991642, expected=52.000000 predicted=58.365319, expected=48.000000 predicted=55.975030, expected=16.000000 predicted=47.783320, expected=28.000000 predicted=42.945827, expected=68.000000 predicted=48.143829, expected=48.000000 predicted=42.961887, expected=68.000000 predicted=44.598075, expected=24.000000 predicted=42.290298, expected=36.000000 predicted=44.618650, expected=12.000000 predicted=42.604036, expected=56.000000 predicted=39.774226, expected=60.000000 predicted=42.327427, expected=36.000000 predicted=36.558129, expected=44.000000 predicted=39.796531, expected=48.000000 predicted=42.982168, expected=36.000000 predicted=46.132683, expected=40.000000 predicted=43.116600, expected=28.000000 predicted=38.453169, expected=52.000000 predicted=40.629587, expected=52.000000 predicted=42.383879, expected=68.000000 predicted=45.255055, expected=32.000000 predicted=45.052840, expected=40.000000 predicted=44.636045, expected=20.000000 predicted=44.043199, expected=24.000000 predicted=38.611187, expected=40.000000 predicted=36.632664, expected=64.000000 predicted=36.220794, expected=64.000000 predicted=41.371873, expected=44.000000 predicted=42.117983, expected=56.000000 predicted=48.264778, expected=52.000000 predicted=53.459951, expected=40.000000 predicted=52.685736, expected=32.000000 predicted=47.300442, expected=40.000000 predicted=43.659570, expected=56.000000 predicted=45.541947, expected=68.000000 predicted=47.409599, expected=68.000000 predicted=50.113954, expected=40.000000 predicted=50.321879, expected=52.000000 predicted=53.495650, expected=52.000000 predicted=56.065197, expected=64.000000 predicted=56.646533, expected=64.000000 predicted=56.068690, expected=56.000000 predicted=54.268108, expected=40.000000 predicted=54.236602, expected=56.000000 predicted=54.917315, expected=24.000000 predicted=50.556290, expected=48.000000 predicted=46.883664, expected=68.000000 predicted=48.557263, expected=76.000000 predicted=51.549774, expected=176.000000 predicted=73.704150, expected=88.000000 predicted=81.079913, expected=40.000000 predicted=80.914289, expected=48.000000 predicted=83.099134, expected=104.000000 predicted=89.545708, expected=84.000000 predicted=89.001540, expected=100.000000 predicted=75.710152, expected=56.000000 predicted=72.324770, expected=80.000000 predicted=78.235189, expected=44.000000 predicted=78.186790, expected=116.000000 predicted=78.938078, expected=52.000000 predicted=75.057013, expected=68.000000 predicted=67.743823, expected=864.000000 predicted=202.557845, expected=44.000000 predicted=208.583803, expected=40.000000 predicted=188.371885, expected=56.000000 predicted=200.950532, expected=52.000000 predicted=200.001269, expected=96.000000 predicted=188.887896, expected=28.000000 predicted=52.721586, expected=80.000000 predicted=57.522529, expected=36.000000 predicted=58.642790, expected=88.000000 predicted=62.481764, expected=44.000000 predicted=61.627050, expected=28.000000 predicted=50.196088, expected=60.000000 predicted=55.268042, expected=60.000000 predicted=53.138742, expected=52.000000 predicted=54.031357, expected=36.000000 predicted=46.087635, expected=72.000000 predicted=51.174855, expected=28.000000 predicted=51.370656, expected=40.000000 predicted=46.816236, expected=80.000000 predicted=51.052572, expected=56.000000 predicted=52.145499, expected=20.000000 predicted=47.994435, expected=4.000000 predicted=37.853762, expected=8.000000 predicted=34.868950, expected=28.000000 predicted=31.854978, expected=16.000000 predicted=21.072435, expected=4.000000 predicted=12.390273, expected=20.000000 predicted=12.872558, expected=800.000000 predicted=143.965964, expected=8.000000 predicted=153.309736, expected=16.000000 predicted=135.587879, expected=104.000000 predicted=170.276821, expected=72.000000 predicted=181.593210, expected=32.000000 predicted=165.535556, expected=24.000000 predicted=43.166022, expected=36.000000 predicted=48.268848, expected=80.000000 predicted=56.680393, expected=56.000000 predicted=48.946586, expected=92.000000 predicted=52.310004, expected=72.000000 predicted=60.353998, expected=48.000000 predicted=63.962915, expected=88.000000 predicted=72.086828, expected=40.000000 predicted=66.494654, expected=44.000000 predicted=62.808494, expected=84.000000 predicted=62.305962, expected=72.000000 predicted=62.623008, expected=80.000000 predicted=66.557757, expected=60.000000 predicted=63.445345, expected=44.000000 predicted=64.158597, expected=44.000000 predicted=63.626475, expected=64.000000 predicted=60.283162, expected=68.000000 predicted=59.183379, expected=48.000000 predicted=53.959217, expected=76.000000 predicted=56.856211, expected=28.000000 predicted=54.998870, expected=24.000000 predicted=50.639340, expected=132.000000 Test MSE: 11585.262
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959])] predicted=121.961584, expected=124.000000 predicted=103.849444, expected=40.000000 predicted=85.131726, expected=80.000000 predicted=99.731413, expected=80.000000 predicted=107.355815, expected=84.000000 predicted=111.635334, expected=144.000000 predicted=106.705700, expected=60.000000 predicted=71.383461, expected=24.000000 predicted=66.261134, expected=92.000000 predicted=76.231917, expected=28.000000 predicted=66.352652, expected=20.000000 predicted=65.520129, expected=72.000000 predicted=49.411232, expected=152.000000 predicted=84.585812, expected=84.000000 predicted=81.979541, expected=88.000000 predicted=71.264468, expected=92.000000 predicted=71.036152, expected=88.000000 predicted=94.449840, expected=76.000000 predicted=98.308648, expected=136.000000 predicted=102.651952, expected=280.000000 predicted=161.474206, expected=100.000000 predicted=120.132269, expected=56.000000 predicted=103.375843, expected=136.000000 predicted=111.116604, expected=52.000000 predicted=116.463364, expected=120.000000 predicted=149.705717, expected=44.000000 predicted=68.581987, expected=68.000000 predicted=80.617071, expected=92.000000 predicted=86.082735, expected=92.000000 predicted=83.236069, expected=72.000000 predicted=82.975818, expected=76.000000 predicted=69.400174, expected=104.000000 predicted=86.126131, expected=124.000000 predicted=101.883402, expected=136.000000 predicted=109.215913, expected=136.000000 predicted=109.995480, expected=80.000000 predicted=97.289232, expected=112.000000 predicted=112.430855, expected=56.000000 predicted=94.169124, expected=36.000000 predicted=87.429773, expected=132.000000 predicted=103.074761, expected=156.000000 predicted=110.929466, expected=136.000000 predicted=118.179471, expected=112.000000 predicted=96.096580, expected=116.000000 predicted=103.419683, expected=128.000000 predicted=129.879154, expected=76.000000 predicted=114.802361, expected=60.000000 predicted=97.011501, expected=104.000000 predicted=99.231468, expected=116.000000 predicted=107.942840, expected=56.000000 predicted=88.011250, expected=56.000000 predicted=70.191147, expected=144.000000 predicted=96.891403, expected=84.000000 predicted=94.638186, expected=100.000000 predicted=100.718603, expected=120.000000 predicted=88.731708, expected=52.000000 predicted=81.485349, expected=104.000000 predicted=106.648695, expected=56.000000 predicted=74.026089, expected=252.000000 predicted=151.873668, expected=80.000000 predicted=100.856063, expected=104.000000 predicted=109.411006, expected=120.000000 predicted=101.740905, expected=96.000000 predicted=115.159011, expected=32.000000 predicted=110.359431, expected=48.000000 predicted=70.080583, expected=196.000000 predicted=121.672421, expected=28.000000 predicted=80.149460, expected=72.000000 predicted=83.861319, expected=100.000000 predicted=65.853672, expected=100.000000 predicted=96.255141, expected=64.000000 predicted=97.239175, expected=172.000000 predicted=99.942091, expected=56.000000 predicted=81.457445, expected=44.000000 predicted=85.619170, expected=104.000000 predicted=85.609834, expected=124.000000 predicted=100.210749, expected=84.000000 predicted=106.153708, expected=108.000000 predicted=86.628495, expected=32.000000 predicted=63.861952, expected=108.000000 predicted=99.868755, expected=76.000000 predicted=86.205375, expected=100.000000 predicted=93.193459, expected=76.000000 predicted=80.950578, expected=124.000000 predicted=89.468205, expected=180.000000 predicted=124.377075, expected=136.000000 predicted=118.129126, expected=72.000000 predicted=103.798402, expected=96.000000 predicted=101.737930, expected=108.000000 predicted=116.134362, expected=172.000000 predicted=146.725004, expected=152.000000 predicted=130.503804, expected=52.000000 predicted=93.178873, expected=44.000000 predicted=86.613246, expected=112.000000 predicted=105.636404, expected=92.000000 predicted=112.241543, expected=36.000000 predicted=81.527517, expected=84.000000 predicted=68.341322, expected=64.000000 predicted=65.203593, expected=72.000000 predicted=82.975671, expected=176.000000 predicted=105.527494, expected=72.000000 predicted=75.710960, expected=72.000000 predicted=88.975635, expected=92.000000 predicted=80.947377, expected=156.000000 predicted=116.954297, expected=68.000000 predicted=105.789247, expected=160.000000 predicted=113.977715, expected=116.000000 predicted=101.791804, expected=84.000000 predicted=109.656453, expected=36.000000 predicted=90.901290, expected=100.000000 predicted=92.247338, expected=32.000000 predicted=83.350316, expected=168.000000 predicted=113.178848, expected=180.000000 predicted=111.433659, expected=32.000000 predicted=77.331365, expected=32.000000 predicted=76.354965, expected=92.000000 predicted=77.061663, expected=100.000000 predicted=112.965249, expected=92.000000 predicted=102.552562, expected=52.000000 predicted=57.292880, expected=96.000000 predicted=75.471425, expected=64.000000 predicted=78.141515, expected=76.000000 predicted=84.116469, expected=92.000000 predicted=80.841804, expected=144.000000 predicted=96.159648, expected=108.000000 predicted=98.516892, expected=104.000000 predicted=96.229631, expected=72.000000 predicted=87.770111, expected=68.000000 predicted=91.582042, expected=28.000000 predicted=80.446675, expected=64.000000 predicted=76.965632, expected=88.000000 predicted=77.252727, expected=120.000000 predicted=85.273774, expected=80.000000 predicted=74.225857, expected=96.000000 predicted=76.780263, expected=204.000000 predicted=122.342411, expected=44.000000 predicted=89.963889, expected=124.000000 predicted=119.399579, expected=92.000000 predicted=91.757355, expected=104.000000 predicted=113.753694, expected=80.000000 predicted=111.296522, expected=104.000000 predicted=89.071391, expected=80.000000 predicted=95.685580, expected=80.000000 predicted=89.292537, expected=116.000000 predicted=98.592184, expected=100.000000 predicted=93.270311, expected=80.000000 predicted=92.862988, expected=96.000000 predicted=89.973946, expected=84.000000 predicted=88.623204, expected=32.000000 predicted=78.019770, expected=96.000000 predicted=86.222045, expected=56.000000 predicted=68.884856, expected=108.000000 predicted=90.333279, expected=64.000000 predicted=69.674363, expected=60.000000 predicted=64.980662, expected=88.000000 predicted=80.101387, expected=48.000000 predicted=64.455316, expected=104.000000 predicted=88.659632, expected=12.000000 predicted=49.810812, expected=116.000000 predicted=81.664119, expected=144.000000 predicted=93.290539, expected=56.000000 predicted=76.394404, expected=128.000000 predicted=100.237497, expected=84.000000 predicted=75.318339, expected=108.000000 predicted=112.258189, expected=40.000000 predicted=84.961471, expected=96.000000 predicted=85.683614, expected=96.000000 predicted=94.047678, expected=64.000000 predicted=81.373792, expected=72.000000 predicted=79.662705, expected=100.000000 predicted=76.763799, expected=92.000000 predicted=89.644528, expected=152.000000 predicted=108.145626, expected=56.000000 predicted=78.455274, expected=112.000000 predicted=99.330074, expected=48.000000 predicted=80.385425, expected=16.000000 predicted=71.822773, expected=84.000000 predicted=83.986741, expected=56.000000 predicted=60.418574, expected=84.000000 predicted=78.274493, expected=100.000000 predicted=66.980890, expected=140.000000 predicted=86.435744, expected=156.000000 predicted=112.025078, expected=112.000000 predicted=104.019560, expected=104.000000 predicted=109.278868, expected=120.000000 predicted=117.020732, expected=84.000000 predicted=115.080006, expected=52.000000 predicted=99.947099, expected=52.000000 predicted=80.558818, expected=144.000000 predicted=104.180846, expected=128.000000 predicted=106.717972, expected=40.000000 predicted=77.348537, expected=20.000000 predicted=56.321905, expected=108.000000 predicted=81.672521, expected=168.000000 predicted=121.154433, expected=120.000000 predicted=107.612323, expected=60.000000 predicted=74.767734, expected=76.000000 predicted=78.693852, expected=68.000000 predicted=93.828461, expected=60.000000 predicted=95.184540, expected=44.000000 predicted=69.752935, expected=80.000000 predicted=67.332315, expected=40.000000 predicted=57.590289, expected=96.000000 predicted=72.969521, expected=104.000000 predicted=74.013113, expected=152.000000 predicted=97.888849, expected=136.000000 predicted=104.950419, expected=68.000000 predicted=87.416959, expected=180.000000 predicted=130.890457, expected=120.000000 predicted=120.874886, expected=192.000000 predicted=157.924433, expected=96.000000 predicted=120.399782, expected=116.000000 predicted=123.708119, expected=12.000000 predicted=99.247477, expected=28.000000 predicted=85.053695, expected=116.000000 predicted=104.800514, expected=116.000000 predicted=92.545180, expected=100.000000 predicted=90.321566, expected=64.000000 predicted=62.167147, expected=116.000000 predicted=88.940860, expected=68.000000 predicted=91.877929, expected=72.000000 predicted=90.298097, expected=80.000000 predicted=81.654259, expected=36.000000 predicted=65.120304, expected=4.000000 predicted=55.265526, expected=108.000000 predicted=70.393489, expected=152.000000 predicted=91.302412, expected=84.000000 predicted=81.749350, expected=40.000000 predicted=58.939954, expected=8.000000 predicted=44.664333, expected=20.000000 predicted=63.123218, expected=36.000000 predicted=62.186635, expected=12.000000 predicted=34.385959, expected=92.000000 predicted=47.477537, expected=100.000000 predicted=51.555147, expected=96.000000 predicted=65.538390, expected=36.000000 predicted=51.461820, expected=16.000000 predicted=44.036498, expected=60.000000 predicted=66.557130, expected=68.000000 predicted=68.472212, expected=24.000000 predicted=49.972734, expected=48.000000 predicted=41.615542, expected=80.000000 predicted=51.255427, expected=96.000000 predicted=71.001955, expected=44.000000 predicted=56.898098, expected=76.000000 predicted=60.364014, expected=76.000000 predicted=67.317100, expected=100.000000 predicted=85.244352, expected=92.000000 predicted=83.582463, expected=48.000000 predicted=64.643106, expected=116.000000 predicted=90.032821, expected=84.000000 predicted=83.399446, expected=84.000000 predicted=90.276781, expected=76.000000 predicted=80.031963, expected=96.000000 predicted=83.804717, expected=92.000000 predicted=93.464137, expected=84.000000 predicted=85.793894, expected=116.000000 predicted=95.358182, expected=24.000000 predicted=67.865732, expected=60.000000 predicted=77.369254, expected=148.000000 predicted=98.066084, expected=172.000000 predicted=117.059777, expected=260.000000 predicted=158.734033, expected=84.000000 predicted=102.745374, expected=96.000000 predicted=121.679491, expected=40.000000 predicted=108.602316, expected=40.000000 predicted=110.003880, expected=116.000000 predicted=122.548170, expected=136.000000 predicted=98.501201, expected=68.000000 predicted=81.738222, expected=52.000000 predicted=63.992978, expected=148.000000 predicted=98.544464, expected=44.000000 predicted=86.472048, expected=40.000000 predicted=80.060174, expected=72.000000 predicted=65.681281, expected=56.000000 predicted=66.851156, expected=20.000000 predicted=62.805790, expected=20.000000 predicted=35.783841, expected=32.000000 predicted=37.655573, expected=80.000000 predicted=57.576630, expected=64.000000 predicted=50.384729, expected=72.000000 predicted=50.936148, expected=60.000000 predicted=50.369417, expected=56.000000 predicted=57.112943, expected=64.000000 predicted=66.290166, expected=64.000000 predicted=63.567161, expected=64.000000 predicted=64.388444, expected=28.000000 predicted=49.495075, expected=88.000000 predicted=66.326904, expected=56.000000 predicted=58.820771, expected=40.000000 predicted=55.631046, expected=96.000000 predicted=67.387156, expected=64.000000 predicted=59.198937, expected=124.000000 predicted=90.887030, expected=72.000000 predicted=69.995124, expected=120.000000 predicted=91.139539, expected=136.000000 predicted=106.108641, expected=92.000000 predicted=97.940533, expected=116.000000 predicted=111.572823, expected=68.000000 predicted=89.030133, expected=124.000000 predicted=115.468694, expected=56.000000 predicted=90.848584, expected=88.000000 predicted=92.599232, expected=132.000000 predicted=103.645767, expected=60.000000 predicted=82.453848, expected=24.000000 predicted=71.932278, expected=100.000000 predicted=77.081819, expected=88.000000 predicted=84.938227, expected=52.000000 predicted=78.388817, expected=44.000000 predicted=54.795456, expected=112.000000 predicted=74.528428, expected=228.000000 predicted=132.268339, expected=188.000000 predicted=132.375203, expected=136.000000 predicted=121.915173, expected=64.000000 predicted=101.741386, expected=56.000000 predicted=112.635864, expected=84.000000 predicted=126.725372, expected=132.000000 predicted=124.858212, expected=44.000000 predicted=80.917482, expected=124.000000 predicted=91.531819, expected=24.000000 predicted=59.774140, expected=72.000000 predicted=82.559461, expected=44.000000 predicted=67.950198, expected=56.000000 predicted=61.646529, expected=80.000000 predicted=72.911376, expected=88.000000 predicted=64.337405, expected=72.000000 predicted=69.487590, expected=100.000000 predicted=75.927270, expected=76.000000 predicted=75.231120, expected=72.000000 predicted=79.816272, expected=64.000000 predicted=74.743079, expected=40.000000 predicted=64.193501, expected=48.000000 predicted=65.271669, expected=56.000000 predicted=59.769253, expected=132.000000 predicted=84.338626, expected=72.000000 predicted=68.595426, expected=52.000000 predicted=61.421685, expected=52.000000 predicted=59.411772, expected=88.000000 predicted=77.899672, expected=68.000000 predicted=80.713611, expected=64.000000 predicted=66.392297, expected=76.000000 predicted=65.850829, expected=108.000000 predicted=81.527576, expected=92.000000 predicted=85.381004, expected=36.000000 predicted=64.517530, expected=112.000000 predicted=85.554223, expected=64.000000 predicted=76.280776, expected=68.000000 predicted=82.528559, expected=56.000000 predicted=66.558686, expected=20.000000 predicted=49.505325, expected=44.000000 predicted=61.078762, expected=132.000000 predicted=79.287783, expected=96.000000 predicted=76.348231, expected=116.000000 predicted=84.571393, expected=144.000000 predicted=93.933992, expected=144.000000 predicted=114.930879, expected=100.000000 predicted=117.594927, expected=44.000000 predicted=90.549086, expected=88.000000 predicted=102.082836, expected=44.000000 predicted=87.091132, expected=60.000000 predicted=83.329687, expected=24.000000 predicted=52.898239, expected=28.000000 predicted=44.148760, expected=32.000000 predicted=45.101389, expected=44.000000 predicted=41.196224, expected=52.000000 predicted=44.297367, expected=72.000000 predicted=47.327123, expected=84.000000 predicted=57.042592, expected=72.000000 predicted=59.823950, expected=92.000000 predicted=71.938518, expected=52.000000 predicted=63.856996, expected=92.000000 predicted=80.792195, expected=52.000000 predicted=68.308809, expected=68.000000 predicted=72.132841, expected=20.000000 predicted=53.208033, expected=68.000000 predicted=61.258199, expected=48.000000 predicted=57.314610, expected=108.000000 predicted=72.838491, expected=80.000000 predicted=67.471665, expected=212.000000 predicted=113.327535, expected=168.000000 predicted=121.821445, expected=136.000000 predicted=123.900970, expected=124.000000 predicted=127.837687, expected=84.000000 predicted=117.353263, expected=36.000000 Test MSE: 2050.474
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265])] predicted=47.494152, expected=80.000000 predicted=53.344263, expected=64.000000 predicted=51.295886, expected=72.000000 predicted=63.039124, expected=44.000000 predicted=55.233963, expected=56.000000 predicted=57.402590, expected=32.000000 predicted=54.065037, expected=32.000000 predicted=45.988602, expected=52.000000 predicted=51.561350, expected=28.000000 predicted=38.712338, expected=16.000000 predicted=32.349982, expected=56.000000 predicted=39.431770, expected=36.000000 predicted=37.565454, expected=44.000000 predicted=41.466250, expected=48.000000 predicted=39.180817, expected=24.000000 predicted=31.329466, expected=20.000000 predicted=34.323509, expected=32.000000 predicted=32.844910, expected=72.000000 predicted=49.314175, expected=108.000000 predicted=67.724375, expected=56.000000 predicted=51.955412, expected=16.000000 predicted=35.349417, expected=16.000000 predicted=35.522928, expected=16.000000 predicted=41.625671, expected=16.000000 predicted=41.346498, expected=96.000000 predicted=54.589046, expected=64.000000 predicted=45.464311, expected=8.000000 predicted=25.519011, expected=20.000000 predicted=25.649874, expected=44.000000 predicted=38.110540, expected=24.000000 predicted=46.455653, expected=48.000000 predicted=41.610587, expected=32.000000 predicted=27.652048, expected=16.000000 predicted=24.827543, expected=16.000000 predicted=26.932497, expected=24.000000 predicted=25.145492, expected=16.000000 predicted=26.221518, expected=44.000000 predicted=30.414577, expected=44.000000 predicted=30.800276, expected=56.000000 predicted=37.357812, expected=16.000000 predicted=27.770783, expected=44.000000 predicted=33.866959, expected=24.000000 predicted=35.590544, expected=32.000000 predicted=35.511847, expected=28.000000 predicted=34.915867, expected=48.000000 predicted=33.828795, expected=36.000000 predicted=37.483563, expected=32.000000 predicted=31.302218, expected=44.000000 predicted=37.386570, expected=40.000000 predicted=37.525134, expected=20.000000 predicted=33.712127, expected=28.000000 predicted=31.071345, expected=36.000000 predicted=33.725443, expected=48.000000 predicted=40.737950, expected=20.000000 predicted=30.492288, expected=4.000000 predicted=17.965549, expected=84.000000 predicted=46.588930, expected=52.000000 predicted=46.405775, expected=88.000000 predicted=59.216669, expected=148.000000 predicted=82.653240, expected=88.000000 predicted=73.769501, expected=56.000000 predicted=76.150288, expected=52.000000 predicted=66.005785, expected=56.000000 predicted=74.617418, expected=160.000000 predicted=119.442033, expected=112.000000 predicted=99.083728, expected=124.000000 predicted=95.951376, expected=100.000000 predicted=92.890956, expected=36.000000 predicted=74.890415, expected=80.000000 predicted=100.834483, expected=88.000000 predicted=93.843043, expected=40.000000 predicted=76.143917, expected=56.000000 predicted=65.975243, expected=136.000000 predicted=84.175807, expected=20.000000 predicted=62.602652, expected=44.000000 predicted=58.739707, expected=48.000000 predicted=50.287556, expected=60.000000 predicted=60.883502, expected=136.000000 predicted=99.840989, expected=52.000000 predicted=56.005430, expected=64.000000 predicted=60.832328, expected=84.000000 predicted=70.908865, expected=72.000000 predicted=76.089959, expected=100.000000 predicted=95.473295, expected=28.000000 predicted=55.465749, expected=52.000000 predicted=59.978326, expected=100.000000 predicted=80.448919, expected=100.000000 predicted=84.924293, expected=76.000000 predicted=79.706455, expected=56.000000 predicted=58.318299, expected=72.000000 predicted=70.641244, expected=60.000000 predicted=76.511385, expected=40.000000 predicted=64.514600, expected=52.000000 predicted=58.244419, expected=64.000000 predicted=59.171154, expected=52.000000 predicted=58.384004, expected=16.000000 predicted=40.252487, expected=64.000000 predicted=49.165082, expected=36.000000 predicted=46.436048, expected=24.000000 predicted=40.669544, expected=84.000000 predicted=54.807109, expected=56.000000 predicted=47.636745, expected=12.000000 predicted=39.699289, expected=32.000000 predicted=34.616263, expected=32.000000 predicted=36.016090, expected=40.000000 predicted=48.248994, expected=132.000000 predicted=72.457612, expected=56.000000 predicted=50.628432, expected=84.000000 predicted=62.655209, expected=32.000000 predicted=48.991111, expected=28.000000 predicted=49.810923, expected=48.000000 predicted=66.918713, expected=36.000000 predicted=47.130677, expected=36.000000 predicted=47.086342, expected=56.000000 predicted=41.956542, expected=32.000000 predicted=36.898604, expected=68.000000 predicted=51.194006, expected=40.000000 predicted=42.985020, expected=52.000000 predicted=46.871036, expected=20.000000 predicted=39.116853, expected=16.000000 predicted=30.720854, expected=60.000000 predicted=49.271885, expected=52.000000 predicted=45.371808, expected=24.000000 predicted=36.363644, expected=40.000000 predicted=32.250825, expected=36.000000 predicted=34.714579, expected=36.000000 predicted=42.944819, expected=48.000000 predicted=42.748598, expected=16.000000 predicted=28.132435, expected=52.000000 predicted=40.562186, expected=36.000000 predicted=37.394269, expected=52.000000 predicted=43.020797, expected=40.000000 predicted=41.099844, expected=36.000000 predicted=34.995544, expected=52.000000 predicted=46.685302, expected=72.000000 predicted=53.302139, expected=76.000000 predicted=60.994688, expected=52.000000 predicted=52.326637, expected=20.000000 predicted=39.928645, expected=20.000000 predicted=39.740732, expected=20.000000 predicted=40.787587, expected=88.000000 predicted=61.259839, expected=52.000000 predicted=48.729393, expected=128.000000 predicted=68.452718, expected=20.000000 predicted=43.000303, expected=20.000000 predicted=38.176859, expected=32.000000 predicted=51.112506, expected=100.000000 predicted=70.715885, expected=40.000000 predicted=65.648348, expected=56.000000 predicted=42.185538, expected=92.000000 predicted=59.159633, expected=24.000000 predicted=48.373804, expected=36.000000 predicted=55.579623, expected=28.000000 predicted=39.265450, expected=36.000000 predicted=45.289833, expected=28.000000 predicted=44.389206, expected=52.000000 predicted=36.935599, expected=48.000000 predicted=40.967962, expected=20.000000 predicted=30.745501, expected=16.000000 predicted=27.465023, expected=4.000000 predicted=21.129281, expected=44.000000 predicted=36.606409, expected=56.000000 predicted=41.373294, expected=44.000000 predicted=33.896737, expected=52.000000 predicted=36.206621, expected=36.000000 predicted=33.501047, expected=48.000000 predicted=46.161403, expected=16.000000 predicted=37.377681, expected=48.000000 predicted=41.847465, expected=48.000000 predicted=45.065907, expected=48.000000 predicted=42.878381, expected=28.000000 predicted=37.046191, expected=12.000000 predicted=24.532847, expected=12.000000 predicted=28.297724, expected=60.000000 predicted=42.806405, expected=20.000000 predicted=32.273933, expected=32.000000 predicted=27.456612, expected=40.000000 predicted=28.555357, expected=20.000000 predicted=26.529397, expected=68.000000 predicted=48.626755, expected=100.000000 predicted=58.083581, expected=12.000000 predicted=37.732896, expected=32.000000 predicted=37.063487, expected=36.000000 predicted=37.712284, expected=60.000000 predicted=57.748929, expected=56.000000 predicted=58.667769, expected=44.000000 predicted=37.235896, expected=16.000000 predicted=32.195531, expected=20.000000 predicted=32.171779, expected=80.000000 predicted=56.284970, expected=60.000000 predicted=53.893439, expected=36.000000 predicted=41.066193, expected=16.000000 predicted=26.990526, expected=16.000000 predicted=29.163405, expected=40.000000 predicted=46.369152, expected=64.000000 predicted=49.195855, expected=32.000000 predicted=34.921429, expected=40.000000 predicted=31.855061, expected=52.000000 predicted=39.480792, expected=32.000000 predicted=41.174349, expected=24.000000 predicted=38.773077, expected=28.000000 predicted=31.693969, expected=36.000000 predicted=36.457291, expected=20.000000 predicted=32.112858, expected=8.000000 predicted=20.710042, expected=52.000000 predicted=32.462502, expected=36.000000 predicted=32.993970, expected=72.000000 predicted=45.858951, expected=60.000000 predicted=43.431150, expected=12.000000 predicted=28.849565, expected=36.000000 predicted=40.591913, expected=20.000000 predicted=34.522611, expected=40.000000 predicted=44.891389, expected=52.000000 predicted=43.647466, expected=24.000000 predicted=27.440537, expected=36.000000 predicted=33.650231, expected=52.000000 predicted=38.392795, expected=44.000000 predicted=43.119020, expected=40.000000 predicted=41.978395, expected=76.000000 predicted=49.407544, expected=24.000000 predicted=40.254601, expected=56.000000 predicted=49.324014, expected=72.000000 predicted=55.613810, expected=44.000000 predicted=50.529519, expected=28.000000 predicted=46.479023, expected=76.000000 predicted=51.430103, expected=80.000000 predicted=66.181303, expected=20.000000 predicted=48.727726, expected=108.000000 predicted=65.954651, expected=92.000000 predicted=70.280574, expected=100.000000 predicted=85.897749, expected=44.000000 predicted=66.047872, expected=72.000000 predicted=63.481877, expected=36.000000 predicted=70.334469, expected=72.000000 predicted=72.959242, expected=68.000000 predicted=71.266641, expected=44.000000 predicted=52.328983, expected=52.000000 predicted=56.385689, expected=40.000000 predicted=46.814752, expected=40.000000 predicted=52.166197, expected=64.000000 predicted=56.357143, expected=28.000000 predicted=41.576266, expected=40.000000 predicted=42.938390, expected=24.000000 predicted=35.086513, expected=64.000000 predicted=47.966669, expected=76.000000 predicted=58.999286, expected=56.000000 predicted=48.527154, expected=32.000000 predicted=41.997782, expected=24.000000 predicted=36.044952, expected=24.000000 predicted=42.651746, expected=68.000000 predicted=56.192051, expected=56.000000 predicted=50.008233, expected=96.000000 predicted=58.915873, expected=16.000000 predicted=37.066894, expected=12.000000 predicted=31.583491, expected=68.000000 predicted=56.524180, expected=16.000000 predicted=42.527215, expected=20.000000 predicted=40.323355, expected=36.000000 predicted=26.500762, expected=40.000000 predicted=32.743768, expected=36.000000 predicted=40.573046, expected=12.000000 predicted=21.092844, expected=4.000000 predicted=17.765061, expected=56.000000 predicted=36.878609, expected=4.000000 predicted=24.367444, expected=76.000000 predicted=41.382046, expected=52.000000 predicted=36.389414, expected=44.000000 predicted=36.657350, expected=40.000000 predicted=43.339619, expected=48.000000 predicted=39.633325, expected=28.000000 predicted=47.327845, expected=36.000000 predicted=40.775186, expected=16.000000 predicted=31.597921, expected=8.000000 predicted=25.149222, expected=52.000000 predicted=37.670526, expected=48.000000 predicted=36.839748, expected=28.000000 predicted=31.692617, expected=32.000000 predicted=27.165547, expected=28.000000 predicted=28.001003, expected=84.000000 predicted=55.767000, expected=40.000000 predicted=45.199014, expected=24.000000 predicted=33.138499, expected=36.000000 predicted=35.947438, expected=36.000000 predicted=39.299056, expected=40.000000 predicted=48.352689, expected=8.000000 predicted=26.233199, expected=40.000000 predicted=30.695873, expected=20.000000 predicted=29.017028, expected=24.000000 predicted=28.227351, expected=28.000000 predicted=27.863006, expected=36.000000 predicted=26.486672, expected=24.000000 predicted=29.202740, expected=28.000000 predicted=25.524306, expected=60.000000 predicted=38.230696, expected=36.000000 predicted=35.965946, expected=20.000000 predicted=30.206809, expected=8.000000 predicted=21.804107, expected=8.000000 predicted=21.993885, expected=44.000000 predicted=36.940040, expected=44.000000 predicted=33.573933, expected=60.000000 predicted=36.665965, expected=4.000000 predicted=19.334459, expected=20.000000 predicted=22.555973, expected=20.000000 predicted=30.213184, expected=76.000000 predicted=48.724340, expected=32.000000 predicted=39.572806, expected=52.000000 predicted=33.056638, expected=16.000000 predicted=28.201780, expected=20.000000 predicted=29.592183, expected=16.000000 predicted=35.430073, expected=36.000000 predicted=31.328840, expected=40.000000 predicted=35.898957, expected=36.000000 predicted=28.206357, expected=16.000000 predicted=22.984020, expected=16.000000 predicted=21.619682, expected=8.000000 predicted=22.345725, expected=12.000000 predicted=21.528486, expected=44.000000 predicted=29.080902, expected=52.000000 predicted=31.405553, expected=36.000000 predicted=28.741428, expected=44.000000 predicted=30.736750, expected=32.000000 predicted=32.098227, expected=20.000000 predicted=34.307679, expected=24.000000 predicted=33.559505, expected=52.000000 predicted=39.176295, expected=80.000000 predicted=52.768742, expected=44.000000 predicted=42.359963, expected=44.000000 predicted=38.937388, expected=52.000000 predicted=45.541630, expected=48.000000 predicted=52.859015, expected=20.000000 predicted=45.447554, expected=4.000000 predicted=27.490914, expected=48.000000 predicted=39.041005, expected=56.000000 predicted=46.256035, expected=16.000000 predicted=31.206340, expected=16.000000 predicted=20.759985, expected=16.000000 predicted=19.981839, expected=24.000000 predicted=31.201294, expected=4.000000 predicted=22.334105, expected=32.000000 predicted=20.268168, expected=68.000000 predicted=35.850475, expected=28.000000 predicted=28.670470, expected=12.000000 predicted=21.766031, expected=36.000000 predicted=26.222469, expected=8.000000 predicted=26.718391, expected=20.000000 predicted=31.229147, expected=64.000000 predicted=36.304472, expected=80.000000 predicted=46.013410, expected=36.000000 predicted=39.585751, expected=28.000000 predicted=29.951166, expected=28.000000 predicted=34.934242, expected=80.000000 predicted=61.570802, expected=52.000000 Test MSE: 626.263
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217])] predicted=18.086838, expected=36.000000 predicted=24.948864, expected=56.000000 predicted=27.250237, expected=32.000000 predicted=25.709103, expected=12.000000 predicted=25.744067, expected=24.000000 predicted=28.339859, expected=48.000000 predicted=35.177147, expected=28.000000 predicted=33.273917, expected=28.000000 predicted=29.968670, expected=8.000000 predicted=22.299953, expected=8.000000 predicted=21.509611, expected=16.000000 predicted=23.147870, expected=12.000000 predicted=15.921716, expected=20.000000 predicted=16.913696, expected=20.000000 predicted=14.485527, expected=72.000000 predicted=29.920058, expected=28.000000 predicted=26.951722, expected=40.000000 predicted=33.254507, expected=8.000000 predicted=28.771159, expected=8.000000 predicted=24.795061, expected=40.000000 predicted=36.153205, expected=40.000000 predicted=27.705671, expected=24.000000 predicted=27.672975, expected=48.000000 predicted=30.587085, expected=4.000000 predicted=22.504317, expected=44.000000 predicted=35.385766, expected=16.000000 predicted=28.267063, expected=20.000000 predicted=24.556272, expected=8.000000 predicted=23.912860, expected=40.000000 predicted=22.145171, expected=32.000000 predicted=28.308136, expected=4.000000 predicted=17.876887, expected=4.000000 predicted=17.541801, expected=8.000000 predicted=13.800760, expected=16.000000 predicted=17.661135, expected=28.000000 predicted=18.001219, expected=40.000000 predicted=18.947190, expected=36.000000 predicted=22.991439, expected=12.000000 predicted=21.395107, expected=36.000000 predicted=28.742840, expected=20.000000 predicted=26.913389, expected=28.000000 predicted=29.029748, expected=40.000000 predicted=31.151342, expected=32.000000 predicted=26.982584, expected=12.000000 predicted=27.023030, expected=40.000000 predicted=29.941555, expected=32.000000 predicted=29.931363, expected=24.000000 predicted=29.789245, expected=4.000000 predicted=22.904671, expected=20.000000 predicted=20.805612, expected=4.000000 predicted=19.184817, expected=8.000000 predicted=15.134295, expected=4.000000 predicted=10.966490, expected=16.000000 predicted=9.280068, expected=24.000000 predicted=14.626556, expected=16.000000 predicted=11.945739, expected=28.000000 predicted=17.613605, expected=20.000000 predicted=17.406298, expected=20.000000 predicted=20.211822, expected=12.000000 predicted=19.521906, expected=36.000000 predicted=23.156756, expected=52.000000 predicted=30.950798, expected=44.000000 predicted=31.793459, expected=52.000000 predicted=38.355537, expected=16.000000 predicted=31.612790, expected=24.000000 predicted=35.496225, expected=12.000000 predicted=31.433709, expected=32.000000 predicted=30.167044, expected=48.000000 predicted=34.634626, expected=4.000000 predicted=19.616916, expected=24.000000 predicted=25.059638, expected=20.000000 predicted=21.890443, expected=16.000000 predicted=22.424675, expected=32.000000 predicted=27.242427, expected=28.000000 predicted=20.279529, expected=12.000000 predicted=20.974188, expected=60.000000 predicted=32.120221, expected=12.000000 predicted=23.613151, expected=96.000000 predicted=46.294831, expected=44.000000 predicted=42.709889, expected=20.000000 predicted=36.630716, expected=24.000000 predicted=43.051010, expected=16.000000 predicted=29.848282, expected=32.000000 predicted=40.973974, expected=32.000000 predicted=29.512774, expected=20.000000 predicted=23.419198, expected=20.000000 predicted=23.840538, expected=28.000000 predicted=24.335118, expected=28.000000 predicted=26.921365, expected=32.000000 predicted=27.805068, expected=24.000000 predicted=25.091266, expected=20.000000 predicted=24.422005, expected=40.000000 predicted=29.940132, expected=8.000000 predicted=23.297482, expected=24.000000 predicted=25.135145, expected=8.000000 predicted=19.318478, expected=32.000000 predicted=22.470631, expected=20.000000 predicted=23.077908, expected=32.000000 predicted=21.220128, expected=16.000000 predicted=21.893429, expected=24.000000 predicted=21.204012, expected=80.000000 predicted=39.355604, expected=100.000000 predicted=51.283343, expected=100.000000 predicted=65.015518, expected=20.000000 predicted=50.629928, expected=68.000000 predicted=63.465666, expected=24.000000 predicted=60.390804, expected=16.000000 predicted=50.479457, expected=4.000000 predicted=37.157274, expected=48.000000 predicted=30.017588, expected=52.000000 predicted=39.968907, expected=44.000000 predicted=33.603389, expected=40.000000 predicted=35.354472, expected=48.000000 predicted=38.613845, expected=76.000000 predicted=54.774765, expected=60.000000 predicted=54.996982, expected=60.000000 predicted=55.732491, expected=44.000000 predicted=53.030807, expected=84.000000 predicted=63.892849, expected=16.000000 predicted=52.418183, expected=4.000000 predicted=38.419570, expected=56.000000 predicted=46.204010, expected=44.000000 predicted=39.893758, expected=88.000000 predicted=56.897053, expected=56.000000 predicted=46.654783, expected=16.000000 predicted=38.000588, expected=76.000000 predicted=58.745032, expected=36.000000 predicted=49.439633, expected=64.000000 predicted=58.311836, expected=44.000000 predicted=49.313100, expected=92.000000 predicted=57.490227, expected=40.000000 predicted=58.504495, expected=40.000000 predicted=49.817967, expected=56.000000 predicted=56.609922, expected=68.000000 predicted=56.704812, expected=36.000000 predicted=54.954847, expected=64.000000 predicted=52.226117, expected=72.000000 predicted=57.794843, expected=24.000000 predicted=49.491303, expected=16.000000 predicted=43.830312, expected=32.000000 predicted=38.370491, expected=80.000000 predicted=51.853544, expected=40.000000 predicted=45.328375, expected=44.000000 predicted=40.144162, expected=44.000000 predicted=42.753157, expected=52.000000 predicted=47.342134, expected=24.000000 predicted=45.871382, expected=80.000000 predicted=51.165921, expected=52.000000 predicted=50.142043, expected=108.000000 predicted=65.178405, expected=48.000000 predicted=61.660412, expected=88.000000 predicted=65.968741, expected=68.000000 predicted=75.923839, expected=24.000000 predicted=57.303609, expected=40.000000 predicted=61.910558, expected=44.000000 predicted=49.530335, expected=60.000000 predicted=55.110324, expected=72.000000 predicted=55.961906, expected=56.000000 predicted=50.021056, expected=28.000000 predicted=47.117728, expected=12.000000 predicted=40.206967, expected=12.000000 predicted=35.568122, expected=16.000000 predicted=30.857447, expected=36.000000 predicted=29.013806, expected=28.000000 predicted=23.811265, expected=12.000000 predicted=18.280976, expected=16.000000 predicted=19.103499, expected=36.000000 predicted=24.829704, expected=24.000000 predicted=25.737378, expected=12.000000 predicted=20.563548, expected=8.000000 predicted=16.408571, expected=48.000000 predicted=26.287051, expected=44.000000 predicted=31.708805, expected=16.000000 predicted=24.434335, expected=12.000000 predicted=21.875758, expected=36.000000 predicted=27.071533, expected=8.000000 predicted=25.017339, expected=4.000000 predicted=18.452784, expected=12.000000 predicted=14.611060, expected=40.000000 predicted=20.476849, expected=8.000000 predicted=17.927587, expected=20.000000 predicted=15.770418, expected=56.000000 predicted=27.910578, expected=20.000000 predicted=24.227916, expected=28.000000 predicted=29.574735, expected=48.000000 predicted=32.453167, expected=8.000000 predicted=25.620997, expected=8.000000 predicted=26.548364, expected=28.000000 predicted=23.735157, expected=12.000000 predicted=19.596527, expected=16.000000 predicted=20.958069, expected=20.000000 predicted=16.144366, expected=24.000000 predicted=17.869101, expected=32.000000 predicted=24.054480, expected=36.000000 predicted=25.040902, expected=32.000000 predicted=27.394829, expected=20.000000 predicted=26.308313, expected=44.000000 predicted=32.662791, expected=16.000000 predicted=28.153072, expected=36.000000 predicted=31.228331, expected=40.000000 predicted=33.324507, expected=36.000000 predicted=31.447044, expected=28.000000 predicted=33.997694, expected=16.000000 predicted=26.206764, expected=4.000000 predicted=23.269228, expected=24.000000 predicted=24.443303, expected=48.000000 predicted=29.299567, expected=4.000000 predicted=19.109987, expected=16.000000 predicted=18.741277, expected=24.000000 predicted=19.930611, expected=12.000000 predicted=18.771301, expected=4.000000 predicted=17.967700, expected=28.000000 predicted=15.891689, expected=84.000000 predicted=35.264230, expected=20.000000 predicted=28.281603, expected=24.000000 predicted=28.593875, expected=60.000000 predicted=39.467509, expected=56.000000 predicted=43.682070, expected=20.000000 predicted=43.562216, expected=4.000000 predicted=27.753715, expected=20.000000 predicted=27.852719, expected=32.000000 predicted=31.313951, expected=8.000000 predicted=21.997078, expected=4.000000 predicted=14.121812, expected=12.000000 predicted=12.863843, expected=4.000000 predicted=10.999599, expected=4.000000 predicted=10.321393, expected=20.000000 predicted=10.478777, expected=44.000000 predicted=18.302714, expected=36.000000 predicted=22.610797, expected=24.000000 predicted=22.864579, expected=4.000000 predicted=19.540961, expected=16.000000 predicted=21.899751, expected=16.000000 predicted=22.156766, expected=28.000000 predicted=21.628543, expected=44.000000 predicted=26.072978, expected=44.000000 predicted=27.706314, expected=28.000000 predicted=29.503537, expected=40.000000 predicted=34.327887, expected=24.000000 predicted=32.590519, expected=8.000000 predicted=27.638403, expected=60.000000 predicted=38.506910, expected=20.000000 predicted=27.815980, expected=20.000000 predicted=27.932935, expected=4.000000 predicted=21.595933, expected=16.000000 predicted=17.952933, expected=32.000000 predicted=27.507724, expected=4.000000 predicted=13.991239, expected=28.000000 predicted=19.613505, expected=16.000000 predicted=16.469196, expected=20.000000 predicted=18.416536, expected=24.000000 predicted=22.429519, expected=24.000000 predicted=19.045347, expected=28.000000 predicted=24.451615, expected=36.000000 predicted=26.260217, expected=4.000000 predicted=19.994249, expected=8.000000 predicted=18.980507, expected=32.000000 predicted=23.296015, expected=52.000000 predicted=29.318685, expected=20.000000 predicted=25.674045, expected=20.000000 predicted=22.808601, expected=24.000000 predicted=25.415277, expected=16.000000 predicted=24.458686, expected=8.000000 predicted=22.143901, expected=68.000000 predicted=31.928476, expected=28.000000 predicted=26.987263, expected=40.000000 predicted=32.265492, expected=48.000000 predicted=37.937925, expected=20.000000 predicted=30.508660, expected=48.000000 predicted=44.447052, expected=24.000000 predicted=32.918425, expected=56.000000 predicted=40.927589, expected=8.000000 predicted=32.031664, expected=28.000000 predicted=29.021812, expected=12.000000 predicted=28.327226, expected=12.000000 predicted=19.866274, expected=20.000000 predicted=24.019994, expected=12.000000 predicted=13.993268, expected=12.000000 predicted=15.902504, expected=52.000000 predicted=24.376922, expected=68.000000 predicted=34.477032, expected=8.000000 predicted=26.394281, expected=12.000000 predicted=26.166208, expected=32.000000 predicted=29.838501, expected=12.000000 predicted=26.378754, expected=12.000000 predicted=24.386615, expected=24.000000 predicted=17.888291, expected=44.000000 predicted=24.520681, expected=16.000000 predicted=23.000484, expected=24.000000 predicted=22.706408, expected=20.000000 predicted=22.864294, expected=8.000000 predicted=19.413254, expected=16.000000 predicted=21.619685, expected=28.000000 predicted=19.519794, expected=68.000000 predicted=32.884394, expected=32.000000 predicted=29.753225, expected=12.000000 predicted=25.437574, expected=28.000000 predicted=30.802588, expected=32.000000 predicted=31.044907, expected=40.000000 predicted=36.709548, expected=12.000000 predicted=25.010381, expected=24.000000 predicted=24.332201, expected=24.000000 predicted=26.290001, expected=16.000000 predicted=22.617357, expected=16.000000 predicted=22.259680, expected=4.000000 predicted=13.967654, expected=20.000000 predicted=17.517232, expected=24.000000 predicted=18.381505, expected=20.000000 predicted=16.864992, expected=12.000000 predicted=16.164379, expected=28.000000 predicted=19.055467, expected=12.000000 predicted=18.042276, expected=8.000000 predicted=16.032774, expected=52.000000 predicted=26.686711, expected=24.000000 predicted=21.865343, expected=16.000000 predicted=22.953552, expected=16.000000 predicted=21.713223, expected=40.000000 predicted=26.004621, expected=8.000000 predicted=24.050428, expected=8.000000 predicted=17.638793, expected=20.000000 predicted=18.798072, expected=4.000000 predicted=12.782365, expected=68.000000 predicted=31.423678, expected=24.000000 predicted=22.309076, expected=24.000000 predicted=24.269336, expected=24.000000 predicted=28.695143, expected=28.000000 predicted=25.915108, expected=20.000000 predicted=30.984082, expected=12.000000 predicted=20.704158, expected=24.000000 predicted=22.352363, expected=44.000000 predicted=27.473471, expected=4.000000 predicted=19.598860, expected=24.000000 predicted=22.405331, expected=52.000000 predicted=29.972247, expected=56.000000 predicted=35.391738, expected=200.000000 predicted=85.157475, expected=16.000000 predicted=54.986100, expected=16.000000 predicted=55.923896, expected=28.000000 predicted=59.759286, expected=28.000000 predicted=49.780102, expected=56.000000 predicted=62.366720, expected=28.000000 predicted=28.694858, expected=20.000000 predicted=28.034968, expected=8.000000 predicted=25.579744, expected=12.000000 predicted=23.095573, expected=36.000000 predicted=28.271995, expected=20.000000 predicted=20.656229, expected=40.000000 predicted=25.067827, expected=24.000000 predicted=23.462451, expected=4.000000 predicted=19.888219, expected=8.000000 predicted=20.485612, expected=8.000000 predicted=15.783351, expected=4.000000 predicted=13.462833, expected=28.000000 predicted=14.943974, expected=8.000000 predicted=9.672136, expected=12.000000 predicted=11.373916, expected=16.000000 predicted=13.161040, expected=44.000000 predicted=21.508569, expected=36.000000 predicted=25.917834, expected=8.000000 predicted=18.960412, expected=20.000000 predicted=22.326806, expected=20.000000 predicted=23.074402, expected=4.000000 predicted=19.725361, expected=20.000000 predicted=18.702051, expected=16.000000 predicted=14.633652, expected=8.000000 predicted=13.755698, expected=52.000000 predicted=24.389038, expected=52.000000 predicted=28.575227, expected=16.000000 predicted=25.945372, expected=8.000000 predicted=23.305067, expected=8.000000 predicted=21.196877, expected=24.000000 predicted=26.387594, expected=8.000000 predicted=18.386746, expected=32.000000 predicted=18.239876, expected=4.000000 predicted=12.675864, expected=8.000000 predicted=12.903527, expected=24.000000 predicted=17.918875, expected=12.000000 predicted=13.862487, expected=20.000000 Test MSE: 475.919
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682])] predicted=28.068378, expected=20.000000 predicted=31.926360, expected=40.000000 predicted=29.642811, expected=48.000000 predicted=32.330269, expected=20.000000 predicted=27.557482, expected=40.000000 predicted=33.631290, expected=32.000000 predicted=33.472563, expected=88.000000 predicted=45.233998, expected=16.000000 predicted=38.827078, expected=40.000000 predicted=39.081143, expected=48.000000 predicted=47.986932, expected=8.000000 predicted=33.545507, expected=20.000000 predicted=39.292308, expected=48.000000 predicted=31.671364, expected=92.000000 predicted=42.088278, expected=60.000000 predicted=44.561282, expected=32.000000 predicted=42.373568, expected=48.000000 predicted=53.046902, expected=36.000000 predicted=51.196917, expected=88.000000 predicted=60.575923, expected=20.000000 predicted=45.569208, expected=28.000000 predicted=41.307069, expected=16.000000 predicted=42.687142, expected=156.000000 predicted=58.619430, expected=48.000000 predicted=55.104671, expected=96.000000 predicted=57.582811, expected=24.000000 predicted=68.333602, expected=16.000000 predicted=53.134676, expected=48.000000 predicted=72.452849, expected=28.000000 predicted=40.206074, expected=12.000000 predicted=36.689542, expected=20.000000 predicted=26.792872, expected=28.000000 predicted=25.035553, expected=8.000000 predicted=22.750647, expected=148.000000 predicted=44.831376, expected=48.000000 predicted=40.587627, expected=56.000000 predicted=46.934766, expected=132.000000 predicted=79.249973, expected=64.000000 predicted=68.606557, expected=16.000000 predicted=77.738493, expected=24.000000 predicted=61.378213, expected=88.000000 predicted=63.072734, expected=52.000000 predicted=59.844376, expected=52.000000 predicted=49.274184, expected=52.000000 predicted=50.626787, expected=12.000000 predicted=43.295839, expected=32.000000 predicted=49.622440, expected=88.000000 predicted=50.563863, expected=16.000000 predicted=37.290951, expected=40.000000 predicted=41.816993, expected=28.000000 predicted=38.633340, expected=44.000000 predicted=38.100252, expected=20.000000 predicted=40.780598, expected=64.000000 predicted=35.670793, expected=72.000000 predicted=45.704032, expected=12.000000 predicted=36.018848, expected=36.000000 predicted=44.741930, expected=40.000000 predicted=41.440383, expected=8.000000 predicted=35.029071, expected=60.000000 predicted=41.828641, expected=120.000000 predicted=47.244735, expected=48.000000 predicted=46.380207, expected=24.000000 predicted=51.468945, expected=68.000000 predicted=59.021615, expected=36.000000 predicted=54.501794, expected=52.000000 predicted=59.465825, expected=36.000000 predicted=46.010679, expected=52.000000 predicted=43.028131, expected=72.000000 predicted=54.697768, expected=36.000000 predicted=44.659388, expected=20.000000 predicted=45.370659, expected=104.000000 predicted=57.299254, expected=4.000000 predicted=42.460322, expected=36.000000 predicted=47.087235, expected=44.000000 predicted=45.524941, expected=4.000000 predicted=28.601638, expected=28.000000 predicted=41.606918, expected=16.000000 predicted=21.466556, expected=60.000000 predicted=30.752530, expected=32.000000 predicted=30.785695, expected=28.000000 predicted=26.709245, expected=28.000000 predicted=34.273596, expected=12.000000 predicted=27.324935, expected=28.000000 predicted=32.595777, expected=20.000000 predicted=24.520934, expected=40.000000 predicted=25.817736, expected=96.000000 predicted=39.228319, expected=68.000000 predicted=41.209566, expected=32.000000 predicted=46.629330, expected=60.000000 predicted=56.036994, expected=4.000000 predicted=46.675688, expected=56.000000 predicted=54.434829, expected=24.000000 predicted=41.546058, expected=36.000000 predicted=33.130312, expected=144.000000 predicted=59.466091, expected=28.000000 predicted=41.838836, expected=20.000000 predicted=53.163548, expected=8.000000 predicted=47.714897, expected=68.000000 predicted=48.101947, expected=12.000000 predicted=46.746910, expected=56.000000 predicted=32.730901, expected=52.000000 predicted=37.838227, expected=16.000000 predicted=31.069227, expected=76.000000 predicted=51.002809, expected=32.000000 predicted=38.187334, expected=24.000000 predicted=41.769137, expected=8.000000 predicted=37.565283, expected=92.000000 predicted=41.137715, expected=88.000000 predicted=52.285958, expected=32.000000 predicted=42.690879, expected=48.000000 predicted=52.860175, expected=36.000000 predicted=49.760381, expected=24.000000 predicted=52.098565, expected=8.000000 predicted=41.009621, expected=68.000000 predicted=37.363675, expected=48.000000 predicted=37.078892, expected=44.000000 predicted=36.954417, expected=64.000000 predicted=45.449214, expected=80.000000 predicted=50.320960, expected=128.000000 predicted=73.048153, expected=88.000000 predicted=74.068259, expected=104.000000 predicted=85.670225, expected=72.000000 predicted=90.248590, expected=28.000000 predicted=80.454911, expected=28.000000 predicted=76.576717, expected=120.000000 predicted=75.839189, expected=84.000000 predicted=69.812106, expected=24.000000 predicted=57.589320, expected=88.000000 predicted=68.510221, expected=88.000000 predicted=68.791682, expected=88.000000 predicted=80.002913, expected=76.000000 predicted=77.585849, expected=60.000000 predicted=69.476984, expected=140.000000 predicted=93.095327, expected=48.000000 predicted=79.237982, expected=112.000000 predicted=89.425226, expected=64.000000 predicted=85.481627, expected=20.000000 predicted=69.496489, expected=56.000000 predicted=78.954730, expected=120.000000 predicted=69.226659, expected=28.000000 predicted=62.047222, expected=12.000000 predicted=52.954544, expected=116.000000 predicted=64.657644, expected=72.000000 predicted=59.050914, expected=52.000000 predicted=67.098176, expected=52.000000 predicted=60.815862, expected=88.000000 predicted=63.463403, expected=60.000000 predicted=71.483123, expected=68.000000 predicted=66.280806, expected=56.000000 predicted=64.119690, expected=120.000000 predicted=74.231175, expected=20.000000 predicted=65.676750, expected=92.000000 predicted=72.337030, expected=124.000000 predicted=82.559657, expected=52.000000 predicted=68.995512, expected=24.000000 predicted=78.612906, expected=28.000000 predicted=59.515865, expected=60.000000 predicted=61.169468, expected=32.000000 predicted=51.224066, expected=48.000000 predicted=42.059534, expected=108.000000 predicted=52.638393, expected=36.000000 predicted=46.532314, expected=8.000000 predicted=51.044404, expected=44.000000 predicted=51.395071, expected=44.000000 predicted=43.167647, expected=20.000000 predicted=42.141545, expected=28.000000 predicted=33.100430, expected=24.000000 predicted=27.438530, expected=36.000000 predicted=31.893140, expected=48.000000 predicted=33.923787, expected=52.000000 predicted=33.906827, expected=64.000000 predicted=42.682892, expected=12.000000 predicted=38.028882, expected=40.000000 predicted=44.445589, expected=24.000000 predicted=39.824952, expected=80.000000 predicted=44.334434, expected=56.000000 predicted=45.697957, expected=16.000000 predicted=36.058261, expected=40.000000 predicted=47.773148, expected=64.000000 predicted=45.219365, expected=48.000000 predicted=47.634445, expected=32.000000 predicted=44.130868, expected=16.000000 predicted=37.309098, expected=32.000000 predicted=38.973901, expected=32.000000 predicted=36.509199, expected=40.000000 predicted=32.758670, expected=32.000000 predicted=31.069649, expected=28.000000 predicted=29.883991, expected=76.000000 predicted=41.778546, expected=68.000000 predicted=43.685463, expected=12.000000 predicted=40.806619, expected=32.000000 predicted=46.363988, expected=64.000000 predicted=46.765058, expected=12.000000 predicted=38.814124, expected=44.000000 predicted=42.616721, expected=52.000000 predicted=36.896941, expected=8.000000 predicted=30.823012, expected=44.000000 predicted=41.961997, expected=40.000000 predicted=32.353927, expected=36.000000 predicted=34.862171, expected=36.000000 predicted=38.392374, expected=24.000000 predicted=30.498234, expected=8.000000 predicted=31.385392, expected=72.000000 predicted=38.317288, expected=48.000000 predicted=33.836431, expected=16.000000 predicted=32.769841, expected=60.000000 predicted=43.633593, expected=32.000000 predicted=35.444235, expected=76.000000 predicted=51.064258, expected=144.000000 predicted=65.006702, expected=32.000000 predicted=52.137858, expected=28.000000 predicted=68.195251, expected=16.000000 predicted=58.487989, expected=28.000000 predicted=50.239333, expected=32.000000 predicted=48.542028, expected=48.000000 predicted=30.381510, expected=84.000000 predicted=40.253519, expected=76.000000 predicted=45.544789, expected=56.000000 predicted=53.871340, expected=56.000000 predicted=60.596330, expected=32.000000 predicted=57.328345, expected=44.000000 predicted=58.751113, expected=56.000000 predicted=54.009711, expected=72.000000 predicted=51.828110, expected=48.000000 predicted=50.870940, expected=24.000000 predicted=46.161379, expected=24.000000 predicted=46.175661, expected=44.000000 predicted=44.514667, expected=24.000000 predicted=37.695499, expected=16.000000 predicted=30.669563, expected=40.000000 predicted=30.627484, expected=28.000000 predicted=27.115312, expected=32.000000 predicted=31.039973, expected=44.000000 predicted=32.049030, expected=28.000000 predicted=29.489043, expected=52.000000 predicted=38.894848, expected=28.000000 predicted=34.313976, expected=16.000000 predicted=32.750079, expected=56.000000 predicted=40.406553, expected=84.000000 predicted=42.340400, expected=48.000000 predicted=44.840401, expected=84.000000 predicted=56.521196, expected=72.000000 predicted=59.106142, expected=20.000000 predicted=57.325165, expected=-64.000000 predicted=41.179875, expected=12.000000 predicted=32.963211, expected=24.000000 predicted=21.739320, expected=36.000000 predicted=14.406618, expected=84.000000 predicted=25.452317, expected=56.000000 predicted=20.815796, expected=12.000000 predicted=35.811825, expected=20.000000 predicted=41.227251, expected=20.000000 predicted=35.473663, expected=32.000000 predicted=37.268506, expected=40.000000 predicted=31.802546, expected=80.000000 predicted=35.682638, expected=12.000000 predicted=30.337028, expected=32.000000 predicted=38.023242, expected=36.000000 predicted=39.679885, expected=44.000000 predicted=37.453986, expected=60.000000 predicted=47.536050, expected=12.000000 predicted=29.552632, expected=60.000000 predicted=43.976495, expected=28.000000 predicted=38.023628, expected=8.000000 predicted=32.909961, expected=64.000000 predicted=44.666923, expected=44.000000 predicted=31.565742, expected=24.000000 predicted=37.793532, expected=32.000000 predicted=36.487059, expected=28.000000 predicted=30.710113, expected=4.000000 predicted=31.626930, expected=20.000000 predicted=27.402647, expected=28.000000 predicted=22.345178, expected=60.000000 predicted=29.400157, expected=20.000000 predicted=25.379488, expected=20.000000 predicted=25.811699, expected=52.000000 predicted=35.649736, expected=20.000000 predicted=28.980671, expected=40.000000 predicted=38.112993, expected=24.000000 predicted=29.215135, expected=4.000000 predicted=24.097296, expected=76.000000 predicted=41.232248, expected=8.000000 predicted=23.125653, expected=16.000000 predicted=29.665627, expected=4.000000 predicted=24.088826, expected=52.000000 predicted=24.849037, expected=32.000000 predicted=31.604842, expected=28.000000 predicted=22.851280, expected=128.000000 predicted=49.685418, expected=16.000000 predicted=34.682470, expected=24.000000 predicted=50.170016, expected=32.000000 predicted=46.695231, expected=40.000000 predicted=38.857934, expected=20.000000 predicted=45.714532, expected=40.000000 predicted=29.973456, expected=8.000000 predicted=25.596018, expected=4.000000 predicted=23.692886, expected=20.000000 predicted=23.869796, expected=28.000000 predicted=18.404656, expected=20.000000 predicted=20.226778, expected=48.000000 predicted=23.260382, expected=68.000000 predicted=31.443470, expected=72.000000 predicted=42.208085, expected=12.000000 predicted=39.847887, expected=12.000000 predicted=39.734331, expected=16.000000 predicted=37.626792, expected=68.000000 predicted=41.718804, expected=108.000000 predicted=50.781110, expected=4.000000 predicted=30.942803, expected=20.000000 predicted=42.184895, expected=36.000000 predicted=42.441277, expected=12.000000 predicted=36.212080, expected=24.000000 predicted=38.626844, expected=88.000000 predicted=33.152905, expected=24.000000 predicted=28.377884, expected=52.000000 predicted=42.946575, expected=40.000000 predicted=40.108847, expected=60.000000 predicted=45.398097, expected=64.000000 predicted=57.299541, expected=12.000000 predicted=38.426694, expected=12.000000 predicted=42.128416, expected=48.000000 predicted=40.672591, expected=28.000000 predicted=34.286913, expected=48.000000 predicted=38.256317, expected=64.000000 predicted=36.428876, expected=132.000000 predicted=56.682774, expected=4.000000 predicted=47.978569, expected=16.000000 predicted=51.803327, expected=44.000000 predicted=54.249748, expected=4.000000 predicted=36.271352, expected=12.000000 predicted=41.306860, expected=12.000000 predicted=15.466393, expected=28.000000 predicted=18.083398, expected=68.000000 predicted=31.035165, expected=4.000000 predicted=17.248766, expected=76.000000 predicted=38.427896, expected=4.000000 predicted=28.032003, expected=12.000000 predicted=31.014320, expected=24.000000 predicted=35.420493, expected=56.000000 predicted=26.373684, expected=16.000000 predicted=31.384623, expected=12.000000 predicted=21.377509, expected=28.000000 predicted=25.955990, expected=24.000000 predicted=24.095639, expected=16.000000 predicted=26.131663, expected=72.000000 predicted=31.156027, expected=28.000000 predicted=26.296890, expected=100.000000 predicted=48.586181, expected=208.000000 predicted=81.514718, expected=168.000000 predicted=95.558472, expected=256.000000 predicted=156.486210, expected=212.000000 predicted=168.317869, expected=48.000000 predicted=151.422524, expected=84.000000 predicted=163.597255, expected=156.000000 predicted=148.679016, expected=88.000000 predicted=131.436361, expected=48.000000 predicted=109.797201, expected=68.000000 predicted=82.255032, expected=32.000000 predicted=67.601457, expected=36.000000 predicted=69.189424, expected=40.000000 predicted=51.575823, expected=56.000000 predicted=45.819203, expected=116.000000 predicted=66.259094, expected=76.000000 predicted=60.173819, expected=16.000000 predicted=54.466850, expected=44.000000 predicted=59.125109, expected=100.000000 predicted=66.894152, expected=92.000000 predicted=73.982744, expected=12.000000 predicted=54.938718, expected=32.000000 predicted=51.447031, expected=48.000000 predicted=50.249361, expected=28.000000 predicted=45.855592, expected=32.000000 predicted=43.478354, expected=24.000000 predicted=28.313122, expected=112.000000 predicted=53.613740, expected=84.000000 predicted=55.833080, expected=24.000000 predicted=49.206560, expected=60.000000 predicted=62.242834, expected=32.000000 predicted=47.512364, expected=84.000000 predicted=68.263065, expected=28.000000 predicted=49.424423, expected=108.000000 predicted=63.232818, expected=36.000000 predicted=54.768972, expected=36.000000 predicted=51.977508, expected=24.000000 predicted=52.873460, expected=16.000000 predicted=33.842291, expected=4.000000 predicted=34.884678, expected=20.000000 predicted=22.026607, expected=16.000000 predicted=18.089080, expected=52.000000 predicted=25.815689, expected=80.000000 predicted=37.339788, expected=16.000000 predicted=28.543375, expected=28.000000 predicted=38.532147, expected=80.000000 predicted=48.667473, expected=40.000000 predicted=43.283624, expected=24.000000 predicted=46.329452, expected=4.000000 predicted=30.335397, expected=52.000000 predicted=37.338273, expected=28.000000 predicted=34.939203, expected=20.000000 predicted=28.008463, expected=28.000000 predicted=28.697882, expected=92.000000 predicted=41.777966, expected=40.000000 predicted=41.030011, expected=16.000000 predicted=38.023776, expected=32.000000 predicted=40.130599, expected=72.000000 predicted=45.249977, expected=36.000000 predicted=45.205818, expected=32.000000 predicted=40.397906, expected=36.000000 predicted=38.432232, expected=20.000000 predicted=33.021566, expected=24.000000 predicted=36.221927, expected=16.000000 predicted=25.761871, expected=8.000000 predicted=20.262734, expected=20.000000 predicted=21.208501, expected=28.000000 predicted=19.391242, expected=32.000000 predicted=22.339028, expected=48.000000 predicted=28.949759, expected=44.000000 predicted=31.467730, expected=4.000000 predicted=26.514454, expected=56.000000 predicted=40.027239, expected=52.000000 Test MSE: 1235.227
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933])] predicted=69.563907, expected=84.000000 predicted=84.988052, expected=48.000000 predicted=36.666409, expected=24.000000 predicted=21.292773, expected=20.000000 predicted=40.040474, expected=64.000000 predicted=73.274994, expected=64.000000 predicted=66.791900, expected=68.000000 predicted=56.676505, expected=12.000000 predicted=16.431095, expected=72.000000 predicted=55.631839, expected=28.000000 predicted=40.106950, expected=32.000000 predicted=49.430372, expected=72.000000 predicted=65.292224, expected=28.000000 predicted=22.473604, expected=76.000000 predicted=73.217948, expected=116.000000 predicted=72.528902, expected=68.000000 predicted=51.995209, expected=28.000000 predicted=47.668645, expected=44.000000 predicted=43.243521, expected=40.000000 predicted=58.342046, expected=36.000000 predicted=68.585825, expected=124.000000 predicted=95.258725, expected=72.000000 predicted=46.699211, expected=60.000000 predicted=55.969385, expected=12.000000 predicted=25.098644, expected=32.000000 predicted=44.039406, expected=28.000000 predicted=66.224063, expected=56.000000 predicted=62.288996, expected=88.000000 predicted=69.096839, expected=96.000000 predicted=56.719539, expected=68.000000 predicted=50.464449, expected=44.000000 predicted=40.601811, expected=32.000000 predicted=46.943189, expected=104.000000 predicted=97.975223, expected=64.000000 predicted=71.359441, expected=76.000000 predicted=72.855378, expected=80.000000 predicted=61.569361, expected=64.000000 predicted=54.678334, expected=24.000000 predicted=58.487557, expected=32.000000 predicted=50.099833, expected=36.000000 predicted=53.830466, expected=60.000000 predicted=67.285327, expected=76.000000 predicted=65.435581, expected=180.000000 predicted=108.067931, expected=68.000000 predicted=44.988303, expected=60.000000 predicted=57.925381, expected=44.000000 predicted=53.389809, expected=36.000000 predicted=63.126021, expected=40.000000 predicted=96.180688, expected=64.000000 predicted=64.611804, expected=72.000000 predicted=63.466187, expected=44.000000 predicted=42.698513, expected=24.000000 predicted=31.430698, expected=28.000000 predicted=36.376152, expected=56.000000 predicted=59.648090, expected=72.000000 predicted=67.695310, expected=72.000000 predicted=56.336423, expected=104.000000 predicted=67.501607, expected=32.000000 predicted=30.288103, expected=36.000000 predicted=50.742854, expected=20.000000 predicted=43.528269, expected=40.000000 predicted=57.663635, expected=48.000000 predicted=66.638006, expected=84.000000 predicted=59.536866, expected=116.000000 predicted=75.732985, expected=64.000000 predicted=43.296402, expected=32.000000 predicted=39.392467, expected=12.000000 predicted=33.064253, expected=48.000000 predicted=67.872895, expected=48.000000 predicted=72.717408, expected=104.000000 predicted=82.853480, expected=88.000000 predicted=57.289990, expected=44.000000 predicted=32.747597, expected=32.000000 predicted=41.916717, expected=40.000000 predicted=48.413341, expected=28.000000 predicted=60.929543, expected=48.000000 predicted=63.486866, expected=80.000000 predicted=61.115016, expected=144.000000 predicted=91.194631, expected=40.000000 predicted=35.163909, expected=36.000000 predicted=39.855525, expected=12.000000 predicted=31.361499, expected=36.000000 predicted=61.844053, expected=52.000000 predicted=85.142528, expected=124.000000 predicted=83.613497, expected=120.000000 predicted=75.340776, expected=96.000000 predicted=58.987507, expected=40.000000 predicted=40.650391, expected=20.000000 predicted=42.783433, expected=56.000000 predicted=88.212396, expected=32.000000 predicted=68.368064, expected=100.000000 predicted=95.250970, expected=80.000000 predicted=56.350418, expected=60.000000 predicted=44.821189, expected=24.000000 predicted=38.174883, expected=44.000000 predicted=44.990834, expected=52.000000 predicted=71.457092, expected=48.000000 predicted=60.478831, expected=92.000000 predicted=74.739858, expected=100.000000 predicted=63.831295, expected=44.000000 predicted=43.803000, expected=44.000000 predicted=50.411149, expected=28.000000 predicted=40.212489, expected=48.000000 predicted=69.389917, expected=64.000000 predicted=75.400609, expected=96.000000 predicted=70.861158, expected=88.000000 predicted=64.691011, expected=68.000000 predicted=51.154882, expected=32.000000 predicted=41.433383, expected=24.000000 predicted=46.408201, expected=24.000000 predicted=56.870897, expected=60.000000 predicted=71.294678, expected=60.000000 predicted=59.023867, expected=92.000000 predicted=63.530015, expected=56.000000 predicted=39.377057, expected=24.000000 predicted=28.000150, expected=60.000000 predicted=61.664437, expected=52.000000 predicted=55.750780, expected=36.000000 predicted=59.432097, expected=84.000000 predicted=69.637345, expected=64.000000 predicted=45.186137, expected=68.000000 predicted=64.559636, expected=20.000000 predicted=33.356866, expected=40.000000 predicted=43.695597, expected=140.000000 predicted=111.677058, expected=40.000000 predicted=45.817763, expected=68.000000 predicted=69.723485, expected=92.000000 predicted=58.245513, expected=52.000000 predicted=52.294072, expected=8.000000 predicted=64.435245, expected=16.000000 predicted=31.286777, expected=44.000000 predicted=55.978801, expected=44.000000 predicted=61.337262, expected=88.000000 predicted=67.948774, expected=104.000000 predicted=57.677520, expected=40.000000 predicted=29.898562, expected=32.000000 predicted=41.000028, expected=24.000000 predicted=36.518306, expected=24.000000 predicted=54.795600, expected=96.000000 predicted=94.906484, expected=128.000000 predicted=82.607893, expected=132.000000 predicted=83.586780, expected=64.000000 predicted=45.054558, expected=36.000000 predicted=38.895447, expected=36.000000 predicted=67.272372, expected=48.000000 predicted=85.115946, expected=56.000000 predicted=85.531902, expected=132.000000 predicted=98.278817, expected=132.000000 predicted=83.580660, expected=100.000000 predicted=71.239447, expected=40.000000 predicted=45.493563, expected=36.000000 predicted=53.232137, expected=32.000000 predicted=78.157242, expected=68.000000 predicted=95.649818, expected=84.000000 predicted=85.460710, expected=132.000000 predicted=88.621738, expected=68.000000 predicted=50.148760, expected=36.000000 predicted=39.436052, expected=36.000000 predicted=53.184187, expected=52.000000 predicted=69.796902, expected=56.000000 predicted=86.031985, expected=108.000000 predicted=87.352416, expected=92.000000 predicted=63.259743, expected=44.000000 predicted=41.764596, expected=16.000000 predicted=34.934429, expected=12.000000 predicted=36.773147, expected=40.000000 predicted=70.632263, expected=24.000000 predicted=50.595852, expected=148.000000 predicted=99.236692, expected=80.000000 predicted=43.639589, expected=44.000000 predicted=33.904798, expected=16.000000 predicted=27.479587, expected=24.000000 predicted=32.828723, expected=76.000000 predicted=104.851034, expected=44.000000 predicted=55.521624, expected=124.000000 predicted=86.450413, expected=164.000000 predicted=92.183542, expected=52.000000 predicted=40.173889, expected=28.000000 predicted=53.377487, expected=32.000000 predicted=43.309648, expected=72.000000 predicted=98.947466, expected=68.000000 predicted=103.187822, expected=100.000000 predicted=76.386947, expected=64.000000 predicted=45.638287, expected=44.000000 predicted=42.550384, expected=24.000000 predicted=46.627428, expected=20.000000 predicted=45.074392, expected=36.000000 predicted=63.370693, expected=36.000000 predicted=46.655353, expected=72.000000 predicted=57.679818, expected=40.000000 predicted=30.213153, expected=52.000000 predicted=39.574461, expected=16.000000 predicted=24.260555, expected=16.000000 predicted=29.068177, expected=40.000000 predicted=52.530836, expected=56.000000 predicted=48.099820, expected=120.000000 predicted=85.534437, expected=68.000000 predicted=40.493677, expected=24.000000 predicted=23.893931, expected=12.000000 predicted=27.587174, expected=36.000000 predicted=50.066518, expected=12.000000 predicted=57.337221, expected=20.000000 predicted=40.235857, expected=84.000000 predicted=55.034603, expected=76.000000 predicted=44.672277, expected=44.000000 predicted=38.820385, expected=44.000000 predicted=30.912766, expected=28.000000 predicted=28.057431, expected=28.000000 predicted=53.971286, expected=28.000000 predicted=47.864391, expected=120.000000 predicted=85.086037, expected=44.000000 predicted=38.214964, expected=64.000000 predicted=50.675958, expected=28.000000 predicted=26.830176, expected=32.000000 predicted=37.303850, expected=28.000000 predicted=65.615779, expected=16.000000 predicted=30.145198, expected=64.000000 predicted=62.055714, expected=64.000000 predicted=45.183298, expected=40.000000 predicted=35.779745, expected=8.000000 predicted=17.216747, expected=28.000000 predicted=26.762516, expected=32.000000 predicted=45.704205, expected=28.000000 predicted=42.677653, expected=112.000000 predicted=76.659610, expected=24.000000 predicted=13.826317, expected=36.000000 predicted=36.218907, expected=20.000000 predicted=24.485128, expected=16.000000 predicted=27.629361, expected=16.000000 predicted=54.863700, expected=56.000000 predicted=41.595661, expected=8.000000 predicted=18.062225, expected=36.000000 predicted=30.014709, expected=24.000000 predicted=18.788280, expected=28.000000 predicted=25.223850, expected=16.000000 predicted=31.119740, expected=20.000000 predicted=16.420907, expected=52.000000 predicted=43.271095, expected=68.000000 predicted=46.155771, expected=20.000000 predicted=22.077637, expected=8.000000 predicted=13.772948, expected=40.000000 predicted=32.987104, expected=24.000000 predicted=36.454234, expected=44.000000 predicted=52.476567, expected=24.000000 predicted=20.252447, expected=44.000000 predicted=29.857727, expected=60.000000 predicted=48.515399, expected=20.000000 predicted=22.321578, expected=20.000000 predicted=31.336084, expected=32.000000 predicted=29.309367, expected=88.000000 predicted=67.733275, expected=68.000000 predicted=58.989640, expected=84.000000 predicted=54.801220, expected=32.000000 predicted=26.485497, expected=44.000000 predicted=44.066078, expected=36.000000 predicted=58.341898, expected=28.000000 predicted=47.776672, expected=56.000000 predicted=65.651038, expected=92.000000 predicted=63.382107, expected=128.000000 predicted=86.716933, expected=20.000000 predicted=25.386070, expected=36.000000 predicted=38.462460, expected=80.000000 predicted=70.445609, expected=92.000000 predicted=92.079736, expected=100.000000 predicted=105.021321, expected=128.000000 predicted=78.247906, expected=180.000000 predicted=114.977011, expected=16.000000 predicted=44.717040, expected=144.000000 predicted=125.858087, expected=60.000000 predicted=77.568770, expected=200.000000 predicted=166.730268, expected=48.000000 predicted=104.295457, expected=60.000000 predicted=48.115224, expected=64.000000 predicted=99.855613, expected=68.000000 predicted=71.690899, expected=84.000000 predicted=127.483394, expected=144.000000 predicted=97.545579, expected=204.000000 predicted=133.584440, expected=16.000000 predicted=40.845392, expected=48.000000 predicted=63.402466, expected=32.000000 predicted=63.599790, expected=8.000000 predicted=75.273268, expected=32.000000 predicted=100.984531, expected=48.000000 predicted=33.992695, expected=72.000000 predicted=57.809108, expected=116.000000 predicted=73.157441, expected=56.000000 predicted=35.187442, expected=36.000000 predicted=37.043696, expected=24.000000 predicted=38.710217, expected=12.000000 predicted=43.236198, expected=16.000000 predicted=58.493840, expected=84.000000 predicted=67.524535, expected=76.000000 predicted=54.384784, expected=12.000000 predicted=17.639051, expected=12.000000 predicted=14.646839, expected=12.000000 predicted=18.937351, expected=36.000000 predicted=56.491237, expected=24.000000 predicted=43.202042, expected=48.000000 predicted=30.370533, expected=32.000000 predicted=22.458960, expected=32.000000 predicted=24.116596, expected=20.000000 predicted=27.131831, expected=24.000000 predicted=25.486880, expected=64.000000 predicted=54.205501, expected=48.000000 predicted=39.333410, expected=32.000000 predicted=31.368845, expected=32.000000 predicted=27.495243, expected=20.000000 predicted=24.738950, expected=20.000000 predicted=39.416689, expected=56.000000 predicted=50.155884, expected=96.000000 predicted=63.709265, expected=36.000000 predicted=32.920395, expected=108.000000 predicted=66.406206, expected=276.000000 predicted=154.863032, expected=116.000000 predicted=87.334164, expected=92.000000 predicted=95.840872, expected=52.000000 predicted=54.523026, expected=72.000000 predicted=99.571146, expected=96.000000 predicted=167.604029, expected=148.000000 predicted=128.660158, expected=160.000000 predicted=123.637550, expected=88.000000 predicted=73.667912, expected=80.000000 predicted=81.027150, expected=80.000000 predicted=92.231525, expected=80.000000 predicted=111.652485, expected=68.000000 predicted=105.740208, expected=184.000000 predicted=136.347322, expected=196.000000 predicted=138.143034, expected=84.000000 predicted=82.831100, expected=52.000000 predicted=70.231407, expected=92.000000 predicted=90.419661, expected=68.000000 predicted=120.657859, expected=116.000000 predicted=144.851209, expected=100.000000 predicted=89.696881, expected=224.000000 predicted=143.560873, expected=88.000000 predicted=88.571294, expected=52.000000 predicted=66.422284, expected=4.000000 predicted=61.594840, expected=48.000000 predicted=79.116962, expected=80.000000 predicted=136.237627, expected=96.000000 predicted=86.871726, expected=84.000000 predicted=65.768429, expected=24.000000 predicted=19.530319, expected=36.000000 predicted=45.753690, expected=16.000000 predicted=47.432109, expected=28.000000 predicted=57.819713, expected=80.000000 predicted=76.494524, expected=40.000000 predicted=31.920631, expected=60.000000 predicted=47.537864, expected=32.000000 predicted=26.562187, expected=8.000000 predicted=21.265436, expected=28.000000 predicted=50.181102, expected=16.000000 predicted=27.865902, expected=104.000000 predicted=78.970845, expected=48.000000 predicted=37.790380, expected=12.000000 predicted=12.606671, expected=28.000000 predicted=29.654550, expected=28.000000 predicted=27.648011, expected=44.000000 predicted=66.616522, expected=136.000000 predicted=89.659503, expected=52.000000 predicted=33.246840, expected=60.000000 predicted=46.297639, expected=64.000000 predicted=49.998028, expected=20.000000 predicted=37.580135, expected=32.000000 predicted=75.624539, expected=64.000000 predicted=58.089286, expected=48.000000 predicted=52.468254, expected=68.000000 predicted=62.565228, expected=84.000000 predicted=54.261994, expected=48.000000 predicted=42.679261, expected=12.000000 predicted=37.135197, expected=4.000000 predicted=27.661421, expected=32.000000 predicted=49.257366, expected=76.000000 predicted=74.693000, expected=80.000000 predicted=60.408190, expected=64.000000 predicted=39.013159, expected=8.000000 predicted=10.217863, expected=44.000000 predicted=42.410022, expected=24.000000 predicted=48.301421, expected=28.000000 predicted=50.445233, expected=60.000000 predicted=57.361990, expected=16.000000 predicted=14.496219, expected=36.000000 predicted=38.604306, expected=28.000000 predicted=26.593744, expected=32.000000 predicted=31.666264, expected=36.000000 predicted=43.881460, expected=76.000000 predicted=47.834930, expected=56.000000 predicted=45.167927, expected=52.000000 predicted=41.193129, expected=56.000000 predicted=45.549349, expected=20.000000 predicted=30.835736, expected=40.000000 predicted=55.705874, expected=36.000000 predicted=44.783183, expected=28.000000 predicted=39.051783, expected=92.000000 predicted=71.119891, expected=68.000000 predicted=45.529460, expected=56.000000 predicted=48.393376, expected=44.000000 predicted=41.052015, expected=24.000000 predicted=31.128407, expected=96.000000 predicted=90.858494, expected=64.000000 predicted=63.633603, expected=68.000000 predicted=61.287004, expected=140.000000 predicted=92.199060, expected=72.000000 predicted=54.195781, expected=28.000000 predicted=60.269389, expected=16.000000 predicted=41.459174, expected=36.000000 predicted=55.821436, expected=52.000000 predicted=86.690453, expected=72.000000 predicted=67.236030, expected=28.000000 predicted=27.510309, expected=12.000000 predicted=16.909827, expected=16.000000 predicted=27.278823, expected=16.000000 predicted=33.759032, expected=4.000000 predicted=32.389840, expected=4.000000 Test MSE: 1219.127
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016])] predicted=5.563794, expected=4.000000 predicted=4.740227, expected=4.000000 predicted=3.959519, expected=12.000000 predicted=5.692341, expected=4.000000 predicted=4.865658, expected=8.000000 predicted=6.276782, expected=4.000000 predicted=6.023981, expected=4.000000 predicted=6.286750, expected=4.000000 predicted=5.542157, expected=4.000000 predicted=4.755484, expected=4.000000 predicted=4.349009, expected=8.000000 predicted=4.819998, expected=4.000000 predicted=4.427676, expected=4.000000 predicted=4.683635, expected=4.000000 predicted=4.753915, expected=16.000000 predicted=7.313105, expected=4.000000 predicted=5.766672, expected=4.000000 predicted=6.128872, expected=4.000000 predicted=6.426744, expected=16.000000 predicted=8.792738, expected=4.000000 predicted=6.572360, expected=4.000000 predicted=6.094429, expected=8.000000 predicted=7.426223, expected=4.000000 predicted=6.721016, expected=8.000000 predicted=6.680355, expected=4.000000 predicted=5.293598, expected=4.000000 predicted=5.464994, expected=12.000000 predicted=6.820817, expected=8.000000 predicted=6.474073, expected=8.000000 predicted=7.072805, expected=4.000000 predicted=6.874410, expected=8.000000 predicted=7.947083, expected=8.000000 predicted=7.640896, expected=4.000000 predicted=6.311572, expected=8.000000 predicted=6.735741, expected=4.000000 predicted=6.087576, expected=4.000000 predicted=5.856978, expected=12.000000 predicted=6.797777, expected=4.000000 predicted=5.687841, expected=4.000000 predicted=5.823599, expected=4.000000 predicted=5.673873, expected=4.000000 predicted=5.576603, expected=4.000000 predicted=4.709677, expected=8.000000 predicted=4.761944, expected=4.000000 predicted=4.418691, expected=4.000000 predicted=4.701526, expected=4.000000 predicted=4.813534, expected=4.000000 predicted=4.763111, expected=12.000000 predicted=5.937590, expected=4.000000 predicted=4.874540, expected=4.000000 predicted=5.440235, expected=4.000000 predicted=5.662858, expected=4.000000 predicted=5.597134, expected=4.000000 predicted=4.732170, expected=8.000000 predicted=4.754409, expected=4.000000 predicted=4.416661, expected=4.000000 predicted=4.697637, expected=4.000000 predicted=4.808453, expected=4.000000 predicted=4.773719, expected=4.000000 predicted=4.360028, expected=4.000000 predicted=3.963573, expected=4.000000 predicted=3.963646, expected=8.000000 predicted=4.754531, expected=4.000000 predicted=4.417482, expected=4.000000 predicted=4.697971, expected=12.000000 predicted=6.381612, expected=8.000000 predicted=6.460057, expected=4.000000 predicted=6.297018, expected=8.000000 predicted=7.192260, expected=12.000000 predicted=8.434419, expected=4.000000 predicted=7.188169, expected=4.000000 predicted=6.743611, expected=4.000000 predicted=6.473822, expected=8.000000 predicted=6.732636, expected=8.000000 predicted=5.974474, expected=8.000000 predicted=5.941695, expected=8.000000 predicted=6.805648, expected=8.000000 predicted=7.597614, expected=4.000000 predicted=7.195248, expected=4.000000 predicted=6.757292, expected=4.000000 predicted=6.001634, expected=8.000000 predicted=5.952810, expected=4.000000 predicted=4.798689, expected=4.000000 predicted=4.714180, expected=8.000000 predicted=5.624089, expected=8.000000 predicted=5.984778, expected=8.000000 predicted=6.347972, expected=4.000000 predicted=6.010361, expected=8.000000 predicted=7.167833, expected=4.000000 predicted=6.443355, expected=4.000000 predicted=5.890276, expected=8.000000 predicted=6.017765, expected=4.000000 predicted=5.190061, expected=8.000000 predicted=5.905580, expected=4.000000 predicted=5.265604, expected=4.000000 predicted=5.512413, expected=8.000000 predicted=5.998884, expected=16.000000 predicted=7.594030, expected=8.000000 predicted=7.205167, expected=8.000000 predicted=8.305447, expected=4.000000 predicted=8.508247, expected=8.000000 predicted=9.140448, expected=4.000000 predicted=7.265161, expected=4.000000 predicted=5.871353, expected=4.000000 predicted=5.222230, expected=4.000000 predicted=4.739880, expected=4.000000 predicted=4.357131, expected=4.000000 predicted=3.967072, expected=4.000000 predicted=3.967133, expected=4.000000 predicted=3.967193, expected=8.000000 predicted=4.783719, expected=8.000000 predicted=5.235437, expected=8.000000 predicted=5.976565, expected=4.000000 predicted=6.010046, expected=4.000000 predicted=6.330895, expected=4.000000 predicted=5.988356, expected=8.000000 predicted=5.958302, expected=4.000000 predicted=4.808803, expected=4.000000 predicted=4.696629, expected=4.000000 predicted=4.830482, expected=16.000000 predicted=7.194587, expected=4.000000 predicted=5.710733, expected=4.000000 predicted=6.152618, expected=4.000000 predicted=6.631843, expected=12.000000 predicted=7.863494, expected=4.000000 predicted=6.057258, expected=8.000000 predicted=6.187504, expected=4.000000 predicted=6.260175, expected=4.000000 predicted=6.172313, expected=4.000000 predicted=5.707505, expected=12.000000 predicted=6.282745, expected=4.000000 predicted=5.297697, expected=4.000000 predicted=5.375029, expected=4.000000 predicted=5.821207, expected=4.000000 predicted=5.439818, expected=4.000000 predicted=4.836020, expected=16.000000 predicted=6.310977, expected=8.000000 predicted=6.069109, expected=12.000000 predicted=8.072716, expected=12.000000 predicted=9.899988, expected=8.000000 predicted=10.125554, expected=4.000000 predicted=9.734045, expected=4.000000 predicted=8.315767, expected=4.000000 predicted=7.158456, expected=4.000000 predicted=5.554192, expected=4.000000 predicted=4.414285, expected=8.000000 predicted=4.800441, expected=8.000000 predicted=5.274039, expected=8.000000 predicted=5.974618, expected=4.000000 predicted=6.023139, expected=4.000000 predicted=6.234514, expected=4.000000 predicted=5.992800, expected=8.000000 predicted=5.947543, expected=4.000000 predicted=4.893382, expected=8.000000 predicted=5.491622, expected=4.000000 predicted=5.335456, expected=8.000000 predicted=6.164404, expected=4.000000 predicted=5.804530, expected=8.000000 predicted=6.151868, expected=4.000000 predicted=5.817086, expected=4.000000 predicted=5.323770, expected=8.000000 predicted=6.151144, expected=4.000000 predicted=5.134789, expected=4.000000 predicted=5.111306, expected=4.000000 predicted=4.866313, expected=4.000000 predicted=4.651335, expected=8.000000 predicted=5.249393, expected=8.000000 predicted=5.277597, expected=8.000000 predicted=5.963046, expected=4.000000 predicted=6.022031, expected=4.000000 predicted=6.223079, expected=4.000000 predicted=6.005405, expected=4.000000 predicted=5.112777, expected=4.000000 predicted=4.429593, expected=8.000000 predicted=4.804266, expected=4.000000 predicted=4.453416, expected=4.000000 predicted=4.646620, expected=4.000000 predicted=4.858930, expected=16.000000 predicted=7.135588, expected=4.000000 predicted=5.887919, expected=4.000000 predicted=5.998009, expected=4.000000 predicted=6.705488, expected=4.000000 predicted=6.013061, expected=4.000000 predicted=5.382902, expected=4.000000 predicted=3.971252, expected=4.000000 predicted=3.971299, expected=4.000000 predicted=3.971345, expected=4.000000 predicted=3.971391, expected=4.000000 predicted=3.971436, expected=4.000000 predicted=3.971482, expected=4.000000 predicted=3.971527, expected=12.000000 predicted=5.623494, expected=4.000000 predicted=4.938668, expected=4.000000 predicted=5.319240, expected=4.000000 predicted=5.782048, expected=4.000000 predicted=5.324745, expected=4.000000 predicted=4.908748, expected=4.000000 predicted=3.971832, expected=8.000000 predicted=4.796596, expected=4.000000 predicted=4.455771, expected=8.000000 predicted=5.465704, expected=8.000000 predicted=6.184164, expected=8.000000 predicted=6.630304, expected=8.000000 predicted=7.322685, expected=12.000000 predicted=8.360866, expected=8.000000 predicted=8.483970, expected=4.000000 predicted=7.839054, expected=4.000000 predicted=7.574876, expected=4.000000 predicted=6.657350, expected=8.000000 predicted=6.404818, expected=8.000000 predicted=5.765396, expected=4.000000 predicted=5.124516, expected=4.000000 predicted=5.535525, expected=4.000000 predicted=5.537531, expected=4.000000 predicted=5.108620, expected=4.000000 predicted=4.439143, expected=4.000000 predicted=3.972771, expected=4.000000 predicted=3.972813, expected=4.000000 predicted=3.972854, expected=4.000000 predicted=3.972895, expected=12.000000 predicted=5.656821, expected=4.000000 predicted=4.945634, expected=12.000000 predicted=6.962672, expected=4.000000 predicted=6.785688, expected=4.000000 predicted=6.634338, expected=4.000000 predicted=6.701058, expected=8.000000 predicted=6.130128, expected=4.000000 predicted=5.432231, expected=8.000000 Test MSE: 10.250
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145])] predicted=32.000550, expected=52.000000 predicted=35.471800, expected=36.000000 predicted=33.371466, expected=20.000000 predicted=29.792778, expected=44.000000 predicted=37.164225, expected=40.000000 predicted=33.036557, expected=20.000000 predicted=33.373449, expected=16.000000 predicted=29.370747, expected=36.000000 predicted=30.241801, expected=36.000000 predicted=33.709946, expected=24.000000 predicted=28.378068, expected=8.000000 predicted=20.491198, expected=36.000000 predicted=27.831574, expected=4.000000 predicted=20.989344, expected=24.000000 predicted=24.081932, expected=68.000000 predicted=37.247621, expected=32.000000 predicted=21.438776, expected=32.000000 predicted=33.199091, expected=32.000000 predicted=30.137016, expected=24.000000 predicted=29.728257, expected=32.000000 predicted=41.666855, expected=36.000000 predicted=32.481013, expected=24.000000 predicted=28.233872, expected=44.000000 predicted=35.139950, expected=16.000000 predicted=25.372526, expected=16.000000 predicted=26.043797, expected=24.000000 predicted=29.649585, expected=12.000000 predicted=19.446273, expected=36.000000 predicted=30.553969, expected=48.000000 predicted=28.195414, expected=20.000000 predicted=20.934788, expected=28.000000 predicted=28.549281, expected=20.000000 predicted=24.235196, expected=44.000000 predicted=34.901772, expected=16.000000 predicted=29.418414, expected=8.000000 predicted=18.950518, expected=68.000000 predicted=40.039155, expected=44.000000 predicted=30.005627, expected=16.000000 predicted=29.461885, expected=24.000000 predicted=30.060849, expected=36.000000 predicted=29.435961, expected=36.000000 predicted=40.512568, expected=24.000000 predicted=30.653775, expected=28.000000 predicted=26.547637, expected=52.000000 predicted=36.036324, expected=32.000000 predicted=32.461912, expected=40.000000 predicted=36.405464, expected=24.000000 predicted=31.128541, expected=20.000000 predicted=29.284062, expected=28.000000 predicted=36.086965, expected=40.000000 predicted=32.143417, expected=28.000000 predicted=30.031432, expected=36.000000 predicted=30.054473, expected=12.000000 predicted=23.462764, expected=36.000000 predicted=31.432953, expected=16.000000 predicted=27.739386, expected=36.000000 predicted=28.271816, expected=48.000000 predicted=35.573651, expected=16.000000 predicted=20.463884, expected=28.000000 predicted=32.087761, expected=24.000000 predicted=26.510151, expected=32.000000 predicted=30.689355, expected=16.000000 predicted=28.440634, expected=24.000000 predicted=22.589246, expected=40.000000 predicted=30.463338, expected=40.000000 predicted=28.955127, expected=4.000000 predicted=21.951116, expected=12.000000 predicted=21.828809, expected=36.000000 predicted=29.140601, expected=28.000000 predicted=26.342572, expected=12.000000 predicted=22.144115, expected=32.000000 predicted=22.191180, expected=24.000000 predicted=21.532770, expected=28.000000 predicted=27.341341, expected=12.000000 predicted=22.092624, expected=32.000000 predicted=23.699466, expected=8.000000 predicted=21.104392, expected=24.000000 predicted=22.032301, expected=44.000000 predicted=29.793018, expected=20.000000 predicted=18.207983, expected=20.000000 predicted=25.640650, expected=8.000000 predicted=18.005943, expected=24.000000 predicted=23.647640, expected=20.000000 predicted=25.158575, expected=32.000000 predicted=21.721518, expected=32.000000 predicted=23.915117, expected=28.000000 predicted=21.470159, expected=32.000000 predicted=28.646376, expected=16.000000 predicted=23.543918, expected=48.000000 predicted=35.161690, expected=28.000000 predicted=29.547118, expected=28.000000 predicted=28.289898, expected=52.000000 predicted=38.842202, expected=24.000000 predicted=26.763395, expected=40.000000 predicted=39.271011, expected=12.000000 predicted=27.994395, expected=20.000000 predicted=27.540699, expected=20.000000 predicted=31.378677, expected=24.000000 predicted=22.562464, expected=28.000000 predicted=26.938168, expected=44.000000 predicted=25.919629, expected=32.000000 predicted=26.596755, expected=28.000000 predicted=27.574677, expected=20.000000 predicted=27.931696, expected=20.000000 predicted=27.317808, expected=36.000000 predicted=33.497537, expected=16.000000 predicted=23.585107, expected=40.000000 predicted=29.442523, expected=28.000000 predicted=26.034797, expected=24.000000 predicted=24.648431, expected=36.000000 predicted=33.155590, expected=24.000000 predicted=24.934362, expected=24.000000 predicted=29.812762, expected=36.000000 predicted=30.667801, expected=36.000000 predicted=29.403574, expected=44.000000 predicted=35.052428, expected=20.000000 predicted=27.566749, expected=12.000000 predicted=25.746668, expected=20.000000 predicted=29.424707, expected=16.000000 predicted=24.310953, expected=16.000000 predicted=23.218489, expected=36.000000 predicted=23.210202, expected=28.000000 predicted=20.107243, expected=24.000000 predicted=22.351940, expected=32.000000 predicted=26.082942, expected=20.000000 predicted=23.080700, expected=20.000000 predicted=26.906950, expected=28.000000 predicted=26.878303, expected=32.000000 predicted=26.197691, expected=16.000000 predicted=23.528051, expected=36.000000 predicted=27.200173, expected=24.000000 predicted=24.572267, expected=28.000000 predicted=26.890558, expected=16.000000 predicted=25.302938, expected=36.000000 predicted=26.470459, expected=32.000000 predicted=30.019949, expected=36.000000 predicted=28.313229, expected=12.000000 predicted=24.547652, expected=28.000000 predicted=26.164344, expected=12.000000 predicted=25.424402, expected=28.000000 predicted=25.805020, expected=52.000000 predicted=33.844743, expected=36.000000 predicted=24.829288, expected=24.000000 predicted=28.459559, expected=28.000000 predicted=28.663339, expected=28.000000 predicted=31.215976, expected=20.000000 predicted=31.970516, expected=28.000000 predicted=29.194190, expected=36.000000 predicted=28.393382, expected=44.000000 predicted=31.801439, expected=28.000000 predicted=29.141714, expected=48.000000 predicted=34.977121, expected=28.000000 predicted=32.872973, expected=24.000000 predicted=32.591532, expected=16.000000 predicted=31.949679, expected=48.000000 predicted=34.432197, expected=20.000000 predicted=30.260392, expected=24.000000 predicted=25.943882, expected=32.000000 predicted=29.498754, expected=24.000000 predicted=23.764741, expected=36.000000 predicted=34.341352, expected=28.000000 predicted=26.312661, expected=36.000000 predicted=29.793854, expected=48.000000 predicted=36.488058, expected=48.000000 predicted=35.765875, expected=36.000000 predicted=37.417130, expected=16.000000 predicted=31.477894, expected=24.000000 predicted=34.385366, expected=32.000000 predicted=36.092979, expected=44.000000 predicted=36.394118, expected=36.000000 predicted=32.110217, expected=16.000000 predicted=23.872607, expected=20.000000 predicted=27.895258, expected=24.000000 predicted=28.964286, expected=8.000000 predicted=23.711348, expected=28.000000 predicted=25.813501, expected=48.000000 predicted=27.097992, expected=52.000000 predicted=30.438521, expected=24.000000 predicted=27.567420, expected=20.000000 predicted=26.167954, expected=28.000000 predicted=33.172088, expected=32.000000 predicted=35.079365, expected=16.000000 predicted=29.131985, expected=32.000000 predicted=27.105288, expected=36.000000 predicted=27.937327, expected=28.000000 predicted=27.094001, expected=20.000000 predicted=27.159163, expected=32.000000 predicted=27.323811, expected=4.000000 predicted=21.906813, expected=16.000000 predicted=24.004148, expected=32.000000 predicted=25.844049, expected=36.000000 predicted=23.210621, expected=32.000000 predicted=26.937197, expected=20.000000 predicted=19.951156, expected=32.000000 predicted=27.746874, expected=20.000000 predicted=27.420957, expected=24.000000 predicted=27.744179, expected=36.000000 predicted=30.352615, expected=52.000000 predicted=32.064718, expected=16.000000 predicted=26.339321, expected=28.000000 predicted=28.828165, expected=24.000000 predicted=29.442971, expected=28.000000 predicted=29.753985, expected=44.000000 predicted=37.727939, expected=48.000000 predicted=31.001401, expected=64.000000 predicted=41.536812, expected=24.000000 predicted=32.916081, expected=40.000000 predicted=40.145159, expected=24.000000 predicted=39.620051, expected=28.000000 predicted=36.744012, expected=36.000000 predicted=41.386491, expected=44.000000 predicted=32.574483, expected=40.000000 predicted=36.346346, expected=20.000000 predicted=28.362950, expected=16.000000 predicted=28.627097, expected=16.000000 predicted=28.396467, expected=28.000000 predicted=29.889770, expected=28.000000 predicted=27.127729, expected=32.000000 predicted=23.884683, expected=28.000000 predicted=23.974117, expected=32.000000 predicted=26.397166, expected=20.000000 predicted=26.509757, expected=36.000000 predicted=30.643402, expected=16.000000 predicted=25.833382, expected=28.000000 predicted=26.929153, expected=40.000000 predicted=32.156907, expected=76.000000 predicted=39.808888, expected=8.000000 predicted=27.549304, expected=28.000000 predicted=30.411859, expected=32.000000 predicted=36.942769, expected=24.000000 predicted=30.706994, expected=20.000000 predicted=37.291429, expected=24.000000 predicted=21.167727, expected=36.000000 predicted=28.887936, expected=20.000000 predicted=24.973616, expected=36.000000 predicted=28.203688, expected=48.000000 predicted=32.652403, expected=36.000000 predicted=30.657428, expected=20.000000 predicted=31.151141, expected=24.000000 predicted=29.248481, expected=40.000000 predicted=35.754036, expected=24.000000 predicted=31.666917, expected=24.000000 predicted=28.541529, expected=52.000000 predicted=34.248374, expected=40.000000 predicted=31.811393, expected=28.000000 predicted=33.480424, expected=16.000000 predicted=28.680281, expected=12.000000 predicted=25.439243, expected=36.000000 predicted=35.575144, expected=44.000000 predicted=32.662153, expected=44.000000 predicted=30.723255, expected=32.000000 predicted=28.732345, expected=60.000000 predicted=38.944450, expected=40.000000 predicted=40.422143, expected=12.000000 predicted=33.545432, expected=52.000000 predicted=46.057200, expected=24.000000 predicted=32.382342, expected=16.000000 predicted=33.521659, expected=56.000000 predicted=41.377124, expected=52.000000 predicted=32.242711, expected=52.000000 predicted=43.931976, expected=28.000000 predicted=35.039563, expected=28.000000 predicted=33.996204, expected=24.000000 predicted=40.555474, expected=20.000000 predicted=33.691777, expected=56.000000 predicted=42.022944, expected=52.000000 predicted=35.359854, expected=24.000000 predicted=29.580133, expected=20.000000 predicted=31.131293, expected=60.000000 predicted=41.122257, expected=16.000000 predicted=34.205134, expected=28.000000 predicted=35.878675, expected=48.000000 predicted=36.467040, expected=28.000000 predicted=27.273483, expected=36.000000 predicted=40.616960, expected=28.000000 predicted=28.642173, expected=44.000000 predicted=35.307756, expected=40.000000 predicted=39.325523, expected=20.000000 predicted=28.857353, expected=40.000000 predicted=37.479730, expected=52.000000 predicted=38.258826, expected=32.000000 predicted=35.888594, expected=40.000000 predicted=39.375831, expected=32.000000 predicted=33.360931, expected=16.000000 predicted=32.038903, expected=28.000000 predicted=36.731418, expected=32.000000 predicted=30.480213, expected=16.000000 predicted=26.144508, expected=20.000000 predicted=25.513740, expected=16.000000 predicted=19.922481, expected=32.000000 predicted=25.755290, expected=16.000000 predicted=21.883279, expected=24.000000 predicted=20.592004, expected=28.000000 predicted=23.836367, expected=44.000000 predicted=27.243036, expected=40.000000 predicted=31.893555, expected=32.000000 predicted=28.252625, expected=32.000000 predicted=32.581397, expected=28.000000 predicted=32.090713, expected=56.000000 predicted=42.802699, expected=44.000000 predicted=38.622408, expected=36.000000 predicted=36.082380, expected=20.000000 predicted=33.957372, expected=20.000000 predicted=31.221147, expected=20.000000 predicted=34.409383, expected=12.000000 predicted=25.231753, expected=44.000000 predicted=30.996239, expected=32.000000 predicted=24.014694, expected=44.000000 predicted=29.375313, expected=24.000000 predicted=27.533845, expected=48.000000 predicted=33.317788, expected=36.000000 predicted=38.564770, expected=40.000000 predicted=36.082643, expected=40.000000 predicted=40.722149, expected=48.000000 predicted=38.086923, expected=32.000000 predicted=39.939415, expected=12.000000 predicted=30.947230, expected=8.000000 predicted=29.013881, expected=40.000000 predicted=34.056695, expected=28.000000 predicted=29.215052, expected=16.000000 predicted=22.004206, expected=32.000000 predicted=24.757962, expected=28.000000 predicted=22.421794, expected=28.000000 predicted=29.512695, expected=32.000000 predicted=28.951897, expected=28.000000 predicted=25.357657, expected=16.000000 predicted=25.879676, expected=32.000000 predicted=29.172241, expected=24.000000 predicted=25.900238, expected=44.000000 predicted=31.981686, expected=28.000000 predicted=28.256727, expected=24.000000 predicted=25.077224, expected=24.000000 predicted=30.102048, expected=40.000000 predicted=31.083694, expected=24.000000 predicted=30.593060, expected=24.000000 predicted=26.917497, expected=56.000000 predicted=36.441743, expected=24.000000 predicted=27.177386, expected=16.000000 predicted=29.728485, expected=40.000000 predicted=33.935156, expected=36.000000 predicted=29.995614, expected=40.000000 predicted=38.560088, expected=40.000000 predicted=33.354451, expected=44.000000 predicted=34.103907, expected=28.000000 predicted=36.343364, expected=40.000000 predicted=38.720797, expected=16.000000 predicted=32.090951, expected=20.000000 predicted=30.759428, expected=20.000000 predicted=30.022944, expected=24.000000 predicted=24.120628, expected=40.000000 predicted=31.245410, expected=44.000000 predicted=27.832812, expected=28.000000 predicted=26.942230, expected=20.000000 predicted=27.133771, expected=16.000000 predicted=26.510415, expected=16.000000 predicted=27.111883, expected=56.000000 predicted=37.240070, expected=40.000000 predicted=29.112563, expected=32.000000 predicted=28.022208, expected=24.000000 predicted=29.073037, expected=28.000000 predicted=29.268538, expected=20.000000 predicted=34.335575, expected=32.000000 predicted=31.597083, expected=40.000000 predicted=31.683211, expected=36.000000 predicted=29.110403, expected=16.000000 predicted=26.293519, expected=28.000000 predicted=28.434345, expected=28.000000 predicted=29.983557, expected=20.000000 predicted=27.370873, expected=32.000000 predicted=29.977559, expected=52.000000 predicted=31.248946, expected=32.000000 predicted=29.655360, expected=36.000000 predicted=33.569872, expected=28.000000 predicted=31.178233, expected=32.000000 predicted=33.756607, expected=24.000000 predicted=35.278291, expected=40.000000 predicted=33.555696, expected=40.000000 predicted=34.741901, expected=16.000000 predicted=26.070438, expected=32.000000 predicted=32.795651, expected=16.000000 predicted=25.066671, expected=36.000000 predicted=32.284541, expected=28.000000 predicted=30.107663, expected=20.000000 predicted=21.478635, expected=24.000000 predicted=27.829357, expected=52.000000 predicted=31.347168, expected=28.000000 predicted=29.724791, expected=40.000000 predicted=33.104041, expected=28.000000 predicted=30.381133, expected=24.000000 predicted=28.939284, expected=36.000000 predicted=38.797688, expected=64.000000 predicted=39.699803, expected=60.000000 predicted=43.319284, expected=12.000000 predicted=30.224603, expected=16.000000 predicted=33.044292, expected=28.000000 predicted=36.185809, expected=20.000000 predicted=33.842719, expected=16.000000 predicted=29.373614, expected=28.000000 predicted=21.084246, expected=48.000000 predicted=28.000843, expected=24.000000 predicted=25.129202, expected=40.000000 predicted=30.703348, expected=32.000000 predicted=29.632392, expected=40.000000 predicted=34.045168, expected=20.000000 predicted=34.011232, expected=48.000000 predicted=35.466894, expected=36.000000 predicted=36.360830, expected=36.000000 predicted=33.727127, expected=28.000000 predicted=35.685242, expected=28.000000 predicted=29.576651, expected=20.000000 predicted=33.048821, expected=20.000000 predicted=27.836869, expected=52.000000 predicted=36.103946, expected=36.000000 predicted=29.426072, expected=28.000000 predicted=29.228489, expected=32.000000 predicted=31.628839, expected=40.000000 predicted=32.799356, expected=16.000000 predicted=32.670518, expected=52.000000 predicted=38.883374, expected=48.000000 predicted=36.403829, expected=36.000000 predicted=34.155775, expected=24.000000 predicted=36.383217, expected=16.000000 predicted=26.956469, expected=12.000000 predicted=31.460589, expected=24.000000 predicted=29.875952, expected=28.000000 predicted=25.733255, expected=48.000000 predicted=28.898045, expected=48.000000 predicted=30.156387, expected=28.000000 predicted=26.655250, expected=20.000000 predicted=30.169803, expected=24.000000 predicted=31.148986, expected=16.000000 Test MSE: 167.420
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864])] predicted=12.175494, expected=4.000000 predicted=11.461041, expected=4.000000 predicted=10.302428, expected=8.000000 predicted=8.280549, expected=24.000000 predicted=9.254027, expected=8.000000 predicted=10.528157, expected=8.000000 predicted=9.760658, expected=4.000000 predicted=9.364050, expected=8.000000 predicted=10.622199, expected=12.000000 predicted=10.528663, expected=4.000000 predicted=7.555870, expected=12.000000 predicted=7.810608, expected=4.000000 predicted=7.321209, expected=4.000000 predicted=7.937564, expected=12.000000 predicted=7.506791, expected=4.000000 predicted=6.895049, expected=8.000000 predicted=7.442055, expected=12.000000 predicted=6.711488, expected=12.000000 predicted=8.581410, expected=4.000000 predicted=8.893207, expected=12.000000 predicted=8.547766, expected=8.000000 predicted=9.256577, expected=8.000000 predicted=9.723510, expected=12.000000 predicted=8.952453, expected=12.000000 predicted=9.172092, expected=8.000000 predicted=10.161590, expected=4.000000 predicted=9.008017, expected=8.000000 predicted=8.821284, expected=4.000000 predicted=8.270706, expected=12.000000 predicted=7.907923, expected=12.000000 predicted=7.444056, expected=12.000000 predicted=8.555628, expected=12.000000 predicted=9.697849, expected=16.000000 predicted=11.061669, expected=8.000000 predicted=12.217719, expected=8.000000 predicted=11.762261, expected=8.000000 predicted=10.747224, expected=12.000000 predicted=10.775220, expected=8.000000 predicted=10.066626, expected=16.000000 predicted=9.711224, expected=4.000000 predicted=9.459166, expected=4.000000 predicted=9.339997, expected=4.000000 predicted=8.070901, expected=8.000000 predicted=7.549791, expected=16.000000 predicted=8.159181, expected=8.000000 predicted=7.118505, expected=20.000000 predicted=9.447598, expected=4.000000 predicted=10.003270, expected=4.000000 predicted=10.899879, expected=32.000000 predicted=12.322350, expected=4.000000 predicted=12.512820, expected=8.000000 predicted=13.276694, expected=16.000000 predicted=9.867345, expected=12.000000 predicted=13.309279, expected=8.000000 predicted=13.938804, expected=4.000000 predicted=8.985030, expected=4.000000 predicted=9.243399, expected=16.000000 predicted=9.604665, expected=12.000000 predicted=8.855337, expected=8.000000 predicted=8.872560, expected=4.000000 predicted=8.117067, expected=8.000000 predicted=9.016499, expected=12.000000 predicted=9.821978, expected=8.000000 predicted=8.682023, expected=8.000000 predicted=8.008247, expected=8.000000 predicted=7.922647, expected=4.000000 predicted=8.446415, expected=4.000000 predicted=7.700281, expected=4.000000 predicted=6.139487, expected=8.000000 predicted=5.947611, expected=24.000000 predicted=7.398510, expected=12.000000 predicted=8.632602, expected=4.000000 predicted=9.940528, expected=4.000000 predicted=9.524131, expected=12.000000 predicted=11.125555, expected=8.000000 predicted=10.856556, expected=12.000000 predicted=8.523277, expected=4.000000 predicted=7.179531, expected=12.000000 predicted=8.831256, expected=16.000000 predicted=9.939608, expected=8.000000 predicted=10.221490, expected=8.000000 predicted=10.135879, expected=8.000000 predicted=9.403256, expected=4.000000 predicted=10.005381, expected=16.000000 predicted=9.732197, expected=12.000000 predicted=8.736595, expected=4.000000 predicted=9.187103, expected=8.000000 predicted=8.635067, expected=16.000000 predicted=9.664093, expected=4.000000 predicted=10.375266, expected=8.000000 predicted=9.006510, expected=8.000000 predicted=7.690684, expected=4.000000 predicted=8.679453, expected=12.000000 predicted=8.462970, expected=8.000000 predicted=6.988270, expected=8.000000 predicted=8.233418, expected=8.000000 predicted=7.757893, expected=4.000000 predicted=7.726848, expected=12.000000 predicted=8.595122, expected=20.000000 predicted=8.986981, expected=4.000000 predicted=9.439029, expected=4.000000 predicted=9.336100, expected=4.000000 predicted=8.209618, expected=4.000000 predicted=8.957177, expected=12.000000 predicted=7.792697, expected=16.000000 predicted=6.341528, expected=4.000000 predicted=7.216303, expected=12.000000 predicted=8.530975, expected=4.000000 predicted=8.601865, expected=8.000000 predicted=10.219956, expected=12.000000 predicted=8.837115, expected=24.000000 predicted=9.746178, expected=8.000000 predicted=10.861043, expected=8.000000 predicted=11.071645, expected=16.000000 predicted=12.145553, expected=4.000000 predicted=12.904422, expected=16.000000 predicted=13.098791, expected=4.000000 predicted=9.048737, expected=4.000000 predicted=9.886833, expected=12.000000 predicted=8.869555, expected=16.000000 predicted=8.939001, expected=20.000000 predicted=11.237524, expected=12.000000 predicted=10.598890, expected=8.000000 predicted=12.262458, expected=4.000000 predicted=12.665634, expected=4.000000 predicted=11.804809, expected=16.000000 predicted=10.821091, expected=4.000000 predicted=8.046612, expected=12.000000 predicted=8.042667, expected=36.000000 predicted=10.354244, expected=4.000000 predicted=12.569184, expected=4.000000 predicted=14.288938, expected=20.000000 predicted=11.905225, expected=8.000000 predicted=14.992263, expected=4.000000 predicted=14.503291, expected=4.000000 predicted=7.155085, expected=8.000000 predicted=8.406403, expected=4.000000 predicted=8.374229, expected=4.000000 predicted=5.635086, expected=8.000000 predicted=5.019706, expected=24.000000 predicted=7.656885, expected=24.000000 predicted=10.628958, expected=12.000000 predicted=12.458793, expected=4.000000 predicted=12.952413, expected=20.000000 predicted=15.616428, expected=4.000000 predicted=14.975933, expected=16.000000 predicted=14.412555, expected=16.000000 predicted=10.742770, expected=4.000000 predicted=11.458992, expected=4.000000 predicted=11.391978, expected=12.000000 predicted=9.135115, expected=12.000000 predicted=10.709345, expected=16.000000 predicted=10.518631, expected=4.000000 predicted=8.321079, expected=20.000000 predicted=11.380116, expected=4.000000 predicted=10.911310, expected=8.000000 predicted=11.975581, expected=4.000000 predicted=9.115695, expected=12.000000 predicted=9.053820, expected=16.000000 predicted=10.069100, expected=20.000000 predicted=9.993027, expected=8.000000 predicted=10.990586, expected=28.000000 predicted=14.187459, expected=8.000000 predicted=14.811153, expected=12.000000 predicted=16.734031, expected=4.000000 predicted=13.398678, expected=12.000000 predicted=12.698224, expected=8.000000 predicted=12.234837, expected=8.000000 predicted=9.029989, expected=12.000000 predicted=9.071689, expected=8.000000 predicted=8.566048, expected=8.000000 predicted=9.622121, expected=36.000000 predicted=11.909125, expected=12.000000 predicted=13.094273, expected=12.000000 predicted=15.806198, expected=8.000000 predicted=13.549386, expected=4.000000 predicted=14.440007, expected=12.000000 predicted=14.878775, expected=20.000000 predicted=10.788073, expected=12.000000 predicted=11.215134, expected=4.000000 predicted=10.309315, expected=8.000000 predicted=9.963762, expected=16.000000 predicted=11.916966, expected=16.000000 predicted=12.694525, expected=4.000000 predicted=10.217205, expected=4.000000 predicted=9.017268, expected=4.000000 predicted=8.948826, expected=20.000000 predicted=10.793203, expected=28.000000 predicted=11.481303, expected=4.000000 predicted=10.069057, expected=16.000000 predicted=12.625652, expected=8.000000 predicted=12.813785, expected=4.000000 predicted=15.203251, expected=8.000000 predicted=11.914116, expected=4.000000 predicted=7.532481, expected=4.000000 predicted=8.015091, expected=4.000000 predicted=5.343370, expected=12.000000 predicted=5.827639, expected=4.000000 predicted=5.817165, expected=8.000000 predicted=6.115504, expected=24.000000 predicted=8.203178, expected=4.000000 predicted=9.013893, expected=4.000000 predicted=10.297973, expected=8.000000 predicted=8.129694, expected=4.000000 predicted=9.366959, expected=4.000000 predicted=8.823206, expected=4.000000 predicted=4.545773, expected=4.000000 predicted=4.790629, expected=16.000000 predicted=6.332459, expected=4.000000 predicted=5.520075, expected=8.000000 predicted=6.996062, expected=4.000000 predicted=6.183148, expected=20.000000 predicted=9.256099, expected=12.000000 predicted=10.002232, expected=4.000000 predicted=9.129276, expected=12.000000 predicted=9.755879, expected=12.000000 predicted=10.433829, expected=8.000000 predicted=11.905573, expected=4.000000 predicted=8.872595, expected=24.000000 predicted=10.128746, expected=8.000000 predicted=10.768217, expected=28.000000 predicted=13.940997, expected=4.000000 predicted=11.887627, expected=16.000000 predicted=14.821233, expected=12.000000 predicted=15.003828, expected=8.000000 predicted=13.598038, expected=32.000000 predicted=15.698458, expected=4.000000 predicted=12.542351, expected=8.000000 predicted=14.806605, expected=4.000000 predicted=11.040782, expected=8.000000 predicted=12.030407, expected=4.000000 predicted=10.403682, expected=20.000000 predicted=7.383133, expected=4.000000 predicted=7.677380, expected=4.000000 predicted=8.032824, expected=4.000000 predicted=7.128423, expected=8.000000 predicted=7.756921, expected=4.000000 predicted=7.711207, expected=12.000000 predicted=5.652058, expected=4.000000 predicted=5.734031, expected=12.000000 predicted=7.259798, expected=4.000000 predicted=7.140506, expected=24.000000 predicted=9.290055, expected=32.000000 predicted=12.874802, expected=32.000000 predicted=17.230570, expected=16.000000 predicted=19.505568, expected=16.000000 predicted=20.643174, expected=28.000000 predicted=24.647194, expected=24.000000 predicted=25.081083, expected=8.000000 predicted=21.515133, expected=12.000000 predicted=17.745179, expected=8.000000 predicted=16.405106, expected=4.000000 predicted=14.955791, expected=12.000000 predicted=11.412050, expected=16.000000 predicted=9.694486, expected=4.000000 predicted=9.582156, expected=12.000000 predicted=9.350796, expected=12.000000 predicted=9.567081, expected=4.000000 predicted=10.526969, expected=8.000000 predicted=9.490066, expected=8.000000 predicted=7.823150, expected=12.000000 predicted=9.459680, expected=4.000000 predicted=8.020708, expected=4.000000 predicted=6.929345, expected=12.000000 predicted=7.749057, expected=32.000000 predicted=11.321250, expected=12.000000 predicted=12.195268, expected=4.000000 predicted=11.828220, expected=8.000000 predicted=11.936156, expected=8.000000 predicted=13.238575, expected=28.000000 predicted=15.397865, expected=8.000000 predicted=10.699720, expected=4.000000 predicted=10.585277, expected=4.000000 predicted=9.977059, expected=20.000000 predicted=12.479944, expected=4.000000 predicted=11.323377, expected=8.000000 predicted=8.290659, expected=8.000000 predicted=7.655090, expected=20.000000 predicted=10.658804, expected=4.000000 predicted=10.466908, expected=8.000000 predicted=9.022984, expected=4.000000 predicted=8.735129, expected=4.000000 predicted=8.650053, expected=4.000000 predicted=7.513690, expected=8.000000 predicted=5.316581, expected=8.000000 predicted=5.792275, expected=12.000000 predicted=6.373001, expected=8.000000 predicted=7.050938, expected=4.000000 predicted=7.496908, expected=8.000000 predicted=8.117818, expected=8.000000 predicted=8.043331, expected=4.000000 predicted=7.515730, expected=12.000000 predicted=7.203093, expected=4.000000 predicted=6.545236, expected=4.000000 predicted=7.008237, expected=4.000000 predicted=6.032890, expected=12.000000 predicted=6.639714, expected=12.000000 predicted=7.606719, expected=8.000000 predicted=7.125115, expected=20.000000 predicted=9.550818, expected=4.000000 predicted=9.871068, expected=4.000000 predicted=10.696621, expected=8.000000 Test MSE: 52.358
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061])] predicted=12.826682, expected=8.000000 predicted=12.763723, expected=12.000000 predicted=14.686397, expected=8.000000 predicted=10.260631, expected=16.000000 predicted=10.461407, expected=20.000000 predicted=12.567476, expected=4.000000 predicted=10.046653, expected=20.000000 predicted=13.781128, expected=8.000000 predicted=11.686702, expected=4.000000 predicted=11.507300, expected=12.000000 predicted=11.953465, expected=8.000000 predicted=8.854999, expected=8.000000 predicted=10.667023, expected=12.000000 predicted=8.817204, expected=8.000000 predicted=8.153756, expected=8.000000 predicted=9.328046, expected=12.000000 predicted=9.411847, expected=16.000000 predicted=11.096870, expected=4.000000 predicted=9.385933, expected=8.000000 predicted=8.856383, expected=20.000000 predicted=12.011183, expected=4.000000 predicted=10.134689, expected=20.000000 predicted=13.140550, expected=12.000000 predicted=10.530000, expected=32.000000 predicted=17.262907, expected=20.000000 predicted=18.309210, expected=16.000000 predicted=15.923317, expected=8.000000 predicted=16.674927, expected=4.000000 predicted=13.775018, expected=20.000000 predicted=18.564451, expected=24.000000 predicted=17.079267, expected=16.000000 predicted=14.909760, expected=16.000000 predicted=13.756885, expected=24.000000 predicted=16.847712, expected=4.000000 predicted=16.150878, expected=8.000000 predicted=15.111102, expected=20.000000 predicted=15.358924, expected=16.000000 predicted=15.302058, expected=20.000000 predicted=16.592213, expected=16.000000 predicted=13.031899, expected=20.000000 predicted=16.247893, expected=16.000000 predicted=17.889133, expected=8.000000 predicted=15.022382, expected=8.000000 predicted=14.217841, expected=16.000000 predicted=14.501239, expected=24.000000 predicted=17.017343, expected=12.000000 predicted=13.884190, expected=4.000000 predicted=10.334881, expected=8.000000 predicted=10.991899, expected=8.000000 predicted=12.138661, expected=8.000000 predicted=11.683144, expected=8.000000 predicted=8.235469, expected=8.000000 predicted=7.027626, expected=16.000000 predicted=9.984537, expected=12.000000 predicted=10.019076, expected=36.000000 predicted=16.657692, expected=16.000000 predicted=15.220548, expected=12.000000 predicted=15.095934, expected=8.000000 predicted=15.140942, expected=20.000000 predicted=17.517086, expected=16.000000 predicted=19.599998, expected=8.000000 predicted=12.817032, expected=8.000000 predicted=11.245847, expected=16.000000 predicted=12.764123, expected=16.000000 predicted=14.907286, expected=4.000000 predicted=10.685966, expected=12.000000 predicted=10.401132, expected=12.000000 predicted=11.192713, expected=8.000000 predicted=11.394961, expected=12.000000 predicted=11.119605, expected=16.000000 predicted=10.728863, expected=12.000000 predicted=11.980415, expected=12.000000 predicted=11.850399, expected=8.000000 predicted=10.534973, expected=12.000000 predicted=12.013839, expected=8.000000 predicted=11.315049, expected=4.000000 predicted=8.855754, expected=16.000000 predicted=10.846528, expected=12.000000 predicted=10.119681, expected=8.000000 predicted=9.825349, expected=12.000000 predicted=9.861731, expected=4.000000 predicted=8.227406, expected=36.000000 predicted=17.361747, expected=12.000000 predicted=13.614751, expected=4.000000 predicted=11.039163, expected=4.000000 predicted=10.690819, expected=16.000000 predicted=12.865500, expected=8.000000 predicted=14.716426, expected=8.000000 predicted=8.655133, expected=20.000000 predicted=10.553488, expected=8.000000 predicted=9.824940, expected=8.000000 predicted=11.171929, expected=16.000000 predicted=11.509990, expected=16.000000 predicted=12.779466, expected=32.000000 predicted=18.669390, expected=4.000000 predicted=12.118033, expected=16.000000 predicted=14.637793, expected=8.000000 predicted=14.617797, expected=8.000000 predicted=13.814543, expected=16.000000 predicted=15.503868, expected=16.000000 predicted=11.379840, expected=4.000000 predicted=10.723730, expected=8.000000 predicted=9.417890, expected=12.000000 predicted=10.700642, expected=8.000000 predicted=10.909388, expected=8.000000 predicted=9.547580, expected=8.000000 predicted=7.588583, expected=8.000000 predicted=8.548589, expected=16.000000 predicted=10.795627, expected=20.000000 predicted=12.002197, expected=20.000000 predicted=13.537325, expected=8.000000 predicted=12.024909, expected=12.000000 predicted=13.186631, expected=20.000000 predicted=16.596572, expected=16.000000 predicted=16.442698, expected=16.000000 predicted=15.580009, expected=16.000000 predicted=14.154094, expected=12.000000 predicted=14.720131, expected=12.000000 predicted=15.304758, expected=8.000000 predicted=12.937944, expected=8.000000 predicted=11.890606, expected=8.000000 predicted=10.780636, expected=12.000000 predicted=10.416911, expected=8.000000 predicted=9.323392, expected=12.000000 predicted=9.439924, expected=8.000000 predicted=8.982541, expected=4.000000 predicted=8.034013, expected=8.000000 predicted=8.784381, expected=16.000000 predicted=10.072395, expected=16.000000 predicted=11.354362, expected=20.000000 predicted=12.407671, expected=4.000000 predicted=9.646123, expected=16.000000 predicted=13.148894, expected=12.000000 predicted=14.018998, expected=8.000000 predicted=12.500303, expected=28.000000 predicted=16.414473, expected=16.000000 predicted=13.473522, expected=16.000000 predicted=15.837496, expected=12.000000 predicted=14.373362, expected=8.000000 predicted=13.597215, expected=16.000000 predicted=16.996676, expected=4.000000 predicted=11.477404, expected=20.000000 predicted=13.709326, expected=12.000000 predicted=11.919854, expected=4.000000 predicted=9.762185, expected=4.000000 predicted=9.460158, expected=8.000000 predicted=8.459017, expected=16.000000 predicted=12.132418, expected=8.000000 predicted=8.716126, expected=8.000000 predicted=7.439080, expected=8.000000 predicted=8.095835, expected=16.000000 predicted=11.217752, expected=8.000000 predicted=10.700144, expected=8.000000 predicted=8.928550, expected=12.000000 predicted=9.947795, expected=4.000000 predicted=8.765512, expected=4.000000 predicted=8.590778, expected=12.000000 predicted=8.405773, expected=12.000000 predicted=9.106516, expected=4.000000 predicted=7.676452, expected=4.000000 predicted=5.935284, expected=4.000000 predicted=6.215241, expected=24.000000 predicted=11.868809, expected=4.000000 predicted=8.264974, expected=8.000000 predicted=7.393374, expected=4.000000 predicted=7.050754, expected=12.000000 predicted=9.601214, expected=8.000000 predicted=10.702332, expected=16.000000 predicted=9.023216, expected=4.000000 predicted=7.921898, expected=4.000000 predicted=7.190710, expected=24.000000 predicted=12.716514, expected=4.000000 predicted=9.380591, expected=16.000000 predicted=11.837826, expected=12.000000 predicted=10.068505, expected=8.000000 predicted=10.736685, expected=24.000000 predicted=15.975228, expected=12.000000 predicted=12.091134, expected=4.000000 predicted=11.896969, expected=4.000000 predicted=9.813124, expected=12.000000 predicted=11.049405, expected=4.000000 predicted=10.504339, expected=12.000000 predicted=8.536292, expected=12.000000 predicted=7.947033, expected=20.000000 predicted=11.193013, expected=16.000000 predicted=12.697477, expected=4.000000 predicted=9.900707, expected=12.000000 predicted=12.410205, expected=20.000000 predicted=14.717854, expected=20.000000 predicted=16.254440, expected=8.000000 predicted=12.559367, expected=8.000000 predicted=10.862202, expected=12.000000 predicted=13.309930, expected=20.000000 predicted=15.857059, expected=8.000000 predicted=12.489569, expected=28.000000 predicted=14.775843, expected=20.000000 predicted=15.733054, expected=4.000000 predicted=13.935562, expected=4.000000 predicted=13.118916, expected=8.000000 predicted=11.789904, expected=12.000000 predicted=14.049726, expected=12.000000 predicted=10.752973, expected=16.000000 predicted=9.422990, expected=4.000000 predicted=8.199064, expected=4.000000 predicted=8.632660, expected=4.000000 predicted=8.488111, expected=8.000000 predicted=8.559953, expected=12.000000 predicted=8.922967, expected=24.000000 predicted=10.359586, expected=8.000000 predicted=9.010896, expected=8.000000 predicted=9.584956, expected=8.000000 predicted=10.666380, expected=12.000000 predicted=12.400531, expected=20.000000 predicted=14.798166, expected=12.000000 predicted=10.964318, expected=4.000000 predicted=9.472148, expected=12.000000 predicted=11.116835, expected=16.000000 predicted=13.280464, expected=12.000000 predicted=13.127021, expected=4.000000 predicted=9.169207, expected=20.000000 predicted=11.716343, expected=12.000000 predicted=12.643242, expected=4.000000 predicted=10.814093, expected=4.000000 predicted=8.746519, expected=12.000000 predicted=9.573934, expected=12.000000 predicted=11.578699, expected=4.000000 predicted=7.615840, expected=12.000000 predicted=7.959217, expected=4.000000 predicted=7.324869, expected=8.000000 predicted=8.905655, expected=12.000000 predicted=9.131735, expected=8.000000 predicted=7.729722, expected=4.000000 predicted=7.661808, expected=4.000000 predicted=6.163027, expected=12.000000 predicted=8.571482, expected=20.000000 predicted=11.171444, expected=8.000000 predicted=8.736323, expected=16.000000 predicted=10.434487, expected=12.000000 predicted=11.354679, expected=4.000000 predicted=11.308538, expected=8.000000 predicted=11.547644, expected=8.000000 predicted=9.290301, expected=20.000000 predicted=12.678075, expected=28.000000 predicted=14.535763, expected=16.000000 predicted=13.054667, expected=8.000000 predicted=12.996385, expected=8.000000 predicted=13.565178, expected=8.000000 predicted=14.874291, expected=12.000000 predicted=14.518036, expected=8.000000 predicted=10.132121, expected=8.000000 predicted=8.440325, expected=8.000000 predicted=8.469479, expected=12.000000 predicted=9.600456, expected=20.000000 predicted=12.265950, expected=12.000000 predicted=10.922670, expected=12.000000 predicted=11.441779, expected=4.000000 predicted=10.177661, expected=16.000000 predicted=13.289374, expected=16.000000 predicted=14.154033, expected=8.000000 predicted=10.904673, expected=8.000000 predicted=10.158876, expected=4.000000 predicted=8.512961, expected=28.000000 predicted=15.404553, expected=4.000000 predicted=10.655650, expected=12.000000 predicted=10.325578, expected=20.000000 predicted=12.853271, expected=4.000000 predicted=11.051617, expected=8.000000 predicted=12.983016, expected=12.000000 predicted=9.832327, expected=8.000000 predicted=10.795731, expected=8.000000 predicted=10.273804, expected=12.000000 predicted=8.609242, expected=8.000000 predicted=9.122202, expected=4.000000 predicted=8.319668, expected=4.000000 predicted=7.001735, expected=16.000000 predicted=9.562081, expected=8.000000 predicted=8.732656, expected=12.000000 predicted=8.732385, expected=16.000000 predicted=9.927394, expected=16.000000 predicted=11.914469, expected=12.000000 predicted=13.130849, expected=4.000000 predicted=10.219700, expected=8.000000 predicted=11.197954, expected=8.000000 predicted=10.973228, expected=20.000000 predicted=12.690504, expected=16.000000 predicted=11.543052, expected=8.000000 predicted=9.617123, expected=12.000000 predicted=11.516016, expected=8.000000 predicted=11.530068, expected=28.000000 predicted=17.172316, expected=12.000000 predicted=13.592024, expected=16.000000 predicted=13.575708, expected=20.000000 predicted=15.817755, expected=8.000000 predicted=14.450849, expected=4.000000 predicted=14.399234, expected=4.000000 predicted=10.231301, expected=4.000000 predicted=9.653536, expected=8.000000 predicted=8.882886, expected=12.000000 predicted=7.221933, expected=4.000000 predicted=5.444604, expected=4.000000 predicted=5.467368, expected=8.000000 predicted=6.634830, expected=8.000000 predicted=7.603782, expected=16.000000 predicted=9.529520, expected=24.000000 predicted=11.390278, expected=8.000000 predicted=10.128350, expected=8.000000 predicted=11.002661, expected=16.000000 predicted=13.341068, expected=12.000000 predicted=14.305556, expected=4.000000 predicted=11.797811, expected=12.000000 predicted=9.993443, expected=4.000000 predicted=8.812469, expected=8.000000 predicted=9.783791, expected=4.000000 predicted=7.122400, expected=24.000000 predicted=10.683569, expected=16.000000 predicted=11.562007, expected=12.000000 predicted=10.610697, expected=12.000000 predicted=11.870540, expected=16.000000 predicted=13.818667, expected=8.000000 predicted=14.637214, expected=28.000000 predicted=16.727263, expected=16.000000 predicted=14.959741, expected=8.000000 predicted=13.672677, expected=8.000000 predicted=13.275393, expected=4.000000 predicted=11.338981, expected=12.000000 predicted=13.981371, expected=8.000000 predicted=9.614141, expected=4.000000 predicted=6.956664, expected=12.000000 predicted=8.280837, expected=8.000000 predicted=7.774695, expected=4.000000 predicted=7.796590, expected=4.000000 predicted=6.316023, expected=20.000000 predicted=9.718679, expected=4.000000 predicted=8.268131, expected=12.000000 predicted=8.776600, expected=12.000000 predicted=8.974450, expected=8.000000 predicted=9.596754, expected=16.000000 predicted=12.773791, expected=4.000000 predicted=8.343419, expected=12.000000 predicted=10.952139, expected=4.000000 predicted=8.840775, expected=12.000000 predicted=9.747913, expected=4.000000 predicted=8.496149, expected=12.000000 Test MSE: 45.502
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889])] predicted=31.746004, expected=24.000000 predicted=25.326204, expected=12.000000 predicted=25.043174, expected=12.000000 predicted=18.088310, expected=32.000000 predicted=24.604949, expected=48.000000 predicted=24.406682, expected=28.000000 predicted=26.223258, expected=32.000000 predicted=29.055778, expected=56.000000 predicted=36.647924, expected=40.000000 predicted=36.246313, expected=16.000000 predicted=35.957688, expected=24.000000 predicted=33.308859, expected=32.000000 predicted=30.573259, expected=28.000000 predicted=32.094787, expected=20.000000 predicted=28.146041, expected=32.000000 predicted=26.283176, expected=20.000000 predicted=23.896471, expected=20.000000 predicted=24.895521, expected=44.000000 predicted=31.095481, expected=40.000000 predicted=28.268849, expected=24.000000 predicted=29.917579, expected=28.000000 predicted=30.812409, expected=36.000000 predicted=30.407429, expected=24.000000 predicted=30.764020, expected=28.000000 predicted=31.699292, expected=52.000000 predicted=34.863741, expected=56.000000 predicted=37.723359, expected=44.000000 predicted=41.205745, expected=32.000000 predicted=39.257084, expected=32.000000 predicted=38.173568, expected=24.000000 predicted=37.132741, expected=12.000000 predicted=31.128422, expected=28.000000 predicted=30.357225, expected=40.000000 predicted=29.043278, expected=64.000000 predicted=37.582046, expected=16.000000 predicted=28.743760, expected=36.000000 predicted=33.707467, expected=24.000000 predicted=33.042712, expected=48.000000 predicted=35.543003, expected=48.000000 predicted=45.108653, expected=20.000000 predicted=27.439072, expected=24.000000 predicted=35.141774, expected=28.000000 predicted=29.793184, expected=12.000000 predicted=26.119070, expected=32.000000 predicted=31.329366, expected=16.000000 predicted=20.361812, expected=36.000000 predicted=25.612933, expected=32.000000 predicted=28.475444, expected=28.000000 predicted=23.672062, expected=24.000000 predicted=29.765757, expected=32.000000 predicted=26.923151, expected=36.000000 predicted=31.987766, expected=52.000000 predicted=36.532723, expected=48.000000 predicted=38.231928, expected=40.000000 predicted=38.120696, expected=32.000000 predicted=39.442190, expected=20.000000 predicted=34.278338, expected=52.000000 predicted=43.221493, expected=12.000000 predicted=30.238701, expected=16.000000 predicted=28.051488, expected=60.000000 predicted=38.790937, expected=40.000000 predicted=28.084821, expected=32.000000 predicted=38.550834, expected=16.000000 predicted=29.295568, expected=36.000000 predicted=30.225241, expected=32.000000 predicted=36.334105, expected=32.000000 predicted=31.284694, expected=20.000000 predicted=28.960005, expected=44.000000 predicted=30.728017, expected=24.000000 predicted=29.837865, expected=12.000000 predicted=25.055436, expected=24.000000 predicted=28.558997, expected=12.000000 predicted=18.106312, expected=28.000000 predicted=26.046600, expected=36.000000 predicted=25.515084, expected=20.000000 predicted=19.566835, expected=8.000000 predicted=21.480679, expected=20.000000 predicted=20.371345, expected=32.000000 predicted=23.650720, expected=32.000000 predicted=25.798636, expected=40.000000 predicted=28.549366, expected=20.000000 predicted=23.519485, expected=48.000000 predicted=34.008492, expected=36.000000 predicted=34.353674, expected=20.000000 predicted=29.451199, expected=20.000000 predicted=32.755547, expected=16.000000 predicted=22.769423, expected=12.000000 predicted=23.995783, expected=36.000000 predicted=26.757700, expected=24.000000 predicted=20.568307, expected=24.000000 predicted=22.466284, expected=24.000000 predicted=24.208427, expected=28.000000 predicted=22.729481, expected=36.000000 predicted=30.535094, expected=36.000000 predicted=29.281340, expected=60.000000 predicted=38.369227, expected=36.000000 predicted=35.499024, expected=8.000000 predicted=30.070107, expected=36.000000 predicted=38.061472, expected=24.000000 predicted=28.576914, expected=40.000000 predicted=35.975052, expected=64.000000 predicted=41.657689, expected=48.000000 predicted=34.098647, expected=32.000000 predicted=41.048633, expected=24.000000 predicted=36.778191, expected=36.000000 predicted=38.311707, expected=32.000000 predicted=39.004264, expected=20.000000 predicted=31.307617, expected=44.000000 predicted=34.875363, expected=44.000000 predicted=32.939998, expected=24.000000 predicted=31.441041, expected=40.000000 predicted=37.507976, expected=16.000000 predicted=26.669931, expected=16.000000 predicted=28.780369, expected=28.000000 predicted=30.700657, expected=40.000000 predicted=26.662342, expected=48.000000 predicted=35.171839, expected=24.000000 predicted=27.524037, expected=16.000000 predicted=26.842389, expected=32.000000 predicted=31.543982, expected=4.000000 predicted=22.077409, expected=12.000000 predicted=23.973679, expected=36.000000 predicted=24.264488, expected=24.000000 predicted=17.766711, expected=36.000000 predicted=28.510695, expected=44.000000 predicted=28.140095, expected=28.000000 predicted=26.613656, expected=52.000000 predicted=40.901487, expected=36.000000 predicted=34.913876, expected=16.000000 predicted=31.673988, expected=8.000000 predicted=30.349461, expected=44.000000 predicted=30.991223, expected=20.000000 predicted=27.487575, expected=36.000000 predicted=30.107537, expected=32.000000 predicted=28.121708, expected=32.000000 predicted=25.166003, expected=24.000000 predicted=32.882404, expected=32.000000 predicted=28.515540, expected=12.000000 predicted=25.764897, expected=8.000000 predicted=21.537721, expected=32.000000 predicted=26.127334, expected=20.000000 predicted=18.935795, expected=48.000000 predicted=30.580056, expected=48.000000 predicted=30.885355, expected=40.000000 predicted=30.792553, expected=28.000000 predicted=36.801051, expected=12.000000 predicted=27.443563, expected=24.000000 predicted=32.687435, expected=44.000000 predicted=34.869363, expected=36.000000 predicted=31.285739, expected=28.000000 predicted=30.189662, expected=36.000000 predicted=30.596355, expected=24.000000 predicted=28.514385, expected=28.000000 predicted=32.976158, expected=32.000000 predicted=31.852202, expected=24.000000 predicted=26.722833, expected=12.000000 predicted=25.295185, expected=32.000000 predicted=26.732293, expected=40.000000 predicted=28.719674, expected=20.000000 predicted=25.411158, expected=36.000000 predicted=30.872526, expected=16.000000 predicted=22.313174, expected=32.000000 predicted=29.216255, expected=36.000000 predicted=32.798612, expected=48.000000 predicted=31.527259, expected=32.000000 predicted=34.690869, expected=8.000000 predicted=24.392331, expected=40.000000 predicted=35.055627, expected=28.000000 predicted=29.132031, expected=48.000000 predicted=37.143345, expected=36.000000 predicted=34.679068, expected=32.000000 predicted=28.854098, expected=36.000000 predicted=38.419055, expected=44.000000 predicted=36.244269, expected=36.000000 predicted=38.929231, expected=36.000000 predicted=37.179164, expected=28.000000 predicted=34.151447, expected=44.000000 predicted=37.867067, expected=32.000000 predicted=36.226080, expected=68.000000 predicted=44.803344, expected=12.000000 predicted=32.936861, expected=44.000000 predicted=38.524083, expected=32.000000 predicted=39.558450, expected=20.000000 predicted=28.247572, expected=24.000000 predicted=38.485819, expected=32.000000 predicted=24.940933, expected=24.000000 predicted=29.127747, expected=28.000000 predicted=28.156490, expected=28.000000 predicted=26.026268, expected=36.000000 predicted=28.759316, expected=40.000000 predicted=33.063270, expected=28.000000 predicted=29.591010, expected=44.000000 predicted=35.927929, expected=36.000000 predicted=34.405117, expected=24.000000 predicted=32.601718, expected=16.000000 predicted=31.120785, expected=32.000000 predicted=29.247757, expected=12.000000 predicted=25.241717, expected=16.000000 predicted=23.102260, expected=44.000000 predicted=28.069995, expected=40.000000 predicted=25.587908, expected=8.000000 predicted=24.356436, expected=24.000000 predicted=25.441497, expected=36.000000 predicted=26.443365, expected=20.000000 predicted=26.420981, expected=60.000000 predicted=39.109005, expected=28.000000 predicted=26.475875, expected=40.000000 predicted=34.507889, expected=16.000000 predicted=33.283544, expected=36.000000 predicted=30.073768, expected=36.000000 predicted=38.978946, expected=40.000000 predicted=31.775301, expected=32.000000 predicted=35.561747, expected=44.000000 predicted=33.703377, expected=40.000000 predicted=38.082176, expected=20.000000 predicted=32.635970, expected=12.000000 predicted=30.418094, expected=36.000000 predicted=30.970499, expected=8.000000 predicted=23.394313, expected=32.000000 predicted=27.980086, expected=52.000000 predicted=30.921278, expected=36.000000 predicted=26.274951, expected=32.000000 predicted=35.857108, expected=36.000000 predicted=31.548734, expected=60.000000 predicted=41.758293, expected=48.000000 predicted=45.055189, expected=44.000000 predicted=43.331775, expected=20.000000 predicted=37.624338, expected=40.000000 predicted=39.741004, expected=24.000000 predicted=38.037713, expected=28.000000 predicted=33.308371, expected=36.000000 predicted=35.334883, expected=28.000000 predicted=26.629728, expected=24.000000 predicted=30.858248, expected=8.000000 predicted=22.353092, expected=28.000000 predicted=25.468816, expected=52.000000 predicted=32.795784, expected=20.000000 predicted=24.479687, expected=16.000000 predicted=25.992668, expected=48.000000 predicted=30.763627, expected=36.000000 predicted=29.677891, expected=16.000000 predicted=31.917364, expected=24.000000 predicted=28.384204, expected=32.000000 predicted=26.042170, expected=16.000000 predicted=27.061192, expected=32.000000 predicted=29.351918, expected=20.000000 predicted=21.925967, expected=36.000000 predicted=27.066274, expected=12.000000 predicted=24.291295, expected=28.000000 predicted=23.460825, expected=32.000000 predicted=28.652721, expected=16.000000 predicted=20.441258, expected=28.000000 predicted=28.764599, expected=32.000000 predicted=24.112438, expected=28.000000 predicted=26.319029, expected=44.000000 predicted=33.709769, expected=16.000000 predicted=24.224609, expected=36.000000 predicted=31.768168, expected=28.000000 predicted=30.725248, expected=16.000000 predicted=24.336630, expected=48.000000 predicted=37.018734, expected=56.000000 predicted=33.367322, expected=24.000000 predicted=32.822945, expected=16.000000 predicted=32.174440, expected=44.000000 predicted=33.637947, expected=16.000000 predicted=29.160985, expected=40.000000 predicted=37.102658, expected=28.000000 predicted=28.777033, expected=24.000000 predicted=24.463775, expected=24.000000 predicted=32.006707, expected=28.000000 predicted=24.510937, expected=56.000000 predicted=37.152048, expected=20.000000 predicted=27.804565, expected=28.000000 predicted=30.825734, expected=48.000000 predicted=36.310595, expected=40.000000 predicted=32.954783, expected=48.000000 predicted=44.314829, expected=28.000000 predicted=33.933124, expected=16.000000 predicted=31.122928, expected=20.000000 predicted=33.306739, expected=28.000000 predicted=28.736731, expected=44.000000 predicted=33.538090, expected=44.000000 predicted=32.113941, expected=20.000000 predicted=26.948268, expected=32.000000 predicted=32.013782, expected=44.000000 predicted=35.057137, expected=16.000000 predicted=29.938879, expected=28.000000 predicted=33.618295, expected=28.000000 predicted=27.148804, expected=36.000000 predicted=29.636125, expected=24.000000 predicted=30.900864, expected=52.000000 predicted=32.747020, expected=40.000000 predicted=34.528958, expected=24.000000 predicted=31.797828, expected=28.000000 predicted=35.694082, expected=52.000000 predicted=36.149678, expected=44.000000 predicted=40.153787, expected=28.000000 predicted=36.303921, expected=28.000000 predicted=34.217241, expected=32.000000 predicted=33.035881, expected=24.000000 predicted=33.511806, expected=48.000000 predicted=37.535056, expected=16.000000 predicted=26.766111, expected=64.000000 predicted=39.301975, expected=24.000000 predicted=33.226543, expected=44.000000 predicted=35.470770, expected=20.000000 predicted=37.959933, expected=20.000000 predicted=25.595496, expected=32.000000 predicted=38.019642, expected=36.000000 predicted=27.529559, expected=32.000000 predicted=32.459682, expected=32.000000 predicted=29.368805, expected=20.000000 predicted=26.747395, expected=40.000000 predicted=33.024371, expected=48.000000 predicted=36.097979, expected=24.000000 predicted=30.676670, expected=60.000000 predicted=42.198995, expected=16.000000 predicted=30.146317, expected=4.000000 predicted=28.686227, expected=40.000000 predicted=36.841851, expected=28.000000 predicted=23.661027, expected=28.000000 predicted=32.559330, expected=24.000000 predicted=25.143034, expected=24.000000 predicted=21.560690, expected=36.000000 predicted=31.743273, expected=28.000000 predicted=27.459525, expected=36.000000 predicted=30.532367, expected=24.000000 predicted=28.135814, expected=32.000000 predicted=29.458123, expected=48.000000 predicted=36.291199, expected=36.000000 predicted=32.644628, expected=40.000000 predicted=37.764840, expected=20.000000 predicted=31.461635, expected=36.000000 predicted=34.667158, expected=24.000000 predicted=33.629438, expected=20.000000 predicted=27.803175, expected=36.000000 predicted=32.287371, expected=56.000000 predicted=32.757313, expected=28.000000 predicted=32.564330, expected=16.000000 predicted=29.691478, expected=40.000000 predicted=33.567108, expected=28.000000 predicted=30.500351, expected=24.000000 predicted=33.220439, expected=24.000000 predicted=28.091969, expected=36.000000 predicted=26.861562, expected=40.000000 predicted=33.323252, expected=16.000000 predicted=26.538544, expected=16.000000 predicted=25.969967, expected=36.000000 predicted=28.501490, expected=8.000000 predicted=21.743477, expected=36.000000 predicted=29.227584, expected=32.000000 predicted=24.552114, expected=60.000000 predicted=32.176596, expected=24.000000 predicted=33.425179, expected=28.000000 predicted=29.582130, expected=16.000000 predicted=32.162563, expected=56.000000 predicted=35.721786, expected=28.000000 predicted=36.210346, expected=24.000000 predicted=28.442495, expected=32.000000 predicted=33.317716, expected=24.000000 predicted=25.406696, expected=36.000000 predicted=35.891428, expected=24.000000 predicted=27.710161, expected=16.000000 predicted=24.346381, expected=32.000000 predicted=29.244843, expected=20.000000 predicted=23.114460, expected=56.000000 predicted=34.302932, expected=24.000000 predicted=27.951478, expected=24.000000 predicted=27.225098, expected=48.000000 predicted=37.683006, expected=28.000000 predicted=28.597400, expected=32.000000 predicted=37.676150, expected=32.000000 predicted=32.073838, expected=40.000000 predicted=32.442879, expected=44.000000 predicted=39.262946, expected=44.000000 predicted=36.879497, expected=32.000000 predicted=36.870258, expected=16.000000 predicted=32.647762, expected=52.000000 predicted=40.059261, expected=24.000000 predicted=32.863104, expected=28.000000 predicted=33.173938, expected=24.000000 predicted=30.990663, expected=24.000000 predicted=24.554996, expected=28.000000 predicted=31.917157, expected=28.000000 predicted=25.684387, expected=36.000000 predicted=29.035107, expected=44.000000 predicted=31.840534, expected=28.000000 predicted=30.269249, expected=28.000000 predicted=32.209835, expected=28.000000 predicted=31.459007, expected=44.000000 predicted=34.775643, expected=20.000000 predicted=31.286213, expected=32.000000 predicted=30.825818, expected=44.000000 predicted=34.129209, expected=32.000000 predicted=30.928121, expected=28.000000 predicted=34.974357, expected=24.000000 predicted=29.151871, expected=24.000000 predicted=29.118369, expected=40.000000 predicted=33.661800, expected=32.000000 predicted=29.790466, expected=36.000000 predicted=31.518454, expected=40.000000 predicted=33.738228, expected=48.000000 predicted=36.371138, expected=24.000000 predicted=35.642819, expected=24.000000 predicted=33.552479, expected=20.000000 predicted=31.055414, expected=32.000000 predicted=30.515767, expected=32.000000 predicted=31.510988, expected=36.000000 predicted=28.535585, expected=20.000000 predicted=26.921927, expected=20.000000 predicted=25.644047, expected=12.000000 Test MSE: 175.197
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717])] predicted=36.386426, expected=40.000000 predicted=35.524433, expected=16.000000 predicted=23.127703, expected=64.000000 predicted=36.774031, expected=16.000000 predicted=19.441134, expected=20.000000 predicted=19.965998, expected=36.000000 predicted=39.352319, expected=52.000000 predicted=28.739944, expected=8.000000 predicted=34.138635, expected=8.000000 predicted=20.493999, expected=48.000000 predicted=33.018104, expected=52.000000 predicted=33.511400, expected=48.000000 predicted=44.083681, expected=24.000000 predicted=26.441962, expected=12.000000 predicted=20.823269, expected=20.000000 predicted=34.009721, expected=40.000000 predicted=37.604421, expected=68.000000 predicted=46.418997, expected=72.000000 predicted=43.893819, expected=16.000000 predicted=25.570174, expected=8.000000 predicted=29.181445, expected=4.000000 predicted=27.781442, expected=16.000000 predicted=32.245714, expected=8.000000 predicted=30.280781, expected=96.000000 predicted=43.459950, expected=32.000000 predicted=19.463975, expected=28.000000 predicted=24.639694, expected=12.000000 predicted=29.489337, expected=20.000000 predicted=16.337795, expected=16.000000 predicted=46.270494, expected=56.000000 predicted=35.935748, expected=80.000000 predicted=45.251069, expected=76.000000 predicted=42.392210, expected=44.000000 predicted=42.604257, expected=20.000000 predicted=33.828905, expected=32.000000 predicted=47.639065, expected=20.000000 predicted=44.451353, expected=20.000000 predicted=41.231570, expected=60.000000 predicted=45.493142, expected=60.000000 predicted=35.166525, expected=28.000000 predicted=32.724740, expected=24.000000 predicted=32.435931, expected=20.000000 predicted=25.964113, expected=28.000000 predicted=38.273751, expected=28.000000 predicted=38.178884, expected=48.000000 predicted=34.274586, expected=36.000000 predicted=29.990733, expected=32.000000 predicted=28.953215, expected=28.000000 predicted=32.019565, expected=36.000000 predicted=32.059860, expected=12.000000 predicted=29.875929, expected=60.000000 predicted=43.354902, expected=56.000000 predicted=39.740002, expected=48.000000 predicted=36.919178, expected=28.000000 predicted=39.925419, expected=36.000000 predicted=30.725610, expected=56.000000 predicted=52.667728, expected=8.000000 predicted=31.679586, expected=48.000000 predicted=46.930918, expected=32.000000 predicted=31.553572, expected=64.000000 predicted=42.697951, expected=20.000000 predicted=40.261408, expected=20.000000 predicted=21.695023, expected=16.000000 predicted=35.336550, expected=32.000000 predicted=27.478092, expected=32.000000 predicted=40.313785, expected=28.000000 predicted=23.854161, expected=72.000000 predicted=42.701783, expected=32.000000 predicted=26.436558, expected=28.000000 predicted=34.485225, expected=16.000000 predicted=32.332876, expected=28.000000 predicted=27.148620, expected=20.000000 predicted=39.646442, expected=56.000000 predicted=37.696989, expected=40.000000 predicted=32.374143, expected=48.000000 predicted=33.100969, expected=28.000000 predicted=34.357743, expected=36.000000 predicted=31.324023, expected=28.000000 predicted=41.247353, expected=16.000000 predicted=28.267063, expected=12.000000 predicted=30.345834, expected=76.000000 predicted=43.729770, expected=12.000000 predicted=22.400725, expected=32.000000 predicted=32.298223, expected=20.000000 predicted=26.921767, expected=28.000000 predicted=18.357251, expected=28.000000 predicted=45.826669, expected=40.000000 predicted=25.049023, expected=64.000000 predicted=43.122005, expected=52.000000 predicted=36.053967, expected=68.000000 predicted=49.229624, expected=52.000000 predicted=45.842842, expected=24.000000 predicted=38.799498, expected=8.000000 predicted=41.982134, expected=28.000000 predicted=38.430576, expected=32.000000 predicted=40.575178, expected=36.000000 predicted=36.813035, expected=28.000000 predicted=27.678159, expected=32.000000 predicted=23.594722, expected=28.000000 predicted=29.170006, expected=52.000000 predicted=38.509602, expected=96.000000 predicted=57.385741, expected=72.000000 predicted=48.616122, expected=48.000000 predicted=49.306320, expected=40.000000 predicted=47.710875, expected=40.000000 predicted=48.667606, expected=32.000000 predicted=57.871541, expected=36.000000 predicted=49.755318, expected=52.000000 predicted=46.408373, expected=64.000000 predicted=47.594666, expected=20.000000 predicted=34.039802, expected=36.000000 predicted=39.727845, expected=32.000000 predicted=36.553738, expected=28.000000 predicted=35.425563, expected=12.000000 predicted=37.072370, expected=64.000000 predicted=38.417595, expected=64.000000 predicted=43.336534, expected=52.000000 predicted=40.811992, expected=88.000000 predicted=61.256603, expected=64.000000 predicted=44.239868, expected=16.000000 predicted=46.889236, expected=48.000000 predicted=60.974032, expected=88.000000 predicted=62.002709, expected=104.000000 predicted=79.339854, expected=44.000000 predicted=59.036281, expected=24.000000 predicted=39.695305, expected=32.000000 predicted=48.775108, expected=28.000000 predicted=49.863070, expected=60.000000 predicted=67.399912, expected=32.000000 predicted=36.667163, expected=92.000000 predicted=54.081446, expected=24.000000 predicted=34.981609, expected=32.000000 predicted=36.003959, expected=36.000000 predicted=52.375483, expected=12.000000 predicted=21.689225, expected=28.000000 predicted=52.522876, expected=44.000000 predicted=31.824795, expected=100.000000 predicted=54.175844, expected=32.000000 predicted=36.317602, expected=12.000000 predicted=26.601806, expected=20.000000 predicted=35.923503, expected=16.000000 predicted=26.182114, expected=24.000000 predicted=48.953081, expected=56.000000 predicted=37.671062, expected=88.000000 predicted=43.319713, expected=76.000000 predicted=47.404878, expected=20.000000 predicted=32.419533, expected=4.000000 predicted=30.787049, expected=52.000000 predicted=51.974756, expected=52.000000 predicted=54.504803, expected=72.000000 predicted=61.791122, expected=76.000000 predicted=50.952012, expected=32.000000 predicted=29.289278, expected=24.000000 predicted=46.619781, expected=28.000000 predicted=43.436581, expected=20.000000 predicted=40.139506, expected=20.000000 predicted=41.694014, expected=36.000000 predicted=31.555315, expected=108.000000 predicted=55.230797, expected=20.000000 predicted=26.312523, expected=16.000000 predicted=30.239468, expected=40.000000 predicted=40.536968, expected=20.000000 predicted=23.570206, expected=36.000000 predicted=60.072237, expected=20.000000 predicted=23.349790, expected=60.000000 predicted=34.885507, expected=16.000000 predicted=29.038271, expected=32.000000 predicted=28.276867, expected=48.000000 predicted=42.260636, expected=12.000000 predicted=17.381462, expected=16.000000 predicted=37.776663, expected=28.000000 predicted=24.493937, expected=44.000000 predicted=31.292691, expected=20.000000 predicted=31.044912, expected=52.000000 predicted=32.967096, expected=16.000000 predicted=21.156688, expected=8.000000 predicted=21.197145, expected=48.000000 predicted=43.323428, expected=36.000000 predicted=23.973750, expected=32.000000 predicted=37.794006, expected=40.000000 predicted=32.429433, expected=48.000000 predicted=29.675725, expected=52.000000 predicted=46.451430, expected=28.000000 predicted=35.311828, expected=28.000000 predicted=34.820014, expected=48.000000 predicted=43.062224, expected=108.000000 predicted=65.326738, expected=24.000000 predicted=39.085652, expected=60.000000 predicted=51.594996, expected=36.000000 predicted=43.211413, expected=20.000000 predicted=33.871585, expected=28.000000 predicted=62.729670, expected=104.000000 predicted=54.370693, expected=40.000000 predicted=44.569485, expected=40.000000 predicted=44.092537, expected=56.000000 predicted=48.586692, expected=16.000000 predicted=25.651448, expected=12.000000 predicted=54.619130, expected=40.000000 predicted=39.073489, expected=56.000000 predicted=38.844928, expected=84.000000 predicted=58.984035, expected=24.000000 predicted=28.457754, expected=16.000000 predicted=27.596048, expected=44.000000 predicted=45.535773, expected=12.000000 predicted=29.712227, expected=12.000000 predicted=42.388700, expected=36.000000 predicted=29.919824, expected=92.000000 predicted=43.008578, expected=56.000000 predicted=44.416919, expected=52.000000 predicted=40.215835, expected=68.000000 predicted=50.150358, expected=20.000000 predicted=34.231429, expected=16.000000 predicted=54.362911, expected=52.000000 predicted=51.528990, expected=72.000000 predicted=50.352316, expected=52.000000 predicted=53.684493, expected=44.000000 predicted=40.233963, expected=16.000000 predicted=28.016170, expected=12.000000 predicted=34.969625, expected=32.000000 predicted=45.975220, expected=68.000000 predicted=48.084945, expected=40.000000 predicted=37.448074, expected=16.000000 predicted=24.537001, expected=36.000000 predicted=32.033232, expected=16.000000 predicted=24.660290, expected=20.000000 predicted=38.427910, expected=28.000000 predicted=32.371255, expected=52.000000 predicted=29.638276, expected=64.000000 predicted=43.972571, expected=44.000000 predicted=32.979827, expected=28.000000 predicted=32.796640, expected=16.000000 predicted=30.009130, expected=36.000000 predicted=41.279233, expected=20.000000 predicted=36.757907, expected=32.000000 predicted=34.331082, expected=12.000000 predicted=22.563138, expected=20.000000 predicted=19.249504, expected=36.000000 predicted=32.778659, expected=56.000000 predicted=32.329717, expected=72.000000 predicted=46.626443, expected=24.000000 predicted=25.702708, expected=40.000000 predicted=38.262017, expected=40.000000 predicted=41.184575, expected=12.000000 predicted=32.287123, expected=44.000000 predicted=53.136863, expected=84.000000 predicted=47.609262, expected=108.000000 predicted=62.963749, expected=52.000000 predicted=51.648085, expected=16.000000 predicted=34.384071, expected=20.000000 predicted=43.995386, expected=40.000000 predicted=53.952569, expected=20.000000 predicted=51.560364, expected=68.000000 predicted=52.422328, expected=104.000000 predicted=54.332381, expected=24.000000 predicted=27.288163, expected=24.000000 predicted=45.243021, expected=40.000000 predicted=39.255440, expected=12.000000 predicted=34.217845, expected=32.000000 predicted=58.718426, expected=40.000000 predicted=31.153267, expected=84.000000 predicted=45.943378, expected=36.000000 predicted=38.563944, expected=20.000000 predicted=26.746638, expected=32.000000 predicted=39.646804, expected=4.000000 predicted=22.296109, expected=16.000000 predicted=43.086372, expected=60.000000 predicted=41.191615, expected=84.000000 predicted=42.078115, expected=68.000000 predicted=47.967302, expected=32.000000 predicted=31.833879, expected=40.000000 predicted=39.750175, expected=56.000000 predicted=55.828456, expected=52.000000 predicted=59.501362, expected=44.000000 predicted=54.073150, expected=32.000000 predicted=37.561700, expected=52.000000 predicted=46.346312, expected=40.000000 predicted=45.529821, expected=48.000000 predicted=47.609477, expected=12.000000 predicted=32.676156, expected=8.000000 predicted=24.866358, expected=40.000000 predicted=42.208567, expected=44.000000 predicted=33.806254, expected=12.000000 predicted=28.128502, expected=20.000000 predicted=22.666529, expected=36.000000 predicted=23.829995, expected=24.000000 predicted=27.359109, expected=32.000000 predicted=35.472203, expected=52.000000 predicted=32.229384, expected=44.000000 predicted=31.077333, expected=28.000000 predicted=34.395208, expected=24.000000 predicted=30.075146, expected=12.000000 predicted=24.968543, expected=40.000000 predicted=40.579648, expected=8.000000 predicted=23.947370, expected=80.000000 predicted=46.751088, expected=56.000000 predicted=37.873481, expected=48.000000 predicted=32.434115, expected=64.000000 predicted=57.623109, expected=48.000000 predicted=33.808274, expected=24.000000 predicted=52.224710, expected=12.000000 predicted=38.999441, expected=44.000000 predicted=42.999846, expected=60.000000 predicted=51.154888, expected=12.000000 predicted=29.072627, expected=16.000000 predicted=27.838515, expected=24.000000 predicted=22.890856, expected=8.000000 predicted=21.707210, expected=12.000000 predicted=31.508247, expected=24.000000 predicted=17.762292, expected=28.000000 predicted=18.874623, expected=16.000000 predicted=19.488028, expected=16.000000 predicted=15.531512, expected=4.000000 predicted=11.339588, expected=36.000000 predicted=26.200725, expected=8.000000 predicted=16.176731, expected=8.000000 predicted=13.162411, expected=40.000000 predicted=27.381955, expected=8.000000 predicted=6.205465, expected=8.000000 predicted=21.791477, expected=20.000000 predicted=17.150463, expected=12.000000 predicted=8.901816, expected=40.000000 predicted=33.416367, expected=48.000000 predicted=25.919458, expected=12.000000 predicted=13.835353, expected=24.000000 predicted=27.528688, expected=20.000000 predicted=19.743540, expected=28.000000 predicted=29.131182, expected=52.000000 predicted=43.415372, expected=32.000000 predicted=22.827417, expected=48.000000 predicted=37.065789, expected=24.000000 predicted=27.607610, expected=28.000000 predicted=30.254339, expected=32.000000 predicted=40.651736, expected=24.000000 predicted=27.006643, expected=4.000000 predicted=26.512360, expected=48.000000 predicted=33.957508, expected=24.000000 predicted=23.361369, expected=12.000000 predicted=22.110783, expected=20.000000 predicted=26.027219, expected=8.000000 predicted=8.580539, expected=20.000000 predicted=28.843979, expected=16.000000 predicted=18.644892, expected=8.000000 predicted=10.610999, expected=180.000000 predicted=80.728094, expected=132.000000 predicted=59.245577, expected=208.000000 predicted=113.579885, expected=100.000000 predicted=90.091778, expected=88.000000 predicted=75.535213, expected=68.000000 predicted=129.592654, expected=72.000000 predicted=95.623679, expected=36.000000 predicted=106.573292, expected=16.000000 predicted=56.116719, expected=32.000000 predicted=55.066646, expected=32.000000 predicted=42.004302, expected=44.000000 predicted=48.290798, expected=36.000000 predicted=35.896468, expected=68.000000 predicted=42.835137, expected=100.000000 predicted=63.763536, expected=28.000000 predicted=37.103285, expected=20.000000 predicted=42.545093, expected=68.000000 predicted=55.316894, expected=44.000000 predicted=46.956369, expected=48.000000 predicted=64.443447, expected=72.000000 predicted=54.088257, expected=44.000000 predicted=36.760781, expected=36.000000 predicted=52.326578, expected=36.000000 predicted=43.899167, expected=48.000000 predicted=45.100828, expected=40.000000 predicted=50.101837, expected=36.000000 predicted=40.111926, expected=52.000000 predicted=44.581521, expected=32.000000 predicted=35.166831, expected=20.000000 predicted=34.850588, expected=52.000000 predicted=44.961255, expected=4.000000 predicted=20.780350, expected=32.000000 predicted=38.157967, expected=12.000000 predicted=23.673235, expected=44.000000 predicted=27.780167, expected=48.000000 predicted=44.419074, expected=20.000000 predicted=16.943213, expected=16.000000 predicted=28.598995, expected=16.000000 predicted=18.474418, expected=16.000000 predicted=25.118722, expected=32.000000 predicted=33.196956, expected=32.000000 predicted=24.528667, expected=28.000000 predicted=23.226952, expected=48.000000 predicted=33.361085, expected=52.000000 predicted=35.071575, expected=4.000000 predicted=22.462950, expected=12.000000 predicted=26.842454, expected=4.000000 predicted=17.456398, expected=8.000000 predicted=20.077395, expected=40.000000 predicted=36.134701, expected=8.000000 predicted=7.318273, expected=8.000000 predicted=12.733858, expected=28.000000 predicted=18.858553, expected=8.000000 predicted=8.043518, expected=28.000000 predicted=29.012138, expected=24.000000 predicted=17.870732, expected=52.000000 predicted=28.370747, expected=24.000000 predicted=27.370414, expected=8.000000 predicted=14.884821, expected=12.000000 predicted=23.229784, expected=28.000000 predicted=22.772256, expected=20.000000 predicted=28.552744, expected=20.000000 predicted=21.355003, expected=24.000000 predicted=18.740243, expected=32.000000 predicted=22.180229, expected=16.000000 predicted=21.911128, expected=16.000000 predicted=19.902465, expected=20.000000 predicted=20.783156, expected=4.000000 predicted=13.496441, expected=16.000000 predicted=21.197313, expected=40.000000 predicted=25.017846, expected=12.000000 predicted=13.682758, expected=4.000000 predicted=14.990590, expected=44.000000 predicted=25.509901, expected=4.000000 Test MSE: 622.402
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014])] predicted=19.610282, expected=20.000000 predicted=14.398314, expected=12.000000 predicted=15.690067, expected=8.000000 predicted=17.225213, expected=28.000000 predicted=20.698874, expected=20.000000 predicted=21.909747, expected=4.000000 predicted=15.089584, expected=20.000000 predicted=16.119576, expected=8.000000 predicted=14.375828, expected=12.000000 predicted=15.871914, expected=16.000000 predicted=14.035122, expected=16.000000 predicted=11.424281, expected=4.000000 predicted=13.060214, expected=16.000000 predicted=12.061305, expected=12.000000 predicted=12.563126, expected=4.000000 predicted=11.252070, expected=4.000000 predicted=10.420428, expected=4.000000 predicted=7.451221, expected=12.000000 predicted=8.906724, expected=8.000000 predicted=7.068117, expected=4.000000 predicted=5.503024, expected=28.000000 predicted=9.361650, expected=16.000000 predicted=10.232306, expected=4.000000 predicted=11.388030, expected=8.000000 predicted=12.360842, expected=8.000000 predicted=11.204519, expected=8.000000 predicted=12.816709, expected=4.000000 predicted=8.476019, expected=4.000000 predicted=5.945926, expected=8.000000 predicted=6.762300, expected=8.000000 predicted=6.338748, expected=4.000000 predicted=5.794868, expected=4.000000 predicted=5.315566, expected=24.000000 predicted=8.028852, expected=20.000000 predicted=9.747306, expected=8.000000 predicted=10.178983, expected=4.000000 predicted=11.127545, expected=16.000000 predicted=12.762949, expected=8.000000 predicted=13.568975, expected=8.000000 predicted=10.929268, expected=4.000000 predicted=8.416795, expected=8.000000 predicted=7.763794, expected=8.000000 predicted=8.997026, expected=4.000000 predicted=6.408594, expected=4.000000 predicted=6.224375, expected=4.000000 predicted=5.325333, expected=4.000000 predicted=5.339056, expected=8.000000 predicted=5.266934, expected=8.000000 predicted=4.810378, expected=48.000000 predicted=11.073658, expected=12.000000 predicted=11.317569, expected=12.000000 predicted=14.259849, expected=8.000000 predicted=17.677369, expected=4.000000 predicted=15.059060, expected=8.000000 predicted=17.871533, expected=24.000000 predicted=11.044481, expected=8.000000 predicted=9.684124, expected=24.000000 predicted=11.984084, expected=8.000000 predicted=12.161372, expected=8.000000 predicted=12.788738, expected=8.000000 predicted=14.909884, expected=8.000000 predicted=10.311945, expected=8.000000 predicted=11.497557, expected=20.000000 predicted=9.555228, expected=4.000000 predicted=8.651028, expected=12.000000 predicted=9.802584, expected=4.000000 predicted=9.665045, expected=28.000000 predicted=11.769742, expected=4.000000 predicted=12.041565, expected=4.000000 predicted=8.722043, expected=12.000000 predicted=11.923028, expected=4.000000 predicted=8.460976, expected=8.000000 predicted=11.113607, expected=28.000000 predicted=9.293482, expected=8.000000 predicted=8.961562, expected=8.000000 predicted=11.271832, expected=4.000000 predicted=10.599330, expected=4.000000 predicted=9.915099, expected=16.000000 predicted=12.561761, expected=20.000000 predicted=8.965617, expected=12.000000 predicted=9.526219, expected=8.000000 predicted=10.245391, expected=28.000000 predicted=14.062531, expected=12.000000 predicted=15.234193, expected=4.000000 predicted=14.284146, expected=20.000000 predicted=14.845188, expected=4.000000 predicted=11.938829, expected=24.000000 predicted=15.907014, expected=12.000000 predicted=12.425529, expected=4.000000 predicted=10.396580, expected=24.000000 predicted=15.629755, expected=48.000000 predicted=16.857207, expected=8.000000 predicted=18.288827, expected=4.000000 predicted=17.421032, expected=24.000000 predicted=19.755735, expected=12.000000 predicted=19.348492, expected=8.000000 predicted=19.516980, expected=24.000000 predicted=13.513380, expected=8.000000 predicted=11.785336, expected=36.000000 predicted=18.596711, expected=12.000000 predicted=15.741095, expected=28.000000 predicted=17.887285, expected=4.000000 predicted=20.065221, expected=8.000000 predicted=15.752775, expected=4.000000 predicted=18.214460, expected=12.000000 predicted=11.027911, expected=20.000000 predicted=13.372758, expected=12.000000 predicted=8.579893, expected=24.000000 predicted=12.610962, expected=28.000000 predicted=15.263797, expected=24.000000 predicted=18.486012, expected=20.000000 predicted=21.306122, expected=12.000000 predicted=19.888546, expected=16.000000 predicted=21.410701, expected=12.000000 predicted=19.506085, expected=12.000000 predicted=16.462245, expected=8.000000 predicted=13.987372, expected=40.000000 predicted=15.887490, expected=20.000000 predicted=16.523457, expected=16.000000 predicted=16.968635, expected=8.000000 predicted=18.389062, expected=16.000000 predicted=17.533329, expected=8.000000 predicted=19.695849, expected=4.000000 predicted=12.462131, expected=4.000000 predicted=10.333239, expected=28.000000 predicted=10.769891, expected=8.000000 predicted=10.536615, expected=8.000000 predicted=9.589408, expected=4.000000 predicted=10.086910, expected=8.000000 predicted=9.378271, expected=16.000000 predicted=12.949731, expected=4.000000 predicted=7.365203, expected=4.000000 predicted=7.502326, expected=48.000000 predicted=13.169463, expected=12.000000 predicted=12.646215, expected=8.000000 predicted=15.214673, expected=4.000000 predicted=15.114181, expected=4.000000 predicted=12.708718, expected=12.000000 predicted=17.114904, expected=4.000000 predicted=7.152413, expected=20.000000 predicted=8.292953, expected=4.000000 predicted=7.412380, expected=20.000000 predicted=9.828893, expected=4.000000 predicted=10.971662, expected=24.000000 predicted=11.495199, expected=8.000000 predicted=13.876795, expected=24.000000 predicted=12.536215, expected=4.000000 predicted=14.916488, expected=8.000000 predicted=11.287405, expected=8.000000 predicted=14.351479, expected=36.000000 predicted=13.109782, expected=8.000000 predicted=14.370903, expected=4.000000 predicted=10.700944, expected=4.000000 predicted=13.069862, expected=4.000000 predicted=10.302583, expected=12.000000 predicted=12.889671, expected=20.000000 predicted=7.920614, expected=8.000000 predicted=7.504826, expected=12.000000 predicted=9.594352, expected=24.000000 predicted=12.827491, expected=4.000000 predicted=12.504280, expected=8.000000 predicted=13.509821, expected=8.000000 predicted=11.330914, expected=36.000000 predicted=14.037303, expected=4.000000 predicted=13.795364, expected=4.000000 predicted=10.205422, expected=8.000000 predicted=13.085315, expected=36.000000 predicted=14.138353, expected=40.000000 predicted=20.361959, expected=8.000000 predicted=14.051047, expected=32.000000 predicted=21.495791, expected=4.000000 predicted=21.695097, expected=60.000000 predicted=28.524577, expected=4.000000 predicted=26.407495, expected=40.000000 predicted=20.869486, expected=8.000000 predicted=29.246522, expected=8.000000 predicted=18.753733, expected=12.000000 predicted=26.788868, expected=12.000000 predicted=13.147222, expected=24.000000 predicted=17.658442, expected=20.000000 predicted=13.002329, expected=16.000000 predicted=14.276373, expected=4.000000 predicted=15.409389, expected=28.000000 predicted=16.988634, expected=12.000000 predicted=17.853242, expected=12.000000 predicted=14.570300, expected=8.000000 predicted=14.758145, expected=12.000000 predicted=12.211659, expected=20.000000 predicted=15.660190, expected=4.000000 predicted=11.153198, expected=8.000000 predicted=10.747906, expected=4.000000 predicted=10.346686, expected=16.000000 predicted=10.090292, expected=16.000000 predicted=11.237325, expected=20.000000 predicted=9.686761, expected=4.000000 predicted=11.417661, expected=28.000000 predicted=13.574848, expected=8.000000 predicted=16.030639, expected=52.000000 predicted=18.055308, expected=8.000000 predicted=21.153343, expected=8.000000 predicted=16.191334, expected=12.000000 predicted=23.130720, expected=28.000000 predicted=17.895624, expected=32.000000 predicted=23.207141, expected=4.000000 predicted=14.475061, expected=32.000000 predicted=18.549541, expected=8.000000 predicted=20.998440, expected=24.000000 predicted=19.982586, expected=24.000000 predicted=21.916739, expected=4.000000 predicted=15.428564, expected=4.000000 predicted=17.761680, expected=24.000000 predicted=15.052844, expected=12.000000 predicted=15.217962, expected=12.000000 predicted=12.654732, expected=24.000000 predicted=12.951486, expected=20.000000 predicted=14.880918, expected=8.000000 predicted=16.758914, expected=24.000000 predicted=16.519768, expected=12.000000 predicted=17.069637, expected=4.000000 predicted=15.637826, expected=8.000000 predicted=14.184270, expected=4.000000 predicted=10.593420, expected=4.000000 predicted=9.914134, expected=16.000000 predicted=7.733349, expected=48.000000 predicted=11.017289, expected=8.000000 predicted=13.069773, expected=4.000000 predicted=13.277895, expected=12.000000 predicted=17.842264, expected=8.000000 predicted=16.364603, expected=32.000000 predicted=18.549634, expected=32.000000 predicted=14.044281, expected=4.000000 predicted=13.783540, expected=4.000000 predicted=16.588756, expected=20.000000 predicted=17.912813, expected=12.000000 predicted=17.911911, expected=12.000000 predicted=14.100641, expected=44.000000 predicted=14.005429, expected=24.000000 predicted=17.049721, expected=20.000000 predicted=20.535262, expected=24.000000 predicted=23.341247, expected=8.000000 predicted=22.328766, expected=20.000000 predicted=24.937383, expected=8.000000 predicted=18.756868, expected=28.000000 predicted=17.071808, expected=12.000000 predicted=17.396785, expected=16.000000 predicted=14.048993, expected=44.000000 predicted=20.662685, expected=4.000000 predicted=17.942987, expected=16.000000 predicted=20.158863, expected=4.000000 predicted=18.469406, expected=4.000000 predicted=15.113451, expected=20.000000 predicted=17.019267, expected=12.000000 predicted=9.089108, expected=4.000000 predicted=9.844086, expected=20.000000 predicted=10.244077, expected=8.000000 predicted=11.119767, expected=28.000000 predicted=14.095615, expected=60.000000 predicted=19.246645, expected=12.000000 predicted=19.614532, expected=12.000000 predicted=23.296583, expected=8.000000 predicted=23.850667, expected=40.000000 predicted=26.564670, expected=28.000000 predicted=27.489909, expected=4.000000 predicted=16.151210, expected=12.000000 predicted=18.669796, expected=24.000000 predicted=20.021860, expected=32.000000 predicted=22.718651, expected=24.000000 predicted=19.378855, expected=12.000000 predicted=17.259122, expected=8.000000 predicted=19.917266, expected=12.000000 predicted=20.413097, expected=40.000000 predicted=20.972265, expected=12.000000 predicted=17.151985, expected=8.000000 predicted=14.497972, expected=48.000000 predicted=20.761957, expected=180.000000 predicted=45.082436, expected=396.000000 predicted=237.032524, expected=188.000000 predicted=144.399080, expected=56.000000 predicted=73.249847, expected=40.000000 predicted=133.900151, expected=32.000000 predicted=148.645897, expected=68.000000 predicted=159.997598, expected=40.000000 predicted=61.310077, expected=20.000000 predicted=29.677222, expected=32.000000 predicted=37.080858, expected=28.000000 predicted=35.290330, expected=12.000000 predicted=23.511373, expected=28.000000 predicted=27.819938, expected=32.000000 predicted=29.578027, expected=76.000000 predicted=53.638862, expected=36.000000 predicted=33.154024, expected=64.000000 predicted=48.261373, expected=28.000000 predicted=37.485442, expected=8.000000 predicted=24.896539, expected=48.000000 predicted=48.552360, expected=24.000000 predicted=32.404478, expected=64.000000 predicted=48.956929, expected=48.000000 predicted=41.105352, expected=24.000000 predicted=28.134248, expected=40.000000 predicted=40.325591, expected=32.000000 predicted=38.270987, expected=32.000000 predicted=36.572333, expected=60.000000 predicted=48.765052, expected=28.000000 predicted=32.114595, expected=44.000000 predicted=39.577195, expected=20.000000 predicted=29.432666, expected=20.000000 predicted=28.489774, expected=32.000000 predicted=34.327822, expected=28.000000 predicted=29.630053, expected=32.000000 predicted=29.589913, expected=24.000000 predicted=24.511308, expected=8.000000 predicted=16.581160, expected=20.000000 predicted=22.869341, expected=20.000000 predicted=22.776639, expected=24.000000 predicted=22.510095, expected=16.000000 predicted=16.539035, expected=4.000000 predicted=9.779703, expected=24.000000 predicted=21.359701, expected=72.000000 predicted=48.795410, expected=12.000000 predicted=17.212172, expected=4.000000 predicted=9.396499, expected=8.000000 predicted=17.280830, expected=4.000000 predicted=17.528910, expected=12.000000 predicted=16.117510, expected=8.000000 predicted=7.834376, expected=16.000000 predicted=11.540334, expected=12.000000 predicted=10.475471, expected=12.000000 predicted=10.788233, expected=4.000000 predicted=7.364682, expected=112.000000 predicted=66.107877, expected=24.000000 predicted=26.418976, expected=16.000000 predicted=16.513375, expected=32.000000 predicted=33.437391, expected=28.000000 predicted=37.929576, expected=20.000000 predicted=30.622469, expected=20.000000 predicted=21.394839, expected=36.000000 predicted=30.735881, expected=20.000000 predicted=23.486025, expected=20.000000 predicted=21.285211, expected=36.000000 predicted=30.286585, expected=32.000000 predicted=29.802404, expected=84.000000 predicted=56.985430, expected=12.000000 predicted=23.023044, expected=24.000000 predicted=27.245284, expected=12.000000 predicted=26.776032, expected=8.000000 Test MSE: 772.617
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191])] predicted=5.137272, expected=4.000000 predicted=5.503920, expected=8.000000 predicted=7.333129, expected=8.000000 predicted=7.873362, expected=16.000000 predicted=8.395435, expected=4.000000 predicted=6.592803, expected=16.000000 predicted=9.062087, expected=8.000000 predicted=10.194221, expected=16.000000 predicted=11.116223, expected=8.000000 predicted=10.985031, expected=8.000000 predicted=10.403652, expected=4.000000 predicted=10.613506, expected=16.000000 predicted=10.599521, expected=4.000000 predicted=9.122312, expected=8.000000 predicted=7.567350, expected=20.000000 predicted=9.938344, expected=16.000000 predicted=10.655056, expected=4.000000 predicted=10.128503, expected=4.000000 predicted=10.388112, expected=16.000000 predicted=13.074896, expected=8.000000 predicted=11.093417, expected=4.000000 predicted=7.792314, expected=4.000000 predicted=7.518275, expected=4.000000 predicted=7.850936, expected=4.000000 predicted=6.753187, expected=8.000000 predicted=5.118003, expected=4.000000 predicted=4.354006, expected=12.000000 predicted=5.561995, expected=12.000000 predicted=6.848168, expected=4.000000 predicted=6.757368, expected=4.000000 predicted=7.629434, expected=8.000000 predicted=8.407744, expected=4.000000 predicted=7.481260, expected=4.000000 predicted=5.725411, expected=4.000000 predicted=4.960614, expected=4.000000 predicted=4.904329, expected=8.000000 predicted=5.124635, expected=16.000000 predicted=6.024151, expected=4.000000 predicted=5.652441, expected=4.000000 predicted=6.550396, expected=4.000000 predicted=7.892811, expected=4.000000 predicted=7.417121, expected=8.000000 predicted=6.396973, expected=8.000000 predicted=4.904861, expected=4.000000 predicted=4.873846, expected=8.000000 predicted=6.032307, expected=20.000000 predicted=8.526840, expected=12.000000 predicted=8.710479, expected=12.000000 predicted=9.613161, expected=4.000000 predicted=10.671388, expected=8.000000 predicted=11.932165, expected=8.000000 predicted=11.261298, expected=24.000000 predicted=10.866034, expected=4.000000 predicted=8.710019, expected=12.000000 predicted=9.461397, expected=8.000000 predicted=11.901954, expected=8.000000 predicted=11.244873, expected=16.000000 predicted=11.728615, expected=4.000000 predicted=8.603775, expected=8.000000 predicted=9.236873, expected=8.000000 predicted=9.440209, expected=4.000000 predicted=8.429554, expected=12.000000 predicted=8.404632, expected=4.000000 predicted=6.737106, expected=4.000000 predicted=6.605493, expected=12.000000 predicted=7.561439, expected=8.000000 predicted=7.264455, expected=8.000000 predicted=7.196767, expected=4.000000 predicted=6.813271, expected=12.000000 predicted=8.463240, expected=12.000000 predicted=9.020331, expected=4.000000 predicted=7.424958, expected=8.000000 predicted=8.093446, expected=12.000000 predicted=9.321694, expected=8.000000 predicted=9.020853, expected=8.000000 predicted=8.156400, expected=4.000000 predicted=7.826441, expected=12.000000 predicted=9.098219, expected=12.000000 predicted=8.990516, expected=4.000000 predicted=7.421205, expected=8.000000 predicted=8.115159, expected=24.000000 predicted=10.872647, expected=8.000000 predicted=10.106575, expected=8.000000 predicted=9.848439, expected=4.000000 predicted=10.856138, expected=12.000000 predicted=12.064595, expected=4.000000 predicted=9.801001, expected=8.000000 predicted=7.135196, expected=12.000000 predicted=8.001865, expected=4.000000 predicted=7.214398, expected=8.000000 predicted=7.803126, expected=8.000000 predicted=7.826144, expected=16.000000 predicted=8.972075, expected=12.000000 predicted=8.914305, expected=4.000000 predicted=8.345552, expected=4.000000 predicted=9.651974, expected=4.000000 predicted=9.499712, expected=8.000000 predicted=8.259638, expected=12.000000 predicted=6.623723, expected=12.000000 predicted=6.317086, expected=4.000000 predicted=6.773216, expected=4.000000 predicted=7.983146, expected=8.000000 predicted=9.057589, expected=4.000000 predicted=7.535641, expected=12.000000 predicted=6.804696, expected=4.000000 predicted=5.714927, expected=4.000000 predicted=6.005623, expected=16.000000 predicted=8.104893, expected=12.000000 predicted=8.091211, expected=8.000000 predicted=8.098118, expected=8.000000 predicted=8.894538, expected=4.000000 predicted=9.786436, expected=4.000000 predicted=9.331399, expected=8.000000 predicted=7.711543, expected=12.000000 predicted=7.015949, expected=8.000000 predicted=6.409841, expected=4.000000 predicted=6.376046, expected=20.000000 predicted=9.555643, expected=12.000000 predicted=10.047130, expected=4.000000 predicted=9.132504, expected=4.000000 predicted=9.645129, expected=8.000000 predicted=10.358859, expected=8.000000 predicted=9.310369, expected=4.000000 predicted=6.110880, expected=4.000000 predicted=5.510948, expected=16.000000 predicted=7.556509, expected=4.000000 predicted=6.611244, expected=8.000000 predicted=6.796688, expected=4.000000 predicted=7.320938, expected=4.000000 predicted=7.413748, expected=8.000000 predicted=7.338160, expected=4.000000 predicted=5.298595, expected=4.000000 predicted=5.135717, expected=12.000000 predicted=6.024674, expected=8.000000 predicted=6.187584, expected=8.000000 predicted=6.601996, expected=4.000000 predicted=6.866279, expected=8.000000 predicted=7.984794, expected=8.000000 predicted=8.040858, expected=4.000000 predicted=6.463664, expected=4.000000 predicted=6.126318, expected=12.000000 predicted=6.996729, expected=8.000000 predicted=6.790832, expected=4.000000 predicted=6.062202, expected=8.000000 predicted=7.062035, expected=4.000000 predicted=7.241415, expected=4.000000 predicted=6.719601, expected=8.000000 predicted=6.107862, expected=4.000000 predicted=5.284228, expected=4.000000 predicted=5.152441, expected=8.000000 predicted=5.491701, expected=4.000000 predicted=5.281798, expected=4.000000 predicted=5.157858, expected=4.000000 predicted=4.956785, expected=12.000000 predicted=5.993717, expected=4.000000 predicted=5.291098, expected=4.000000 predicted=5.114174, expected=4.000000 predicted=5.958502, expected=8.000000 predicted=6.413715, expected=4.000000 predicted=5.553466, expected=8.000000 predicted=5.067896, expected=8.000000 predicted=5.849727, expected=4.000000 predicted=5.845793, expected=16.000000 predicted=7.727912, expected=8.000000 predicted=7.511997, expected=8.000000 predicted=8.152778, expected=4.000000 predicted=8.499077, expected=4.000000 predicted=8.413562, expected=12.000000 predicted=8.814485, expected=8.000000 predicted=6.787542, expected=4.000000 predicted=6.080366, expected=4.000000 predicted=6.523221, expected=4.000000 predicted=6.899515, expected=4.000000 predicted=6.159261, expected=8.000000 predicted=5.112154, expected=8.000000 predicted=4.852854, expected=8.000000 predicted=5.426465, expected=4.000000 predicted=5.878376, expected=8.000000 predicted=7.022113, expected=4.000000 predicted=6.893120, expected=8.000000 predicted=6.648270, expected=8.000000 predicted=6.457278, expected=4.000000 predicted=5.862784, expected=4.000000 predicted=6.141326, expected=4.000000 predicted=5.921591, expected=8.000000 predicted=6.083195, expected=12.000000 predicted=6.003637, expected=8.000000 predicted=5.774936, expected=4.000000 predicted=6.432473, expected=4.000000 predicted=7.468533, expected=12.000000 predicted=8.585917, expected=8.000000 predicted=7.408293, expected=12.000000 predicted=7.124915, expected=8.000000 predicted=7.732421, expected=4.000000 predicted=8.370278, expected=8.000000 predicted=9.249310, expected=4.000000 predicted=7.874104, expected=4.000000 predicted=6.747660, expected=12.000000 predicted=6.634940, expected=8.000000 predicted=6.174520, expected=4.000000 predicted=6.078134, expected=4.000000 predicted=6.485344, expected=16.000000 predicted=8.487492, expected=8.000000 predicted=7.748215, expected=4.000000 predicted=6.643407, expected=8.000000 predicted=8.041259, expected=4.000000 predicted=8.205622, expected=4.000000 predicted=7.399495, expected=4.000000 predicted=5.577703, expected=12.000000 predicted=5.998321, expected=4.000000 predicted=5.278567, expected=4.000000 predicted=5.119809, expected=4.000000 predicted=5.949933, expected=4.000000 predicted=5.893559, expected=8.000000 predicted=5.758259, expected=4.000000 predicted=4.310435, expected=12.000000 predicted=5.602675, expected=4.000000 predicted=5.648776, expected=4.000000 predicted=6.081866, expected=4.000000 predicted=6.571431, expected=4.000000 predicted=5.903159, expected=16.000000 predicted=6.793197, expected=4.000000 predicted=5.006751, expected=8.000000 predicted=6.197415, expected=8.000000 predicted=7.780053, expected=8.000000 predicted=8.357268, expected=4.000000 predicted=7.739852, expected=4.000000 predicted=6.503235, expected=4.000000 predicted=6.544075, expected=4.000000 predicted=5.559209, expected=8.000000 predicted=5.112280, expected=12.000000 predicted=5.380368, expected=8.000000 predicted=5.775880, expected=12.000000 predicted=7.517154, expected=4.000000 predicted=8.177574, expected=4.000000 predicted=8.642157, expected=8.000000 predicted=8.660902, expected=8.000000 predicted=7.423389, expected=4.000000 predicted=6.133948, expected=8.000000 predicted=6.050007, expected=4.000000 predicted=6.267371, expected=8.000000 predicted=6.662809, expected=4.000000 predicted=5.924802, expected=8.000000 predicted=6.036832, expected=8.000000 predicted=6.456762, expected=8.000000 predicted=6.396932, expected=4.000000 predicted=6.495070, expected=4.000000 predicted=6.480723, expected=4.000000 predicted=6.535127, expected=8.000000 predicted=6.095017, expected=4.000000 predicted=4.953347, expected=8.000000 predicted=5.067943, expected=8.000000 predicted=5.839717, expected=4.000000 predicted=5.862668, expected=8.000000 predicted=6.666836, expected=4.000000 predicted=6.273283, expected=12.000000 predicted=7.182004, expected=8.000000 predicted=6.821069, expected=8.000000 predicted=6.962156, expected=4.000000 predicted=7.471584, expected=16.000000 predicted=9.010638, expected=4.000000 predicted=8.286162, expected=8.000000 predicted=7.759401, expected=4.000000 predicted=7.941922, expected=4.000000 predicted=7.418751, expected=4.000000 predicted=6.846624, expected=12.000000 predicted=5.957168, expected=8.000000 predicted=5.869850, expected=4.000000 predicted=5.448718, expected=4.000000 predicted=6.499221, expected=8.000000 predicted=7.388055, expected=16.000000 predicted=8.127280, expected=12.000000 predicted=7.290867, expected=8.000000 predicted=7.846998, expected=4.000000 predicted=9.340621, expected=4.000000 predicted=10.013723, expected=4.000000 predicted=8.798653, expected=8.000000 predicted=6.754703, expected=16.000000 predicted=6.606414, expected=8.000000 predicted=6.131203, expected=4.000000 Test MSE: 18.305
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303])] predicted=37.210010, expected=64.000000 predicted=39.335510, expected=60.000000 predicted=43.359687, expected=40.000000 predicted=47.473347, expected=44.000000 predicted=49.055404, expected=36.000000 predicted=45.440223, expected=64.000000 predicted=51.915612, expected=36.000000 predicted=47.119262, expected=44.000000 predicted=43.181756, expected=64.000000 predicted=49.732843, expected=8.000000 predicted=38.741910, expected=12.000000 predicted=39.886392, expected=4.000000 predicted=29.081212, expected=88.000000 predicted=36.598335, expected=20.000000 predicted=33.460755, expected=4.000000 predicted=19.813409, expected=40.000000 predicted=32.492863, expected=72.000000 predicted=33.082890, expected=52.000000 predicted=46.232747, expected=52.000000 predicted=40.102109, expected=44.000000 predicted=43.263249, expected=48.000000 predicted=49.771844, expected=44.000000 predicted=53.080632, expected=60.000000 predicted=50.031780, expected=64.000000 predicted=52.242828, expected=4.000000 predicted=41.912179, expected=40.000000 predicted=45.581319, expected=60.000000 predicted=46.557956, expected=28.000000 predicted=39.069895, expected=36.000000 predicted=42.028271, expected=60.000000 predicted=37.811485, expected=52.000000 predicted=43.339079, expected=76.000000 predicted=53.169081, expected=44.000000 predicted=48.342955, expected=68.000000 predicted=54.959595, expected=48.000000 predicted=59.097345, expected=56.000000 predicted=55.393395, expected=32.000000 predicted=56.085699, expected=8.000000 predicted=40.974304, expected=40.000000 predicted=44.929271, expected=44.000000 predicted=37.386432, expected=28.000000 predicted=33.560378, expected=60.000000 predicted=37.573732, expected=20.000000 predicted=31.005334, expected=56.000000 predicted=41.042077, expected=48.000000 predicted=44.298856, expected=48.000000 predicted=40.083589, expected=32.000000 predicted=46.256885, expected=20.000000 predicted=35.731902, expected=40.000000 predicted=42.064154, expected=20.000000 predicted=33.941815, expected=24.000000 predicted=30.706480, expected=20.000000 predicted=27.186644, expected=40.000000 predicted=26.268318, expected=52.000000 predicted=33.328165, expected=4.000000 predicted=24.536481, expected=40.000000 predicted=31.489026, expected=28.000000 predicted=30.697363, expected=32.000000 predicted=30.264346, expected=16.000000 predicted=31.075160, expected=8.000000 predicted=19.694370, expected=56.000000 predicted=31.696855, expected=28.000000 predicted=26.213638, expected=16.000000 predicted=25.003647, expected=8.000000 predicted=24.156986, expected=8.000000 predicted=18.984141, expected=36.000000 predicted=26.532521, expected=64.000000 predicted=26.550146, expected=44.000000 predicted=27.409977, expected=32.000000 predicted=31.374245, expected=48.000000 predicted=39.260627, expected=24.000000 predicted=39.617918, expected=20.000000 predicted=38.949831, expected=48.000000 predicted=37.983050, expected=76.000000 predicted=40.357412, expected=24.000000 predicted=38.123493, expected=36.000000 predicted=38.789338, expected=48.000000 predicted=43.127445, expected=72.000000 predicted=48.393092, expected=24.000000 predicted=46.846010, expected=44.000000 predicted=41.605752, expected=28.000000 predicted=43.064454, expected=56.000000 predicted=43.536180, expected=40.000000 predicted=45.755530, expected=44.000000 predicted=37.490961, expected=36.000000 predicted=42.762454, expected=28.000000 predicted=37.151841, expected=36.000000 predicted=41.216237, expected=36.000000 predicted=36.388095, expected=20.000000 predicted=32.755171, expected=40.000000 predicted=33.675263, expected=56.000000 predicted=35.986516, expected=24.000000 predicted=33.166715, expected=16.000000 predicted=32.856280, expected=24.000000 predicted=31.076657, expected=76.000000 predicted=39.049464, expected=44.000000 predicted=38.513114, expected=48.000000 predicted=37.560207, expected=24.000000 predicted=40.087477, expected=12.000000 predicted=35.742176, expected=24.000000 predicted=40.867328, expected=28.000000 predicted=29.650430, expected=48.000000 predicted=31.013071, expected=20.000000 predicted=25.234372, expected=4.000000 predicted=21.573848, expected=48.000000 predicted=31.132881, expected=16.000000 predicted=25.044094, expected=24.000000 predicted=26.346278, expected=36.000000 predicted=27.068862, expected=44.000000 predicted=25.816875, expected=24.000000 predicted=32.076208, expected=24.000000 predicted=27.894999, expected=4.000000 predicted=26.063985, expected=12.000000 predicted=23.939689, expected=12.000000 predicted=21.258377, expected=64.000000 predicted=23.456200, expected=44.000000 predicted=25.654450, expected=36.000000 predicted=26.072509, expected=48.000000 predicted=37.881447, expected=32.000000 predicted=36.595921, expected=16.000000 predicted=40.151749, expected=52.000000 predicted=40.206484, expected=60.000000 predicted=39.849043, expected=8.000000 predicted=33.519216, expected=4.000000 predicted=30.619829, expected=28.000000 predicted=29.430967, expected=64.000000 predicted=35.265984, expected=24.000000 predicted=30.136943, expected=24.000000 predicted=25.023611, expected=40.000000 predicted=32.377321, expected=8.000000 predicted=28.024740, expected=28.000000 predicted=33.512087, expected=32.000000 predicted=27.049039, expected=28.000000 predicted=24.257146, expected=12.000000 predicted=25.684870, expected=12.000000 predicted=19.714951, expected=16.000000 predicted=21.798701, expected=40.000000 predicted=23.520956, expected=52.000000 predicted=26.517558, expected=24.000000 predicted=23.652848, expected=40.000000 predicted=31.239414, expected=4.000000 predicted=28.410871, expected=72.000000 predicted=39.311267, expected=40.000000 predicted=39.047652, expected=20.000000 predicted=29.317880, expected=48.000000 predicted=42.097880, expected=56.000000 predicted=37.021889, expected=36.000000 predicted=44.267944, expected=48.000000 predicted=42.826054, expected=32.000000 predicted=39.180300, expected=52.000000 predicted=45.004096, expected=36.000000 predicted=44.049128, expected=12.000000 predicted=34.357569, expected=24.000000 predicted=36.565189, expected=4.000000 predicted=25.969888, expected=4.000000 predicted=22.104378, expected=36.000000 predicted=21.783693, expected=16.000000 predicted=13.710206, expected=32.000000 predicted=19.318700, expected=16.000000 predicted=18.338716, expected=36.000000 predicted=21.818206, expected=28.000000 predicted=28.126813, expected=28.000000 predicted=24.349287, expected=36.000000 predicted=30.563005, expected=16.000000 predicted=25.064387, expected=8.000000 predicted=25.519483, expected=36.000000 predicted=26.969782, expected=64.000000 predicted=30.747903, expected=12.000000 predicted=25.924882, expected=64.000000 predicted=35.060082, expected=56.000000 predicted=39.834758, expected=20.000000 predicted=37.448522, expected=24.000000 predicted=44.274799, expected=36.000000 predicted=34.765625, expected=16.000000 predicted=34.762710, expected=32.000000 predicted=32.439414, expected=48.000000 predicted=29.862381, expected=4.000000 predicted=23.732920, expected=24.000000 predicted=28.667970, expected=32.000000 predicted=26.763115, expected=52.000000 predicted=29.844983, expected=40.000000 predicted=34.052120, expected=24.000000 predicted=27.665973, expected=8.000000 predicted=30.512846, expected=20.000000 predicted=29.706795, expected=36.000000 predicted=30.878607, expected=28.000000 predicted=25.116178, expected=40.000000 predicted=26.405067, expected=48.000000 predicted=29.667542, expected=40.000000 predicted=33.506923, expected=12.000000 predicted=33.658565, expected=32.000000 predicted=34.444461, expected=80.000000 predicted=43.124049, expected=16.000000 predicted=34.072031, expected=40.000000 predicted=38.474002, expected=32.000000 predicted=36.886007, expected=36.000000 predicted=35.742529, expected=8.000000 predicted=38.046618, expected=56.000000 predicted=31.631498, expected=16.000000 predicted=30.604114, expected=40.000000 predicted=30.161130, expected=24.000000 predicted=32.579874, expected=60.000000 predicted=30.994541, expected=44.000000 predicted=41.339073, expected=12.000000 predicted=29.592125, expected=4.000000 predicted=33.540652, expected=20.000000 predicted=27.506805, expected=56.000000 predicted=33.416359, expected=20.000000 predicted=24.407238, expected=8.000000 predicted=19.606344, expected=24.000000 predicted=24.177999, expected=36.000000 predicted=25.425959, expected=32.000000 predicted=29.199747, expected=12.000000 predicted=21.707435, expected=24.000000 predicted=23.181650, expected=44.000000 predicted=28.907854, expected=32.000000 predicted=28.119377, expected=32.000000 predicted=29.557451, expected=24.000000 predicted=28.145339, expected=20.000000 predicted=28.482725, expected=68.000000 predicted=38.379447, expected=76.000000 predicted=40.267627, expected=40.000000 predicted=39.875512, expected=20.000000 predicted=42.515284, expected=20.000000 predicted=41.507890, expected=28.000000 predicted=42.640571, expected=68.000000 predicted=43.974024, expected=44.000000 predicted=34.835440, expected=20.000000 predicted=31.265859, expected=80.000000 predicted=46.643342, expected=4.000000 predicted=36.441731, expected=16.000000 predicted=39.741095, expected=56.000000 predicted=42.325113, expected=32.000000 predicted=28.691228, expected=32.000000 predicted=39.002249, expected=40.000000 predicted=30.788042, expected=48.000000 predicted=35.041683, expected=4.000000 predicted=34.945580, expected=12.000000 predicted=29.623404, expected=16.000000 predicted=27.066399, expected=28.000000 predicted=23.571940, expected=52.000000 predicted=28.258810, expected=20.000000 predicted=19.087014, expected=24.000000 predicted=25.118513, expected=44.000000 predicted=31.969986, expected=56.000000 predicted=35.077525, expected=12.000000 predicted=33.636704, expected=40.000000 predicted=34.226710, expected=48.000000 predicted=37.668046, expected=20.000000 predicted=33.437397, expected=44.000000 predicted=39.984523, expected=32.000000 predicted=31.508516, expected=16.000000 predicted=31.774957, expected=8.000000 predicted=30.617161, expected=16.000000 predicted=22.753275, expected=8.000000 predicted=20.948382, expected=40.000000 predicted=21.012891, expected=16.000000 predicted=16.117845, expected=20.000000 predicted=16.787475, expected=8.000000 predicted=19.279819, expected=24.000000 predicted=18.139310, expected=40.000000 predicted=25.845183, expected=56.000000 predicted=25.569122, expected=12.000000 predicted=24.704949, expected=20.000000 predicted=27.022930, expected=32.000000 predicted=32.187886, expected=56.000000 predicted=34.399689, expected=32.000000 predicted=34.414636, expected=56.000000 predicted=34.225245, expected=32.000000 predicted=37.232867, expected=20.000000 predicted=36.212150, expected=36.000000 predicted=42.095069, expected=16.000000 predicted=30.323104, expected=44.000000 predicted=35.521586, expected=12.000000 predicted=26.515376, expected=20.000000 predicted=23.706546, expected=4.000000 predicted=24.132409, expected=12.000000 predicted=16.842005, expected=20.000000 predicted=20.739159, expected=72.000000 predicted=22.744809, expected=16.000000 predicted=20.842659, expected=32.000000 predicted=25.067084, expected=52.000000 predicted=36.362178, expected=16.000000 predicted=29.549188, expected=12.000000 predicted=36.633414, expected=44.000000 predicted=30.455759, expected=68.000000 predicted=35.260580, expected=8.000000 predicted=31.068148, expected=68.000000 predicted=38.445813, expected=28.000000 predicted=36.310053, expected=32.000000 predicted=38.437060, expected=40.000000 predicted=46.109461, expected=48.000000 predicted=33.409794, expected=28.000000 predicted=41.684758, expected=68.000000 predicted=41.282088, expected=48.000000 predicted=42.415064, expected=32.000000 predicted=41.947073, expected=36.000000 predicted=46.428972, expected=8.000000 predicted=34.785061, expected=4.000000 predicted=34.765559, expected=52.000000 predicted=33.264095, expected=44.000000 predicted=26.796363, expected=28.000000 predicted=27.550062, expected=4.000000 predicted=24.193906, expected=8.000000 predicted=22.607906, expected=88.000000 predicted=40.087524, expected=20.000000 predicted=27.515898, expected=4.000000 predicted=24.996190, expected=56.000000 predicted=35.049816, expected=56.000000 predicted=32.226910, expected=4.000000 predicted=37.949701, expected=88.000000 predicted=42.434311, expected=24.000000 predicted=33.000650, expected=4.000000 predicted=37.829367, expected=4.000000 predicted=38.370187, expected=12.000000 predicted=18.930671, expected=44.000000 predicted=33.050731, expected=60.000000 predicted=23.342737, expected=48.000000 predicted=25.238279, expected=28.000000 predicted=31.155883, expected=36.000000 predicted=37.717947, expected=48.000000 predicted=43.939511, expected=76.000000 predicted=49.303883, expected=8.000000 predicted=38.665727, expected=4.000000 predicted=35.001827, expected=20.000000 predicted=35.877196, expected=40.000000 predicted=31.022884, expected=36.000000 predicted=32.522126, expected=44.000000 predicted=24.211054, expected=60.000000 predicted=32.692645, expected=40.000000 predicted=36.955269, expected=56.000000 predicted=46.498343, expected=48.000000 predicted=46.892303, expected=16.000000 Test MSE: 407.372
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027])] predicted=19.871641, expected=12.000000 predicted=18.183254, expected=8.000000 predicted=14.643219, expected=20.000000 predicted=18.133549, expected=20.000000 predicted=17.541472, expected=32.000000 predicted=21.124652, expected=4.000000 predicted=13.984451, expected=12.000000 predicted=16.943246, expected=8.000000 predicted=13.261930, expected=12.000000 predicted=13.602047, expected=24.000000 predicted=16.938853, expected=12.000000 predicted=11.657214, expected=8.000000 predicted=13.082904, expected=12.000000 predicted=12.495362, expected=4.000000 predicted=9.738816, expected=28.000000 predicted=17.408130, expected=12.000000 predicted=11.470916, expected=24.000000 predicted=17.834953, expected=12.000000 predicted=14.459336, expected=12.000000 predicted=15.170878, expected=24.000000 predicted=19.407622, expected=12.000000 predicted=14.530527, expected=32.000000 predicted=22.543522, expected=20.000000 predicted=18.117144, expected=12.000000 predicted=18.646038, expected=28.000000 predicted=22.745837, expected=8.000000 predicted=15.634488, expected=24.000000 predicted=22.417135, expected=8.000000 predicted=14.192918, expected=24.000000 predicted=19.141899, expected=16.000000 predicted=16.854811, expected=8.000000 predicted=14.265918, expected=12.000000 predicted=15.012643, expected=8.000000 predicted=11.169857, expected=8.000000 predicted=11.861560, expected=20.000000 predicted=13.174790, expected=20.000000 predicted=13.477666, expected=4.000000 predicted=11.371898, expected=12.000000 predicted=12.869619, expected=16.000000 predicted=12.722764, expected=4.000000 predicted=11.025714, expected=28.000000 predicted=17.026964, expected=8.000000 predicted=10.257324, expected=8.000000 predicted=13.477401, expected=12.000000 predicted=12.146369, expected=16.000000 predicted=12.547227, expected=8.000000 predicted=12.516504, expected=24.000000 predicted=15.060306, expected=4.000000 predicted=10.053011, expected=12.000000 predicted=13.727497, expected=8.000000 predicted=10.560977, expected=12.000000 predicted=11.347111, expected=16.000000 predicted=13.080687, expected=48.000000 predicted=21.643988, expected=4.000000 predicted=14.428424, expected=16.000000 predicted=20.069169, expected=32.000000 predicted=21.232822, expected=4.000000 predicted=16.482800, expected=16.000000 predicted=21.663224, expected=16.000000 predicted=13.367532, expected=8.000000 predicted=14.075219, expected=12.000000 predicted=14.926397, expected=24.000000 predicted=14.282534, expected=16.000000 predicted=15.148270, expected=4.000000 predicted=13.079448, expected=12.000000 predicted=12.778928, expected=20.000000 predicted=14.218468, expected=20.000000 predicted=16.514787, expected=8.000000 predicted=13.341551, expected=20.000000 predicted=15.487875, expected=12.000000 predicted=13.793191, expected=12.000000 predicted=15.396381, expected=12.000000 predicted=13.676463, expected=20.000000 predicted=14.585909, expected=20.000000 predicted=16.423250, expected=12.000000 predicted=14.783103, expected=12.000000 predicted=14.786683, expected=16.000000 predicted=14.949736, expected=4.000000 predicted=12.154033, expected=36.000000 predicted=20.059549, expected=8.000000 predicted=12.372401, expected=20.000000 predicted=18.762566, expected=8.000000 predicted=13.569765, expected=32.000000 predicted=19.678977, expected=12.000000 predicted=17.839360, expected=16.000000 predicted=17.288401, expected=12.000000 predicted=15.845488, expected=20.000000 predicted=16.520518, expected=16.000000 predicted=17.641978, expected=28.000000 predicted=19.127444, expected=28.000000 predicted=21.013016, expected=4.000000 predicted=16.645404, expected=16.000000 predicted=19.309255, expected=16.000000 predicted=16.092796, expected=24.000000 predicted=19.750263, expected=12.000000 predicted=16.524701, expected=12.000000 predicted=14.373073, expected=4.000000 predicted=12.341358, expected=12.000000 predicted=12.817120, expected=24.000000 predicted=15.412844, expected=8.000000 predicted=11.370193, expected=16.000000 predicted=14.429468, expected=20.000000 predicted=14.179067, expected=8.000000 predicted=13.505034, expected=8.000000 predicted=14.090933, expected=12.000000 predicted=11.452926, expected=24.000000 predicted=15.361832, expected=24.000000 predicted=17.115058, expected=20.000000 predicted=17.344377, expected=12.000000 predicted=16.557283, expected=12.000000 predicted=16.531797, expected=8.000000 predicted=14.971985, expected=8.000000 predicted=13.033280, expected=16.000000 predicted=12.976229, expected=16.000000 predicted=12.244347, expected=12.000000 predicted=12.461903, expected=8.000000 predicted=11.250651, expected=16.000000 predicted=12.942285, expected=8.000000 predicted=11.533634, expected=20.000000 predicted=14.717219, expected=20.000000 predicted=14.462141, expected=28.000000 predicted=18.511459, expected=8.000000 predicted=15.862797, expected=20.000000 predicted=18.412170, expected=8.000000 predicted=15.155549, expected=36.000000 predicted=22.122325, expected=16.000000 predicted=18.525508, expected=4.000000 predicted=15.127076, expected=8.000000 predicted=14.774751, expected=4.000000 predicted=9.950232, expected=8.000000 predicted=12.110265, expected=12.000000 predicted=9.081310, expected=20.000000 predicted=10.689634, expected=8.000000 predicted=9.966238, expected=12.000000 predicted=11.545630, expected=24.000000 predicted=14.903837, expected=28.000000 predicted=18.264300, expected=20.000000 predicted=19.644888, expected=8.000000 predicted=16.255951, expected=28.000000 predicted=20.994023, expected=12.000000 predicted=17.705659, expected=20.000000 predicted=20.357211, expected=8.000000 predicted=14.897489, expected=28.000000 predicted=18.540553, expected=8.000000 predicted=15.747821, expected=8.000000 predicted=14.006099, expected=16.000000 predicted=14.756767, expected=32.000000 predicted=17.539782, expected=24.000000 predicted=20.235211, expected=32.000000 predicted=22.802418, expected=60.000000 predicted=33.148349, expected=12.000000 predicted=26.725687, expected=16.000000 predicted=30.382624, expected=12.000000 predicted=22.780863, expected=32.000000 predicted=26.056952, expected=20.000000 predicted=24.895371, expected=12.000000 predicted=17.617237, expected=24.000000 predicted=20.421466, expected=24.000000 predicted=19.918961, expected=24.000000 predicted=23.171413, expected=28.000000 predicted=23.410519, expected=28.000000 predicted=23.877260, expected=44.000000 predicted=30.976498, expected=4.000000 predicted=22.631857, expected=8.000000 predicted=22.201712, expected=16.000000 predicted=19.379325, expected=4.000000 predicted=13.786458, expected=48.000000 predicted=25.125844, expected=20.000000 predicted=16.196810, expected=4.000000 predicted=17.227239, expected=24.000000 predicted=20.399177, expected=48.000000 predicted=25.266756, expected=32.000000 predicted=29.551633, expected=48.000000 predicted=34.064819, expected=48.000000 predicted=35.683552, expected=44.000000 predicted=41.288798, expected=44.000000 predicted=44.908823, expected=68.000000 predicted=49.949018, expected=24.000000 predicted=42.766452, expected=52.000000 predicted=49.383950, expected=20.000000 predicted=37.972207, expected=16.000000 predicted=34.499925, expected=16.000000 predicted=30.318480, expected=8.000000 predicted=18.763688, expected=52.000000 predicted=30.405823, expected=20.000000 predicted=21.189838, expected=20.000000 predicted=24.287937, expected=12.000000 predicted=20.218833, expected=16.000000 predicted=19.454806, expected=12.000000 predicted=20.152467, expected=20.000000 predicted=16.999328, expected=20.000000 predicted=17.030641, expected=36.000000 predicted=21.849542, expected=8.000000 predicted=17.704546, expected=20.000000 predicted=20.420980, expected=16.000000 predicted=18.574097, expected=16.000000 predicted=18.414757, expected=16.000000 predicted=18.627894, expected=12.000000 predicted=14.190848, expected=20.000000 predicted=17.094262, expected=20.000000 predicted=16.878280, expected=12.000000 predicted=15.821830, expected=12.000000 predicted=15.279611, expected=4.000000 predicted=11.689509, expected=4.000000 predicted=10.601485, expected=16.000000 predicted=11.428394, expected=8.000000 predicted=8.816353, expected=8.000000 predicted=9.288148, expected=20.000000 predicted=11.328796, expected=24.000000 predicted=14.395944, expected=24.000000 predicted=18.379086, expected=40.000000 predicted=24.094545, expected=24.000000 predicted=23.752577, expected=16.000000 predicted=24.565491, expected=24.000000 predicted=24.904320, expected=12.000000 predicted=20.667595, expected=20.000000 predicted=22.443149, expected=20.000000 predicted=19.048561, expected=28.000000 predicted=21.071824, expected=16.000000 predicted=19.894236, expected=24.000000 predicted=21.040987, expected=20.000000 predicted=20.820067, expected=36.000000 predicted=25.562472, expected=36.000000 predicted=28.131616, expected=20.000000 predicted=25.538528, expected=20.000000 predicted=25.930497, expected=40.000000 predicted=29.226343, expected=24.000000 predicted=27.986990, expected=32.000000 predicted=30.382814, expected=80.000000 predicted=41.784757, expected=36.000000 predicted=38.167937, expected=4.000000 predicted=35.675079, expected=28.000000 predicted=33.032084, expected=24.000000 predicted=28.452997, expected=28.000000 predicted=33.411453, expected=40.000000 predicted=29.533226, expected=28.000000 predicted=25.367796, expected=16.000000 predicted=26.855003, expected=40.000000 predicted=30.645663, expected=12.000000 predicted=23.820025, expected=36.000000 predicted=31.117068, expected=24.000000 predicted=24.963522, expected=8.000000 predicted=21.108329, expected=16.000000 predicted=22.481645, expected=20.000000 predicted=17.701646, expected=16.000000 predicted=19.599503, expected=4.000000 predicted=14.039441, expected=24.000000 predicted=15.805298, expected=12.000000 predicted=13.822758, expected=12.000000 predicted=15.282584, expected=4.000000 predicted=11.129483, expected=12.000000 predicted=10.808772, expected=20.000000 predicted=14.386287, expected=8.000000 predicted=11.021516, expected=12.000000 predicted=12.396842, expected=24.000000 predicted=14.165174, expected=16.000000 predicted=15.028234, expected=4.000000 predicted=13.810736, expected=16.000000 predicted=13.740601, expected=12.000000 predicted=12.470309, expected=8.000000 predicted=13.068288, expected=8.000000 predicted=10.719292, expected=8.000000 predicted=8.632414, expected=20.000000 predicted=12.934243, expected=8.000000 predicted=10.242068, expected=40.000000 predicted=19.338624, expected=8.000000 predicted=13.941114, expected=8.000000 predicted=16.058534, expected=12.000000 predicted=14.945539, expected=16.000000 predicted=13.821047, expected=4.000000 predicted=13.959370, expected=8.000000 predicted=9.665623, expected=20.000000 predicted=11.780590, expected=4.000000 predicted=9.453069, expected=12.000000 predicted=12.002776, expected=20.000000 predicted=11.802027, expected=12.000000 predicted=12.233655, expected=8.000000 predicted=13.170597, expected=12.000000 predicted=11.197879, expected=8.000000 predicted=10.808144, expected=16.000000 predicted=13.307846, expected=20.000000 predicted=13.483980, expected=24.000000 predicted=16.104711, expected=12.000000 predicted=15.507930, expected=12.000000 predicted=15.339557, expected=8.000000 predicted=13.806158, expected=32.000000 predicted=19.292560, expected=16.000000 predicted=16.889033, expected=28.000000 predicted=20.652807, expected=8.000000 predicted=16.183104, expected=12.000000 predicted=16.599858, expected=24.000000 predicted=20.002834, expected=16.000000 predicted=16.419370, expected=12.000000 predicted=17.298966, expected=8.000000 predicted=12.670709, expected=8.000000 predicted=12.043197, expected=4.000000 predicted=10.739805, expected=20.000000 predicted=12.341864, expected=12.000000 predicted=10.526349, expected=4.000000 predicted=9.519163, expected=12.000000 predicted=10.505685, expected=4.000000 predicted=7.643035, expected=16.000000 predicted=12.245692, expected=24.000000 predicted=13.305540, expected=8.000000 predicted=11.148585, expected=20.000000 predicted=15.876306, expected=20.000000 predicted=15.009774, expected=16.000000 predicted=17.213797, expected=4.000000 predicted=14.659650, expected=24.000000 predicted=16.105708, expected=20.000000 predicted=16.653808, expected=8.000000 predicted=15.268601, expected=12.000000 predicted=14.573123, expected=12.000000 predicted=12.037199, expected=60.000000 predicted=27.000195, expected=48.000000 predicted=29.160906, expected=12.000000 predicted=26.239379, expected=20.000000 predicted=27.986822, expected=16.000000 predicted=23.762997, expected=20.000000 predicted=27.875879, expected=4.000000 predicted=18.274549, expected=8.000000 predicted=12.880412, expected=24.000000 predicted=15.750345, expected=24.000000 predicted=16.446615, expected=16.000000 predicted=17.086138, expected=20.000000 predicted=17.211431, expected=4.000000 predicted=13.852608, expected=12.000000 predicted=16.250204, expected=8.000000 predicted=12.479411, expected=20.000000 predicted=14.109775, expected=20.000000 predicted=14.826829, expected=32.000000 predicted=18.544557, expected=16.000000 predicted=18.037865, expected=4.000000 predicted=15.702894, expected=4.000000 predicted=14.179954, expected=12.000000 predicted=13.125669, expected=36.000000 predicted=19.624501, expected=28.000000 predicted=18.335346, expected=20.000000 predicted=19.078570, expected=8.000000 predicted=16.886989, expected=12.000000 predicted=17.701523, expected=8.000000 predicted=16.633158, expected=8.000000 predicted=13.265781, expected=36.000000 predicted=18.323534, expected=24.000000 predicted=16.484267, expected=16.000000 predicted=18.578759, expected=12.000000 predicted=16.813725, expected=4.000000 predicted=13.928109, expected=28.000000 predicted=21.228841, expected=12.000000 predicted=14.811058, expected=32.000000 predicted=20.460916, expected=8.000000 predicted=14.601309, expected=4.000000 predicted=13.690542, expected=12.000000 predicted=15.258698, expected=4.000000 predicted=9.932726, expected=12.000000 predicted=12.793748, expected=24.000000 predicted=12.233574, expected=16.000000 predicted=12.401319, expected=28.000000 predicted=18.506595, expected=12.000000 predicted=15.013339, expected=24.000000 predicted=20.347499, expected=4.000000 predicted=15.707428, expected=16.000000 predicted=16.840068, expected=16.000000 predicted=16.153325, expected=8.000000 predicted=12.584701, expected=12.000000 predicted=13.804234, expected=16.000000 predicted=11.961018, expected=8.000000 predicted=12.037700, expected=4.000000 predicted=10.241162, expected=16.000000 predicted=11.106102, expected=32.000000 predicted=16.510843, expected=4.000000 predicted=12.425321, expected=20.000000 predicted=16.083167, expected=8.000000 predicted=11.965173, expected=4.000000 predicted=12.746612, expected=24.000000 predicted=16.808192, expected=4.000000 predicted=8.951851, expected=20.000000 predicted=15.394273, expected=24.000000 predicted=14.631729, expected=12.000000 predicted=14.356513, expected=4.000000 predicted=14.183728, expected=8.000000 predicted=10.875574, expected=20.000000 predicted=14.771529, expected=16.000000 predicted=14.363107, expected=8.000000 predicted=11.621947, expected=8.000000 predicted=10.376875, expected=8.000000 predicted=10.342166, expected=12.000000 predicted=11.962215, expected=4.000000 predicted=8.707277, expected=12.000000 predicted=9.365950, expected=24.000000 predicted=12.620686, expected=8.000000 predicted=10.882864, expected=8.000000 predicted=11.849318, expected=8.000000 predicted=9.731732, expected=8.000000 predicted=10.496641, expected=32.000000 predicted=17.179792, expected=16.000000 predicted=13.334753, expected=8.000000 predicted=13.813614, expected=4.000000 predicted=11.340917, expected=8.000000 predicted=11.291165, expected=12.000000 predicted=13.142287, expected=20.000000 predicted=12.650683, expected=20.000000 predicted=13.175781, expected=12.000000 predicted=12.834436, expected=8.000000 predicted=12.764998, expected=12.000000 predicted=13.392300, expected=12.000000 predicted=13.484640, expected=8.000000 predicted=11.733855, expected=8.000000 Test MSE: 118.728
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497])] predicted=103.450014, expected=92.000000 predicted=89.406387, expected=60.000000 predicted=78.246903, expected=60.000000 predicted=88.113145, expected=76.000000 predicted=95.014754, expected=120.000000 predicted=102.679505, expected=88.000000 predicted=85.905334, expected=132.000000 predicted=97.135782, expected=96.000000 predicted=89.508242, expected=84.000000 predicted=91.392266, expected=88.000000 predicted=100.890348, expected=92.000000 predicted=93.700713, expected=68.000000 predicted=92.982004, expected=156.000000 predicted=113.972794, expected=68.000000 predicted=84.451323, expected=52.000000 predicted=78.647657, expected=72.000000 predicted=82.138392, expected=108.000000 predicted=88.929271, expected=40.000000 predicted=84.307004, expected=56.000000 predicted=64.426741, expected=120.000000 predicted=83.017467, expected=160.000000 predicted=107.196325, expected=68.000000 predicted=88.590974, expected=96.000000 predicted=85.087187, expected=124.000000 predicted=101.151367, expected=76.000000 predicted=99.142983, expected=76.000000 predicted=105.516253, expected=92.000000 predicted=86.219984, expected=108.000000 predicted=98.034766, expected=100.000000 predicted=102.213451, expected=84.000000 predicted=86.216909, expected=88.000000 predicted=88.328239, expected=52.000000 predicted=77.907025, expected=120.000000 predicted=102.946500, expected=112.000000 predicted=98.609551, expected=132.000000 predicted=105.231638, expected=92.000000 predicted=96.603324, expected=72.000000 predicted=82.393052, expected=92.000000 predicted=103.604114, expected=100.000000 predicted=101.249894, expected=132.000000 predicted=116.361516, expected=132.000000 predicted=109.702374, expected=156.000000 predicted=119.184403, expected=84.000000 predicted=103.265940, expected=100.000000 predicted=110.370464, expected=32.000000 predicted=89.778860, expected=20.000000 predicted=74.878673, expected=120.000000 predicted=108.140263, expected=92.000000 predicted=79.658791, expected=36.000000 predicted=64.985355, expected=80.000000 predicted=64.516068, expected=52.000000 predicted=52.543610, expected=12.000000 predicted=59.990511, expected=44.000000 predicted=58.280758, expected=44.000000 predicted=41.449126, expected=4.000000 predicted=36.252247, expected=68.000000 predicted=49.873770, expected=36.000000 predicted=29.571102, expected=40.000000 predicted=40.926745, expected=48.000000 predicted=43.690886, expected=48.000000 predicted=35.321501, expected=48.000000 predicted=51.910218, expected=48.000000 predicted=44.179622, expected=56.000000 predicted=48.829876, expected=92.000000 predicted=65.210629, expected=84.000000 predicted=66.057247, expected=148.000000 predicted=94.604895, expected=60.000000 predicted=69.569594, expected=36.000000 predicted=64.198661, expected=148.000000 predicted=109.115086, expected=92.000000 predicted=88.909713, expected=100.000000 predicted=109.894331, expected=116.000000 predicted=93.711871, expected=152.000000 predicted=106.238966, expected=144.000000 predicted=134.974787, expected=112.000000 predicted=113.879684, expected=92.000000 predicted=109.329717, expected=60.000000 predicted=97.861312, expected=84.000000 predicted=108.050472, expected=96.000000 predicted=104.426634, expected=124.000000 predicted=106.148962, expected=124.000000 predicted=104.312438, expected=52.000000 predicted=74.612211, expected=84.000000 predicted=90.747663, expected=56.000000 predicted=79.484882, expected=84.000000 predicted=92.747267, expected=88.000000 predicted=90.597160, expected=100.000000 predicted=79.520424, expected=96.000000 predicted=88.334435, expected=72.000000 predicted=75.357255, expected=92.000000 predicted=89.246397, expected=48.000000 predicted=73.162012, expected=80.000000 predicted=84.683778, expected=156.000000 predicted=109.604552, expected=80.000000 predicted=82.372760, expected=116.000000 predicted=103.281472, expected=76.000000 predicted=79.467913, expected=92.000000 predicted=94.560846, expected=52.000000 predicted=93.702126, expected=152.000000 predicted=107.759927, expected=152.000000 predicted=120.349864, expected=68.000000 predicted=87.471520, expected=164.000000 predicted=125.493149, expected=116.000000 predicted=103.153696, expected=152.000000 predicted=143.532822, expected=76.000000 predicted=115.121179, expected=96.000000 predicted=100.759060, expected=136.000000 predicted=132.553647, expected=92.000000 predicted=106.679654, expected=72.000000 predicted=104.580236, expected=80.000000 predicted=86.093977, expected=100.000000 predicted=96.362350, expected=104.000000 predicted=105.230428, expected=104.000000 predicted=95.791966, expected=136.000000 predicted=105.346446, expected=104.000000 predicted=100.681827, expected=96.000000 predicted=104.091469, expected=104.000000 predicted=106.289325, expected=72.000000 predicted=94.288169, expected=68.000000 predicted=95.550654, expected=96.000000 predicted=93.453890, expected=132.000000 predicted=104.583167, expected=112.000000 predicted=102.856796, expected=116.000000 predicted=100.767680, expected=136.000000 predicted=110.621301, expected=140.000000 predicted=122.801428, expected=76.000000 predicted=109.867089, expected=104.000000 predicted=111.871391, expected=144.000000 predicted=124.358569, expected=144.000000 predicted=131.001524, expected=60.000000 predicted=103.287862, expected=68.000000 predicted=88.766385, expected=64.000000 predicted=88.024401, expected=36.000000 predicted=80.259694, expected=68.000000 predicted=83.347353, expected=96.000000 predicted=72.207181, expected=104.000000 predicted=80.728898, expected=72.000000 predicted=72.569427, expected=60.000000 predicted=64.243148, expected=64.000000 predicted=71.855766, expected=56.000000 predicted=72.513986, expected=104.000000 predicted=88.745823, expected=108.000000 predicted=84.688672, expected=124.000000 predicted=93.412401, expected=156.000000 predicted=112.291602, expected=20.000000 predicted=67.816651, expected=92.000000 predicted=100.702834, expected=64.000000 predicted=85.549306, expected=72.000000 predicted=89.426683, expected=156.000000 predicted=120.588999, expected=108.000000 predicted=80.892127, expected=80.000000 predicted=92.934600, expected=68.000000 predicted=80.162615, expected=84.000000 predicted=87.554630, expected=100.000000 predicted=108.303966, expected=152.000000 predicted=115.200103, expected=148.000000 predicted=113.323638, expected=140.000000 predicted=115.840804, expected=100.000000 predicted=109.226887, expected=92.000000 predicted=110.209970, expected=80.000000 predicted=112.791583, expected=60.000000 predicted=98.318539, expected=72.000000 predicted=93.290396, expected=92.000000 predicted=87.727520, expected=116.000000 predicted=95.448545, expected=100.000000 predicted=89.991985, expected=80.000000 predicted=81.156694, expected=108.000000 predicted=94.656571, expected=64.000000 predicted=84.383987, expected=80.000000 predicted=92.924804, expected=88.000000 predicted=88.429913, expected=156.000000 predicted=110.645551, expected=56.000000 predicted=85.142201, expected=132.000000 predicted=102.037657, expected=124.000000 predicted=105.168381, expected=40.000000 predicted=82.597675, expected=64.000000 predicted=97.543782, expected=140.000000 predicted=97.004772, expected=148.000000 predicted=123.060923, expected=92.000000 predicted=104.726444, expected=88.000000 predicted=85.318179, expected=92.000000 predicted=92.978647, expected=72.000000 predicted=101.376846, expected=76.000000 predicted=98.785576, expected=84.000000 predicted=85.027828, expected=104.000000 predicted=91.341486, expected=96.000000 predicted=90.805212, expected=164.000000 predicted=113.729524, expected=108.000000 predicted=101.074968, expected=104.000000 predicted=105.858290, expected=96.000000 predicted=105.873502, expected=176.000000 predicted=133.139123, expected=152.000000 predicted=143.435546, expected=96.000000 predicted=114.266282, expected=80.000000 predicted=105.858884, expected=116.000000 predicted=113.633355, expected=88.000000 predicted=118.129144, expected=56.000000 predicted=95.809661, expected=104.000000 predicted=95.422760, expected=192.000000 predicted=124.840483, expected=80.000000 predicted=99.681009, expected=84.000000 predicted=98.146310, expected=100.000000 predicted=93.946703, expected=72.000000 predicted=93.591308, expected=100.000000 predicted=119.004914, expected=140.000000 predicted=105.206895, expected=132.000000 predicted=108.529483, expected=100.000000 predicted=105.598799, expected=104.000000 predicted=101.974110, expected=112.000000 predicted=110.799548, expected=72.000000 predicted=103.859287, expected=68.000000 predicted=96.214987, expected=72.000000 predicted=84.979903, expected=136.000000 predicted=106.919530, expected=84.000000 predicted=91.589891, expected=144.000000 predicted=107.646092, expected=136.000000 predicted=108.191243, expected=52.000000 predicted=84.261481, expected=108.000000 predicted=116.246095, expected=112.000000 predicted=101.224309, expected=120.000000 predicted=119.529148, expected=108.000000 predicted=112.893280, expected=132.000000 predicted=104.319116, expected=88.000000 predicted=103.973401, expected=76.000000 predicted=99.627867, expected=104.000000 predicted=106.967598, expected=128.000000 predicted=111.201251, expected=164.000000 predicted=132.281303, expected=112.000000 predicted=108.517229, expected=96.000000 predicted=104.077415, expected=120.000000 predicted=117.718412, expected=128.000000 predicted=124.819092, expected=96.000000 predicted=120.669422, expected=132.000000 predicted=120.062278, expected=124.000000 predicted=113.969679, expected=104.000000 predicted=114.482549, expected=112.000000 predicted=118.002440, expected=156.000000 predicted=125.897562, expected=84.000000 predicted=110.539753, expected=120.000000 predicted=121.314835, expected=96.000000 predicted=105.223259, expected=76.000000 predicted=99.214825, expected=116.000000 predicted=119.269151, expected=144.000000 predicted=111.420789, expected=48.000000 predicted=89.310249, expected=108.000000 predicted=103.586376, expected=212.000000 predicted=133.618245, expected=80.000000 predicted=104.411447, expected=72.000000 predicted=113.944938, expected=124.000000 predicted=100.763011, expected=80.000000 predicted=97.935688, expected=152.000000 predicted=147.933039, expected=116.000000 predicted=101.362287, expected=172.000000 predicted=127.046779, expected=32.000000 predicted=93.732080, expected=104.000000 predicted=105.484083, expected=80.000000 predicted=106.780176, expected=76.000000 predicted=93.248786, expected=112.000000 predicted=115.349771, expected=152.000000 predicted=95.958506, expected=160.000000 predicted=125.037486, expected=148.000000 predicted=123.271054, expected=92.000000 predicted=107.949218, expected=80.000000 predicted=110.810605, expected=96.000000 predicted=118.722135, expected=144.000000 predicted=132.214984, expected=132.000000 predicted=125.503244, expected=112.000000 predicted=108.780599, expected=120.000000 predicted=110.752726, expected=100.000000 predicted=108.019460, expected=76.000000 predicted=109.446938, expected=92.000000 predicted=106.852809, expected=96.000000 predicted=99.573375, expected=112.000000 predicted=106.509996, expected=172.000000 predicted=124.472951, expected=84.000000 predicted=93.925636, expected=48.000000 predicted=88.121449, expected=108.000000 predicted=103.293751, expected=44.000000 predicted=80.430632, expected=120.000000 predicted=118.625591, expected=80.000000 predicted=79.819798, expected=120.000000 predicted=89.446862, expected=108.000000 predicted=102.054414, expected=104.000000 predicted=89.062743, expected=116.000000 predicted=113.030149, expected=72.000000 predicted=88.670219, expected=96.000000 predicted=104.896217, expected=76.000000 predicted=91.457078, expected=76.000000 predicted=88.920250, expected=80.000000 predicted=89.831654, expected=68.000000 predicted=73.947136, expected=72.000000 predicted=79.937839, expected=72.000000 predicted=73.616264, expected=128.000000 predicted=93.456833, expected=108.000000 predicted=91.536700, expected=124.000000 predicted=99.947296, expected=40.000000 predicted=74.488209, expected=76.000000 predicted=84.652737, expected=76.000000 predicted=92.271999, expected=60.000000 predicted=79.514494, expected=68.000000 predicted=82.263488, expected=136.000000 predicted=84.920864, expected=148.000000 predicted=104.738257, expected=48.000000 predicted=77.789003, expected=64.000000 predicted=79.150220, expected=80.000000 predicted=81.464751, expected=80.000000 predicted=95.382590, expected=72.000000 predicted=92.069266, expected=116.000000 predicted=82.518967, expected=144.000000 predicted=100.760446, expected=76.000000 predicted=87.683037, expected=68.000000 predicted=86.452933, expected=92.000000 predicted=89.071525, expected=56.000000 predicted=84.679977, expected=120.000000 predicted=110.428462, expected=140.000000 predicted=100.875915, expected=132.000000 predicted=104.232546, expected=88.000000 predicted=99.997621, expected=100.000000 predicted=96.062974, expected=92.000000 predicted=106.820878, expected=76.000000 predicted=103.002113, expected=140.000000 predicted=119.790184, expected=108.000000 predicted=99.053946, expected=108.000000 predicted=106.198429, expected=56.000000 predicted=85.587632, expected=104.000000 predicted=95.892662, expected=132.000000 predicted=118.741478, expected=4.000000 predicted=67.635431, expected=64.000000 predicted=83.488574, expected=100.000000 predicted=75.542042, expected=100.000000 predicted=90.040979, expected=64.000000 predicted=85.918614, expected=108.000000 predicted=71.534685, expected=96.000000 predicted=84.678955, expected=44.000000 predicted=77.475092, expected=148.000000 predicted=110.731635, expected=76.000000 predicted=78.055356, expected=164.000000 predicted=123.723750, expected=28.000000 predicted=77.715156, expected=44.000000 predicted=68.567564, expected=88.000000 predicted=99.182524, expected=68.000000 predicted=72.381052, expected=64.000000 predicted=89.798850, expected=132.000000 predicted=79.157176, expected=120.000000 predicted=86.108562, expected=112.000000 predicted=101.405799, expected=60.000000 predicted=81.529157, expected=84.000000 predicted=87.187362, expected=88.000000 predicted=100.602361, expected=132.000000 predicted=110.748104, expected=116.000000 predicted=105.736205, expected=152.000000 predicted=110.697815, expected=80.000000 predicted=97.553963, expected=64.000000 predicted=92.991038, expected=104.000000 predicted=110.728584, expected=64.000000 predicted=89.584924, expected=76.000000 predicted=98.538486, expected=136.000000 predicted=98.282762, expected=128.000000 predicted=97.037051, expected=112.000000 predicted=107.763534, expected=72.000000 predicted=86.654777, expected=72.000000 predicted=88.067550, expected=20.000000 predicted=78.913937, expected=92.000000 predicted=92.911976, expected=80.000000 predicted=81.095406, expected=160.000000 predicted=101.421315, expected=68.000000 predicted=77.887059, expected=132.000000 predicted=90.620647, expected=160.000000 predicted=122.184802, expected=48.000000 predicted=87.463848, expected=88.000000 predicted=116.195809, expected=104.000000 predicted=92.502067, expected=24.000000 predicted=81.115952, expected=96.000000 predicted=104.355396, expected=88.000000 predicted=70.625821, expected=124.000000 predicted=97.333013, expected=68.000000 predicted=85.191320, expected=108.000000 predicted=80.626462, expected=76.000000 predicted=88.687193, expected=172.000000 predicted=118.934991, expected=136.000000 predicted=121.688460, expected=116.000000 predicted=107.776902, expected=136.000000 predicted=125.661031, expected=56.000000 predicted=92.256319, expected=116.000000 predicted=129.684011, expected=116.000000 predicted=115.735635, expected=136.000000 predicted=119.341401, expected=96.000000 predicted=112.448411, expected=92.000000 predicted=92.083786, expected=72.000000 predicted=97.973739, expected=72.000000 predicted=93.443238, expected=92.000000 predicted=99.988020, expected=76.000000 predicted=83.478371, expected=104.000000 predicted=91.432775, expected=104.000000 predicted=88.477267, expected=120.000000 predicted=97.606125, expected=132.000000 predicted=110.072526, expected=92.000000 predicted=97.210160, expected=60.000000 predicted=92.677977, expected=128.000000 predicted=110.109707, expected=148.000000 predicted=121.514419, expected=68.000000 predicted=102.056595, expected=92.000000 predicted=97.846550, expected=76.000000 predicted=82.410361, expected=104.000000 predicted=106.549264, expected=96.000000 predicted=106.091625, expected=124.000000 predicted=97.012964, expected=112.000000 predicted=102.495387, expected=100.000000 predicted=97.739376, expected=88.000000 predicted=100.474827, expected=76.000000 predicted=92.475859, expected=56.000000 predicted=88.574905, expected=128.000000 predicted=104.675819, expected=156.000000 predicted=113.598835, expected=76.000000 predicted=91.755961, expected=128.000000 predicted=107.201578, expected=56.000000 predicted=79.707937, expected=112.000000 predicted=113.181842, expected=32.000000 predicted=89.187099, expected=108.000000 predicted=88.493990, expected=160.000000 predicted=118.317640, expected=116.000000 predicted=95.377065, expected=128.000000 predicted=117.482489, expected=52.000000 predicted=76.131126, expected=76.000000 predicted=98.945503, expected=100.000000 Test MSE: 1252.436
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297])] predicted=15.302958, expected=12.000000 predicted=20.911140, expected=12.000000 predicted=10.186832, expected=36.000000 predicted=20.598542, expected=24.000000 predicted=17.652474, expected=20.000000 predicted=19.282663, expected=40.000000 predicted=25.581048, expected=24.000000 predicted=21.957967, expected=24.000000 predicted=28.932019, expected=24.000000 predicted=26.035470, expected=32.000000 predicted=26.042701, expected=16.000000 predicted=27.196842, expected=36.000000 predicted=27.659489, expected=24.000000 predicted=25.214575, expected=16.000000 predicted=22.428928, expected=8.000000 predicted=22.381709, expected=32.000000 predicted=22.202107, expected=20.000000 predicted=24.069282, expected=16.000000 predicted=19.431658, expected=12.000000 predicted=17.152189, expected=4.000000 predicted=11.266241, expected=16.000000 predicted=19.521477, expected=8.000000 predicted=12.817307, expected=52.000000 predicted=23.478557, expected=16.000000 predicted=16.211727, expected=16.000000 predicted=15.305457, expected=12.000000 predicted=19.638722, expected=20.000000 predicted=16.500419, expected=8.000000 predicted=24.535263, expected=16.000000 predicted=15.083573, expected=36.000000 predicted=21.029428, expected=28.000000 predicted=18.942815, expected=8.000000 predicted=17.771894, expected=32.000000 predicted=21.749148, expected=12.000000 predicted=18.233263, expected=16.000000 predicted=23.110043, expected=52.000000 predicted=31.158069, expected=32.000000 predicted=21.481509, expected=28.000000 predicted=29.727684, expected=48.000000 predicted=31.943475, expected=16.000000 predicted=24.669202, expected=24.000000 predicted=35.926850, expected=40.000000 predicted=33.579660, expected=48.000000 predicted=33.657413, expected=36.000000 predicted=38.327299, expected=4.000000 predicted=22.097540, expected=12.000000 predicted=24.809541, expected=48.000000 predicted=35.575982, expected=20.000000 predicted=28.533199, expected=44.000000 predicted=32.812450, expected=40.000000 predicted=26.124329, expected=20.000000 predicted=23.946448, expected=28.000000 predicted=36.709656, expected=4.000000 predicted=20.595824, expected=8.000000 predicted=24.871770, expected=20.000000 predicted=24.144811, expected=12.000000 predicted=14.515159, expected=20.000000 predicted=18.931653, expected=16.000000 predicted=12.136266, expected=36.000000 predicted=19.364511, expected=12.000000 predicted=18.067041, expected=16.000000 predicted=17.113107, expected=4.000000 predicted=16.062489, expected=8.000000 predicted=13.398248, expected=16.000000 predicted=19.536982, expected=16.000000 predicted=12.064946, expected=32.000000 predicted=18.525014, expected=36.000000 predicted=18.860392, expected=24.000000 predicted=19.536135, expected=28.000000 predicted=24.718986, expected=16.000000 predicted=21.799789, expected=44.000000 predicted=32.622794, expected=56.000000 predicted=38.046492, expected=20.000000 predicted=27.303610, expected=24.000000 predicted=30.977061, expected=44.000000 predicted=32.516267, expected=20.000000 predicted=32.255349, expected=28.000000 predicted=36.693738, expected=56.000000 predicted=34.332300, expected=32.000000 predicted=30.238458, expected=12.000000 predicted=31.791034, expected=40.000000 predicted=31.946582, expected=16.000000 predicted=25.875106, expected=16.000000 predicted=31.897520, expected=4.000000 predicted=20.441131, expected=16.000000 predicted=15.210193, expected=40.000000 predicted=28.446674, expected=24.000000 predicted=18.573660, expected=12.000000 predicted=17.790147, expected=20.000000 predicted=17.438385, expected=16.000000 predicted=18.441267, expected=16.000000 predicted=23.698182, expected=24.000000 predicted=20.896901, expected=28.000000 predicted=19.053601, expected=8.000000 predicted=16.918889, expected=12.000000 predicted=16.803038, expected=12.000000 predicted=15.592878, expected=8.000000 predicted=14.929530, expected=24.000000 predicted=19.574121, expected=20.000000 predicted=13.437632, expected=44.000000 predicted=22.701638, expected=16.000000 predicted=18.166091, expected=20.000000 predicted=19.346483, expected=20.000000 predicted=23.912571, expected=4.000000 predicted=16.488510, expected=12.000000 predicted=23.308424, expected=4.000000 predicted=11.406947, expected=12.000000 predicted=13.090138, expected=12.000000 predicted=12.730613, expected=20.000000 predicted=10.714116, expected=24.000000 predicted=15.494169, expected=4.000000 predicted=9.320176, expected=20.000000 predicted=16.132263, expected=28.000000 predicted=18.258067, expected=20.000000 predicted=18.764230, expected=4.000000 predicted=16.559672, expected=12.000000 predicted=12.592179, expected=16.000000 predicted=16.566997, expected=20.000000 predicted=18.780263, expected=24.000000 predicted=18.391480, expected=16.000000 predicted=13.273734, expected=20.000000 predicted=17.464481, expected=12.000000 predicted=16.488923, expected=12.000000 predicted=16.714005, expected=24.000000 predicted=20.276476, expected=12.000000 predicted=14.689282, expected=20.000000 predicted=18.155415, expected=24.000000 predicted=17.630976, expected=20.000000 predicted=17.096807, expected=12.000000 predicted=18.843728, expected=24.000000 predicted=18.544664, expected=16.000000 predicted=18.374113, expected=8.000000 predicted=16.837004, expected=24.000000 predicted=19.524306, expected=28.000000 predicted=18.312312, expected=16.000000 predicted=19.327090, expected=28.000000 predicted=21.466796, expected=4.000000 predicted=13.314780, expected=4.000000 predicted=16.308687, expected=4.000000 predicted=15.116918, expected=24.000000 predicted=14.811571, expected=20.000000 predicted=17.380237, expected=44.000000 predicted=19.272959, expected=12.000000 predicted=14.367700, expected=16.000000 predicted=16.600991, expected=24.000000 predicted=24.117863, expected=12.000000 predicted=18.059391, expected=8.000000 predicted=22.573849, expected=8.000000 predicted=12.287898, expected=36.000000 predicted=19.895863, expected=16.000000 predicted=17.701910, expected=8.000000 predicted=13.450322, expected=52.000000 predicted=25.177110, expected=16.000000 predicted=16.903429, expected=12.000000 predicted=24.661443, expected=8.000000 predicted=17.605730, expected=44.000000 predicted=22.530669, expected=24.000000 predicted=29.780085, expected=8.000000 predicted=16.722844, expected=12.000000 predicted=17.411356, expected=16.000000 predicted=15.144449, expected=16.000000 predicted=23.121263, expected=40.000000 predicted=24.004161, expected=48.000000 predicted=24.375097, expected=36.000000 predicted=26.311009, expected=8.000000 predicted=22.821101, expected=16.000000 predicted=23.915987, expected=16.000000 predicted=26.973080, expected=12.000000 predicted=24.574700, expected=16.000000 predicted=21.076457, expected=36.000000 predicted=18.760947, expected=12.000000 predicted=15.888093, expected=12.000000 predicted=16.843772, expected=16.000000 predicted=16.636092, expected=12.000000 predicted=14.961391, expected=12.000000 predicted=19.678621, expected=20.000000 predicted=14.772320, expected=68.000000 predicted=29.021438, expected=28.000000 predicted=23.380919, expected=24.000000 predicted=25.173589, expected=28.000000 predicted=27.876676, expected=12.000000 predicted=22.913321, expected=48.000000 predicted=43.854310, expected=40.000000 predicted=30.683051, expected=28.000000 predicted=28.274826, expected=16.000000 predicted=27.733235, expected=40.000000 predicted=28.608787, expected=12.000000 predicted=29.653701, expected=20.000000 predicted=27.930149, expected=12.000000 predicted=21.497035, expected=60.000000 predicted=29.565663, expected=52.000000 predicted=36.911071, expected=40.000000 predicted=29.977049, expected=36.000000 predicted=35.402047, expected=40.000000 predicted=34.261643, expected=44.000000 predicted=47.386392, expected=8.000000 predicted=34.088476, expected=60.000000 predicted=43.252384, expected=40.000000 predicted=36.921838, expected=28.000000 predicted=35.020647, expected=8.000000 predicted=31.944076, expected=28.000000 predicted=24.107809, expected=16.000000 predicted=32.225323, expected=24.000000 predicted=26.478180, expected=56.000000 predicted=32.864271, expected=12.000000 predicted=17.629895, expected=8.000000 predicted=23.322526, expected=32.000000 predicted=25.443195, expected=36.000000 predicted=26.219869, expected=28.000000 predicted=33.644321, expected=24.000000 predicted=22.429565, expected=28.000000 predicted=23.123321, expected=16.000000 predicted=25.733583, expected=16.000000 predicted=25.385467, expected=28.000000 predicted=25.156303, expected=24.000000 predicted=22.332579, expected=12.000000 predicted=20.611864, expected=28.000000 predicted=21.819900, expected=32.000000 predicted=22.834680, expected=8.000000 predicted=20.057215, expected=16.000000 predicted=21.311780, expected=24.000000 predicted=19.000160, expected=20.000000 predicted=21.131014, expected=8.000000 predicted=19.326060, expected=36.000000 predicted=20.291981, expected=24.000000 predicted=19.785473, expected=12.000000 predicted=19.617014, expected=32.000000 predicted=24.857659, expected=16.000000 predicted=16.639936, expected=20.000000 predicted=25.148944, expected=36.000000 predicted=26.356258, expected=16.000000 predicted=17.872562, expected=44.000000 predicted=31.898759, expected=12.000000 predicted=20.248057, expected=32.000000 predicted=26.335017, expected=32.000000 predicted=31.130809, expected=32.000000 predicted=25.166794, expected=12.000000 predicted=28.714349, expected=24.000000 predicted=22.143720, expected=36.000000 predicted=29.725338, expected=28.000000 predicted=27.230363, expected=32.000000 predicted=29.759320, expected=24.000000 predicted=23.346129, expected=32.000000 predicted=28.643925, expected=32.000000 predicted=31.824533, expected=16.000000 predicted=25.195114, expected=20.000000 predicted=26.792187, expected=28.000000 predicted=25.336473, expected=44.000000 predicted=31.069581, expected=40.000000 predicted=31.888867, expected=32.000000 predicted=28.182919, expected=52.000000 predicted=36.637681, expected=16.000000 predicted=29.968641, expected=44.000000 predicted=40.741196, expected=32.000000 predicted=36.097461, expected=20.000000 predicted=29.375053, expected=28.000000 predicted=36.372719, expected=20.000000 predicted=22.820206, expected=52.000000 predicted=37.711313, expected=28.000000 predicted=29.580756, expected=8.000000 predicted=22.310204, expected=64.000000 predicted=38.868370, expected=12.000000 predicted=23.526660, expected=8.000000 predicted=30.629385, expected=24.000000 predicted=26.371336, expected=24.000000 predicted=18.339184, expected=20.000000 predicted=31.311810, expected=24.000000 predicted=18.972769, expected=20.000000 predicted=17.713202, expected=12.000000 predicted=19.814857, expected=8.000000 predicted=17.707560, expected=4.000000 predicted=13.701622, expected=32.000000 predicted=20.124151, expected=24.000000 predicted=17.503690, expected=4.000000 predicted=12.268427, expected=32.000000 predicted=19.406959, expected=28.000000 predicted=17.664338, expected=16.000000 predicted=22.840616, expected=24.000000 predicted=23.483765, expected=16.000000 predicted=16.053122, expected=60.000000 predicted=34.427349, expected=36.000000 predicted=29.668233, expected=12.000000 predicted=23.669610, expected=4.000000 predicted=23.721325, expected=16.000000 predicted=20.662980, expected=12.000000 predicted=26.651699, expected=8.000000 predicted=17.057081, expected=36.000000 predicted=18.061978, expected=24.000000 predicted=14.688919, expected=12.000000 predicted=17.028191, expected=8.000000 predicted=15.632940, expected=12.000000 predicted=13.983944, expected=40.000000 predicted=26.715455, expected=40.000000 predicted=24.748532, expected=52.000000 predicted=29.013584, expected=24.000000 predicted=25.341839, expected=16.000000 predicted=25.805375, expected=28.000000 predicted=34.088377, expected=12.000000 predicted=26.608000, expected=32.000000 predicted=32.587104, expected=40.000000 predicted=27.238018, expected=16.000000 predicted=20.685234, expected=8.000000 predicted=22.464656, expected=28.000000 predicted=21.976329, expected=16.000000 predicted=22.262119, expected=8.000000 predicted=21.240538, expected=20.000000 predicted=17.391512, expected=32.000000 predicted=18.171052, expected=8.000000 predicted=17.972022, expected=52.000000 predicted=27.367073, expected=16.000000 predicted=18.049610, expected=4.000000 predicted=19.247318, expected=40.000000 predicted=30.229638, expected=48.000000 predicted=25.274262, expected=36.000000 predicted=36.289334, expected=36.000000 predicted=30.053090, expected=4.000000 predicted=19.968262, expected=20.000000 predicted=31.185284, expected=16.000000 predicted=28.043944, expected=8.000000 predicted=20.077069, expected=16.000000 predicted=20.582859, expected=48.000000 predicted=20.383812, expected=8.000000 predicted=16.487731, expected=12.000000 predicted=18.300124, expected=16.000000 predicted=16.405590, expected=8.000000 predicted=14.590088, expected=16.000000 predicted=23.415594, expected=28.000000 predicted=15.401167, expected=44.000000 predicted=22.390715, expected=20.000000 predicted=20.474686, expected=28.000000 predicted=22.952479, expected=16.000000 predicted=22.161815, expected=20.000000 predicted=24.965756, expected=8.000000 predicted=24.115143, expected=20.000000 predicted=19.026301, expected=28.000000 predicted=22.415159, expected=20.000000 predicted=17.865648, expected=32.000000 predicted=23.510383, expected=24.000000 predicted=19.638160, expected=20.000000 predicted=22.658637, expected=40.000000 predicted=29.930743, expected=48.000000 predicted=30.768780, expected=36.000000 predicted=33.405790, expected=24.000000 predicted=30.288858, expected=12.000000 predicted=25.637001, expected=32.000000 predicted=33.275153, expected=24.000000 predicted=30.748790, expected=24.000000 predicted=27.014028, expected=24.000000 predicted=24.106756, expected=16.000000 predicted=18.916035, expected=8.000000 predicted=21.197494, expected=8.000000 predicted=17.042175, expected=52.000000 predicted=26.993100, expected=20.000000 predicted=20.079622, expected=16.000000 predicted=19.851312, expected=48.000000 predicted=27.148786, expected=40.000000 predicted=26.082069, expected=12.000000 predicted=32.296051, expected=12.000000 predicted=23.587151, expected=8.000000 predicted=18.431505, expected=32.000000 predicted=29.662292, expected=16.000000 predicted=22.057907, expected=52.000000 predicted=25.691055, expected=44.000000 predicted=27.042963, expected=8.000000 predicted=20.198227, expected=4.000000 predicted=25.568158, expected=20.000000 predicted=21.393897, expected=16.000000 predicted=25.987010, expected=60.000000 predicted=34.818679, expected=48.000000 predicted=25.546226, expected=12.000000 predicted=20.380385, expected=24.000000 predicted=29.403467, expected=12.000000 predicted=22.392886, expected=4.000000 predicted=28.481391, expected=8.000000 predicted=22.330883, expected=12.000000 predicted=11.351225, expected=4.000000 predicted=11.600841, expected=12.000000 predicted=10.200503, expected=36.000000 predicted=14.902941, expected=32.000000 predicted=17.310805, expected=8.000000 predicted=15.262796, expected=8.000000 predicted=14.104665, expected=28.000000 predicted=19.930581, expected=48.000000 predicted=30.830301, expected=12.000000 predicted=21.980995, expected=16.000000 predicted=18.977669, expected=20.000000 predicted=19.270835, expected=12.000000 predicted=20.506548, expected=8.000000 predicted=23.000446, expected=60.000000 predicted=26.554860, expected=52.000000 predicted=28.008486, expected=24.000000 predicted=27.103553, expected=16.000000 predicted=25.784407, expected=20.000000 predicted=23.823049, expected=8.000000 predicted=30.629371, expected=24.000000 predicted=29.534432, expected=60.000000 predicted=30.961418, expected=16.000000 predicted=19.400102, expected=28.000000 predicted=27.494811, expected=48.000000 predicted=29.747442, expected=24.000000 predicted=27.709030, expected=8.000000 predicted=33.819459, expected=12.000000 predicted=20.396393, expected=52.000000 predicted=31.698675, expected=36.000000 predicted=32.533990, expected=8.000000 predicted=21.609248, expected=16.000000 predicted=20.625875, expected=8.000000 predicted=16.475220, expected=24.000000 predicted=28.775637, expected=12.000000 predicted=19.445317, expected=40.000000 predicted=20.316922, expected=24.000000 predicted=19.757451, expected=8.000000 predicted=15.398398, expected=4.000000 predicted=18.476464, expected=16.000000 predicted=15.567598, expected=8.000000 predicted=18.473903, expected=20.000000 predicted=16.783342, expected=44.000000 predicted=19.899586, expected=12.000000 predicted=12.546982, expected=12.000000 predicted=18.674820, expected=16.000000 predicted=16.717162, expected=8.000000 predicted=15.663601, expected=20.000000 predicted=24.140743, expected=56.000000 predicted=25.077593, expected=48.000000 predicted=26.134477, expected=16.000000 predicted=23.805717, expected=16.000000 predicted=23.784235, expected=36.000000 predicted=29.988074, expected=20.000000 Test MSE: 204.560
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404])] predicted=21.038091, expected=24.000000 predicted=25.409560, expected=24.000000 predicted=22.930468, expected=4.000000 predicted=17.814249, expected=8.000000 predicted=17.855071, expected=44.000000 predicted=19.850863, expected=20.000000 predicted=19.980422, expected=24.000000 predicted=23.347377, expected=48.000000 predicted=26.164392, expected=48.000000 predicted=29.532673, expected=40.000000 predicted=40.100217, expected=44.000000 predicted=38.517786, expected=40.000000 predicted=38.839749, expected=28.000000 predicted=40.451644, expected=16.000000 predicted=35.465872, expected=28.000000 predicted=31.426204, expected=52.000000 predicted=34.892666, expected=56.000000 predicted=38.505624, expected=28.000000 predicted=36.449317, expected=40.000000 predicted=37.174240, expected=24.000000 predicted=34.951206, expected=40.000000 predicted=38.879809, expected=28.000000 predicted=37.533003, expected=20.000000 predicted=28.448177, expected=56.000000 predicted=37.051045, expected=44.000000 predicted=34.073857, expected=44.000000 predicted=40.582608, expected=28.000000 predicted=37.933309, expected=16.000000 predicted=30.772383, expected=24.000000 predicted=34.951344, expected=40.000000 predicted=32.064209, expected=60.000000 predicted=37.628324, expected=56.000000 predicted=40.074695, expected=20.000000 predicted=35.568642, expected=16.000000 predicted=34.210839, expected=32.000000 predicted=34.699541, expected=16.000000 predicted=31.404021, expected=36.000000 predicted=32.611158, expected=32.000000 predicted=26.093648, expected=20.000000 predicted=23.821606, expected=24.000000 predicted=28.145017, expected=24.000000 predicted=23.345349, expected=56.000000 predicted=33.417064, expected=32.000000 predicted=32.358359, expected=36.000000 predicted=32.667865, expected=48.000000 predicted=37.719503, expected=32.000000 predicted=34.776261, expected=56.000000 predicted=46.161857, expected=32.000000 predicted=38.682088, expected=28.000000 predicted=37.362460, expected=20.000000 predicted=36.300167, expected=32.000000 predicted=30.744846, expected=44.000000 predicted=37.203585, expected=16.000000 predicted=28.288741, expected=28.000000 predicted=29.140622, expected=52.000000 predicted=31.967535, expected=36.000000 predicted=33.383879, expected=16.000000 predicted=33.964817, expected=44.000000 predicted=32.254911, expected=32.000000 predicted=31.830366, expected=40.000000 predicted=38.003428, expected=20.000000 predicted=32.655033, expected=16.000000 predicted=25.303066, expected=12.000000 predicted=26.980885, expected=36.000000 predicted=25.262554, expected=12.000000 predicted=23.117780, expected=40.000000 predicted=24.288095, expected=56.000000 predicted=30.658424, expected=20.000000 predicted=27.112814, expected=28.000000 predicted=34.758759, expected=40.000000 predicted=30.722164, expected=20.000000 predicted=31.160372, expected=40.000000 predicted=37.409886, expected=44.000000 predicted=31.902962, expected=40.000000 predicted=34.681563, expected=16.000000 predicted=34.505652, expected=20.000000 predicted=28.088018, expected=40.000000 predicted=32.702608, expected=36.000000 predicted=32.432864, expected=40.000000 predicted=34.727771, expected=32.000000 predicted=30.934569, expected=40.000000 predicted=33.589440, expected=48.000000 predicted=40.021090, expected=12.000000 predicted=33.073515, expected=48.000000 predicted=38.360464, expected=20.000000 predicted=31.382974, expected=28.000000 predicted=31.724195, expected=48.000000 predicted=37.452634, expected=36.000000 predicted=29.137421, expected=28.000000 predicted=37.004425, expected=76.000000 predicted=40.937290, expected=72.000000 predicted=47.322301, expected=24.000000 predicted=48.042341, expected=8.000000 predicted=41.055052, expected=20.000000 predicted=32.556161, expected=40.000000 predicted=38.789032, expected=20.000000 predicted=32.894856, expected=12.000000 predicted=22.091191, expected=20.000000 predicted=19.460355, expected=28.000000 predicted=21.412601, expected=44.000000 predicted=29.480065, expected=36.000000 predicted=28.029825, expected=64.000000 predicted=36.173447, expected=28.000000 predicted=35.804024, expected=28.000000 predicted=36.918964, expected=24.000000 predicted=37.106377, expected=16.000000 predicted=28.596210, expected=32.000000 predicted=34.276156, expected=28.000000 predicted=25.718012, expected=40.000000 predicted=29.188265, expected=28.000000 predicted=28.858183, expected=24.000000 predicted=26.887895, expected=32.000000 predicted=31.108060, expected=20.000000 predicted=26.796027, expected=36.000000 predicted=31.261907, expected=12.000000 predicted=24.592707, expected=20.000000 predicted=23.280704, expected=12.000000 predicted=21.953686, expected=8.000000 predicted=15.717637, expected=16.000000 predicted=18.741738, expected=20.000000 predicted=14.077985, expected=24.000000 predicted=17.665056, expected=36.000000 predicted=21.023039, expected=44.000000 predicted=25.723865, expected=20.000000 predicted=26.367248, expected=28.000000 predicted=28.988697, expected=16.000000 predicted=26.001066, expected=16.000000 predicted=24.835239, expected=36.000000 predicted=28.756993, expected=52.000000 predicted=28.765435, expected=40.000000 predicted=33.215859, expected=28.000000 predicted=32.065923, expected=32.000000 predicted=32.730493, expected=24.000000 predicted=32.813718, expected=32.000000 predicted=35.051216, expected=52.000000 predicted=36.646767, expected=36.000000 predicted=33.791249, expected=44.000000 predicted=38.468968, expected=36.000000 predicted=36.846194, expected=28.000000 predicted=35.708320, expected=52.000000 predicted=43.244283, expected=28.000000 predicted=35.707847, expected=52.000000 predicted=41.783642, expected=20.000000 predicted=35.519506, expected=48.000000 predicted=36.982840, expected=4.000000 predicted=33.685269, expected=40.000000 predicted=30.437752, expected=16.000000 predicted=31.254567, expected=12.000000 predicted=20.180264, expected=40.000000 predicted=30.743327, expected=16.000000 predicted=18.005958, expected=12.000000 predicted=24.039669, expected=20.000000 predicted=19.724102, expected=28.000000 predicted=19.137839, expected=28.000000 predicted=25.866121, expected=28.000000 predicted=23.047247, expected=28.000000 predicted=23.955703, expected=36.000000 predicted=27.988999, expected=24.000000 predicted=28.394412, expected=16.000000 predicted=26.127333, expected=8.000000 predicted=22.175166, expected=20.000000 predicted=20.700214, expected=44.000000 predicted=26.262294, expected=28.000000 predicted=24.276911, expected=52.000000 predicted=30.972863, expected=24.000000 predicted=28.599769, expected=16.000000 predicted=28.193663, expected=36.000000 predicted=34.396404, expected=28.000000 predicted=28.087328, expected=32.000000 predicted=33.451291, expected=16.000000 predicted=25.559216, expected=40.000000 predicted=27.282530, expected=44.000000 predicted=33.693168, expected=12.000000 predicted=27.569622, expected=28.000000 predicted=30.240937, expected=36.000000 predicted=27.573912, expected=20.000000 predicted=28.668632, expected=16.000000 predicted=27.936155, expected=24.000000 predicted=21.520499, expected=28.000000 predicted=24.428513, expected=20.000000 predicted=24.793734, expected=16.000000 predicted=20.893060, expected=24.000000 predicted=20.869382, expected=36.000000 predicted=24.790306, expected=24.000000 predicted=25.201819, expected=48.000000 predicted=30.034813, expected=48.000000 predicted=33.317925, expected=20.000000 predicted=32.062147, expected=16.000000 predicted=32.331684, expected=24.000000 predicted=27.348329, expected=16.000000 predicted=26.881368, expected=40.000000 predicted=29.989581, expected=32.000000 predicted=25.451659, expected=24.000000 predicted=25.112516, expected=36.000000 predicted=30.063460, expected=8.000000 predicted=22.894942, expected=20.000000 predicted=26.733949, expected=24.000000 predicted=24.056589, expected=20.000000 predicted=20.673698, expected=32.000000 predicted=26.038002, expected=20.000000 predicted=19.869687, expected=28.000000 predicted=24.166699, expected=24.000000 predicted=24.852852, expected=28.000000 predicted=24.626098, expected=24.000000 predicted=26.704109, expected=20.000000 predicted=23.203082, expected=36.000000 predicted=27.472115, expected=40.000000 predicted=28.988469, expected=24.000000 predicted=28.951327, expected=24.000000 predicted=28.448423, expected=40.000000 predicted=29.939289, expected=24.000000 predicted=30.217942, expected=24.000000 predicted=30.363656, expected=68.000000 predicted=36.155096, expected=44.000000 predicted=36.418607, expected=36.000000 predicted=41.367003, expected=8.000000 predicted=32.783496, expected=48.000000 predicted=35.048322, expected=44.000000 predicted=42.148403, expected=52.000000 predicted=40.228022, expected=24.000000 predicted=37.297956, expected=20.000000 predicted=29.449485, expected=60.000000 predicted=42.409090, expected=36.000000 predicted=37.785830, expected=64.000000 predicted=46.374239, expected=24.000000 predicted=37.933715, expected=40.000000 predicted=38.306136, expected=32.000000 predicted=43.385652, expected=28.000000 predicted=34.547879, expected=20.000000 predicted=36.296252, expected=24.000000 predicted=26.534979, expected=28.000000 predicted=28.779417, expected=12.000000 predicted=23.338637, expected=16.000000 predicted=21.563648, expected=16.000000 predicted=18.622342, expected=20.000000 predicted=18.757260, expected=24.000000 predicted=20.561699, expected=44.000000 predicted=23.204743, expected=12.000000 predicted=21.603336, expected=44.000000 predicted=27.905721, expected=32.000000 predicted=29.194248, expected=36.000000 predicted=30.935023, expected=44.000000 predicted=38.219613, expected=48.000000 predicted=34.782170, expected=88.000000 predicted=52.174796, expected=40.000000 predicted=47.997404, expected=40.000000 predicted=49.314399, expected=32.000000 predicted=47.453527, expected=36.000000 predicted=43.204389, expected=36.000000 predicted=47.067142, expected=72.000000 predicted=44.424087, expected=76.000000 predicted=51.328269, expected=76.000000 predicted=56.955847, expected=28.000000 predicted=53.164733, expected=36.000000 predicted=50.465458, expected=40.000000 predicted=52.647966, expected=16.000000 predicted=42.341230, expected=12.000000 predicted=35.712179, expected=44.000000 predicted=29.402037, expected=16.000000 predicted=25.749108, expected=20.000000 predicted=26.190162, expected=48.000000 predicted=28.005728, expected=32.000000 predicted=26.588207, expected=32.000000 predicted=34.430136, expected=16.000000 predicted=26.561500, expected=28.000000 predicted=26.996672, expected=24.000000 predicted=30.105620, expected=28.000000 predicted=26.590456, expected=52.000000 predicted=32.857790, expected=40.000000 predicted=31.533138, expected=32.000000 predicted=34.769816, expected=20.000000 predicted=31.686469, expected=28.000000 predicted=30.854590, expected=12.000000 predicted=29.424777, expected=40.000000 predicted=29.749924, expected=24.000000 predicted=26.600227, expected=12.000000 predicted=21.540005, expected=16.000000 predicted=22.639157, expected=32.000000 predicted=20.956121, expected=8.000000 predicted=21.786565, expected=48.000000 predicted=26.197087, expected=20.000000 predicted=22.368830, expected=48.000000 predicted=29.215467, expected=56.000000 predicted=38.958991, expected=40.000000 predicted=34.730701, expected=24.000000 predicted=40.701616, expected=16.000000 predicted=30.464883, expected=48.000000 predicted=37.964760, expected=36.000000 predicted=37.277489, expected=24.000000 predicted=32.248556, expected=24.000000 predicted=29.182370, expected=20.000000 predicted=24.863777, expected=12.000000 predicted=26.455148, expected=28.000000 predicted=24.779568, expected=16.000000 predicted=20.111067, expected=44.000000 predicted=25.825664, expected=24.000000 predicted=24.874980, expected=20.000000 predicted=22.965072, expected=36.000000 predicted=29.418538, expected=24.000000 predicted=24.977895, expected=40.000000 predicted=33.329273, expected=16.000000 predicted=26.367765, expected=20.000000 predicted=24.473890, expected=20.000000 predicted=25.983236, expected=28.000000 predicted=23.454154, expected=36.000000 predicted=28.897855, expected=24.000000 predicted=24.078766, expected=28.000000 predicted=26.422727, expected=12.000000 predicted=23.162207, expected=24.000000 predicted=24.357024, expected=32.000000 predicted=26.896671, expected=24.000000 predicted=23.772071, expected=28.000000 predicted=26.219606, expected=20.000000 predicted=22.415807, expected=52.000000 predicted=30.978556, expected=36.000000 predicted=33.015744, expected=52.000000 predicted=36.857231, expected=40.000000 predicted=39.236987, expected=40.000000 predicted=38.143322, expected=36.000000 predicted=43.146597, expected=28.000000 predicted=36.622923, expected=20.000000 predicted=35.191365, expected=24.000000 predicted=30.273313, expected=28.000000 predicted=29.015961, expected=16.000000 predicted=24.967519, expected=4.000000 predicted=19.188508, expected=8.000000 predicted=15.266753, expected=20.000000 predicted=15.991452, expected=12.000000 predicted=14.981996, expected=36.000000 predicted=18.528341, expected=24.000000 predicted=18.089202, expected=40.000000 predicted=24.338263, expected=4.000000 predicted=22.234162, expected=12.000000 predicted=18.802291, expected=24.000000 predicted=23.470421, expected=36.000000 predicted=22.843274, expected=28.000000 predicted=27.012071, expected=16.000000 predicted=19.779363, expected=4.000000 predicted=17.949805, expected=32.000000 predicted=22.609801, expected=8.000000 predicted=19.838550, expected=12.000000 predicted=16.987598, expected=16.000000 predicted=15.517109, expected=16.000000 predicted=12.723999, expected=8.000000 predicted=16.218240, expected=32.000000 predicted=16.346285, expected=16.000000 predicted=16.495277, expected=48.000000 predicted=24.797085, expected=20.000000 predicted=24.271201, expected=16.000000 predicted=21.453430, expected=32.000000 predicted=28.533477, expected=32.000000 predicted=25.311199, expected=48.000000 predicted=35.664817, expected=20.000000 predicted=28.308118, expected=36.000000 predicted=30.232796, expected=40.000000 predicted=34.978399, expected=36.000000 predicted=34.308650, expected=40.000000 predicted=38.847606, expected=28.000000 predicted=32.203472, expected=12.000000 predicted=30.070803, expected=24.000000 predicted=29.217041, expected=8.000000 predicted=22.526280, expected=12.000000 predicted=20.156228, expected=32.000000 predicted=20.999717, expected=36.000000 predicted=21.242033, expected=20.000000 predicted=23.429261, expected=20.000000 predicted=21.397537, expected=16.000000 predicted=20.711311, expected=12.000000 predicted=21.072009, expected=28.000000 predicted=23.083350, expected=12.000000 predicted=17.539573, expected=16.000000 predicted=17.482346, expected=40.000000 predicted=22.365151, expected=20.000000 predicted=20.464023, expected=8.000000 predicted=20.990765, expected=12.000000 predicted=17.136976, expected=16.000000 predicted=16.325947, expected=12.000000 predicted=18.383520, expected=20.000000 predicted=15.825039, expected=12.000000 predicted=13.086613, expected=24.000000 predicted=16.367870, expected=36.000000 predicted=21.613549, expected=24.000000 predicted=21.443395, expected=20.000000 predicted=23.339480, expected=16.000000 predicted=20.768564, expected=28.000000 predicted=23.767737, expected=8.000000 predicted=21.449969, expected=12.000000 predicted=17.603371, expected=24.000000 predicted=18.429480, expected=20.000000 predicted=17.250266, expected=24.000000 predicted=21.107672, expected=12.000000 predicted=16.332084, expected=20.000000 predicted=17.928805, expected=20.000000 predicted=20.044956, expected=36.000000 predicted=22.774100, expected=16.000000 predicted=21.988256, expected=8.000000 predicted=17.529280, expected=12.000000 predicted=17.825253, expected=4.000000 predicted=13.447341, expected=32.000000 predicted=19.855582, expected=24.000000 predicted=17.322713, expected=40.000000 predicted=21.824145, expected=24.000000 predicted=23.948113, expected=28.000000 predicted=24.056970, expected=12.000000 predicted=25.921320, expected=12.000000 predicted=20.959569, expected=24.000000 predicted=23.828576, expected=20.000000 predicted=19.552738, expected=8.000000 predicted=17.654294, expected=16.000000 predicted=15.324437, expected=24.000000 predicted=16.882918, expected=8.000000 predicted=16.187394, expected=20.000000 predicted=17.070719, expected=32.000000 predicted=18.611478, expected=20.000000 predicted=19.681511, expected=16.000000 predicted=20.958139, expected=20.000000 predicted=18.618797, expected=24.000000 predicted=21.125469, expected=12.000000 predicted=20.636403, expected=24.000000 predicted=19.904865, expected=32.000000 predicted=21.905157, expected=16.000000 predicted=20.826994, expected=20.000000 predicted=22.126649, expected=32.000000 predicted=22.562393, expected=16.000000 predicted=22.171878, expected=12.000000 predicted=21.609260, expected=12.000000 predicted=17.047436, expected=16.000000 predicted=16.596707, expected=4.000000 predicted=15.156559, expected=20.000000 predicted=13.951424, expected=20.000000 Test MSE: 192.947
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447])] predicted=158.532296, expected=192.000000 predicted=166.598720, expected=80.000000 predicted=157.029479, expected=168.000000 predicted=181.501149, expected=172.000000 predicted=153.792188, expected=152.000000 predicted=141.582331, expected=148.000000 predicted=167.924265, expected=132.000000 predicted=128.056283, expected=172.000000 predicted=162.599073, expected=172.000000 predicted=160.822994, expected=168.000000 predicted=156.933426, expected=228.000000 predicted=182.955108, expected=184.000000 predicted=164.586814, expected=128.000000 predicted=165.916888, expected=160.000000 predicted=179.868042, expected=144.000000 predicted=157.378615, expected=156.000000 predicted=172.744959, expected=112.000000 predicted=148.033607, expected=196.000000 predicted=158.019308, expected=108.000000 predicted=134.954974, expected=228.000000 predicted=172.747983, expected=120.000000 predicted=145.905043, expected=132.000000 predicted=136.777083, expected=104.000000 predicted=158.299443, expected=184.000000 predicted=139.515649, expected=196.000000 predicted=177.813084, expected=156.000000 predicted=140.202394, expected=212.000000 predicted=178.104308, expected=148.000000 predicted=147.641649, expected=152.000000 predicted=171.957630, expected=128.000000 predicted=168.100658, expected=128.000000 predicted=144.796310, expected=156.000000 predicted=166.417390, expected=228.000000 predicted=167.348056, expected=216.000000 predicted=170.494164, expected=112.000000 predicted=145.407920, expected=140.000000 predicted=164.576621, expected=88.000000 predicted=139.204968, expected=112.000000 predicted=151.302947, expected=184.000000 predicted=167.922597, expected=236.000000 predicted=150.105245, expected=192.000000 predicted=159.978094, expected=168.000000 predicted=157.068974, expected=252.000000 predicted=195.952996, expected=120.000000 predicted=164.412822, expected=160.000000 predicted=197.650132, expected=120.000000 predicted=167.709521, expected=204.000000 predicted=169.066200, expected=148.000000 predicted=178.469761, expected=108.000000 predicted=129.825626, expected=124.000000 predicted=152.781938, expected=116.000000 predicted=123.203705, expected=152.000000 predicted=153.638243, expected=208.000000 predicted=157.988253, expected=248.000000 predicted=165.370000, expected=148.000000 predicted=152.866946, expected=152.000000 predicted=165.978878, expected=176.000000 predicted=178.056538, expected=144.000000 predicted=166.962731, expected=168.000000 predicted=189.081958, expected=208.000000 predicted=173.089897, expected=152.000000 predicted=154.683111, expected=172.000000 predicted=177.024076, expected=192.000000 predicted=174.001576, expected=200.000000 predicted=177.379167, expected=88.000000 predicted=158.551097, expected=132.000000 predicted=158.570421, expected=132.000000 predicted=150.594540, expected=208.000000 predicted=167.360444, expected=132.000000 predicted=153.845252, expected=132.000000 predicted=130.047090, expected=204.000000 predicted=170.155187, expected=128.000000 predicted=133.448333, expected=176.000000 predicted=179.466656, expected=252.000000 predicted=185.470845, expected=232.000000 predicted=174.943466, expected=192.000000 predicted=202.134408, expected=148.000000 predicted=175.727878, expected=100.000000 predicted=163.758189, expected=184.000000 predicted=198.920498, expected=128.000000 predicted=160.468062, expected=176.000000 predicted=166.096688, expected=148.000000 predicted=151.912990, expected=136.000000 predicted=130.790477, expected=120.000000 predicted=153.879585, expected=140.000000 predicted=137.184870, expected=92.000000 predicted=130.998481, expected=164.000000 predicted=145.028684, expected=176.000000 predicted=144.014337, expected=192.000000 predicted=147.007263, expected=224.000000 predicted=178.774813, expected=140.000000 predicted=142.976372, expected=140.000000 predicted=169.495971, expected=176.000000 predicted=178.659182, expected=144.000000 predicted=158.848103, expected=152.000000 predicted=174.194456, expected=220.000000 predicted=174.092790, expected=180.000000 predicted=158.636233, expected=120.000000 predicted=159.349033, expected=196.000000 predicted=179.915078, expected=128.000000 predicted=146.468190, expected=164.000000 predicted=176.612694, expected=108.000000 predicted=150.189052, expected=144.000000 predicted=136.388869, expected=136.000000 predicted=154.774829, expected=192.000000 predicted=148.450007, expected=128.000000 predicted=144.589163, expected=96.000000 predicted=122.545411, expected=120.000000 predicted=140.834470, expected=124.000000 predicted=124.766352, expected=148.000000 predicted=146.290743, expected=140.000000 predicted=130.007218, expected=4.000000 predicted=79.995078, expected=140.000000 predicted=130.854376, expected=68.000000 predicted=91.809459, expected=104.000000 predicted=103.006358, expected=220.000000 predicted=151.210533, expected=148.000000 predicted=86.730265, expected=136.000000 predicted=143.164550, expected=48.000000 predicted=103.174628, expected=172.000000 predicted=139.049565, expected=152.000000 predicted=154.229485, expected=164.000000 predicted=138.462879, expected=220.000000 predicted=170.775845, expected=184.000000 predicted=136.822180, expected=200.000000 predicted=186.870496, expected=144.000000 predicted=168.355925, expected=196.000000 predicted=183.907998, expected=132.000000 predicted=175.099065, expected=184.000000 predicted=176.970610, expected=160.000000 predicted=174.502156, expected=208.000000 predicted=170.221777, expected=172.000000 predicted=179.983206, expected=124.000000 predicted=148.408598, expected=228.000000 predicted=197.619859, expected=104.000000 predicted=143.258828, expected=160.000000 predicted=175.273753, expected=236.000000 predicted=190.132544, expected=208.000000 predicted=160.299327, expected=160.000000 predicted=191.481178, expected=112.000000 predicted=149.143284, expected=72.000000 predicted=140.330633, expected=120.000000 predicted=159.661315, expected=120.000000 predicted=137.787349, expected=148.000000 predicted=131.853800, expected=168.000000 predicted=132.927918, expected=136.000000 predicted=117.463443, expected=120.000000 predicted=132.453180, expected=168.000000 predicted=146.856328, expected=124.000000 predicted=135.454093, expected=232.000000 predicted=177.452163, expected=152.000000 predicted=148.756927, expected=180.000000 predicted=159.063324, expected=96.000000 predicted=153.168829, expected=148.000000 predicted=146.266843, expected=164.000000 predicted=175.524259, expected=56.000000 predicted=112.470032, expected=208.000000 predicted=172.028583, expected=152.000000 predicted=126.645733, expected=196.000000 predicted=156.795630, expected=128.000000 predicted=156.546386, expected=128.000000 predicted=124.460769, expected=144.000000 predicted=167.998951, expected=172.000000 predicted=151.895770, expected=144.000000 predicted=156.708412, expected=252.000000 predicted=176.873471, expected=192.000000 predicted=165.201202, expected=128.000000 predicted=158.098853, expected=52.000000 predicted=147.364632, expected=104.000000 predicted=136.205142, expected=184.000000 predicted=171.624143, expected=200.000000 predicted=155.576634, expected=136.000000 predicted=134.718783, expected=180.000000 predicted=142.007722, expected=124.000000 predicted=137.927585, expected=156.000000 predicted=163.915455, expected=176.000000 predicted=173.840098, expected=108.000000 predicted=131.538856, expected=176.000000 predicted=168.226443, expected=168.000000 predicted=148.362739, expected=208.000000 predicted=168.479836, expected=124.000000 predicted=157.520290, expected=140.000000 predicted=145.766628, expected=188.000000 predicted=175.886748, expected=124.000000 predicted=145.324305, expected=152.000000 predicted=168.215403, expected=128.000000 predicted=138.262463, expected=212.000000 predicted=162.861518, expected=132.000000 predicted=154.564049, expected=144.000000 predicted=144.761271, expected=136.000000 predicted=153.175110, expected=68.000000 predicted=115.956003, expected=84.000000 predicted=138.388460, expected=228.000000 predicted=151.776354, expected=128.000000 predicted=121.410547, expected=176.000000 predicted=149.272494, expected=172.000000 predicted=142.419463, expected=172.000000 predicted=142.329591, expected=132.000000 predicted=174.386075, expected=220.000000 predicted=172.460549, expected=200.000000 predicted=178.933501, expected=236.000000 predicted=193.512207, expected=184.000000 predicted=190.018771, expected=128.000000 predicted=163.081315, expected=216.000000 predicted=210.816823, expected=140.000000 predicted=170.947107, expected=176.000000 predicted=188.814429, expected=156.000000 predicted=171.890448, expected=244.000000 predicted=177.818454, expected=172.000000 predicted=185.917397, expected=136.000000 predicted=159.265338, expected=120.000000 predicted=166.749996, expected=128.000000 predicted=148.726567, expected=228.000000 predicted=193.986799, expected=164.000000 predicted=156.106972, expected=212.000000 predicted=171.757790, expected=164.000000 predicted=163.885806, expected=176.000000 predicted=166.965042, expected=252.000000 predicted=218.090187, expected=152.000000 predicted=169.482763, expected=100.000000 predicted=171.285746, expected=196.000000 predicted=184.196408, expected=224.000000 predicted=180.676478, expected=176.000000 predicted=188.545969, expected=152.000000 predicted=168.668202, expected=248.000000 predicted=185.179530, expected=124.000000 predicted=168.326646, expected=120.000000 predicted=175.541981, expected=144.000000 predicted=167.218284, expected=232.000000 predicted=170.806920, expected=204.000000 predicted=191.277374, expected=144.000000 predicted=152.916259, expected=116.000000 predicted=152.634704, expected=176.000000 predicted=167.040872, expected=164.000000 predicted=175.020829, expected=248.000000 predicted=193.451392, expected=212.000000 predicted=177.621117, expected=204.000000 predicted=177.688719, expected=212.000000 predicted=205.951159, expected=212.000000 predicted=199.257924, expected=204.000000 predicted=218.309910, expected=172.000000 predicted=198.959342, expected=288.000000 predicted=230.232429, expected=232.000000 predicted=215.391184, expected=12.000000 predicted=154.703853, expected=200.000000 predicted=211.398145, expected=88.000000 predicted=140.949607, expected=36.000000 predicted=137.669200, expected=220.000000 predicted=180.824316, expected=156.000000 predicted=91.293029, expected=160.000000 predicted=156.429874, expected=224.000000 predicted=162.144392, expected=204.000000 predicted=144.726964, expected=140.000000 predicted=182.836355, expected=188.000000 predicted=183.394517, expected=108.000000 predicted=152.610864, expected=200.000000 predicted=190.317183, expected=264.000000 predicted=201.695743, expected=196.000000 predicted=170.581152, expected=112.000000 predicted=175.046152, expected=168.000000 predicted=169.311301, expected=244.000000 predicted=200.850100, expected=168.000000 predicted=191.138289, expected=168.000000 predicted=184.967604, expected=160.000000 predicted=162.327967, expected=212.000000 predicted=184.823781, expected=112.000000 predicted=173.226372, expected=128.000000 predicted=158.481168, expected=112.000000 predicted=147.006653, expected=180.000000 predicted=153.170962, expected=200.000000 predicted=172.642560, expected=192.000000 predicted=152.145933, expected=148.000000 predicted=156.205187, expected=128.000000 predicted=148.722261, expected=136.000000 predicted=161.969775, expected=140.000000 predicted=158.450506, expected=132.000000 predicted=149.736675, expected=244.000000 predicted=172.395570, expected=204.000000 predicted=160.181342, expected=152.000000 predicted=160.401097, expected=184.000000 predicted=180.522387, expected=116.000000 predicted=149.912013, expected=156.000000 predicted=184.587329, expected=208.000000 predicted=183.580768, expected=188.000000 predicted=162.308303, expected=172.000000 predicted=176.391656, expected=164.000000 predicted=161.322702, expected=176.000000 predicted=172.760314, expected=168.000000 predicted=180.683805, expected=148.000000 predicted=168.271529, expected=164.000000 predicted=167.984204, expected=180.000000 predicted=167.719273, expected=156.000000 predicted=163.362243, expected=172.000000 predicted=168.844234, expected=184.000000 predicted=167.439057, expected=192.000000 predicted=174.383192, expected=108.000000 predicted=156.726196, expected=140.000000 predicted=159.489310, expected=100.000000 predicted=142.287251, expected=200.000000 predicted=165.954438, expected=140.000000 predicted=150.079530, expected=168.000000 predicted=142.034956, expected=148.000000 predicted=151.720008, expected=88.000000 predicted=120.536259, expected=168.000000 predicted=168.216521, expected=232.000000 predicted=164.280903, expected=188.000000 predicted=163.479794, expected=148.000000 predicted=162.892997, expected=160.000000 predicted=155.502301, expected=172.000000 predicted=172.375915, expected=144.000000 predicted=175.402836, expected=156.000000 predicted=167.021141, expected=188.000000 predicted=164.527755, expected=256.000000 predicted=188.303675, expected=120.000000 predicted=158.819546, expected=120.000000 predicted=160.297385, expected=168.000000 predicted=170.483521, expected=96.000000 predicted=140.974197, expected=172.000000 predicted=180.096114, expected=204.000000 predicted=152.125587, expected=172.000000 predicted=146.573219, expected=140.000000 predicted=162.116751, expected=136.000000 predicted=143.184791, expected=208.000000 predicted=178.047924, expected=96.000000 predicted=148.985159, expected=112.000000 predicted=148.020090, expected=172.000000 predicted=152.299327, expected=252.000000 predicted=166.567809, expected=152.000000 predicted=166.104839, expected=164.000000 predicted=156.583429, expected=204.000000 predicted=174.846931, expected=192.000000 predicted=179.113912, expected=108.000000 predicted=178.424037, expected=180.000000 predicted=173.963342, expected=136.000000 predicted=154.133718, expected=176.000000 predicted=171.959021, expected=124.000000 predicted=155.954621, expected=132.000000 predicted=134.604340, expected=104.000000 predicted=143.130452, expected=160.000000 predicted=140.934498, expected=252.000000 predicted=177.591636, expected=264.000000 predicted=175.789974, expected=192.000000 predicted=178.360280, expected=156.000000 predicted=175.654066, expected=144.000000 predicted=181.365625, expected=176.000000 predicted=199.794490, expected=124.000000 predicted=177.055072, expected=240.000000 predicted=191.621062, expected=172.000000 predicted=163.033473, expected=128.000000 predicted=153.047365, expected=164.000000 predicted=177.579497, expected=100.000000 predicted=132.559919, expected=84.000000 predicted=152.006611, expected=160.000000 predicted=149.710652, expected=240.000000 predicted=154.702907, expected=200.000000 predicted=162.186066, expected=156.000000 predicted=152.062657, expected=68.000000 predicted=128.350969, expected=220.000000 predicted=184.367806, expected=164.000000 predicted=174.286018, expected=108.000000 predicted=148.928368, expected=136.000000 predicted=155.224740, expected=200.000000 predicted=141.067721, expected=120.000000 predicted=154.125795, expected=116.000000 predicted=145.341715, expected=120.000000 predicted=130.607470, expected=148.000000 predicted=136.185749, expected=196.000000 predicted=166.486338, expected=248.000000 predicted=167.178679, expected=152.000000 predicted=150.421612, expected=80.000000 predicted=142.011474, expected=136.000000 predicted=161.172043, expected=192.000000 predicted=170.186527, expected=136.000000 predicted=161.194711, expected=116.000000 predicted=139.987760, expected=228.000000 predicted=157.577807, expected=108.000000 predicted=130.468511, expected=188.000000 predicted=177.228856, expected=96.000000 predicted=136.657691, expected=224.000000 predicted=162.223794, expected=200.000000 predicted=187.327644, expected=184.000000 predicted=154.214740, expected=188.000000 predicted=191.509019, expected=188.000000 predicted=165.500666, expected=176.000000 predicted=194.370476, expected=128.000000 predicted=172.253660, expected=148.000000 predicted=170.097499, expected=100.000000 predicted=148.095325, expected=156.000000 predicted=157.189455, expected=152.000000 predicted=149.311413, expected=220.000000 predicted=157.613538, expected=136.000000 predicted=147.477883, expected=132.000000 predicted=140.696568, expected=184.000000 predicted=171.402972, expected=160.000000 predicted=153.465320, expected=184.000000 predicted=181.656738, expected=164.000000 predicted=158.491857, expected=180.000000 predicted=163.260543, expected=128.000000 predicted=162.592673, expected=152.000000 predicted=160.807994, expected=232.000000 predicted=187.322040, expected=148.000000 predicted=155.127148, expected=144.000000 predicted=167.885271, expected=196.000000 predicted=171.617596, expected=148.000000 predicted=154.854284, expected=124.000000 predicted=170.600672, expected=152.000000 predicted=156.170311, expected=196.000000 predicted=160.449991, expected=176.000000 predicted=168.593625, expected=140.000000 predicted=153.542340, expected=172.000000 predicted=161.013458, expected=204.000000 predicted=173.332640, expected=156.000000 predicted=169.888699, expected=168.000000 predicted=174.480216, expected=180.000000 predicted=168.580828, expected=144.000000 predicted=161.972168, expected=136.000000 predicted=168.374737, expected=268.000000 predicted=192.265444, expected=156.000000 predicted=160.455354, expected=128.000000 predicted=167.201250, expected=124.000000 predicted=160.290087, expected=156.000000 predicted=150.040392, expected=112.000000 predicted=164.226548, expected=116.000000 predicted=134.860421, expected=160.000000 predicted=139.476201, expected=164.000000 predicted=135.909631, expected=176.000000 predicted=154.059685, expected=144.000000 predicted=141.036268, expected=168.000000 predicted=152.626856, expected=144.000000 Test MSE: 2228.951
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567])] predicted=34.642417, expected=56.000000 predicted=42.988714, expected=16.000000 predicted=24.615874, expected=40.000000 predicted=38.316633, expected=84.000000 predicted=47.922951, expected=64.000000 predicted=46.921844, expected=56.000000 predicted=55.980937, expected=24.000000 predicted=35.860581, expected=16.000000 predicted=40.005591, expected=64.000000 predicted=58.962471, expected=44.000000 predicted=46.465424, expected=40.000000 predicted=45.426448, expected=60.000000 predicted=41.172477, expected=48.000000 predicted=40.394989, expected=68.000000 predicted=59.838738, expected=40.000000 predicted=45.507108, expected=36.000000 predicted=46.147384, expected=32.000000 predicted=44.932487, expected=40.000000 predicted=44.115001, expected=52.000000 predicted=49.790663, expected=16.000000 predicted=32.199183, expected=48.000000 predicted=40.708730, expected=76.000000 predicted=46.496101, expected=36.000000 predicted=42.728324, expected=12.000000 predicted=37.654174, expected=28.000000 predicted=29.953633, expected=124.000000 predicted=67.566135, expected=92.000000 predicted=67.287967, expected=64.000000 predicted=59.865272, expected=16.000000 predicted=38.694349, expected=20.000000 predicted=46.676647, expected=12.000000 predicted=56.093610, expected=64.000000 predicted=58.380691, expected=40.000000 predicted=39.251624, expected=68.000000 predicted=42.174007, expected=28.000000 predicted=30.642149, expected=44.000000 predicted=40.034861, expected=28.000000 predicted=42.835798, expected=32.000000 predicted=39.662578, expected=92.000000 predicted=60.795981, expected=112.000000 predicted=62.206581, expected=80.000000 predicted=65.025276, expected=56.000000 predicted=57.848770, expected=44.000000 predicted=56.905882, expected=156.000000 predicted=106.328270, expected=92.000000 predicted=90.028288, expected=60.000000 predicted=80.653540, expected=52.000000 predicted=66.423504, expected=48.000000 predicted=66.089111, expected=60.000000 predicted=87.544004, expected=24.000000 predicted=53.748026, expected=64.000000 predicted=57.196172, expected=48.000000 predicted=47.137953, expected=56.000000 predicted=52.832490, expected=96.000000 predicted=65.411179, expected=76.000000 predicted=57.441583, expected=60.000000 predicted=65.837286, expected=24.000000 predicted=49.558599, expected=76.000000 predicted=67.896466, expected=28.000000 predicted=56.220754, expected=72.000000 predicted=65.632936, expected=160.000000 predicted=85.224318, expected=100.000000 predicted=71.771645, expected=56.000000 predicted=77.694821, expected=28.000000 predicted=55.252822, expected=48.000000 predicted=72.660652, expected=72.000000 predicted=89.691047, expected=48.000000 predicted=62.200083, expected=48.000000 predicted=51.056777, expected=104.000000 predicted=63.519050, expected=32.000000 predicted=48.916423, expected=52.000000 predicted=63.314303, expected=56.000000 predicted=52.280005, expected=60.000000 predicted=59.174769, expected=72.000000 predicted=70.410269, expected=116.000000 predicted=70.937510, expected=36.000000 predicted=54.574254, expected=44.000000 predicted=61.801443, expected=48.000000 predicted=56.867557, expected=56.000000 predicted=64.125102, expected=16.000000 predicted=53.884079, expected=84.000000 predicted=55.475525, expected=136.000000 predicted=74.109394, expected=40.000000 predicted=54.284137, expected=52.000000 predicted=63.848394, expected=40.000000 predicted=46.534241, expected=56.000000 predicted=70.611798, expected=28.000000 predicted=63.173986, expected=24.000000 predicted=37.855721, expected=68.000000 predicted=50.871626, expected=60.000000 predicted=46.629939, expected=36.000000 predicted=45.577523, expected=32.000000 predicted=37.354345, expected=48.000000 predicted=42.367490, expected=32.000000 predicted=45.713278, expected=96.000000 predicted=63.589087, expected=104.000000 predicted=61.800806, expected=60.000000 predicted=57.112008, expected=16.000000 predicted=48.253769, expected=56.000000 predicted=56.922603, expected=52.000000 predicted=64.984761, expected=28.000000 predicted=56.201018, expected=48.000000 predicted=47.663240, expected=96.000000 predicted=53.889818, expected=108.000000 predicted=71.787658, expected=20.000000 predicted=47.429255, expected=44.000000 predicted=53.800194, expected=92.000000 predicted=68.955947, expected=12.000000 predicted=53.915381, expected=56.000000 predicted=68.734195, expected=64.000000 predicted=43.515153, expected=72.000000 predicted=58.977885, expected=48.000000 predicted=59.751336, expected=24.000000 predicted=36.865651, expected=60.000000 predicted=56.960194, expected=28.000000 predicted=44.576161, expected=48.000000 predicted=53.163341, expected=56.000000 predicted=45.568904, expected=52.000000 predicted=43.238228, expected=28.000000 predicted=43.501028, expected=36.000000 predicted=39.280113, expected=76.000000 predicted=54.833562, expected=44.000000 predicted=46.586386, expected=88.000000 predicted=63.584671, expected=72.000000 predicted=53.074909, expected=32.000000 predicted=50.198952, expected=32.000000 predicted=55.971930, expected=48.000000 predicted=50.212073, expected=120.000000 predicted=81.349491, expected=48.000000 predicted=53.829204, expected=72.000000 predicted=61.856553, expected=60.000000 predicted=55.295576, expected=80.000000 predicted=71.554633, expected=40.000000 predicted=69.400694, expected=24.000000 predicted=48.717869, expected=56.000000 predicted=58.587720, expected=52.000000 predicted=51.750725, expected=48.000000 predicted=54.340615, expected=112.000000 predicted=65.925602, expected=76.000000 predicted=55.471801, expected=36.000000 predicted=58.308853, expected=52.000000 predicted=60.154887, expected=56.000000 predicted=58.718906, expected=100.000000 predicted=84.844833, expected=68.000000 predicted=64.219504, expected=36.000000 predicted=51.572452, expected=60.000000 predicted=61.466878, expected=28.000000 predicted=49.925891, expected=16.000000 predicted=52.766809, expected=20.000000 predicted=38.393909, expected=28.000000 predicted=31.330106, expected=36.000000 predicted=36.145494, expected=68.000000 predicted=39.660937, expected=52.000000 predicted=35.175117, expected=52.000000 predicted=42.444957, expected=20.000000 predicted=34.644012, expected=48.000000 predicted=47.082230, expected=40.000000 predicted=46.481541, expected=48.000000 predicted=46.605919, expected=52.000000 predicted=45.710912, expected=60.000000 predicted=44.500623, expected=28.000000 predicted=41.475676, expected=24.000000 predicted=39.254480, expected=64.000000 predicted=50.553557, expected=24.000000 predicted=37.282789, expected=64.000000 predicted=53.414435, expected=76.000000 predicted=47.683622, expected=80.000000 predicted=56.446113, expected=32.000000 predicted=51.339503, expected=32.000000 predicted=45.346523, expected=32.000000 predicted=49.350480, expected=28.000000 predicted=47.187190, expected=60.000000 predicted=53.362877, expected=60.000000 predicted=42.037638, expected=60.000000 predicted=46.912357, expected=64.000000 predicted=50.608835, expected=28.000000 predicted=41.220922, expected=52.000000 predicted=56.457787, expected=72.000000 predicted=58.845311, expected=28.000000 predicted=46.151436, expected=136.000000 predicted=82.352089, expected=76.000000 predicted=55.822849, expected=36.000000 predicted=62.243307, expected=48.000000 predicted=62.982552, expected=68.000000 predicted=60.345790, expected=60.000000 predicted=77.761450, expected=44.000000 predicted=56.137545, expected=72.000000 predicted=56.460720, expected=56.000000 predicted=54.504770, expected=48.000000 predicted=58.472628, expected=32.000000 predicted=48.538647, expected=32.000000 predicted=44.355317, expected=56.000000 predicted=54.242415, expected=24.000000 predicted=38.306820, expected=92.000000 predicted=59.479053, expected=68.000000 predicted=47.581392, expected=68.000000 predicted=57.786357, expected=56.000000 predicted=57.838509, expected=72.000000 predicted=60.489283, expected=20.000000 predicted=56.450717, expected=100.000000 predicted=75.577066, expected=128.000000 predicted=80.687392, expected=132.000000 predicted=90.997330, expected=52.000000 predicted=73.819045, expected=48.000000 predicted=67.165499, expected=84.000000 predicted=91.008511, expected=52.000000 predicted=81.593832, expected=76.000000 predicted=85.353775, expected=64.000000 predicted=59.590196, expected=84.000000 predicted=69.775065, expected=56.000000 predicted=67.177214, expected=40.000000 predicted=57.076019, expected=64.000000 predicted=66.420438, expected=24.000000 predicted=48.366315, expected=56.000000 predicted=61.302801, expected=92.000000 predicted=61.785721, expected=92.000000 predicted=63.927044, expected=56.000000 predicted=61.846599, expected=44.000000 predicted=52.704796, expected=64.000000 predicted=65.521487, expected=44.000000 predicted=63.740122, expected=68.000000 predicted=68.828601, expected=76.000000 predicted=60.740770, expected=84.000000 predicted=65.111967, expected=48.000000 predicted=59.582977, expected=52.000000 predicted=58.780873, expected=60.000000 predicted=63.757062, expected=60.000000 predicted=64.507512, expected=76.000000 predicted=69.453064, expected=84.000000 predicted=64.892749, expected=76.000000 predicted=67.056708, expected=44.000000 predicted=60.587374, expected=52.000000 predicted=63.030714, expected=76.000000 predicted=70.803832, expected=32.000000 predicted=56.620565, expected=80.000000 predicted=69.466262, expected=56.000000 predicted=51.636274, expected=72.000000 predicted=64.234931, expected=52.000000 predicted=60.055784, expected=32.000000 predicted=46.901425, expected=28.000000 predicted=52.334250, expected=24.000000 predicted=41.503926, expected=80.000000 predicted=59.571893, expected=80.000000 predicted=54.019194, expected=68.000000 predicted=52.753258, expected=40.000000 predicted=46.093087, expected=64.000000 predicted=56.453447, expected=68.000000 predicted=67.964063, expected=32.000000 predicted=55.836600, expected=16.000000 predicted=45.061588, expected=64.000000 predicted=50.937777, expected=72.000000 predicted=56.759805, expected=36.000000 predicted=47.845366, expected=68.000000 predicted=51.686148, expected=40.000000 predicted=40.215481, expected=28.000000 predicted=49.743856, expected=36.000000 predicted=48.274127, expected=64.000000 predicted=48.122557, expected=100.000000 predicted=66.848710, expected=80.000000 predicted=58.350611, expected=84.000000 predicted=64.875003, expected=28.000000 predicted=51.262651, expected=72.000000 predicted=73.662620, expected=32.000000 predicted=61.029345, expected=36.000000 predicted=57.205955, expected=108.000000 predicted=74.178703, expected=40.000000 predicted=42.796982, expected=40.000000 predicted=57.582034, expected=48.000000 predicted=45.984402, expected=44.000000 predicted=48.738259, expected=44.000000 predicted=60.081946, expected=104.000000 predicted=62.907943, expected=76.000000 predicted=57.140972, expected=44.000000 predicted=56.003906, expected=48.000000 predicted=55.478613, expected=40.000000 predicted=52.536486, expected=32.000000 predicted=59.643495, expected=64.000000 predicted=58.149743, expected=84.000000 predicted=56.669938, expected=64.000000 predicted=55.358724, expected=32.000000 predicted=46.370954, expected=24.000000 predicted=42.289756, expected=28.000000 predicted=47.283357, expected=76.000000 predicted=62.793156, expected=64.000000 predicted=51.907597, expected=44.000000 predicted=42.968298, expected=64.000000 predicted=49.402741, expected=48.000000 predicted=47.467339, expected=76.000000 predicted=68.766152, expected=64.000000 predicted=59.751987, expected=40.000000 predicted=51.228471, expected=32.000000 predicted=51.209590, expected=64.000000 predicted=56.061327, expected=96.000000 predicted=70.999410, expected=36.000000 predicted=50.394261, expected=48.000000 predicted=52.305088, expected=44.000000 predicted=46.669019, expected=40.000000 predicted=53.973314, expected=40.000000 predicted=55.359106, expected=92.000000 predicted=57.677255, expected=76.000000 predicted=56.979835, expected=28.000000 predicted=46.579664, expected=68.000000 predicted=58.992724, expected=48.000000 predicted=51.200536, expected=56.000000 predicted=66.932606, expected=84.000000 predicted=67.118851, expected=100.000000 predicted=65.341951, expected=80.000000 predicted=72.619931, expected=76.000000 predicted=70.944916, expected=108.000000 predicted=85.245682, expected=80.000000 predicted=84.039728, expected=72.000000 predicted=86.693929, expected=64.000000 predicted=76.260539, expected=40.000000 predicted=66.748046, expected=56.000000 predicted=74.304339, expected=68.000000 predicted=66.370186, expected=68.000000 predicted=64.370419, expected=56.000000 predicted=58.654680, expected=84.000000 predicted=64.224367, expected=88.000000 predicted=70.527583, expected=56.000000 predicted=66.336584, expected=52.000000 predicted=65.205375, expected=64.000000 predicted=64.488807, expected=36.000000 predicted=59.888156, expected=92.000000 predicted=76.663985, expected=68.000000 predicted=58.737984, expected=88.000000 predicted=71.183035, expected=56.000000 predicted=62.254113, expected=16.000000 predicted=47.380353, expected=84.000000 predicted=77.131226, expected=44.000000 predicted=53.930548, expected=60.000000 predicted=66.218309, expected=64.000000 predicted=54.470207, expected=76.000000 predicted=55.648609, expected=60.000000 predicted=65.740912, expected=52.000000 predicted=56.017032, expected=56.000000 predicted=60.090650, expected=16.000000 predicted=46.700382, expected=48.000000 predicted=56.699535, expected=76.000000 predicted=56.612661, expected=56.000000 predicted=51.363363, expected=28.000000 predicted=44.289847, expected=16.000000 predicted=31.540811, expected=24.000000 predicted=39.308832, expected=56.000000 predicted=51.162244, expected=56.000000 predicted=44.288706, expected=88.000000 predicted=52.066691, expected=92.000000 predicted=55.535241, expected=72.000000 predicted=59.849108, expected=40.000000 predicted=59.447030, expected=44.000000 predicted=60.325252, expected=28.000000 predicted=57.238226, expected=72.000000 predicted=68.343576, expected=76.000000 predicted=60.645658, expected=44.000000 predicted=47.451937, expected=64.000000 predicted=56.052726, expected=28.000000 predicted=41.141231, expected=36.000000 predicted=54.722323, expected=8.000000 predicted=38.732980, expected=68.000000 predicted=50.194223, expected=64.000000 predicted=49.212722, expected=60.000000 predicted=46.008428, expected=88.000000 predicted=58.395564, expected=44.000000 predicted=43.591382, expected=56.000000 predicted=64.678652, expected=28.000000 predicted=49.667164, expected=76.000000 predicted=65.245031, expected=68.000000 predicted=63.849242, expected=68.000000 predicted=58.365182, expected=44.000000 predicted=52.601685, expected=36.000000 predicted=46.378952, expected=40.000000 predicted=55.332850, expected=80.000000 predicted=63.993002, expected=60.000000 predicted=56.338960, expected=56.000000 predicted=52.955651, expected=52.000000 predicted=49.977419, expected=20.000000 predicted=42.543561, expected=28.000000 predicted=50.806244, expected=44.000000 predicted=45.840159, expected=84.000000 predicted=57.484452, expected=48.000000 predicted=45.337556, expected=100.000000 predicted=60.843958, expected=72.000000 predicted=56.036496, expected=32.000000 predicted=54.708027, expected=56.000000 predicted=66.979911, expected=20.000000 predicted=44.543253, expected=28.000000 predicted=56.208564, expected=36.000000 predicted=43.595842, expected=52.000000 predicted=40.353729, expected=84.000000 predicted=56.044706, expected=32.000000 predicted=34.430188, expected=64.000000 predicted=51.484640, expected=40.000000 predicted=43.814822, expected=48.000000 predicted=54.081490, expected=56.000000 predicted=58.186314, expected=112.000000 predicted=67.311363, expected=80.000000 predicted=67.028414, expected=24.000000 predicted=49.423488, expected=72.000000 predicted=65.386105, expected=24.000000 Test MSE: 710.270
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528])] predicted=41.588993, expected=12.000000 predicted=35.309566, expected=28.000000 predicted=38.600439, expected=24.000000 predicted=33.849515, expected=20.000000 predicted=26.256738, expected=56.000000 predicted=33.294074, expected=28.000000 predicted=22.961549, expected=36.000000 predicted=32.444533, expected=48.000000 predicted=36.512009, expected=40.000000 predicted=35.399868, expected=16.000000 predicted=36.968643, expected=24.000000 predicted=35.321452, expected=28.000000 predicted=32.888419, expected=24.000000 predicted=28.968890, expected=8.000000 predicted=23.128326, expected=16.000000 predicted=21.380859, expected=32.000000 predicted=22.561904, expected=24.000000 predicted=19.248477, expected=16.000000 predicted=19.395109, expected=24.000000 predicted=21.394374, expected=16.000000 predicted=20.468535, expected=24.000000 predicted=23.143786, expected=44.000000 predicted=24.801002, expected=52.000000 predicted=26.466815, expected=28.000000 predicted=28.067255, expected=40.000000 predicted=36.154985, expected=32.000000 predicted=36.488602, expected=60.000000 predicted=43.379222, expected=20.000000 predicted=35.188873, expected=36.000000 predicted=38.526393, expected=28.000000 predicted=37.053834, expected=32.000000 predicted=34.061142, expected=20.000000 predicted=32.869027, expected=40.000000 predicted=30.544067, expected=76.000000 predicted=38.426789, expected=64.000000 predicted=37.491688, expected=32.000000 predicted=41.568744, expected=56.000000 predicted=52.945860, expected=36.000000 predicted=49.296990, expected=52.000000 predicted=53.663535, expected=20.000000 predicted=42.423612, expected=20.000000 predicted=37.740820, expected=32.000000 predicted=38.720054, expected=20.000000 predicted=27.856485, expected=20.000000 predicted=27.706797, expected=4.000000 predicted=19.433844, expected=36.000000 predicted=24.362037, expected=28.000000 predicted=20.774750, expected=16.000000 predicted=18.610811, expected=44.000000 predicted=27.585380, expected=32.000000 predicted=23.980013, expected=52.000000 predicted=34.573850, expected=16.000000 predicted=29.159020, expected=24.000000 predicted=32.946058, expected=40.000000 predicted=36.764315, expected=24.000000 predicted=28.189295, expected=40.000000 predicted=33.603339, expected=12.000000 predicted=24.625937, expected=40.000000 predicted=32.353979, expected=8.000000 predicted=25.393174, expected=32.000000 predicted=27.528526, expected=28.000000 predicted=26.339806, expected=36.000000 predicted=24.634328, expected=32.000000 predicted=28.736340, expected=32.000000 predicted=27.832348, expected=20.000000 predicted=29.846012, expected=32.000000 predicted=31.332535, expected=28.000000 predicted=29.337578, expected=12.000000 predicted=24.804112, expected=32.000000 predicted=28.308222, expected=32.000000 predicted=24.949523, expected=12.000000 predicted=22.413333, expected=32.000000 predicted=27.213263, expected=48.000000 predicted=27.737109, expected=8.000000 predicted=22.951848, expected=20.000000 predicted=28.683373, expected=32.000000 predicted=27.112958, expected=16.000000 predicted=22.935529, expected=12.000000 predicted=23.312834, expected=16.000000 predicted=18.848273, expected=44.000000 predicted=23.613005, expected=32.000000 predicted=21.695559, expected=32.000000 predicted=24.706147, expected=24.000000 predicted=27.497436, expected=56.000000 predicted=35.536893, expected=16.000000 predicted=30.105531, expected=28.000000 predicted=33.324925, expected=64.000000 predicted=39.320437, expected=48.000000 predicted=33.853584, expected=48.000000 predicted=42.737761, expected=36.000000 predicted=41.294668, expected=52.000000 predicted=47.494129, expected=32.000000 predicted=45.090121, expected=12.000000 predicted=38.002470, expected=36.000000 predicted=39.893851, expected=24.000000 predicted=29.957118, expected=44.000000 predicted=32.963290, expected=28.000000 predicted=27.885612, expected=16.000000 predicted=26.553583, expected=24.000000 predicted=31.105261, expected=32.000000 predicted=27.833238, expected=28.000000 predicted=26.766041, expected=56.000000 predicted=31.406698, expected=24.000000 predicted=26.750636, expected=48.000000 predicted=37.349411, expected=44.000000 predicted=38.572654, expected=16.000000 predicted=33.777760, expected=16.000000 predicted=36.949095, expected=60.000000 predicted=37.454365, expected=28.000000 predicted=29.455629, expected=36.000000 predicted=33.912714, expected=44.000000 predicted=35.350225, expected=40.000000 predicted=35.456037, expected=28.000000 predicted=38.888035, expected=28.000000 predicted=35.480527, expected=52.000000 predicted=39.190820, expected=20.000000 predicted=31.743918, expected=16.000000 predicted=32.165054, expected=8.000000 predicted=27.623735, expected=20.000000 predicted=24.529640, expected=12.000000 predicted=19.850904, expected=20.000000 predicted=15.935067, expected=52.000000 predicted=22.097376, expected=16.000000 predicted=16.589229, expected=24.000000 predicted=25.971320, expected=28.000000 predicted=27.258418, expected=36.000000 predicted=27.958997, expected=8.000000 predicted=25.392291, expected=28.000000 predicted=26.120516, expected=32.000000 predicted=25.774640, expected=44.000000 predicted=27.437201, expected=36.000000 predicted=29.378474, expected=28.000000 predicted=29.357027, expected=24.000000 predicted=33.257809, expected=8.000000 predicted=28.635077, expected=48.000000 predicted=33.825699, expected=68.000000 predicted=32.871437, expected=32.000000 predicted=28.974940, expected=4.000000 predicted=32.752156, expected=60.000000 predicted=43.723642, expected=64.000000 predicted=41.252227, expected=16.000000 predicted=34.513068, expected=28.000000 predicted=40.439282, expected=32.000000 predicted=36.050313, expected=28.000000 predicted=35.403143, expected=48.000000 predicted=36.771549, expected=8.000000 predicted=23.732256, expected=8.000000 predicted=28.153349, expected=20.000000 predicted=27.026727, expected=4.000000 predicted=16.563429, expected=48.000000 predicted=24.420841, expected=48.000000 predicted=19.103799, expected=36.000000 predicted=24.076590, expected=52.000000 predicted=37.284555, expected=12.000000 predicted=31.308091, expected=36.000000 predicted=42.201700, expected=28.000000 predicted=34.964555, expected=8.000000 predicted=26.706060, expected=8.000000 predicted=26.282462, expected=16.000000 predicted=19.087331, expected=8.000000 predicted=15.463711, expected=24.000000 predicted=15.869260, expected=8.000000 predicted=10.339944, expected=24.000000 predicted=15.680291, expected=20.000000 predicted=15.936920, expected=8.000000 predicted=14.154734, expected=12.000000 predicted=17.481840, expected=20.000000 predicted=15.684177, expected=20.000000 predicted=15.864641, expected=20.000000 predicted=16.099635, expected=28.000000 predicted=18.391401, expected=28.000000 predicted=20.555800, expected=44.000000 predicted=26.794710, expected=28.000000 predicted=26.095775, expected=16.000000 predicted=27.637304, expected=20.000000 predicted=29.567726, expected=16.000000 predicted=24.926722, expected=20.000000 predicted=23.624109, expected=32.000000 predicted=22.076235, expected=32.000000 predicted=21.229502, expected=28.000000 predicted=23.953494, expected=20.000000 predicted=24.968608, expected=20.000000 predicted=26.212375, expected=12.000000 predicted=23.751966, expected=32.000000 predicted=25.060111, expected=32.000000 predicted=22.336751, expected=40.000000 predicted=25.135009, expected=52.000000 predicted=31.541908, expected=16.000000 predicted=27.985787, expected=36.000000 predicted=38.210607, expected=24.000000 predicted=32.907376, expected=16.000000 predicted=29.625438, expected=20.000000 predicted=28.626589, expected=44.000000 predicted=26.665942, expected=36.000000 predicted=26.347052, expected=24.000000 predicted=26.498248, expected=24.000000 predicted=29.260878, expected=28.000000 predicted=29.874709, expected=12.000000 predicted=26.454315, expected=28.000000 predicted=26.931988, expected=48.000000 predicted=27.400451, expected=32.000000 predicted=25.150622, expected=20.000000 predicted=28.264568, expected=40.000000 predicted=33.063784, expected=16.000000 predicted=28.046710, expected=36.000000 predicted=33.527427, expected=24.000000 predicted=27.079477, expected=20.000000 predicted=25.477732, expected=20.000000 predicted=27.025910, expected=16.000000 predicted=21.695923, expected=72.000000 predicted=33.511337, expected=24.000000 predicted=22.653454, expected=80.000000 predicted=42.196524, expected=48.000000 predicted=41.091571, expected=60.000000 predicted=50.092998, expected=4.000000 predicted=48.009177, expected=32.000000 predicted=45.343429, expected=28.000000 predicted=42.068737, expected=36.000000 predicted=32.231542, expected=8.000000 predicted=27.001914, expected=24.000000 predicted=24.209863, expected=52.000000 predicted=31.080185, expected=20.000000 predicted=23.138487, expected=24.000000 predicted=28.978747, expected=12.000000 predicted=24.902287, expected=40.000000 predicted=29.333518, expected=60.000000 predicted=33.478502, expected=36.000000 predicted=28.162446, expected=28.000000 predicted=34.815873, expected=12.000000 predicted=33.185095, expected=32.000000 predicted=36.174349, expected=36.000000 predicted=32.651887, expected=28.000000 predicted=26.510711, expected=24.000000 predicted=27.307290, expected=8.000000 predicted=23.587125, expected=28.000000 predicted=27.695789, expected=36.000000 predicted=25.803633, expected=28.000000 predicted=22.929931, expected=4.000000 predicted=20.991981, expected=20.000000 predicted=23.747516, expected=12.000000 predicted=20.534893, expected=28.000000 predicted=20.790998, expected=4.000000 predicted=14.347672, expected=32.000000 predicted=18.508416, expected=24.000000 predicted=19.013177, expected=20.000000 predicted=18.485466, expected=60.000000 predicted=30.588254, expected=20.000000 predicted=22.576229, expected=44.000000 predicted=35.067853, expected=20.000000 predicted=31.666445, expected=52.000000 predicted=36.889935, expected=36.000000 predicted=36.995920, expected=16.000000 predicted=30.026799, expected=48.000000 predicted=39.627455, expected=8.000000 predicted=27.348435, expected=32.000000 predicted=33.103489, expected=24.000000 predicted=27.518249, expected=40.000000 predicted=27.242595, expected=48.000000 predicted=32.589118, expected=44.000000 predicted=31.610731, expected=28.000000 predicted=35.798273, expected=28.000000 predicted=37.128555, expected=16.000000 predicted=34.138276, expected=28.000000 predicted=32.394266, expected=48.000000 predicted=31.845937, expected=32.000000 predicted=27.183669, expected=32.000000 predicted=31.045486, expected=36.000000 predicted=33.571929, expected=24.000000 predicted=32.455757, expected=24.000000 predicted=32.885599, expected=28.000000 predicted=29.925726, expected=40.000000 predicted=30.354745, expected=24.000000 predicted=27.515372, expected=48.000000 predicted=32.752336, expected=40.000000 predicted=33.155079, expected=56.000000 predicted=39.129409, expected=56.000000 predicted=43.758276, expected=56.000000 predicted=46.346277, expected=56.000000 predicted=52.423767, expected=12.000000 predicted=44.803931, expected=28.000000 predicted=47.173904, expected=48.000000 predicted=43.762780, expected=16.000000 predicted=31.352142, expected=12.000000 predicted=29.319429, expected=20.000000 predicted=25.181906, expected=32.000000 predicted=25.110063, expected=36.000000 predicted=25.439502, expected=24.000000 predicted=22.436999, expected=48.000000 predicted=30.840538, expected=68.000000 predicted=38.290022, expected=16.000000 predicted=33.074437, expected=32.000000 predicted=41.188271, expected=60.000000 predicted=44.229074, expected=40.000000 predicted=39.251811, expected=72.000000 predicted=48.953590, expected=68.000000 predicted=48.068939, expected=92.000000 predicted=61.343736, expected=48.000000 predicted=61.396599, expected=24.000000 predicted=58.928689, expected=20.000000 predicted=56.693975, expected=16.000000 predicted=43.014702, expected=36.000000 predicted=37.786994, expected=24.000000 predicted=25.483612, expected=48.000000 predicted=29.240036, expected=48.000000 predicted=32.196146, expected=44.000000 predicted=35.679928, expected=36.000000 predicted=39.963835, expected=20.000000 predicted=36.692805, expected=40.000000 predicted=40.671387, expected=28.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=33.980456, expected=32.000000 predicted=32.634186, expected=36.000000 predicted=32.647672, expected=52.000000 predicted=35.365754, expected=48.000000 predicted=38.417795, expected=16.000000 predicted=33.890609, expected=36.000000 predicted=39.819742, expected=52.000000 predicted=40.532290, expected=72.000000 predicted=44.612071, expected=40.000000 predicted=41.474153, expected=36.000000 predicted=44.318859, expected=40.000000 predicted=48.116735, expected=32.000000 predicted=43.505986, expected=36.000000 predicted=41.740840, expected=44.000000 predicted=38.392641, expected=52.000000 predicted=39.847117, expected=32.000000 predicted=37.774801, expected=36.000000 predicted=40.040843, expected=48.000000 predicted=42.635527, expected=12.000000 predicted=33.835792, expected=48.000000 predicted=40.704144, expected=28.000000 predicted=32.513034, expected=40.000000 predicted=34.831683, expected=16.000000 predicted=31.118711, expected=44.000000 predicted=33.514211, expected=12.000000 predicted=28.800578, expected=24.000000 predicted=27.718775, expected=36.000000 predicted=29.841512, expected=44.000000 predicted=28.248080, expected=8.000000 predicted=25.365980, expected=44.000000 predicted=31.982110, expected=24.000000 predicted=28.704683, expected=32.000000 predicted=30.205840, expected=28.000000 predicted=30.648263, expected=16.000000 predicted=24.563062, expected=48.000000 predicted=33.815961, expected=36.000000 predicted=28.987146, expected=40.000000 predicted=32.850633, expected=16.000000 predicted=30.768576, expected=28.000000 predicted=32.235563, expected=16.000000 predicted=29.595259, expected=32.000000 predicted=27.749584, expected=28.000000 predicted=25.905587, expected=32.000000 predicted=25.108330, expected=40.000000 predicted=30.119236, expected=28.000000 predicted=28.594487, expected=12.000000 predicted=28.167239, expected=36.000000 predicted=31.635477, expected=20.000000 predicted=25.970216, expected=52.000000 predicted=31.922599, expected=52.000000 predicted=33.250763, expected=24.000000 predicted=30.702138, expected=32.000000 predicted=38.523945, expected=24.000000 predicted=34.364798, expected=40.000000 Test MSE: 267.365
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792])] predicted=31.711475, expected=36.000000 predicted=33.481599, expected=20.000000 predicted=33.782350, expected=60.000000 predicted=38.880252, expected=72.000000 predicted=43.602129, expected=24.000000 predicted=38.200115, expected=32.000000 predicted=37.804686, expected=24.000000 predicted=36.355191, expected=28.000000 predicted=42.613009, expected=28.000000 predicted=36.209945, expected=28.000000 predicted=27.420777, expected=64.000000 predicted=35.927267, expected=36.000000 predicted=33.932382, expected=60.000000 predicted=40.956954, expected=24.000000 predicted=36.594764, expected=40.000000 predicted=42.031825, expected=12.000000 predicted=38.129511, expected=48.000000 predicted=38.880413, expected=20.000000 predicted=34.246327, expected=28.000000 predicted=29.054133, expected=32.000000 predicted=29.418800, expected=36.000000 predicted=29.812094, expected=24.000000 predicted=31.401451, expected=16.000000 predicted=24.540167, expected=36.000000 predicted=29.045895, expected=32.000000 predicted=30.280168, expected=56.000000 predicted=35.254767, expected=48.000000 predicted=34.683812, expected=32.000000 predicted=34.832108, expected=40.000000 predicted=39.268583, expected=40.000000 predicted=41.172598, expected=48.000000 predicted=45.688256, expected=40.000000 predicted=41.277069, expected=24.000000 predicted=35.848182, expected=20.000000 predicted=34.132715, expected=4.000000 predicted=28.532130, expected=100.000000 predicted=45.072682, expected=244.000000 predicted=88.054521, expected=28.000000 predicted=59.199886, expected=92.000000 predicted=71.845594, expected=28.000000 predicted=69.013094, expected=48.000000 predicted=99.645021, expected=12.000000 predicted=82.601784, expected=44.000000 predicted=43.024551, expected=48.000000 predicted=48.619752, expected=72.000000 predicted=44.935752, expected=44.000000 predicted=43.914898, expected=28.000000 predicted=37.316548, expected=68.000000 predicted=50.894938, expected=124.000000 predicted=70.234220, expected=44.000000 predicted=62.863747, expected=12.000000 predicted=46.232127, expected=60.000000 predicted=53.600390, expected=72.000000 predicted=68.104471, expected=52.000000 predicted=64.405467, expected=16.000000 predicted=38.326466, expected=16.000000 predicted=34.506114, expected=92.000000 predicted=57.173156, expected=100.000000 predicted=63.613881, expected=16.000000 predicted=43.460947, expected=20.000000 predicted=37.495997, expected=4.000000 predicted=38.909293, expected=40.000000 predicted=51.266190, expected=24.000000 predicted=36.339162, expected=52.000000 predicted=27.493722, expected=48.000000 predicted=30.932500, expected=36.000000 predicted=32.365121, expected=36.000000 predicted=38.095100, expected=44.000000 predicted=40.045733, expected=28.000000 predicted=40.462273, expected=96.000000 predicted=52.396357, expected=80.000000 predicted=54.419665, expected=88.000000 predicted=61.934399, expected=60.000000 predicted=61.886564, expected=52.000000 predicted=64.398070, expected=88.000000 predicted=80.068187, expected=56.000000 predicted=70.969182, expected=52.000000 predicted=65.373420, expected=32.000000 predicted=53.946837, expected=40.000000 predicted=53.635619, expected=36.000000 predicted=51.781890, expected=28.000000 predicted=40.735657, expected=28.000000 predicted=35.755396, expected=32.000000 predicted=32.912983, expected=28.000000 predicted=32.221336, expected=28.000000 predicted=29.928584, expected=36.000000 predicted=30.392616, expected=36.000000 predicted=31.692223, expected=28.000000 predicted=30.737871, expected=36.000000 predicted=31.881452, expected=40.000000 predicted=34.444053, expected=20.000000 predicted=31.571335, expected=52.000000 predicted=36.672107, expected=24.000000 predicted=32.301371, expected=20.000000 predicted=31.052787, expected=64.000000 predicted=38.950312, expected=20.000000 predicted=32.324876, expected=40.000000 predicted=36.942151, expected=28.000000 predicted=30.973813, expected=48.000000 predicted=38.307638, expected=40.000000 predicted=40.445402, expected=44.000000 predicted=36.554275, expected=28.000000 predicted=36.460992, expected=28.000000 predicted=35.141938, expected=28.000000 predicted=36.030717, expected=24.000000 predicted=32.211212, expected=44.000000 predicted=34.259634, expected=28.000000 predicted=29.638034, expected=28.000000 predicted=29.359040, expected=40.000000 predicted=32.132480, expected=32.000000 predicted=32.743422, expected=48.000000 predicted=37.769350, expected=24.000000 predicted=31.761651, expected=40.000000 predicted=35.434710, expected=32.000000 predicted=35.661222, expected=24.000000 predicted=32.950735, expected=32.000000 predicted=33.415323, expected=12.000000 predicted=26.165427, expected=32.000000 predicted=29.657760, expected=32.000000 predicted=28.011580, expected=16.000000 predicted=24.034963, expected=48.000000 predicted=29.803694, expected=56.000000 predicted=34.158507, expected=12.000000 predicted=30.383139, expected=12.000000 predicted=26.469705, expected=40.000000 predicted=31.712092, expected=20.000000 predicted=32.599902, expected=52.000000 predicted=34.349930, expected=44.000000 predicted=29.524254, expected=76.000000 predicted=42.746145, expected=24.000000 predicted=39.486389, expected=60.000000 predicted=45.796529, expected=64.000000 predicted=54.183922, expected=36.000000 predicted=50.154001, expected=28.000000 predicted=46.057558, expected=32.000000 predicted=39.673034, expected=44.000000 predicted=46.023465, expected=56.000000 predicted=45.617544, expected=60.000000 predicted=43.453012, expected=16.000000 predicted=35.713699, expected=32.000000 predicted=38.525281, expected=72.000000 predicted=49.881518, expected=24.000000 predicted=43.141738, expected=36.000000 predicted=39.209946, expected=28.000000 predicted=32.735721, expected=16.000000 predicted=34.463573, expected=36.000000 predicted=36.861455, expected=20.000000 predicted=26.345581, expected=20.000000 predicted=25.904829, expected=48.000000 predicted=29.386512, expected=68.000000 predicted=37.361977, expected=32.000000 predicted=35.817999, expected=16.000000 predicted=30.227624, expected=16.000000 predicted=31.337817, expected=56.000000 predicted=43.273799, expected=52.000000 predicted=42.649621, expected=56.000000 predicted=38.247012, expected=48.000000 predicted=38.585336, expected=40.000000 predicted=43.011838, expected=20.000000 predicted=43.534652, expected=36.000000 predicted=42.635649, expected=16.000000 predicted=35.727689, expected=20.000000 predicted=30.351785, expected=52.000000 predicted=32.985130, expected=44.000000 predicted=32.405595, expected=72.000000 predicted=41.959508, expected=16.000000 predicted=32.305063, expected=12.000000 predicted=32.859613, expected=4.000000 predicted=31.740949, expected=8.000000 predicted=27.560108, expected=24.000000 predicted=25.464245, expected=44.000000 predicted=20.571060, expected=24.000000 predicted=18.603924, expected=28.000000 predicted=20.508672, expected=24.000000 predicted=23.918108, expected=16.000000 predicted=26.144281, expected=44.000000 predicted=32.047927, expected=40.000000 predicted=30.306321, expected=24.000000 predicted=28.270015, expected=16.000000 predicted=24.945230, expected=12.000000 predicted=24.093023, expected=20.000000 predicted=27.172906, expected=28.000000 predicted=24.986607, expected=60.000000 predicted=29.788083, expected=24.000000 predicted=24.993863, expected=52.000000 predicted=32.490287, expected=24.000000 predicted=32.238707, expected=36.000000 predicted=37.601215, expected=8.000000 predicted=32.217222, expected=48.000000 predicted=34.062468, expected=28.000000 predicted=33.319816, expected=16.000000 predicted=25.546031, expected=8.000000 predicted=21.879084, expected=12.000000 predicted=19.650562, expected=88.000000 predicted=40.249632, expected=20.000000 predicted=27.574636, expected=24.000000 predicted=24.866104, expected=24.000000 predicted=26.362192, expected=16.000000 predicted=31.177729, expected=20.000000 predicted=33.456909, expected=32.000000 predicted=23.577961, expected=32.000000 predicted=25.451975, expected=68.000000 predicted=34.588503, expected=56.000000 predicted=37.432272, expected=12.000000 predicted=32.332443, expected=32.000000 predicted=36.628987, expected=48.000000 predicted=43.205934, expected=60.000000 predicted=49.765567, expected=16.000000 predicted=34.646561, expected=44.000000 predicted=34.231091, expected=24.000000 predicted=36.376179, expected=44.000000 predicted=41.361076, expected=68.000000 predicted=45.243670, expected=36.000000 predicted=37.368379, expected=28.000000 predicted=38.154779, expected=12.000000 predicted=32.414689, expected=20.000000 predicted=35.463117, expected=32.000000 predicted=35.141755, expected=52.000000 predicted=32.841232, expected=40.000000 predicted=30.527000, expected=56.000000 predicted=35.069621, expected=16.000000 predicted=32.507216, expected=44.000000 predicted=40.210155, expected=44.000000 predicted=43.071253, expected=24.000000 predicted=37.082822, expected=32.000000 predicted=35.439106, expected=40.000000 predicted=33.619516, expected=60.000000 predicted=43.346195, expected=8.000000 predicted=31.751105, expected=80.000000 predicted=42.795703, expected=28.000000 predicted=40.017678, expected=16.000000 predicted=37.007898, expected=36.000000 predicted=37.331050, expected=52.000000 predicted=39.071222, expected=40.000000 predicted=43.632393, expected=8.000000 predicted=26.466999, expected=64.000000 predicted=37.447386, expected=28.000000 predicted=38.090351, expected=44.000000 predicted=40.250851, expected=52.000000 predicted=39.083675, expected=68.000000 predicted=45.374633, expected=92.000000 predicted=60.531530, expected=36.000000 predicted=49.606646, expected=32.000000 predicted=50.398691, expected=60.000000 predicted=57.504739, expected=8.000000 predicted=48.787842, expected=8.000000 predicted=38.472113, expected=16.000000 predicted=26.211365, expected=24.000000 predicted=26.941806, expected=20.000000 predicted=23.729195, expected=8.000000 predicted=12.535484, expected=12.000000 predicted=13.858594, expected=48.000000 predicted=24.078160, expected=72.000000 predicted=34.629277, expected=52.000000 predicted=35.049469, expected=32.000000 predicted=33.472553, expected=44.000000 predicted=41.761829, expected=136.000000 predicted=72.050721, expected=20.000000 predicted=55.920078, expected=52.000000 predicted=53.372599, expected=52.000000 predicted=54.295538, expected=52.000000 predicted=61.718375, expected=44.000000 predicted=59.603733, expected=40.000000 predicted=42.287584, expected=20.000000 predicted=41.686450, expected=56.000000 predicted=45.955262, expected=52.000000 predicted=45.450008, expected=40.000000 predicted=41.627037, expected=24.000000 predicted=36.184435, expected=44.000000 predicted=39.699904, expected=32.000000 predicted=41.702158, expected=28.000000 predicted=36.477171, expected=28.000000 predicted=32.082164, expected=72.000000 predicted=41.196184, expected=64.000000 predicted=46.229345, expected=28.000000 predicted=39.084202, expected=20.000000 predicted=36.635564, expected=28.000000 predicted=39.906735, expected=24.000000 predicted=40.508470, expected=24.000000 predicted=31.813640, expected=52.000000 predicted=31.232513, expected=48.000000 predicted=33.528786, expected=44.000000 predicted=36.252541, expected=24.000000 predicted=33.507415, expected=40.000000 predicted=38.682462, expected=28.000000 predicted=39.265124, expected=40.000000 predicted=38.304247, expected=48.000000 predicted=38.249347, expected=28.000000 predicted=33.605803, expected=24.000000 predicted=33.306940, expected=40.000000 predicted=35.233627, expected=28.000000 predicted=34.873345, expected=40.000000 predicted=35.422158, expected=88.000000 predicted=44.996201, expected=96.000000 predicted=55.659155, expected=44.000000 predicted=52.296848, expected=28.000000 predicted=48.908845, expected=24.000000 predicted=51.269019, expected=28.000000 predicted=52.850960, expected=24.000000 predicted=41.736373, expected=48.000000 predicted=34.768402, expected=40.000000 predicted=32.420526, expected=68.000000 predicted=40.703882, expected=36.000000 predicted=38.833981, expected=56.000000 predicted=45.309123, expected=32.000000 predicted=44.976416, expected=52.000000 predicted=48.193801, expected=20.000000 predicted=42.358026, expected=28.000000 predicted=36.680752, expected=72.000000 predicted=46.993899, expected=24.000000 predicted=36.883434, expected=60.000000 predicted=43.625738, expected=40.000000 predicted=39.327828, expected=52.000000 predicted=46.697369, expected=64.000000 predicted=53.213871, expected=64.000000 predicted=51.342153, expected=60.000000 predicted=56.436516, expected=28.000000 predicted=48.115124, expected=48.000000 predicted=52.446065, expected=68.000000 predicted=57.890165, expected=16.000000 predicted=45.248349, expected=40.000000 predicted=42.684834, expected=44.000000 predicted=41.034860, expected=88.000000 predicted=55.504071, expected=44.000000 predicted=48.843489, expected=32.000000 predicted=40.681888, expected=20.000000 predicted=41.810036, expected=40.000000 predicted=46.163875, expected=40.000000 predicted=45.819237, expected=16.000000 predicted=30.555207, expected=52.000000 predicted=34.597814, expected=56.000000 predicted=39.067595, expected=36.000000 predicted=39.330388, expected=32.000000 predicted=36.791928, expected=28.000000 predicted=35.521330, expected=8.000000 predicted=33.902009, expected=32.000000 predicted=33.188606, expected=56.000000 predicted=35.123680, expected=40.000000 predicted=33.183320, expected=28.000000 predicted=29.981024, expected=24.000000 predicted=29.397428, expected=52.000000 predicted=40.727775, expected=52.000000 predicted=43.827215, expected=60.000000 predicted=43.653889, expected=60.000000 predicted=45.775085, expected=44.000000 predicted=47.062726, expected=36.000000 predicted=49.033238, expected=24.000000 predicted=44.431510, expected=36.000000 predicted=44.035565, expected=28.000000 predicted=38.251896, expected=44.000000 predicted=36.649952, expected=64.000000 predicted=40.937555, expected=20.000000 predicted=33.521224, expected=20.000000 predicted=32.886119, expected=32.000000 predicted=34.689875, expected=36.000000 predicted=37.725975, expected=52.000000 predicted=39.460178, expected=4.000000 predicted=23.894053, expected=52.000000 predicted=33.902378, expected=40.000000 predicted=36.744385, expected=20.000000 predicted=32.997383, expected=24.000000 predicted=30.625216, expected=40.000000 predicted=31.059052, expected=28.000000 predicted=34.429162, expected=48.000000 predicted=34.525879, expected=60.000000 predicted=38.090286, expected=4.000000 predicted=30.255321, expected=36.000000 predicted=35.531780, expected=40.000000 predicted=37.001072, expected=8.000000 predicted=31.730006, expected=52.000000 predicted=35.204461, expected=40.000000 predicted=30.315535, expected=20.000000 predicted=31.540481, expected=52.000000 predicted=36.069938, expected=32.000000 predicted=33.432794, expected=36.000000 predicted=38.948052, expected=28.000000 predicted=33.503055, expected=48.000000 predicted=37.237263, expected=76.000000 predicted=48.562075, expected=20.000000 predicted=37.183540, expected=48.000000 predicted=41.974565, expected=20.000000 predicted=37.810428, expected=12.000000 predicted=36.779763, expected=36.000000 predicted=36.617719, expected=44.000000 predicted=32.016153, expected=52.000000 predicted=37.048385, expected=48.000000 predicted=34.822527, expected=36.000000 predicted=36.319746, expected=20.000000 predicted=37.131302, expected=36.000000 predicted=39.748062, expected=44.000000 predicted=41.012452, expected=48.000000 predicted=40.067804, expected=32.000000 predicted=34.711988, expected=40.000000 predicted=36.055391, expected=20.000000 predicted=35.137491, expected=12.000000 predicted=31.529491, expected=8.000000 predicted=25.803330, expected=12.000000 predicted=21.115834, expected=24.000000 predicted=20.901070, expected=40.000000 predicted=21.371800, expected=32.000000 predicted=21.427195, expected=20.000000 predicted=20.944936, expected=32.000000 predicted=26.280102, expected=32.000000 predicted=30.441072, expected=24.000000 predicted=29.865637, expected=32.000000 predicted=28.701937, expected=36.000000 predicted=29.751946, expected=32.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=31.450999, expected=20.000000 predicted=28.054452, expected=12.000000 predicted=24.453883, expected=16.000000 predicted=24.502374, expected=32.000000 predicted=26.432952, expected=20.000000 predicted=22.190431, expected=12.000000 predicted=17.481697, expected=40.000000 predicted=23.176707, expected=28.000000 predicted=25.043868, expected=12.000000 predicted=22.690598, expected=16.000000 predicted=20.058646, expected=8.000000 predicted=18.613161, expected=28.000000 predicted=23.809426, expected=16.000000 predicted=17.995881, expected=16.000000 predicted=15.644240, expected=12.000000 predicted=15.063063, expected=28.000000 predicted=19.046720, expected=12.000000 predicted=18.237687, expected=52.000000 predicted=25.215033, expected=24.000000 predicted=23.153452, expected=20.000000 predicted=23.410277, expected=24.000000 predicted=25.654611, expected=12.000000 predicted=23.347263, expected=40.000000 predicted=30.813379, expected=28.000000 Test MSE: 539.559
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906])] predicted=152.613570, expected=148.000000 predicted=138.063207, expected=176.000000 predicted=142.692206, expected=156.000000 predicted=136.599574, expected=84.000000 predicted=79.674972, expected=112.000000 predicted=118.611459, expected=116.000000 predicted=119.579283, expected=140.000000 predicted=153.690275, expected=152.000000 predicted=151.582139, expected=200.000000 predicted=160.399358, expected=152.000000 predicted=132.288103, expected=156.000000 predicted=149.419460, expected=92.000000 predicted=103.860119, expected=100.000000 predicted=124.160553, expected=112.000000 predicted=138.576658, expected=236.000000 predicted=208.268950, expected=128.000000 predicted=123.521897, expected=144.000000 predicted=143.406068, expected=88.000000 predicted=84.167533, expected=96.000000 predicted=105.821791, expected=96.000000 predicted=142.130102, expected=72.000000 predicted=90.425318, expected=184.000000 predicted=174.883470, expected=252.000000 predicted=183.278186, expected=92.000000 predicted=88.238461, expected=120.000000 predicted=132.764038, expected=116.000000 predicted=88.191195, expected=92.000000 predicted=123.766844, expected=168.000000 predicted=202.289826, expected=180.000000 predicted=139.729420, expected=156.000000 predicted=145.293458, expected=140.000000 predicted=134.487388, expected=140.000000 predicted=122.719365, expected=140.000000 predicted=148.459500, expected=60.000000 predicted=100.085091, expected=144.000000 predicted=157.773463, expected=180.000000 predicted=153.439434, expected=240.000000 predicted=206.243622, expected=176.000000 predicted=158.616351, expected=112.000000 predicted=101.291277, expected=180.000000 predicted=171.850048, expected=96.000000 predicted=112.617418, expected=124.000000 predicted=177.156895, expected=128.000000 predicted=137.943137, expected=244.000000 predicted=199.447729, expected=88.000000 predicted=107.311098, expected=72.000000 predicted=100.976594, expected=120.000000 predicted=116.648961, expected=44.000000 predicted=64.300633, expected=112.000000 predicted=170.092312, expected=120.000000 predicted=97.983530, expected=140.000000 predicted=117.869542, expected=100.000000 predicted=105.240797, expected=140.000000 predicted=111.010638, expected=140.000000 predicted=123.853183, expected=88.000000 predicted=99.750824, expected=148.000000 predicted=151.290191, expected=200.000000 predicted=156.334032, expected=84.000000 predicted=99.234247, expected=132.000000 predicted=150.189920, expected=72.000000 predicted=65.760832, expected=92.000000 predicted=118.942426, expected=92.000000 predicted=125.553352, expected=56.000000 predicted=65.399482, expected=108.000000 predicted=120.413775, expected=168.000000 predicted=127.385570, expected=136.000000 predicted=116.215170, expected=88.000000 predicted=95.083253, expected=176.000000 predicted=137.752066, expected=104.000000 predicted=92.479399, expected=164.000000 predicted=177.105263, expected=204.000000 predicted=171.172805, expected=176.000000 predicted=142.819940, expected=96.000000 predicted=128.621296, expected=84.000000 predicted=97.041989, expected=152.000000 predicted=153.465896, expected=116.000000 predicted=138.416587, expected=136.000000 predicted=157.210686, expected=192.000000 predicted=155.059067, expected=132.000000 predicted=109.030311, expected=148.000000 predicted=158.409459, expected=100.000000 predicted=100.411740, expected=112.000000 predicted=125.247101, expected=120.000000 predicted=141.725373, expected=132.000000 predicted=131.204377, expected=164.000000 predicted=157.749793, expected=160.000000 predicted=135.927701, expected=136.000000 predicted=129.060141, expected=72.000000 predicted=90.215445, expected=112.000000 predicted=124.062024, expected=80.000000 predicted=101.542938, expected=164.000000 predicted=167.808432, expected=96.000000 predicted=99.902198, expected=120.000000 predicted=113.164862, expected=112.000000 predicted=106.575183, expected=160.000000 predicted=132.729998, expected=156.000000 predicted=153.859528, expected=100.000000 predicted=100.404269, expected=152.000000 predicted=146.355276, expected=200.000000 predicted=160.981512, expected=156.000000 predicted=154.235434, expected=144.000000 predicted=155.106742, expected=140.000000 predicted=124.812379, expected=156.000000 predicted=153.763322, expected=100.000000 predicted=132.813204, expected=88.000000 predicted=117.783146, expected=164.000000 predicted=155.730330, expected=88.000000 predicted=96.846714, expected=120.000000 predicted=143.785697, expected=100.000000 predicted=93.272656, expected=104.000000 predicted=100.671840, expected=116.000000 predicted=131.614583, expected=332.000000 predicted=245.465848, expected=380.000000 predicted=268.968118, expected=248.000000 predicted=200.362445, expected=212.000000 predicted=190.686985, expected=132.000000 predicted=121.727770, expected=148.000000 predicted=217.849065, expected=124.000000 predicted=208.079168, expected=116.000000 predicted=164.065915, expected=176.000000 predicted=188.773992, expected=204.000000 predicted=172.536537, expected=124.000000 predicted=131.520326, expected=148.000000 predicted=149.294988, expected=204.000000 predicted=167.388387, expected=132.000000 predicted=141.273834, expected=160.000000 predicted=185.705437, expected=148.000000 predicted=133.284728, expected=280.000000 predicted=236.667322, expected=164.000000 predicted=164.299787, expected=276.000000 predicted=242.709431, expected=240.000000 predicted=197.781249, expected=188.000000 predicted=180.193494, expected=200.000000 predicted=232.920081, expected=360.000000 predicted=287.139440, expected=340.000000 predicted=302.631773, expected=192.000000 predicted=217.687703, expected=208.000000 predicted=216.930885, expected=200.000000 predicted=190.476740, expected=196.000000 predicted=252.744707, expected=212.000000 predicted=257.718429, expected=168.000000 predicted=174.054523, expected=136.000000 predicted=165.665043, expected=168.000000 predicted=180.462593, expected=128.000000 predicted=145.896699, expected=148.000000 predicted=175.113671, expected=144.000000 predicted=148.820498, expected=160.000000 predicted=152.054112, expected=232.000000 predicted=208.551194, expected=180.000000 predicted=155.071480, expected=48.000000 predicted=90.395099, expected=64.000000 predicted=103.207631, expected=156.000000 predicted=149.222916, expected=132.000000 predicted=156.017812, expected=172.000000 predicted=181.827070, expected=136.000000 predicted=101.030787, expected=156.000000 predicted=128.632570, expected=68.000000 predicted=95.025085, expected=44.000000 predicted=83.024094, expected=24.000000 predicted=73.765393, expected=84.000000 predicted=101.426267, expected=68.000000 predicted=91.146624, expected=104.000000 predicted=95.119578, expected=92.000000 predicted=71.590276, expected=84.000000 predicted=64.889621, expected=108.000000 predicted=100.235042, expected=76.000000 predicted=69.607970, expected=40.000000 predicted=65.655113, expected=88.000000 predicted=91.690352, expected=76.000000 predicted=71.364500, expected=116.000000 predicted=115.769725, expected=48.000000 predicted=53.415011, expected=24.000000 predicted=36.981127, expected=68.000000 predicted=74.695111, expected=24.000000 predicted=34.830441, expected=64.000000 predicted=87.687571, expected=44.000000 predicted=39.643875, expected=128.000000 predicted=94.472932, expected=76.000000 predicted=64.370132, expected=32.000000 predicted=36.812521, expected=60.000000 predicted=64.380155, expected=40.000000 predicted=35.242909, expected=36.000000 predicted=69.965869, expected=64.000000 predicted=67.724787, expected=48.000000 predicted=38.600201, expected=16.000000 predicted=33.359868, expected=44.000000 predicted=44.978461, expected=32.000000 predicted=28.374821, expected=32.000000 predicted=44.445366, expected=48.000000 predicted=47.419574, expected=64.000000 predicted=45.017255, expected=32.000000 predicted=34.672500, expected=40.000000 predicted=40.733082, expected=92.000000 predicted=68.819585, expected=56.000000 predicted=47.345404, expected=4.000000 predicted=30.116403, expected=60.000000 predicted=54.209981, expected=80.000000 predicted=57.175953, expected=56.000000 predicted=67.621774, expected=24.000000 predicted=38.709134, expected=32.000000 predicted=24.100907, expected=16.000000 predicted=28.075354, expected=28.000000 predicted=46.958483, expected=24.000000 predicted=32.811959, expected=40.000000 predicted=34.526593, expected=52.000000 predicted=42.980719, expected=68.000000 predicted=48.855115, expected=52.000000 predicted=42.287441, expected=36.000000 predicted=33.677925, expected=16.000000 predicted=24.843696, expected=40.000000 predicted=44.670895, expected=72.000000 predicted=66.704149, expected=140.000000 predicted=106.774250, expected=104.000000 predicted=74.900186, expected=84.000000 predicted=66.783293, expected=44.000000 predicted=43.475964, expected=104.000000 predicted=94.994901, expected=160.000000 predicted=144.974254, expected=68.000000 predicted=76.131940, expected=152.000000 predicted=140.647924, expected=140.000000 predicted=94.871405, expected=124.000000 predicted=119.933308, expected=132.000000 predicted=143.858072, expected=116.000000 predicted=97.343681, expected=108.000000 predicted=124.594982, expected=112.000000 predicted=121.600268, expected=76.000000 predicted=91.243677, expected=232.000000 predicted=200.599959, expected=140.000000 predicted=114.688605, expected=100.000000 predicted=117.655387, expected=84.000000 predicted=95.981038, expected=184.000000 predicted=144.248283, expected=200.000000 predicted=199.482304, expected=140.000000 predicted=141.774535, expected=164.000000 predicted=149.843774, expected=164.000000 predicted=131.702168, expected=184.000000 predicted=183.700777, expected=160.000000 predicted=171.930816, expected=216.000000 predicted=192.583929, expected=372.000000 predicted=293.684863, expected=384.000000 predicted=294.512713, expected=448.000000 predicted=364.406389, expected=432.000000 predicted=336.934366, expected=864.000000 predicted=656.063514, expected=816.000000 predicted=634.716859, expected=260.000000 predicted=322.014029, expected=128.000000 predicted=304.874249, expected=216.000000 predicted=286.912718, expected=268.000000 predicted=442.653822, expected=488.000000 predicted=597.481385, expected=536.000000 predicted=423.390626, expected=172.000000 predicted=150.738264, expected=216.000000 predicted=266.430093, expected=208.000000 predicted=213.608349, expected=176.000000 predicted=280.276431, expected=172.000000 predicted=291.192039, expected=112.000000 predicted=130.219724, expected=132.000000 predicted=166.222224, expected=204.000000 predicted=201.248852, expected=228.000000 predicted=202.792526, expected=172.000000 predicted=169.098520, expected=100.000000 predicted=110.838324, expected=116.000000 predicted=130.014312, expected=112.000000 predicted=137.108452, expected=128.000000 predicted=159.799622, expected=184.000000 predicted=177.476485, expected=132.000000 predicted=114.180697, expected=104.000000 predicted=115.440038, expected=136.000000 predicted=130.978107, expected=108.000000 predicted=109.521299, expected=100.000000 predicted=130.047872, expected=220.000000 predicted=193.277656, expected=152.000000 predicted=120.042113, expected=156.000000 predicted=161.405969, expected=108.000000 predicted=104.504789, expected=104.000000 predicted=110.571532, expected=128.000000 predicted=155.440711, expected=88.000000 predicted=104.366616, expected=124.000000 predicted=139.430661, expected=168.000000 predicted=143.250006, expected=192.000000 predicted=159.799049, expected=124.000000 predicted=121.596272, expected=88.000000 predicted=97.308535, expected=116.000000 predicted=122.097932, expected=80.000000 predicted=102.941477, expected=168.000000 predicted=180.902448, expected=176.000000 predicted=146.182342, expected=112.000000 predicted=105.212984, expected=116.000000 predicted=123.614593, expected=112.000000 predicted=100.543338, expected=96.000000 predicted=119.296583, expected=76.000000 predicted=108.151405, expected=132.000000 predicted=128.219234, expected=100.000000 predicted=96.432334, expected=140.000000 predicted=136.755068, expected=128.000000 predicted=110.850854, expected=132.000000 predicted=117.509944, expected=108.000000 predicted=113.651113, expected=72.000000 predicted=84.024823, expected=80.000000 predicted=102.651967, expected=240.000000 predicted=204.030525, expected=184.000000 predicted=145.493021, expected=72.000000 predicted=93.047371, expected=48.000000 predicted=68.276856, expected=116.000000 predicted=107.926166, expected=92.000000 predicted=128.059452, expected=96.000000 predicted=126.919218, expected=120.000000 predicted=103.117647, expected=116.000000 predicted=91.909017, expected=112.000000 predicted=113.664253, expected=128.000000 predicted=116.909843, expected=128.000000 predicted=115.643939, expected=92.000000 predicted=100.504526, expected=136.000000 predicted=134.596271, expected=164.000000 predicted=140.937205, expected=204.000000 predicted=177.460149, expected=120.000000 predicted=116.123360, expected=68.000000 predicted=87.659763, expected=156.000000 predicted=155.776903, expected=156.000000 predicted=145.734224, expected=84.000000 predicted=121.894546, expected=120.000000 predicted=129.129628, expected=196.000000 predicted=150.552362, expected=120.000000 predicted=120.729547, expected=120.000000 predicted=142.486843, expected=108.000000 predicted=98.671826, expected=128.000000 predicted=128.080098, expected=156.000000 predicted=164.541558, expected=140.000000 predicted=129.840408, expected=212.000000 predicted=186.056071, expected=160.000000 predicted=132.826455, expected=108.000000 predicted=122.894872, expected=148.000000 predicted=156.346294, expected=88.000000 predicted=97.994339, expected=104.000000 predicted=146.570349, expected=192.000000 predicted=177.885114, expected=192.000000 predicted=154.070682, expected=128.000000 predicted=134.749942, expected=104.000000 predicted=107.398626, expected=180.000000 predicted=159.517505, expected=156.000000 predicted=155.844737, expected=160.000000 predicted=174.180996, expected=172.000000 predicted=156.412417, expected=240.000000 predicted=196.927148, expected=160.000000 predicted=155.966366, expected=76.000000 predicted=113.141530, expected=124.000000 predicted=145.691667, expected=108.000000 predicted=120.113362, expected=80.000000 predicted=132.331746, expected=128.000000 predicted=140.628760, expected=100.000000 predicted=85.111277, expected=44.000000 predicted=73.292855, expected=56.000000 predicted=78.928161, expected=104.000000 predicted=94.101570, expected=52.000000 predicted=68.311673, expected=112.000000 predicted=116.055986, expected=148.000000 predicted=105.530982, expected=480.000000 predicted=346.925972, expected=584.000000 predicted=393.211952, expected=636.000000 predicted=458.636491, expected=360.000000 predicted=274.894573, expected=360.000000 predicted=335.524631, expected=232.000000 predicted=299.995362, expected=196.000000 predicted=327.513232, expected=276.000000 predicted=387.066823, expected=136.000000 predicted=188.396051, expected=108.000000 predicted=199.674060, expected=128.000000 predicted=157.803832, expected=100.000000 predicted=124.378612, expected=92.000000 predicted=147.751736, expected=216.000000 predicted=194.499469, expected=232.000000 predicted=180.502583, expected=176.000000 predicted=162.356747, expected=184.000000 predicted=167.205382, expected=92.000000 predicted=88.548442, expected=120.000000 predicted=159.847256, expected=120.000000 predicted=145.788216, expected=260.000000 predicted=238.198611, expected=100.000000 predicted=104.744714, expected=104.000000 predicted=123.659941, expected=112.000000 predicted=110.102641, expected=108.000000 predicted=110.543023, expected=128.000000 predicted=166.209356, expected=68.000000 predicted=73.788521, expected=152.000000 predicted=146.571738, expected=128.000000 predicted=111.050819, expected=116.000000 predicted=118.301928, expected=76.000000 predicted=91.087207, expected=96.000000 predicted=92.909141, expected=92.000000 predicted=105.450232, expected=84.000000 predicted=97.136608, expected=136.000000 predicted=131.047304, expected=148.000000 predicted=120.485786, expected=120.000000 predicted=112.211193, expected=76.000000 predicted=83.707113, expected=104.000000 predicted=103.309663, expected=80.000000 predicted=91.223837, expected=120.000000 predicted=131.517951, expected=108.000000 predicted=105.363574, expected=136.000000 predicted=121.072049, expected=132.000000 predicted=119.799933, expected=128.000000 predicted=115.136768, expected=112.000000 predicted=114.300072, expected=88.000000 predicted=95.329264, expected=116.000000 predicted=124.312089, expected=148.000000 predicted=139.327114, expected=112.000000 predicted=112.588385, expected=100.000000 predicted=108.168863, expected=104.000000 predicted=100.008768, expected=60.000000 predicted=74.868337, expected=68.000000 predicted=96.189060, expected=84.000000 predicted=89.842913, expected=160.000000 predicted=141.132720, expected=144.000000 predicted=122.745739, expected=100.000000 predicted=91.484207, expected=116.000000 predicted=107.277167, expected=124.000000 predicted=109.665874, expected=72.000000 predicted=95.927834, expected=156.000000 predicted=159.359591, expected=228.000000 predicted=179.829225, expected=100.000000 predicted=96.227970, expected=120.000000 predicted=138.646778, expected=100.000000 predicted=86.521883, expected=64.000000 predicted=93.325191, expected=80.000000 predicted=126.168376, expected=84.000000 predicted=85.581098, expected=132.000000 predicted=128.328089, expected=160.000000 predicted=136.506216, expected=128.000000 predicted=106.667720, expected=68.000000 predicted=75.373287, expected=44.000000 predicted=62.053093, expected=40.000000 Test MSE: 4408.916
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345])] predicted=40.160909, expected=24.000000 predicted=41.959363, expected=32.000000 predicted=35.224143, expected=48.000000 predicted=41.941326, expected=20.000000 predicted=25.445555, expected=20.000000 predicted=33.255256, expected=32.000000 predicted=28.729813, expected=16.000000 predicted=25.727007, expected=36.000000 predicted=35.736862, expected=56.000000 predicted=33.628862, expected=32.000000 predicted=28.144647, expected=48.000000 predicted=38.731747, expected=24.000000 predicted=26.624017, expected=32.000000 predicted=37.105769, expected=24.000000 predicted=37.229786, expected=8.000000 predicted=24.200166, expected=44.000000 predicted=38.563147, expected=32.000000 predicted=26.666902, expected=36.000000 predicted=32.045290, expected=36.000000 predicted=29.092123, expected=28.000000 predicted=24.627211, expected=24.000000 predicted=33.483517, expected=32.000000 predicted=31.821629, expected=40.000000 predicted=35.302630, expected=56.000000 predicted=41.008536, expected=44.000000 predicted=35.842252, expected=40.000000 predicted=35.749424, expected=28.000000 predicted=34.611908, expected=20.000000 predicted=34.348832, expected=20.000000 predicted=36.311160, expected=40.000000 predicted=37.426928, expected=60.000000 predicted=42.277707, expected=64.000000 predicted=41.942779, expected=32.000000 predicted=31.447478, expected=24.000000 predicted=31.166225, expected=32.000000 predicted=39.374421, expected=20.000000 predicted=39.391135, expected=56.000000 predicted=49.900947, expected=84.000000 predicted=49.363605, expected=36.000000 predicted=34.434620, expected=20.000000 predicted=33.401614, expected=12.000000 predicted=26.635768, expected=36.000000 predicted=45.417693, expected=52.000000 predicted=54.141916, expected=48.000000 predicted=37.411648, expected=80.000000 predicted=45.825718, expected=36.000000 predicted=31.828487, expected=24.000000 predicted=38.585453, expected=36.000000 predicted=44.836103, expected=12.000000 predicted=35.037662, expected=32.000000 predicted=47.461327, expected=40.000000 predicted=33.362021, expected=72.000000 predicted=43.267882, expected=28.000000 predicted=32.021287, expected=32.000000 predicted=29.500676, expected=24.000000 predicted=31.942649, expected=32.000000 predicted=38.421225, expected=28.000000 predicted=42.599317, expected=40.000000 predicted=32.765848, expected=48.000000 predicted=36.707063, expected=20.000000 predicted=26.136278, expected=20.000000 predicted=28.712503, expected=40.000000 predicted=33.601958, expected=20.000000 predicted=30.431034, expected=28.000000 predicted=34.071282, expected=56.000000 predicted=34.249911, expected=60.000000 predicted=38.652355, expected=36.000000 predicted=37.994165, expected=12.000000 predicted=24.629579, expected=8.000000 predicted=25.830539, expected=36.000000 predicted=41.875431, expected=44.000000 predicted=42.618906, expected=72.000000 predicted=44.933729, expected=72.000000 predicted=40.047251, expected=44.000000 predicted=34.656061, expected=44.000000 predicted=45.566188, expected=44.000000 predicted=48.589172, expected=8.000000 predicted=43.147882, expected=12.000000 predicted=40.066190, expected=16.000000 predicted=28.668755, expected=40.000000 predicted=36.221117, expected=20.000000 predicted=26.553762, expected=44.000000 predicted=25.650543, expected=28.000000 predicted=21.894951, expected=48.000000 predicted=33.575442, expected=16.000000 predicted=28.519859, expected=36.000000 predicted=31.056801, expected=36.000000 predicted=36.653971, expected=32.000000 predicted=31.739396, expected=32.000000 predicted=36.273409, expected=20.000000 predicted=22.762227, expected=8.000000 predicted=24.194316, expected=8.000000 predicted=22.099918, expected=20.000000 predicted=23.390186, expected=40.000000 predicted=29.473490, expected=36.000000 predicted=24.783810, expected=28.000000 predicted=20.185571, expected=36.000000 predicted=24.852435, expected=16.000000 predicted=22.769011, expected=28.000000 predicted=32.893197, expected=60.000000 predicted=41.806291, expected=52.000000 predicted=38.336788, expected=20.000000 predicted=30.408005, expected=32.000000 predicted=29.185919, expected=36.000000 predicted=34.900079, expected=12.000000 predicted=35.272694, expected=24.000000 predicted=34.015902, expected=24.000000 predicted=22.872186, expected=16.000000 predicted=24.015480, expected=40.000000 predicted=32.346189, expected=20.000000 predicted=18.270215, expected=12.000000 predicted=20.318504, expected=12.000000 predicted=18.643570, expected=36.000000 predicted=25.339466, expected=56.000000 predicted=39.413675, expected=52.000000 predicted=33.576040, expected=24.000000 predicted=23.505675, expected=32.000000 predicted=28.635471, expected=28.000000 predicted=34.565722, expected=12.000000 predicted=33.763255, expected=40.000000 predicted=39.606300, expected=36.000000 predicted=28.883816, expected=20.000000 predicted=26.791892, expected=32.000000 predicted=28.939769, expected=24.000000 predicted=22.070510, expected=36.000000 predicted=35.453952, expected=28.000000 predicted=29.921972, expected=32.000000 predicted=27.658061, expected=32.000000 predicted=30.939911, expected=56.000000 predicted=38.375785, expected=44.000000 predicted=38.317089, expected=32.000000 predicted=33.375009, expected=36.000000 predicted=35.960100, expected=40.000000 predicted=38.157837, expected=12.000000 predicted=34.333575, expected=32.000000 predicted=36.114575, expected=40.000000 predicted=33.802050, expected=52.000000 predicted=40.662666, expected=16.000000 predicted=28.242471, expected=20.000000 predicted=22.498680, expected=16.000000 predicted=25.912383, expected=24.000000 predicted=30.760561, expected=44.000000 predicted=38.942142, expected=48.000000 predicted=30.102784, expected=12.000000 predicted=20.095547, expected=40.000000 predicted=30.180627, expected=24.000000 predicted=26.787438, expected=16.000000 predicted=30.801284, expected=8.000000 predicted=25.488698, expected=20.000000 predicted=18.468687, expected=60.000000 predicted=40.519447, expected=40.000000 predicted=29.114024, expected=16.000000 predicted=20.422897, expected=4.000000 predicted=14.096114, expected=24.000000 predicted=25.685761, expected=8.000000 predicted=29.095280, expected=40.000000 predicted=32.546310, expected=44.000000 predicted=25.796863, expected=24.000000 predicted=18.412868, expected=28.000000 predicted=26.683153, expected=36.000000 predicted=25.954406, expected=28.000000 predicted=33.539266, expected=24.000000 predicted=32.135221, expected=72.000000 predicted=43.313915, expected=100.000000 predicted=57.185648, expected=24.000000 predicted=35.416793, expected=12.000000 predicted=31.277486, expected=20.000000 predicted=31.676976, expected=28.000000 predicted=47.740841, expected=40.000000 predicted=54.584938, expected=32.000000 predicted=26.327645, expected=56.000000 predicted=33.740185, expected=48.000000 predicted=34.886892, expected=24.000000 predicted=31.098475, expected=40.000000 predicted=40.539624, expected=16.000000 predicted=28.642025, expected=32.000000 predicted=41.212770, expected=20.000000 predicted=30.835555, expected=48.000000 predicted=34.627672, expected=36.000000 predicted=33.927940, expected=24.000000 predicted=24.425661, expected=40.000000 predicted=34.956275, expected=12.000000 predicted=21.681858, expected=12.000000 predicted=29.614699, expected=40.000000 predicted=33.384543, expected=52.000000 predicted=34.645522, expected=52.000000 predicted=40.341545, expected=16.000000 predicted=20.243792, expected=28.000000 predicted=27.308307, expected=32.000000 predicted=36.199780, expected=16.000000 predicted=32.987337, expected=28.000000 predicted=34.643912, expected=20.000000 predicted=19.991837, expected=28.000000 predicted=27.259602, expected=24.000000 predicted=25.705035, expected=36.000000 predicted=26.339800, expected=32.000000 predicted=28.485240, expected=8.000000 predicted=18.303341, expected=28.000000 predicted=27.769339, expected=36.000000 predicted=28.721761, expected=44.000000 predicted=35.949613, expected=20.000000 predicted=25.430019, expected=24.000000 predicted=21.656535, expected=16.000000 predicted=24.310464, expected=48.000000 predicted=38.406070, expected=60.000000 predicted=43.689052, expected=52.000000 predicted=36.077856, expected=32.000000 predicted=31.994031, expected=24.000000 predicted=29.002199, expected=44.000000 predicted=45.713681, expected=16.000000 predicted=36.631748, expected=52.000000 predicted=46.143088, expected=32.000000 predicted=31.074110, expected=20.000000 predicted=26.813797, expected=16.000000 predicted=29.128582, expected=28.000000 predicted=25.526537, expected=8.000000 predicted=26.960225, expected=32.000000 predicted=28.437068, expected=28.000000 predicted=22.307667, expected=40.000000 predicted=27.472890, expected=40.000000 predicted=31.119346, expected=24.000000 predicted=21.738130, expected=24.000000 predicted=29.495662, expected=28.000000 predicted=29.402394, expected=16.000000 predicted=27.866713, expected=20.000000 predicted=27.732779, expected=80.000000 predicted=44.427497, expected=48.000000 predicted=34.265453, expected=24.000000 predicted=30.252492, expected=40.000000 predicted=32.946276, expected=16.000000 predicted=27.178533, expected=28.000000 predicted=47.721258, expected=40.000000 predicted=38.269064, expected=52.000000 predicted=36.444974, expected=40.000000 predicted=37.156016, expected=44.000000 predicted=33.436597, expected=20.000000 predicted=29.286774, expected=24.000000 predicted=34.805609, expected=24.000000 predicted=35.708815, expected=20.000000 predicted=29.409418, expected=24.000000 predicted=30.003293, expected=36.000000 predicted=26.720743, expected=40.000000 predicted=30.100475, expected=24.000000 predicted=25.167986, expected=16.000000 predicted=21.818415, expected=12.000000 predicted=21.274477, expected=4.000000 predicted=20.683502, expected=16.000000 predicted=23.850746, expected=28.000000 predicted=21.695676, expected=32.000000 predicted=21.200865, expected=36.000000 predicted=22.655820, expected=24.000000 predicted=17.851693, expected=104.000000 predicted=53.833628, expected=32.000000 predicted=32.896641, expected=16.000000 predicted=32.784973, expected=40.000000 predicted=39.489314, expected=28.000000 predicted=33.563471, expected=16.000000 predicted=49.487863, expected=64.000000 predicted=41.998113, expected=24.000000 predicted=23.578466, expected=16.000000 predicted=30.267626, expected=32.000000 predicted=29.596136, expected=32.000000 predicted=27.425387, expected=36.000000 predicted=42.422892, expected=16.000000 predicted=21.840418, expected=64.000000 predicted=38.357010, expected=52.000000 predicted=39.152273, expected=20.000000 predicted=30.837285, expected=20.000000 predicted=30.898284, expected=16.000000 predicted=23.263390, expected=24.000000 predicted=38.956028, expected=36.000000 predicted=36.233399, expected=40.000000 predicted=28.106443, expected=48.000000 predicted=32.617895, expected=32.000000 predicted=27.449759, expected=60.000000 predicted=42.336642, expected=28.000000 predicted=34.515101, expected=12.000000 predicted=31.340360, expected=44.000000 predicted=42.298628, expected=56.000000 predicted=41.692326, expected=48.000000 predicted=47.669368, expected=28.000000 predicted=30.906398, expected=28.000000 predicted=28.002024, expected=24.000000 predicted=35.657459, expected=16.000000 predicted=34.422969, expected=56.000000 predicted=44.268125, expected=36.000000 predicted=30.340566, expected=12.000000 predicted=23.964608, expected=32.000000 predicted=28.959768, expected=28.000000 predicted=25.569230, expected=20.000000 predicted=34.423486, expected=4.000000 predicted=19.955950, expected=20.000000 predicted=18.399357, expected=56.000000 predicted=36.485686, expected=56.000000 predicted=36.181801, expected=8.000000 predicted=18.558043, expected=32.000000 predicted=24.985628, expected=40.000000 predicted=32.318182, expected=16.000000 predicted=34.755005, expected=28.000000 predicted=36.442638, expected=48.000000 predicted=28.696954, expected=28.000000 predicted=30.088439, expected=12.000000 predicted=26.903153, expected=24.000000 predicted=23.373702, expected=36.000000 predicted=30.946735, expected=12.000000 predicted=27.128289, expected=8.000000 predicted=19.090579, expected=20.000000 predicted=17.544539, expected=24.000000 predicted=22.311049, expected=20.000000 predicted=23.655746, expected=8.000000 predicted=12.042117, expected=16.000000 predicted=14.439005, expected=8.000000 predicted=14.282484, expected=8.000000 predicted=15.095056, expected=32.000000 predicted=21.408440, expected=24.000000 predicted=15.194089, expected=16.000000 predicted=16.544749, expected=24.000000 predicted=17.517923, expected=28.000000 predicted=20.010412, expected=24.000000 predicted=26.053577, expected=20.000000 predicted=22.082548, expected=16.000000 predicted=18.429871, expected=8.000000 predicted=17.572921, expected=16.000000 predicted=20.637598, expected=24.000000 predicted=20.998328, expected=32.000000 predicted=22.878633, expected=8.000000 predicted=13.348023, expected=20.000000 predicted=16.923505, expected=16.000000 predicted=16.918764, expected=32.000000 predicted=25.915767, expected=28.000000 predicted=25.554713, expected=4.000000 predicted=11.151634, expected=36.000000 predicted=26.899051, expected=8.000000 predicted=14.356241, expected=40.000000 predicted=32.386788, expected=24.000000 predicted=22.806258, expected=28.000000 predicted=20.635527, expected=20.000000 predicted=26.026704, expected=12.000000 predicted=16.073082, expected=20.000000 predicted=27.107625, expected=32.000000 predicted=25.572433, expected=24.000000 predicted=23.751929, expected=40.000000 predicted=28.018417, expected=40.000000 predicted=26.595579, expected=4.000000 predicted=18.078702, expected=36.000000 predicted=33.290661, expected=4.000000 predicted=17.287734, expected=24.000000 predicted=30.003313, expected=24.000000 predicted=25.802380, expected=32.000000 predicted=20.125306, expected=24.000000 predicted=26.110817, expected=12.000000 predicted=13.808909, expected=36.000000 predicted=28.512845, expected=16.000000 predicted=20.806875, expected=4.000000 predicted=19.326526, expected=32.000000 predicted=24.972230, expected=48.000000 predicted=27.563546, expected=20.000000 predicted=25.752328, expected=24.000000 predicted=22.436783, expected=4.000000 predicted=11.980550, expected=8.000000 predicted=22.062943, expected=20.000000 predicted=27.160410, expected=12.000000 predicted=14.901651, expected=52.000000 predicted=30.381786, expected=4.000000 predicted=7.773143, expected=16.000000 predicted=16.924144, expected=8.000000 predicted=15.000410, expected=20.000000 predicted=18.561466, expected=12.000000 predicted=24.186550, expected=32.000000 predicted=17.558278, expected=48.000000 predicted=27.250861, expected=32.000000 predicted=22.114502, expected=20.000000 predicted=23.330804, expected=16.000000 predicted=20.221724, expected=8.000000 predicted=22.831442, expected=8.000000 predicted=24.894985, expected=36.000000 predicted=27.739364, expected=24.000000 predicted=19.416130, expected=8.000000 predicted=14.005826, expected=16.000000 predicted=14.430709, expected=20.000000 predicted=16.408344, expected=16.000000 predicted=22.763859, expected=28.000000 predicted=22.549418, expected=20.000000 predicted=15.420151, expected=40.000000 predicted=26.549661, expected=4.000000 predicted=14.863664, expected=8.000000 predicted=16.546946, expected=12.000000 predicted=18.804874, expected=4.000000 predicted=13.325358, expected=4.000000 predicted=16.682959, expected=16.000000 predicted=9.205942, expected=20.000000 predicted=12.250398, expected=24.000000 predicted=15.670562, expected=16.000000 predicted=11.503629, expected=16.000000 predicted=13.110069, expected=24.000000 predicted=19.771768, expected=24.000000 predicted=21.197131, expected=20.000000 predicted=21.087903, expected=16.000000 predicted=17.422720, expected=20.000000 predicted=19.120538, expected=16.000000 predicted=19.673423, expected=12.000000 predicted=17.817676, expected=12.000000 predicted=15.830732, expected=8.000000 predicted=12.745738, expected=12.000000 predicted=14.713629, expected=16.000000 predicted=14.212123, expected=16.000000 predicted=13.212028, expected=56.000000 predicted=28.322951, expected=16.000000 predicted=14.317910, expected=4.000000 predicted=14.464917, expected=20.000000 predicted=19.650400, expected=28.000000 predicted=23.090987, expected=48.000000 predicted=40.644735, expected=12.000000 predicted=15.834734, expected=4.000000 predicted=12.159244, expected=4.000000 predicted=15.368274, expected=32.000000 predicted=26.980437, expected=20.000000 predicted=25.622771, expected=16.000000 predicted=14.343666, expected=16.000000 predicted=12.366162, expected=8.000000 predicted=11.027508, expected=4.000000 predicted=16.740573, expected=12.000000 predicted=14.437548, expected=20.000000 predicted=15.371358, expected=16.000000 predicted=13.906832, expected=36.000000 predicted=19.595230, expected=24.000000 predicted=15.516680, expected=12.000000 predicted=15.934421, expected=24.000000 predicted=22.245338, expected=8.000000 predicted=15.392409, expected=24.000000 Test MSE: 241.329
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897])] predicted=44.656897, expected=16.000000 predicted=34.002949, expected=36.000000 predicted=38.607457, expected=24.000000 predicted=36.036498, expected=20.000000 predicted=26.882784, expected=48.000000 predicted=31.027188, expected=44.000000 predicted=32.919632, expected=24.000000 predicted=30.456613, expected=40.000000 predicted=31.435790, expected=60.000000 predicted=41.927337, expected=64.000000 predicted=51.911829, expected=44.000000 predicted=43.712271, expected=40.000000 predicted=38.956989, expected=44.000000 predicted=46.461326, expected=40.000000 predicted=49.791850, expected=44.000000 predicted=48.538488, expected=60.000000 predicted=48.518422, expected=28.000000 predicted=39.064300, expected=36.000000 predicted=39.716967, expected=52.000000 predicted=44.974020, expected=40.000000 predicted=44.384532, expected=8.000000 predicted=33.100230, expected=36.000000 predicted=32.119393, expected=80.000000 predicted=51.902765, expected=52.000000 predicted=48.682013, expected=64.000000 predicted=46.522496, expected=48.000000 predicted=39.934329, expected=36.000000 predicted=46.858216, expected=36.000000 predicted=53.083393, expected=28.000000 predicted=42.670930, expected=76.000000 predicted=57.902183, expected=60.000000 predicted=51.175302, expected=64.000000 predicted=49.735815, expected=44.000000 predicted=44.955522, expected=52.000000 predicted=49.687386, expected=44.000000 predicted=57.436440, expected=52.000000 predicted=54.463177, expected=68.000000 predicted=58.942022, expected=72.000000 predicted=57.788455, expected=48.000000 predicted=52.535644, expected=20.000000 predicted=40.904588, expected=52.000000 predicted=52.342886, expected=24.000000 predicted=47.816344, expected=48.000000 predicted=49.821053, expected=56.000000 predicted=45.358193, expected=52.000000 predicted=41.454207, expected=36.000000 predicted=42.258398, expected=40.000000 predicted=38.307949, expected=48.000000 predicted=47.958069, expected=24.000000 predicted=41.269988, expected=40.000000 predicted=41.253645, expected=36.000000 predicted=37.240845, expected=48.000000 predicted=42.183981, expected=44.000000 predicted=41.700932, expected=48.000000 predicted=38.934757, expected=48.000000 predicted=43.793667, expected=44.000000 predicted=43.101740, expected=56.000000 predicted=49.633943, expected=60.000000 predicted=51.645433, expected=36.000000 predicted=45.419745, expected=40.000000 predicted=44.634688, expected=52.000000 predicted=48.836451, expected=40.000000 predicted=48.315609, expected=44.000000 predicted=46.769852, expected=32.000000 predicted=37.559761, expected=44.000000 predicted=42.462742, expected=44.000000 predicted=44.826736, expected=20.000000 predicted=33.867832, expected=24.000000 predicted=32.715032, expected=68.000000 predicted=45.253925, expected=72.000000 predicted=53.026604, expected=68.000000 predicted=51.340022, expected=36.000000 predicted=37.820646, expected=68.000000 predicted=53.236590, expected=44.000000 predicted=58.726897, expected=20.000000 predicted=47.572579, expected=60.000000 predicted=53.916811, expected=24.000000 predicted=39.051732, expected=40.000000 predicted=45.866713, expected=68.000000 predicted=47.914294, expected=24.000000 predicted=34.295506, expected=40.000000 predicted=42.840579, expected=64.000000 predicted=44.645666, expected=44.000000 predicted=47.070563, expected=24.000000 predicted=41.741447, expected=56.000000 predicted=41.322267, expected=40.000000 predicted=44.443240, expected=44.000000 predicted=48.310084, expected=44.000000 predicted=41.584186, expected=44.000000 predicted=40.087577, expected=56.000000 predicted=50.606639, expected=40.000000 predicted=42.856760, expected=32.000000 predicted=40.362985, expected=36.000000 predicted=40.608713, expected=44.000000 predicted=43.798518, expected=76.000000 predicted=55.880612, expected=28.000000 predicted=38.591155, expected=52.000000 predicted=42.661706, expected=8.000000 predicted=32.197594, expected=56.000000 predicted=47.944429, expected=32.000000 predicted=46.050956, expected=80.000000 predicted=48.784857, expected=44.000000 predicted=45.453587, expected=24.000000 predicted=30.624963, expected=40.000000 predicted=44.650723, expected=36.000000 predicted=41.961616, expected=40.000000 predicted=49.671803, expected=32.000000 predicted=35.757799, expected=28.000000 predicted=30.505656, expected=60.000000 predicted=43.933690, expected=40.000000 predicted=39.884302, expected=36.000000 predicted=37.684291, expected=28.000000 predicted=33.221824, expected=64.000000 predicted=45.917432, expected=44.000000 predicted=48.375241, expected=72.000000 predicted=50.555142, expected=68.000000 predicted=52.141140, expected=44.000000 predicted=47.241462, expected=68.000000 predicted=60.759492, expected=40.000000 predicted=51.823215, expected=52.000000 predicted=58.693145, expected=52.000000 predicted=55.565595, expected=68.000000 predicted=56.532299, expected=32.000000 predicted=49.985845, expected=40.000000 predicted=43.466524, expected=24.000000 predicted=41.668746, expected=40.000000 predicted=44.841637, expected=36.000000 predicted=44.017281, expected=64.000000 predicted=43.720381, expected=68.000000 predicted=49.305591, expected=104.000000 predicted=61.094562, expected=52.000000 predicted=54.760775, expected=60.000000 predicted=56.209128, expected=36.000000 predicted=57.673186, expected=32.000000 predicted=55.859213, expected=84.000000 predicted=73.719188, expected=80.000000 predicted=64.041044, expected=68.000000 predicted=60.633394, expected=28.000000 predicted=42.702172, expected=48.000000 predicted=50.276677, expected=36.000000 predicted=59.322803, expected=36.000000 predicted=52.654945, expected=52.000000 predicted=49.552193, expected=76.000000 predicted=50.645032, expected=64.000000 predicted=54.200445, expected=20.000000 predicted=37.442274, expected=60.000000 predicted=48.899547, expected=24.000000 predicted=46.801975, expected=40.000000 predicted=50.835216, expected=68.000000 predicted=53.277141, expected=116.000000 predicted=64.417853, expected=48.000000 predicted=56.610615, expected=68.000000 predicted=51.681644, expected=52.000000 predicted=57.935334, expected=52.000000 predicted=66.005196, expected=32.000000 predicted=64.328933, expected=56.000000 predicted=51.851094, expected=44.000000 predicted=53.377846, expected=48.000000 predicted=48.204744, expected=36.000000 predicted=43.499163, expected=36.000000 predicted=38.812307, expected=40.000000 predicted=44.954164, expected=44.000000 predicted=42.937283, expected=64.000000 predicted=49.690257, expected=128.000000 predicted=70.743771, expected=92.000000 predicted=68.777558, expected=52.000000 predicted=57.097789, expected=40.000000 predicted=55.504208, expected=16.000000 predicted=55.136971, expected=32.000000 predicted=67.124092, expected=52.000000 predicted=58.263284, expected=72.000000 predicted=53.698929, expected=44.000000 predicted=42.079329, expected=32.000000 predicted=32.171439, expected=64.000000 predicted=49.199889, expected=48.000000 predicted=53.178274, expected=56.000000 predicted=56.469179, expected=60.000000 predicted=51.095259, expected=84.000000 predicted=59.774466, expected=64.000000 predicted=63.624937, expected=44.000000 predicted=52.229719, expected=48.000000 predicted=54.906223, expected=28.000000 predicted=50.220639, expected=48.000000 predicted=57.422233, expected=52.000000 predicted=52.423909, expected=84.000000 predicted=58.232687, expected=48.000000 predicted=50.048225, expected=84.000000 predicted=56.562771, expected=52.000000 predicted=57.321736, expected=44.000000 predicted=54.434225, expected=36.000000 predicted=56.596423, expected=48.000000 predicted=51.161873, expected=52.000000 predicted=59.259724, expected=48.000000 predicted=48.179630, expected=84.000000 predicted=57.912592, expected=76.000000 predicted=59.197449, expected=48.000000 predicted=53.613929, expected=40.000000 predicted=50.352225, expected=68.000000 predicted=60.637868, expected=72.000000 predicted=72.172670, expected=12.000000 predicted=46.636425, expected=44.000000 predicted=43.969271, expected=60.000000 predicted=52.148041, expected=60.000000 predicted=58.936480, expected=32.000000 predicted=46.423925, expected=116.000000 predicted=60.204281, expected=76.000000 predicted=66.352307, expected=56.000000 predicted=61.000325, expected=68.000000 predicted=64.930407, expected=20.000000 predicted=46.972045, expected=60.000000 predicted=73.052179, expected=40.000000 predicted=55.740858, expected=56.000000 predicted=52.711834, expected=100.000000 predicted=69.437890, expected=68.000000 predicted=54.881195, expected=4.000000 predicted=41.213798, expected=52.000000 predicted=48.029202, expected=24.000000 predicted=48.007310, expected=32.000000 predicted=53.834432, expected=72.000000 predicted=53.554307, expected=124.000000 predicted=61.903177, expected=84.000000 predicted=68.208098, expected=64.000000 predicted=54.970403, expected=68.000000 predicted=62.688939, expected=20.000000 predicted=59.551723, expected=60.000000 predicted=77.589616, expected=44.000000 predicted=60.208207, expected=64.000000 predicted=58.688817, expected=64.000000 predicted=58.890575, expected=40.000000 predicted=41.019391, expected=44.000000 predicted=50.609094, expected=32.000000 predicted=43.217630, expected=20.000000 predicted=41.865152, expected=84.000000 predicted=59.664243, expected=52.000000 predicted=48.429298, expected=76.000000 predicted=55.315818, expected=36.000000 predicted=42.099934, expected=64.000000 predicted=49.679626, expected=44.000000 predicted=61.002405, expected=48.000000 predicted=51.862065, expected=48.000000 predicted=55.646076, expected=56.000000 predicted=48.836299, expected=16.000000 predicted=42.203870, expected=40.000000 predicted=40.292997, expected=28.000000 predicted=38.961582, expected=40.000000 predicted=40.854470, expected=56.000000 predicted=46.812114, expected=68.000000 predicted=43.882008, expected=48.000000 predicted=45.861791, expected=32.000000 predicted=37.229526, expected=68.000000 predicted=52.785860, expected=52.000000 predicted=55.743613, expected=48.000000 predicted=54.278466, expected=84.000000 predicted=60.200105, expected=52.000000 predicted=51.879059, expected=52.000000 predicted=58.170580, expected=48.000000 predicted=52.349355, expected=72.000000 predicted=60.787331, expected=28.000000 predicted=55.619202, expected=44.000000 predicted=46.907214, expected=148.000000 predicted=83.469864, expected=44.000000 predicted=60.461946, expected=48.000000 predicted=58.856748, expected=84.000000 predicted=59.925704, expected=24.000000 predicted=54.168710, expected=32.000000 predicted=72.544608, expected=96.000000 predicted=60.946500, expected=124.000000 predicted=80.292877, expected=16.000000 predicted=57.432563, expected=36.000000 predicted=41.065806, expected=52.000000 predicted=50.805874, expected=56.000000 predicted=69.996083, expected=16.000000 predicted=57.837079, expected=80.000000 predicted=45.300527, expected=68.000000 predicted=52.652206, expected=80.000000 predicted=62.759964, expected=28.000000 predicted=48.801856, expected=48.000000 predicted=42.987378, expected=20.000000 predicted=51.479840, expected=36.000000 predicted=48.066146, expected=48.000000 predicted=52.776009, expected=96.000000 predicted=54.542678, expected=56.000000 predicted=52.531221, expected=24.000000 predicted=34.567993, expected=72.000000 predicted=54.666756, expected=24.000000 predicted=45.258701, expected=36.000000 predicted=57.071833, expected=112.000000 predicted=68.520384, expected=44.000000 predicted=44.752998, expected=52.000000 predicted=59.207618, expected=68.000000 predicted=50.853953, expected=56.000000 predicted=54.284621, expected=44.000000 predicted=69.756575, expected=40.000000 predicted=46.276285, expected=72.000000 predicted=58.312054, expected=72.000000 predicted=64.384598, expected=60.000000 predicted=58.119873, expected=28.000000 predicted=44.706791, expected=44.000000 predicted=47.135000, expected=16.000000 predicted=45.807661, expected=24.000000 predicted=43.291103, expected=80.000000 predicted=55.123578, expected=80.000000 predicted=50.588971, expected=36.000000 predicted=44.172065, expected=32.000000 predicted=34.589085, expected=36.000000 predicted=38.927923, expected=48.000000 predicted=57.340181, expected=52.000000 predicted=56.163765, expected=68.000000 predicted=48.920378, expected=60.000000 predicted=48.216323, expected=48.000000 predicted=47.406421, expected=32.000000 predicted=45.621691, expected=60.000000 predicted=54.334965, expected=28.000000 predicted=48.523600, expected=40.000000 predicted=46.922138, expected=80.000000 predicted=55.729965, expected=40.000000 predicted=42.049264, expected=32.000000 predicted=46.347721, expected=40.000000 predicted=38.506778, expected=72.000000 predicted=53.189113, expected=28.000000 predicted=51.278401, expected=36.000000 predicted=39.723415, expected=92.000000 predicted=55.821778, expected=32.000000 predicted=43.471855, expected=28.000000 predicted=49.293714, expected=28.000000 predicted=34.277640, expected=44.000000 predicted=41.230505, expected=40.000000 predicted=54.185425, expected=20.000000 predicted=29.185125, expected=52.000000 predicted=37.629686, expected=96.000000 predicted=54.361030, expected=68.000000 predicted=55.141568, expected=32.000000 predicted=44.596398, expected=24.000000 predicted=36.140425, expected=48.000000 predicted=51.345962, expected=36.000000 predicted=56.956250, expected=72.000000 predicted=57.851528, expected=44.000000 predicted=40.694965, expected=40.000000 predicted=38.574851, expected=60.000000 predicted=52.041836, expected=40.000000 predicted=43.493321, expected=28.000000 predicted=48.269485, expected=72.000000 predicted=52.565266, expected=52.000000 predicted=47.262631, expected=88.000000 predicted=65.313571, expected=108.000000 predicted=69.986246, expected=64.000000 predicted=58.598538, expected=56.000000 predicted=69.172663, expected=48.000000 predicted=59.790513, expected=52.000000 predicted=69.010026, expected=68.000000 predicted=76.020188, expected=76.000000 predicted=65.312335, expected=36.000000 predicted=51.259343, expected=16.000000 predicted=40.801535, expected=36.000000 predicted=45.236541, expected=36.000000 predicted=47.469068, expected=32.000000 predicted=45.541268, expected=100.000000 predicted=55.553816, expected=68.000000 predicted=45.650607, expected=56.000000 predicted=51.386005, expected=56.000000 predicted=52.375911, expected=44.000000 predicted=48.788844, expected=32.000000 predicted=61.835523, expected=36.000000 predicted=49.700930, expected=104.000000 predicted=67.298672, expected=68.000000 predicted=59.538178, expected=64.000000 predicted=57.045705, expected=48.000000 predicted=49.712726, expected=32.000000 predicted=46.277210, expected=20.000000 predicted=57.899504, expected=72.000000 predicted=59.912529, expected=72.000000 predicted=59.594277, expected=72.000000 predicted=57.092411, expected=16.000000 predicted=35.903203, expected=52.000000 predicted=43.452433, expected=20.000000 predicted=47.643462, expected=40.000000 predicted=50.192967, expected=40.000000 predicted=47.773347, expected=92.000000 predicted=48.842566, expected=24.000000 predicted=41.922510, expected=64.000000 predicted=44.344128, expected=8.000000 predicted=34.872182, expected=36.000000 predicted=39.704609, expected=68.000000 predicted=64.395139, expected=16.000000 predicted=28.358681, expected=52.000000 predicted=49.052969, expected=72.000000 predicted=40.898462, expected=24.000000 predicted=37.850925, expected=64.000000 predicted=57.452056, expected=60.000000 predicted=42.861411, expected=32.000000 predicted=46.816941, expected=68.000000 predicted=61.266699, expected=60.000000 predicted=46.602124, expected=44.000000 predicted=54.811307, expected=76.000000 predicted=61.989526, expected=48.000000 predicted=47.576737, expected=44.000000 predicted=56.657758, expected=36.000000 predicted=49.369891, expected=20.000000 predicted=38.264953, expected=92.000000 predicted=67.266946, expected=44.000000 predicted=47.269427, expected=64.000000 predicted=52.515779, expected=44.000000 predicted=44.780377, expected=60.000000 predicted=47.178007, expected=24.000000 predicted=56.562641, expected=56.000000 predicted=48.857253, expected=68.000000 predicted=58.835906, expected=112.000000 predicted=69.240703, expected=84.000000 predicted=70.627161, expected=28.000000 predicted=45.082357, expected=52.000000 predicted=59.655661, expected=28.000000 predicted=54.881505, expected=48.000000 predicted=69.092040, expected=36.000000 predicted=52.706317, expected=64.000000 predicted=44.199294, expected=80.000000 predicted=58.603421, expected=48.000000 predicted=45.331822, expected=52.000000 predicted=52.296622, expected=20.000000 predicted=39.089924, expected=28.000000 predicted=46.903800, expected=84.000000 predicted=65.889453, expected=52.000000 predicted=49.589307, expected=52.000000 predicted=50.326905, expected=52.000000 predicted=41.654667, expected=28.000000 predicted=39.257000, expected=32.000000 predicted=53.543306, expected=16.000000 predicted=36.071911, expected=60.000000 predicted=47.366712, expected=72.000000 predicted=52.576672, expected=40.000000 predicted=38.753964, expected=32.000000 predicted=36.824923, expected=72.000000 predicted=45.738044, expected=32.000000 Test MSE: 519.737
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421])] predicted=14.965359, expected=4.000000 predicted=8.606954, expected=12.000000 predicted=10.631786, expected=32.000000 predicted=15.815677, expected=28.000000 predicted=18.256882, expected=12.000000 predicted=16.386080, expected=8.000000 predicted=14.561179, expected=12.000000 predicted=16.253604, expected=8.000000 predicted=16.052696, expected=20.000000 predicted=15.524751, expected=52.000000 predicted=22.243660, expected=8.000000 predicted=17.487134, expected=16.000000 predicted=18.563257, expected=40.000000 predicted=24.713272, expected=24.000000 predicted=26.568016, expected=16.000000 predicted=25.987744, expected=12.000000 predicted=17.982338, expected=20.000000 predicted=20.756161, expected=12.000000 predicted=20.287685, expected=8.000000 predicted=14.754525, expected=4.000000 predicted=11.059270, expected=4.000000 predicted=9.172372, expected=8.000000 predicted=9.309111, expected=12.000000 predicted=8.517615, expected=12.000000 predicted=8.523273, expected=20.000000 predicted=10.981496, expected=8.000000 predicted=10.349119, expected=24.000000 predicted=14.832657, expected=4.000000 predicted=12.410455, expected=20.000000 predicted=14.994196, expected=32.000000 predicted=19.524231, expected=8.000000 predicted=15.358835, expected=16.000000 predicted=17.275034, expected=24.000000 predicted=17.433138, expected=12.000000 predicted=18.142135, expected=68.000000 predicted=31.041662, expected=24.000000 predicted=25.641986, expected=32.000000 predicted=29.607844, expected=16.000000 predicted=27.440715, expected=12.000000 predicted=25.176476, expected=24.000000 predicted=29.415656, expected=48.000000 predicted=28.343547, expected=48.000000 predicted=32.695671, expected=48.000000 predicted=34.367358, expected=60.000000 predicted=41.557032, expected=40.000000 predicted=43.975946, expected=28.000000 predicted=43.485755, expected=20.000000 predicted=38.013869, expected=8.000000 predicted=30.950653, expected=36.000000 predicted=32.815094, expected=12.000000 predicted=23.501521, expected=12.000000 predicted=18.804256, expected=16.000000 predicted=16.756252, expected=8.000000 predicted=14.301975, expected=8.000000 predicted=14.933020, expected=24.000000 predicted=14.278496, expected=8.000000 predicted=12.474751, expected=24.000000 predicted=15.742965, expected=36.000000 predicted=19.807455, expected=20.000000 predicted=20.355133, expected=4.000000 predicted=17.748931, expected=12.000000 predicted=15.688069, expected=4.000000 predicted=15.106037, expected=16.000000 predicted=15.927166, expected=8.000000 predicted=10.730684, expected=32.000000 predicted=14.653927, expected=12.000000 predicted=14.195603, expected=16.000000 predicted=14.566606, expected=16.000000 predicted=16.261924, expected=4.000000 predicted=13.244747, expected=48.000000 predicted=24.289618, expected=68.000000 predicted=32.474141, expected=16.000000 predicted=27.853457, expected=4.000000 predicted=22.608949, expected=8.000000 predicted=20.686776, expected=16.000000 predicted=26.006023, expected=12.000000 predicted=21.486984, expected=16.000000 predicted=12.691849, expected=24.000000 predicted=14.305225, expected=4.000000 predicted=12.271383, expected=16.000000 predicted=14.614795, expected=20.000000 predicted=15.580856, expected=20.000000 predicted=17.345299, expected=32.000000 predicted=21.134985, expected=16.000000 predicted=17.567224, expected=4.000000 predicted=16.183546, expected=12.000000 predicted=16.175415, expected=28.000000 predicted=19.708865, expected=20.000000 predicted=19.772502, expected=12.000000 predicted=15.141441, expected=8.000000 predicted=12.614051, expected=36.000000 predicted=20.828848, expected=24.000000 predicted=22.324121, expected=20.000000 predicted=20.342792, expected=32.000000 predicted=22.612878, expected=8.000000 predicted=19.458520, expected=20.000000 predicted=23.157048, expected=20.000000 predicted=20.437623, expected=12.000000 predicted=18.155135, expected=8.000000 predicted=15.986989, expected=8.000000 predicted=11.684018, expected=8.000000 predicted=12.218701, expected=8.000000 predicted=10.605381, expected=20.000000 predicted=11.792541, expected=12.000000 predicted=10.946573, expected=24.000000 predicted=14.522069, expected=12.000000 predicted=13.636984, expected=24.000000 predicted=17.262039, expected=8.000000 predicted=15.746938, expected=40.000000 predicted=21.984825, expected=16.000000 predicted=20.624621, expected=20.000000 predicted=19.886022, expected=36.000000 predicted=25.044016, expected=8.000000 predicted=19.779462, expected=16.000000 predicted=22.250721, expected=12.000000 predicted=16.781981, expected=20.000000 predicted=18.911349, expected=24.000000 predicted=20.486704, expected=36.000000 predicted=21.187151, expected=24.000000 predicted=22.433020, expected=32.000000 predicted=25.168979, expected=16.000000 predicted=24.020850, expected=8.000000 predicted=21.376802, expected=12.000000 predicted=20.172842, expected=4.000000 predicted=14.678636, expected=12.000000 predicted=14.214397, expected=4.000000 predicted=8.871478, expected=4.000000 predicted=6.903301, expected=20.000000 predicted=10.462258, expected=12.000000 predicted=9.810790, expected=20.000000 predicted=13.142139, expected=20.000000 predicted=13.844490, expected=12.000000 predicted=14.191864, expected=16.000000 predicted=16.507379, expected=20.000000 predicted=16.801140, expected=52.000000 predicted=26.863425, expected=20.000000 predicted=23.734294, expected=20.000000 predicted=22.656901, expected=8.000000 predicted=20.013891, expected=4.000000 predicted=18.333818, expected=8.000000 predicted=18.038295, expected=28.000000 predicted=16.428963, expected=12.000000 predicted=13.971386, expected=12.000000 predicted=11.950992, expected=20.000000 predicted=14.004469, expected=12.000000 predicted=14.839957, expected=28.000000 predicted=20.101748, expected=32.000000 predicted=20.828834, expected=24.000000 predicted=21.852643, expected=12.000000 predicted=20.093814, expected=12.000000 predicted=18.269191, expected=20.000000 predicted=21.104322, expected=32.000000 predicted=23.762093, expected=20.000000 predicted=20.624576, expected=24.000000 predicted=20.222782, expected=12.000000 predicted=18.574722, expected=8.000000 predicted=17.779583, expected=20.000000 predicted=19.475623, expected=8.000000 predicted=14.784514, expected=40.000000 predicted=21.415704, expected=8.000000 predicted=15.427317, expected=12.000000 predicted=15.208494, expected=12.000000 predicted=15.535062, expected=24.000000 predicted=17.905971, expected=4.000000 predicted=16.285233, expected=4.000000 predicted=9.532817, expected=24.000000 predicted=14.072422, expected=20.000000 predicted=15.669946, expected=8.000000 predicted=13.973095, expected=16.000000 predicted=12.392697, expected=12.000000 predicted=13.316488, expected=20.000000 predicted=17.376273, expected=36.000000 predicted=20.881538, expected=20.000000 predicted=19.030397, expected=312.000000 predicted=96.659963, expected=44.000000 predicted=84.189034, expected=28.000000 predicted=74.929032, expected=32.000000 predicted=69.473216, expected=8.000000 predicted=74.254030, expected=24.000000 predicted=86.772525, expected=48.000000 predicted=32.813682, expected=4.000000 predicted=23.667556, expected=88.000000 predicted=38.733235, expected=16.000000 predicted=30.569849, expected=8.000000 predicted=29.793954, expected=16.000000 predicted=25.494041, expected=20.000000 predicted=24.272477, expected=24.000000 predicted=31.297699, expected=16.000000 predicted=16.867303, expected=20.000000 predicted=17.058224, expected=16.000000 predicted=18.087605, expected=72.000000 predicted=32.223578, expected=36.000000 predicted=33.155123, expected=24.000000 predicted=30.414340, expected=32.000000 predicted=30.402126, expected=16.000000 predicted=30.422495, expected=8.000000 predicted=30.371333, expected=12.000000 predicted=19.835873, expected=16.000000 predicted=17.889651, expected=8.000000 predicted=15.571567, expected=8.000000 predicted=10.962377, expected=32.000000 predicted=15.253451, expected=20.000000 predicted=17.299309, expected=16.000000 predicted=17.157334, expected=16.000000 predicted=15.463342, expected=72.000000 predicted=31.155138, expected=8.000000 predicted=27.961351, expected=4.000000 predicted=20.656523, expected=20.000000 predicted=19.105939, expected=4.000000 predicted=19.362015, expected=28.000000 predicted=25.143094, expected=4.000000 predicted=10.653015, expected=16.000000 predicted=12.853225, expected=40.000000 predicted=20.163438, expected=8.000000 predicted=16.978741, expected=8.000000 predicted=16.528498, expected=20.000000 predicted=14.470183, expected=4.000000 predicted=15.378143, expected=4.000000 predicted=13.762021, expected=4.000000 predicted=6.785544, expected=4.000000 predicted=7.029087, expected=44.000000 predicted=16.607282, expected=4.000000 predicted=11.322905, expected=24.000000 predicted=14.901754, expected=44.000000 predicted=21.223641, expected=12.000000 predicted=22.364708, expected=8.000000 predicted=21.571027, expected=4.000000 predicted=12.693045, expected=12.000000 predicted=16.785248, expected=12.000000 predicted=15.992882, expected=16.000000 predicted=11.605290, expected=32.000000 predicted=15.737764, expected=12.000000 predicted=14.871592, expected=12.000000 predicted=15.434855, expected=20.000000 predicted=16.425674, expected=16.000000 predicted=18.118897, expected=8.000000 predicted=16.487691, expected=12.000000 predicted=12.615047, expected=16.000000 predicted=13.911256, expected=36.000000 predicted=20.241060, expected=20.000000 predicted=19.079876, expected=8.000000 predicted=15.834401, expected=12.000000 predicted=15.352708, expected=20.000000 predicted=18.382490, expected=16.000000 predicted=19.458496, expected=20.000000 predicted=16.718834, expected=28.000000 predicted=18.054051, expected=36.000000 predicted=23.633152, expected=24.000000 predicted=24.559789, expected=8.000000 predicted=20.296668, expected=12.000000 predicted=19.170386, expected=24.000000 predicted=21.869649, expected=20.000000 predicted=21.768081, expected=20.000000 predicted=18.766311, expected=20.000000 predicted=17.085905, expected=16.000000 predicted=18.209006, expected=28.000000 predicted=21.952650, expected=12.000000 predicted=18.877171, expected=8.000000 predicted=16.431985, expected=24.000000 predicted=17.739553, expected=16.000000 predicted=17.628197, expected=4.000000 predicted=15.010217, expected=4.000000 predicted=9.717115, expected=20.000000 predicted=12.739245, expected=8.000000 predicted=13.135361, expected=16.000000 predicted=12.212647, expected=8.000000 predicted=9.278272, expected=12.000000 predicted=11.272297, expected=16.000000 predicted=13.536391, expected=4.000000 predicted=10.245093, expected=8.000000 predicted=10.256737, expected=28.000000 predicted=13.643175, expected=24.000000 predicted=17.050080, expected=4.000000 predicted=13.772371, expected=12.000000 predicted=11.943278, expected=8.000000 predicted=12.600085, expected=8.000000 predicted=14.085038, expected=24.000000 predicted=14.510570, expected=20.000000 predicted=13.711171, expected=12.000000 predicted=14.297936, expected=4.000000 predicted=11.095166, expected=28.000000 predicted=16.339881, expected=16.000000 predicted=17.913076, expected=8.000000 predicted=14.820690, expected=12.000000 predicted=12.244257, expected=36.000000 predicted=18.634780, expected=4.000000 predicted=17.345297, expected=4.000000 predicted=12.426721, expected=8.000000 predicted=9.985848, expected=4.000000 predicted=10.803741, expected=16.000000 predicted=13.147301, expected=24.000000 predicted=11.422537, expected=32.000000 predicted=16.914883, expected=4.000000 predicted=13.955266, expected=156.000000 predicted=48.797462, expected=208.000000 predicted=96.355892, expected=12.000000 predicted=70.132650, expected=12.000000 predicted=61.807840, expected=60.000000 predicted=67.533370, expected=36.000000 predicted=79.564654, expected=28.000000 predicted=62.108729, expected=4.000000 predicted=21.642387, expected=44.000000 predicted=32.226302, expected=12.000000 predicted=27.455879, expected=76.000000 predicted=40.456593, expected=60.000000 predicted=39.794131, expected=16.000000 predicted=33.850086, expected=28.000000 predicted=37.828979, expected=16.000000 predicted=30.387101, expected=24.000000 predicted=35.752556, expected=8.000000 predicted=22.982464, expected=28.000000 predicted=21.305356, expected=16.000000 predicted=19.085438, expected=4.000000 predicted=14.774245, expected=24.000000 predicted=18.141860, expected=12.000000 predicted=14.308755, expected=12.000000 predicted=16.121769, expected=16.000000 predicted=14.039052, expected=4.000000 predicted=10.660550, expected=8.000000 predicted=12.254878, expected=16.000000 predicted=11.650691, expected=12.000000 predicted=11.469491, expected=8.000000 predicted=10.587062, expected=56.000000 predicted=22.657478, expected=8.000000 predicted=16.237700, expected=8.000000 predicted=18.060428, expected=16.000000 predicted=16.412729, expected=8.000000 predicted=15.617495, expected=20.000000 predicted=20.212200, expected=12.000000 predicted=11.698231, expected=12.000000 predicted=12.834896, expected=28.000000 predicted=17.511271, expected=8.000000 predicted=13.560799, expected=8.000000 predicted=14.297867, expected=12.000000 predicted=12.560711, expected=8.000000 predicted=11.887844, expected=4.000000 predicted=10.613042, expected=4.000000 predicted=6.730487, expected=8.000000 predicted=7.262566, expected=4.000000 predicted=6.294413, expected=8.000000 predicted=6.402866, expected=12.000000 predicted=7.245195, expected=8.000000 predicted=7.451418, expected=4.000000 predicted=6.977898, expected=12.000000 predicted=8.387410, expected=16.000000 predicted=10.652016, expected=24.000000 predicted=14.486454, expected=8.000000 predicted=11.498969, expected=8.000000 predicted=11.593602, expected=16.000000 predicted=13.790289, expected=8.000000 predicted=12.508867, expected=12.000000 predicted=12.958611, expected=16.000000 predicted=11.715506, expected=16.000000 predicted=13.147915, expected=24.000000 predicted=16.711919, expected=16.000000 predicted=15.328029, expected=24.000000 Test MSE: 644.092
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851])] predicted=6.640490, expected=16.000000 predicted=8.606266, expected=16.000000 predicted=10.014942, expected=16.000000 predicted=10.509105, expected=8.000000 predicted=11.286089, expected=4.000000 predicted=10.559486, expected=4.000000 predicted=10.675849, expected=4.000000 predicted=8.612981, expected=8.000000 predicted=7.300793, expected=4.000000 predicted=5.246493, expected=4.000000 predicted=4.550649, expected=8.000000 predicted=5.324153, expected=4.000000 predicted=5.217297, expected=8.000000 predicted=5.926639, expected=4.000000 predicted=5.279167, expected=8.000000 predicted=5.897400, expected=28.000000 predicted=10.141694, expected=12.000000 predicted=10.504761, expected=4.000000 predicted=10.416115, expected=8.000000 predicted=10.801455, expected=16.000000 predicted=12.668435, expected=4.000000 predicted=11.863106, expected=8.000000 predicted=8.596157, expected=12.000000 predicted=8.750959, expected=4.000000 predicted=8.468466, expected=4.000000 predicted=7.942899, expected=24.000000 predicted=9.474784, expected=4.000000 predicted=9.116035, expected=8.000000 predicted=9.184447, expected=8.000000 predicted=8.826837, expected=12.000000 predicted=9.814136, expected=4.000000 predicted=9.979947, expected=4.000000 predicted=6.560001, expected=12.000000 predicted=8.065327, expected=4.000000 predicted=7.175359, expected=8.000000 predicted=7.258457, expected=16.000000 predicted=8.078033, expected=12.000000 predicted=9.169959, expected=24.000000 predicted=12.694119, expected=12.000000 predicted=12.615234, expected=16.000000 predicted=14.548950, expected=16.000000 predicted=16.124421, expected=4.000000 predicted=13.793118, expected=24.000000 predicted=16.131162, expected=16.000000 predicted=14.669356, expected=12.000000 predicted=14.448365, expected=4.000000 predicted=12.740125, expected=20.000000 predicted=13.346925, expected=8.000000 predicted=13.961162, expected=24.000000 predicted=13.914352, expected=20.000000 predicted=14.790056, expected=16.000000 predicted=15.085825, expected=24.000000 predicted=18.822743, expected=4.000000 predicted=15.867102, expected=20.000000 predicted=18.003224, expected=12.000000 predicted=16.121039, expected=4.000000 predicted=13.084074, expected=4.000000 predicted=11.422316, expected=12.000000 predicted=9.309857, expected=4.000000 predicted=9.223695, expected=4.000000 predicted=6.561855, expected=8.000000 predicted=6.033988, expected=12.000000 predicted=7.247959, expected=16.000000 predicted=9.300169, expected=32.000000 predicted=12.762762, expected=16.000000 predicted=14.594453, expected=12.000000 predicted=15.867830, expected=4.000000 predicted=15.378944, expected=28.000000 predicted=18.044281, expected=20.000000 predicted=18.714531, expected=8.000000 predicted=14.381658, expected=28.000000 predicted=16.934852, expected=32.000000 predicted=20.040304, expected=16.000000 predicted=21.749485, expected=12.000000 predicted=19.429489, expected=16.000000 predicted=18.783394, expected=12.000000 predicted=19.204515, expected=56.000000 predicted=24.278688, expected=4.000000 predicted=19.155787, expected=12.000000 predicted=18.444356, expected=44.000000 predicted=24.538246, expected=20.000000 predicted=24.169408, expected=16.000000 predicted=25.462727, expected=24.000000 predicted=20.332832, expected=12.000000 predicted=21.162946, expected=4.000000 predicted=20.110196, expected=12.000000 predicted=14.833580, expected=8.000000 predicted=12.527987, expected=8.000000 predicted=11.262572, expected=4.000000 predicted=8.010436, expected=8.000000 predicted=7.274829, expected=16.000000 predicted=9.302344, expected=16.000000 predicted=9.864608, expected=8.000000 predicted=9.926576, expected=8.000000 predicted=10.048650, expected=16.000000 predicted=12.013717, expected=8.000000 predicted=11.838507, expected=12.000000 predicted=11.333700, expected=8.000000 predicted=10.002574, expected=32.000000 predicted=13.981280, expected=12.000000 predicted=14.493047, expected=12.000000 predicted=13.965623, expected=4.000000 predicted=13.554168, expected=4.000000 predicted=11.862487, expected=8.000000 predicted=12.041820, expected=8.000000 predicted=7.870454, expected=28.000000 predicted=10.685850, expected=12.000000 predicted=10.491313, expected=4.000000 predicted=10.582614, expected=12.000000 predicted=12.225920, expected=4.000000 predicted=11.145061, expected=12.000000 predicted=11.989432, expected=12.000000 predicted=9.332159, expected=12.000000 predicted=9.194752, expected=8.000000 predicted=9.996549, expected=4.000000 predicted=8.609672, expected=8.000000 predicted=9.341023, expected=4.000000 predicted=7.910241, expected=8.000000 predicted=7.281524, expected=12.000000 predicted=7.314641, expected=16.000000 predicted=8.566569, expected=16.000000 predicted=10.619441, expected=4.000000 predicted=9.902734, expected=4.000000 predicted=10.025358, expected=16.000000 predicted=11.394429, expected=16.000000 predicted=11.848631, expected=4.000000 predicted=9.869193, expected=12.000000 predicted=9.443598, expected=16.000000 predicted=11.303119, expected=12.000000 predicted=12.494626, expected=4.000000 predicted=10.660659, expected=12.000000 predicted=10.067617, expected=16.000000 predicted=11.944991, expected=4.000000 predicted=10.474045, expected=20.000000 predicted=11.465659, expected=12.000000 predicted=11.231637, expected=4.000000 predicted=11.175771, expected=4.000000 predicted=10.162398, expected=4.000000 predicted=7.916394, expected=4.000000 predicted=7.918597, expected=4.000000 predicted=5.281757, expected=4.000000 predicted=3.930222, expected=12.000000 predicted=5.302504, expected=8.000000 predicted=5.875947, expected=4.000000 predicted=5.912801, expected=16.000000 predicted=8.086149, expected=8.000000 predicted=8.494252, expected=4.000000 predicted=8.585767, expected=8.000000 predicted=8.100861, expected=4.000000 predicted=7.187574, expected=8.000000 predicted=7.961590, expected=8.000000 predicted=6.630920, expected=12.000000 predicted=7.250126, expected=12.000000 predicted=8.625968, expected=300.000000 predicted=60.753919, expected=8.000000 predicted=60.444657, expected=4.000000 predicted=64.716039, expected=12.000000 predicted=71.534559, expected=24.000000 predicted=69.507453, expected=20.000000 predicted=79.816736, expected=4.000000 predicted=11.944260, expected=28.000000 predicted=15.811155, expected=20.000000 predicted=17.919561, expected=12.000000 predicted=17.614088, expected=12.000000 predicted=16.304631, expected=8.000000 predicted=14.210872, expected=8.000000 predicted=14.488308, expected=4.000000 predicted=10.555405, expected=16.000000 predicted=9.961351, expected=20.000000 predicted=11.152489, expected=12.000000 predicted=11.089110, expected=16.000000 predicted=12.829425, expected=20.000000 predicted=14.870297, expected=20.000000 predicted=17.179971, expected=12.000000 predicted=16.574839, expected=4.000000 predicted=14.157571, expected=4.000000 predicted=12.826053, expected=8.000000 predicted=11.239523, expected=8.000000 predicted=9.025870, expected=4.000000 predicted=6.474422, expected=12.000000 predicted=6.735297, expected=24.000000 predicted=9.993103, expected=12.000000 predicted=11.034626, expected=16.000000 predicted=12.773530, expected=16.000000 predicted=14.307112, expected=8.000000 predicted=14.556670, expected=8.000000 predicted=13.964732, expected=12.000000 predicted=12.074813, expected=12.000000 predicted=11.800097, expected=12.000000 predicted=11.176252, expected=4.000000 predicted=9.329898, expected=4.000000 predicted=8.744892, expected=16.000000 predicted=10.044037, expected=4.000000 predicted=8.339225, expected=24.000000 predicted=10.629196, expected=12.000000 predicted=10.669615, expected=12.000000 predicted=11.927623, expected=4.000000 predicted=12.186477, expected=8.000000 predicted=10.772062, expected=24.000000 predicted=13.880544, expected=16.000000 predicted=12.314599, expected=16.000000 predicted=13.244884, expected=20.000000 predicted=15.007763, expected=20.000000 predicted=17.367658, expected=28.000000 predicted=20.569935, expected=16.000000 predicted=19.288895, expected=8.000000 predicted=18.084382, expected=12.000000 predicted=17.603750, expected=16.000000 predicted=16.593463, expected=8.000000 predicted=14.270822, expected=12.000000 predicted=11.990189, expected=16.000000 predicted=12.109737, expected=12.000000 predicted=12.490960, expected=4.000000 predicted=11.243811, expected=8.000000 predicted=10.185404, expected=8.000000 predicted=9.953700, expected=4.000000 predicted=8.398687, expected=4.000000 predicted=6.606532, expected=4.000000 predicted=5.348503, expected=8.000000 predicted=5.892526, expected=4.000000 predicted=5.171873, expected=8.000000 predicted=5.306274, expected=12.000000 predicted=6.684595, expected=12.000000 predicted=7.889716, expected=12.000000 predicted=9.289396, expected=8.000000 predicted=9.400284, expected=16.000000 predicted=11.421369, expected=4.000000 predicted=10.536170, expected=4.000000 predicted=9.284301, expected=4.000000 predicted=8.087286, expected=12.000000 predicted=7.888416, expected=32.000000 predicted=11.833119, expected=16.000000 predicted=11.705311, expected=16.000000 predicted=14.148158, expected=4.000000 predicted=14.431818, expected=4.000000 predicted=14.071311, expected=8.000000 predicted=13.172410, expected=16.000000 predicted=10.458613, expected=20.000000 predicted=11.101604, expected=20.000000 predicted=11.974489, expected=12.000000 predicted=13.417876, expected=4.000000 predicted=13.466634, expected=12.000000 predicted=14.163506, expected=16.000000 predicted=13.872164, expected=16.000000 predicted=13.029428, expected=4.000000 predicted=10.560550, expected=16.000000 predicted=11.608952, expected=4.000000 predicted=11.263684, expected=4.000000 predicted=9.799698, expected=8.000000 predicted=8.742939, expected=4.000000 predicted=6.530856, expected=24.000000 predicted=9.937119, expected=24.000000 predicted=11.263052, expected=24.000000 predicted=14.565006, expected=24.000000 predicted=18.267905, expected=12.000000 predicted=18.824951, expected=20.000000 predicted=21.449382, expected=28.000000 predicted=22.072512, expected=12.000000 predicted=19.638986, expected=16.000000 predicted=18.715543, expected=28.000000 predicted=19.673644, expected=16.000000 predicted=19.693311, expected=4.000000 predicted=17.130593, expected=12.000000 predicted=15.048039, expected=16.000000 predicted=15.297508, expected=24.000000 predicted=16.328818, expected=32.000000 predicted=17.319883, expected=44.000000 predicted=22.265235, expected=56.000000 predicted=31.144203, expected=8.000000 predicted=29.763296, expected=8.000000 predicted=29.054448, expected=12.000000 predicted=27.103260, expected=4.000000 predicted=21.184578, expected=4.000000 predicted=14.661620, expected=20.000000 predicted=9.586884, expected=12.000000 predicted=9.803344, expected=4.000000 predicted=9.126103, expected=12.000000 predicted=9.668856, expected=20.000000 predicted=12.119552, expected=68.000000 predicted=23.371408, expected=12.000000 predicted=20.778269, expected=12.000000 predicted=21.586854, expected=36.000000 predicted=27.921743, expected=4.000000 predicted=24.507808, expected=8.000000 predicted=22.770219, expected=12.000000 predicted=14.313359, expected=16.000000 predicted=14.390115, expected=12.000000 predicted=14.254412, expected=12.000000 predicted=10.807461, expected=20.000000 predicted=13.564734, expected=4.000000 predicted=12.378628, expected=12.000000 predicted=12.712302, expected=20.000000 predicted=13.515092, expected=12.000000 predicted=13.037635, expected=8.000000 predicted=12.562733, expected=16.000000 predicted=12.318732, expected=4.000000 predicted=11.700180, expected=8.000000 predicted=11.180985, expected=20.000000 predicted=11.531794, expected=12.000000 predicted=11.097795, expected=4.000000 predicted=10.504356, expected=12.000000 predicted=10.325224, expected=16.000000 predicted=11.979732, expected=4.000000 predicted=10.894518, expected=20.000000 predicted=11.631772, expected=16.000000 predicted=12.055965, expected=20.000000 predicted=14.629828, expected=32.000000 predicted=18.380324, expected=28.000000 predicted=20.174244, expected=8.000000 predicted=20.474214, expected=28.000000 predicted=22.559143, expected=24.000000 predicted=23.223153, expected=8.000000 predicted=20.741812, expected=8.000000 predicted=17.429059, expected=28.000000 predicted=17.667493, expected=4.000000 predicted=15.878247, expected=20.000000 predicted=15.508433, expected=4.000000 predicted=12.013982, expected=12.000000 predicted=12.555117, expected=16.000000 predicted=13.973570, expected=8.000000 predicted=10.434143, expected=4.000000 predicted=10.566438, expected=8.000000 predicted=8.799178, expected=28.000000 predicted=12.791469, expected=4.000000 predicted=10.818487, expected=16.000000 predicted=11.668011, expected=12.000000 predicted=12.251484, expected=28.000000 predicted=16.013691, expected=4.000000 predicted=14.945775, expected=8.000000 predicted=12.190638, expected=12.000000 Test MSE: 401.864
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764])] predicted=12.409678, expected=4.000000 predicted=7.353686, expected=20.000000 predicted=11.714381, expected=4.000000 predicted=9.773949, expected=4.000000 predicted=8.727869, expected=4.000000 predicted=9.172767, expected=8.000000 predicted=6.789318, expected=4.000000 predicted=7.916610, expected=4.000000 predicted=4.293445, expected=12.000000 predicted=6.669437, expected=8.000000 predicted=6.612580, expected=12.000000 predicted=7.867138, expected=12.000000 predicted=9.155295, expected=4.000000 predicted=7.715266, expected=4.000000 predicted=8.478065, expected=4.000000 predicted=7.480493, expected=8.000000 predicted=7.465452, expected=4.000000 predicted=6.237275, expected=12.000000 predicted=6.115712, expected=12.000000 predicted=7.963724, expected=12.000000 predicted=8.198722, expected=4.000000 predicted=8.448218, expected=8.000000 predicted=8.191990, expected=8.000000 predicted=9.845121, expected=4.000000 predicted=7.474273, expected=4.000000 predicted=6.796668, expected=8.000000 predicted=6.233575, expected=12.000000 predicted=7.738517, expected=8.000000 predicted=7.305401, expected=12.000000 predicted=7.991450, expected=8.000000 predicted=8.708373, expected=8.000000 predicted=8.765985, expected=8.000000 predicted=9.690201, expected=16.000000 predicted=10.308617, expected=8.000000 predicted=10.096846, expected=4.000000 predicted=7.706641, expected=4.000000 predicted=8.209930, expected=4.000000 predicted=7.012145, expected=12.000000 predicted=8.752839, expected=8.000000 predicted=6.990641, expected=20.000000 predicted=8.974042, expected=4.000000 predicted=8.631693, expected=12.000000 predicted=8.769637, expected=4.000000 predicted=10.943753, expected=4.000000 predicted=7.207752, expected=4.000000 predicted=9.002860, expected=4.000000 predicted=4.887233, expected=4.000000 predicted=5.593771, expected=4.000000 predicted=3.980743, expected=8.000000 predicted=4.915269, expected=4.000000 predicted=4.657465, expected=8.000000 predicted=5.204786, expected=4.000000 predicted=5.523912, expected=12.000000 predicted=6.579433, expected=8.000000 predicted=7.947062, expected=20.000000 predicted=9.411511, expected=4.000000 predicted=9.616881, expected=8.000000 predicted=7.765988, expected=4.000000 predicted=10.257282, expected=8.000000 predicted=7.763592, expected=8.000000 predicted=9.723384, expected=4.000000 predicted=5.411089, expected=4.000000 predicted=5.919304, expected=8.000000 predicted=6.231347, expected=4.000000 predicted=5.932294, expected=8.000000 predicted=5.976080, expected=16.000000 predicted=8.331298, expected=4.000000 predicted=6.807046, expected=4.000000 predicted=6.508533, expected=8.000000 predicted=7.946505, expected=8.000000 predicted=7.741096, expected=12.000000 predicted=9.227890, expected=4.000000 predicted=6.516674, expected=8.000000 predicted=6.790055, expected=12.000000 predicted=9.498041, expected=8.000000 predicted=8.288150, expected=20.000000 predicted=11.337371, expected=8.000000 predicted=10.183316, expected=4.000000 predicted=8.454342, expected=4.000000 predicted=9.763963, expected=8.000000 predicted=8.470232, expected=4.000000 predicted=8.362651, expected=8.000000 predicted=5.985901, expected=8.000000 predicted=6.444390, expected=8.000000 predicted=6.348413, expected=8.000000 predicted=7.535697, expected=4.000000 predicted=6.284197, expected=4.000000 predicted=6.387276, expected=4.000000 predicted=6.099719, expected=8.000000 predicted=6.172823, expected=4.000000 predicted=5.482179, expected=12.000000 predicted=6.095916, expected=20.000000 predicted=9.957858, expected=16.000000 predicted=10.647597, expected=8.000000 predicted=10.623743, expected=8.000000 predicted=10.750694, expected=4.000000 predicted=10.887221, expected=20.000000 predicted=13.520103, expected=8.000000 predicted=11.444884, expected=20.000000 predicted=10.692546, expected=8.000000 predicted=12.244488, expected=4.000000 predicted=8.477383, expected=4.000000 predicted=11.333557, expected=4.000000 predicted=7.532893, expected=8.000000 predicted=8.644440, expected=8.000000 predicted=6.455233, expected=8.000000 predicted=5.896216, expected=16.000000 predicted=8.613483, expected=4.000000 predicted=7.715678, expected=4.000000 predicted=6.844932, expected=4.000000 predicted=7.708092, expected=16.000000 predicted=9.059055, expected=12.000000 predicted=10.450476, expected=8.000000 predicted=7.067233, expected=4.000000 predicted=7.653484, expected=12.000000 predicted=9.244193, expected=4.000000 predicted=9.645280, expected=8.000000 predicted=7.504597, expected=8.000000 predicted=8.117966, expected=16.000000 predicted=8.699242, expected=12.000000 predicted=10.707931, expected=8.000000 predicted=8.375874, expected=16.000000 predicted=11.815927, expected=8.000000 predicted=11.234333, expected=4.000000 predicted=9.653244, expected=12.000000 predicted=10.714394, expected=8.000000 predicted=9.400013, expected=8.000000 predicted=9.055494, expected=12.000000 predicted=9.295623, expected=8.000000 predicted=8.364996, expected=4.000000 predicted=8.151145, expected=4.000000 predicted=7.181965, expected=4.000000 predicted=6.558013, expected=4.000000 predicted=6.081192, expected=16.000000 predicted=7.636266, expected=16.000000 predicted=8.952491, expected=12.000000 predicted=8.771459, expected=4.000000 predicted=8.557010, expected=8.000000 predicted=9.275625, expected=12.000000 predicted=12.142741, expected=4.000000 predicted=9.030416, expected=4.000000 predicted=6.959714, expected=4.000000 predicted=6.094604, expected=8.000000 predicted=6.685729, expected=8.000000 predicted=7.274095, expected=4.000000 predicted=4.930924, expected=4.000000 predicted=5.066260, expected=8.000000 predicted=6.246399, expected=8.000000 predicted=6.915839, expected=4.000000 predicted=5.736664, expected=16.000000 predicted=7.962258, expected=4.000000 predicted=7.369679, expected=8.000000 predicted=6.994395, expected=8.000000 predicted=8.930361, expected=12.000000 predicted=8.228382, expected=4.000000 predicted=8.935744, expected=8.000000 predicted=6.746120, expected=20.000000 predicted=11.433854, expected=4.000000 predicted=8.764640, expected=4.000000 predicted=7.601231, expected=4.000000 predicted=7.805497, expected=8.000000 predicted=7.573253, expected=4.000000 predicted=7.916644, expected=4.000000 predicted=4.265191, expected=20.000000 predicted=8.625049, expected=4.000000 predicted=7.183778, expected=4.000000 predicted=5.991967, expected=4.000000 predicted=7.373985, expected=4.000000 predicted=5.804365, expected=4.000000 predicted=7.218080, expected=4.000000 predicted=3.984001, expected=4.000000 predicted=3.984023, expected=4.000000 predicted=3.984043, expected=4.000000 predicted=3.984065, expected=4.000000 predicted=3.984086, expected=12.000000 predicted=5.871757, expected=8.000000 predicted=6.296687, expected=8.000000 predicted=6.211771, expected=4.000000 predicted=6.645481, expected=8.000000 predicted=6.970596, expected=16.000000 predicted=10.392104, expected=16.000000 predicted=10.425444, expected=8.000000 predicted=9.472373, expected=16.000000 predicted=11.392894, expected=4.000000 predicted=11.020451, expected=8.000000 predicted=10.429047, expected=8.000000 predicted=10.984738, expected=8.000000 predicted=8.079205, expected=8.000000 predicted=9.149502, expected=8.000000 predicted=7.203679, expected=12.000000 predicted=8.951581, expected=4.000000 predicted=7.748137, expected=4.000000 predicted=6.661682, expected=20.000000 predicted=10.663326, expected=8.000000 predicted=9.360901, expected=8.000000 predicted=8.465807, expected=16.000000 predicted=11.073935, expected=4.000000 predicted=8.996817, expected=20.000000 predicted=13.080447, expected=4.000000 predicted=10.551413, expected=8.000000 predicted=8.473228, expected=4.000000 predicted=10.291251, expected=8.000000 predicted=7.187349, expected=20.000000 predicted=12.143403, expected=4.000000 predicted=7.730249, expected=4.000000 predicted=6.865694, expected=8.000000 predicted=8.597485, expected=12.000000 predicted=9.368344, expected=8.000000 predicted=9.621532, expected=8.000000 predicted=7.045409, expected=12.000000 predicted=8.948217, expected=4.000000 predicted=8.364326, expected=20.000000 predicted=10.973218, expected=4.000000 predicted=9.797210, expected=8.000000 predicted=8.038421, expected=8.000000 predicted=10.278424, expected=4.000000 predicted=7.292977, expected=8.000000 predicted=8.947472, expected=4.000000 predicted=6.073622, expected=4.000000 predicted=5.628864, expected=4.000000 predicted=5.508112, expected=4.000000 predicted=4.551940, expected=12.000000 predicted=6.423564, expected=16.000000 predicted=8.033166, expected=4.000000 predicted=6.830511, expected=4.000000 predicted=6.585276, expected=16.000000 predicted=10.079292, expected=8.000000 predicted=10.128255, expected=12.000000 predicted=9.681655, expected=4.000000 predicted=8.168282, expected=4.000000 predicted=7.207124, expected=4.000000 predicted=8.348325, expected=4.000000 predicted=5.856209, expected=8.000000 predicted=6.299499, expected=4.000000 predicted=4.704378, expected=4.000000 predicted=4.335113, expected=4.000000 predicted=4.776141, expected=4.000000 predicted=4.561182, expected=4.000000 predicted=4.711182, expected=12.000000 predicted=5.697366, expected=16.000000 predicted=8.024403, expected=4.000000 predicted=6.814853, expected=4.000000 predicted=6.609041, expected=4.000000 predicted=7.507132, expected=8.000000 predicted=8.050745, expected=12.000000 predicted=8.632921, expected=8.000000 predicted=6.599673, expected=8.000000 predicted=7.023378, expected=4.000000 predicted=7.185827, expected=4.000000 predicted=7.013823, expected=4.000000 predicted=6.827752, expected=12.000000 predicted=7.047240, expected=20.000000 predicted=9.652075, expected=4.000000 predicted=7.425983, expected=20.000000 predicted=10.319924, expected=16.000000 predicted=13.696195, expected=8.000000 predicted=12.211867, expected=8.000000 predicted=12.699795, expected=8.000000 predicted=10.533152, expected=8.000000 predicted=11.369735, expected=4.000000 predicted=8.579129, expected=4.000000 predicted=6.404442, expected=16.000000 predicted=8.685930, expected=8.000000 predicted=8.288100, expected=4.000000 predicted=6.512822, expected=4.000000 predicted=6.680433, expected=12.000000 predicted=8.230843, expected=4.000000 predicted=8.126228, expected=8.000000 predicted=6.317753, expected=8.000000 predicted=7.135040, expected=16.000000 predicted=8.795631, expected=4.000000 predicted=8.712268, expected=4.000000 predicted=6.436724, expected=8.000000 predicted=8.541651, expected=12.000000 predicted=8.816093, expected=4.000000 predicted=7.906836, expected=8.000000 predicted=6.407427, expected=8.000000 predicted=7.722480, expected=4.000000 predicted=6.868300, expected=4.000000 predicted=6.616635, expected=4.000000 predicted=5.341472, expected=16.000000 predicted=7.872734, expected=12.000000 predicted=8.527104, expected=12.000000 predicted=8.226520, expected=12.000000 predicted=10.304580, expected=4.000000 predicted=9.364545, expected=4.000000 predicted=9.590060, expected=16.000000 predicted=10.795827, expected=4.000000 predicted=8.618581, expected=8.000000 predicted=7.457492, expected=8.000000 predicted=7.937801, expected=4.000000 predicted=6.699248, expected=4.000000 predicted=7.375080, expected=12.000000 predicted=7.059741, expected=4.000000 predicted=6.645656, expected=4.000000 predicted=5.504579, expected=4.000000 predicted=5.572324, expected=8.000000 predicted=5.930869, expected=8.000000 predicted=7.030867, expected=8.000000 predicted=5.920921, expected=8.000000 predicted=6.717297, expected=4.000000 predicted=6.384007, expected=8.000000 Test MSE: 25.679
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724])] predicted=18.990555, expected=36.000000 predicted=22.657351, expected=16.000000 predicted=23.409589, expected=16.000000 predicted=22.068713, expected=4.000000 predicted=22.082415, expected=28.000000 predicted=21.298764, expected=28.000000 predicted=23.711204, expected=32.000000 predicted=21.257531, expected=24.000000 predicted=22.376368, expected=24.000000 predicted=21.434864, expected=4.000000 predicted=21.150726, expected=20.000000 predicted=21.961449, expected=24.000000 predicted=22.862168, expected=40.000000 predicted=24.540188, expected=44.000000 predicted=28.898829, expected=32.000000 predicted=25.596388, expected=20.000000 predicted=27.842131, expected=20.000000 predicted=27.981334, expected=12.000000 predicted=26.546006, expected=60.000000 predicted=36.560739, expected=28.000000 predicted=29.155104, expected=56.000000 predicted=33.783587, expected=24.000000 predicted=32.395133, expected=28.000000 predicted=29.813167, expected=12.000000 predicted=35.429382, expected=40.000000 predicted=30.938917, expected=16.000000 predicted=31.200470, expected=8.000000 predicted=18.706398, expected=4.000000 predicted=17.967203, expected=20.000000 predicted=15.735842, expected=16.000000 predicted=19.575822, expected=28.000000 predicted=16.868318, expected=20.000000 predicted=16.307838, expected=40.000000 predicted=21.712116, expected=12.000000 predicted=21.564093, expected=8.000000 predicted=17.422659, expected=12.000000 predicted=20.458740, expected=48.000000 predicted=25.570984, expected=36.000000 predicted=29.339427, expected=48.000000 predicted=28.202227, expected=4.000000 predicted=22.058832, expected=28.000000 predicted=25.763418, expected=20.000000 predicted=32.570596, expected=32.000000 predicted=27.598922, expected=24.000000 predicted=29.454711, expected=40.000000 predicted=23.711735, expected=24.000000 predicted=28.202775, expected=12.000000 predicted=21.947188, expected=12.000000 predicted=23.729736, expected=4.000000 predicted=17.141331, expected=20.000000 predicted=20.850147, expected=28.000000 predicted=19.567168, expected=20.000000 predicted=15.709119, expected=12.000000 predicted=15.118328, expected=32.000000 predicted=19.446325, expected=36.000000 predicted=25.896826, expected=12.000000 predicted=21.725802, expected=16.000000 predicted=20.600087, expected=28.000000 predicted=22.587839, expected=20.000000 predicted=23.595711, expected=20.000000 predicted=23.247955, expected=32.000000 predicted=22.236886, expected=28.000000 predicted=23.434703, expected=20.000000 predicted=24.143373, expected=8.000000 predicted=19.490274, expected=16.000000 predicted=19.592612, expected=40.000000 predicted=27.312801, expected=24.000000 predicted=23.221438, expected=12.000000 predicted=18.485741, expected=20.000000 predicted=19.442977, expected=12.000000 predicted=18.434510, expected=36.000000 predicted=27.030887, expected=36.000000 predicted=25.901859, expected=36.000000 predicted=24.584294, expected=28.000000 predicted=27.790367, expected=20.000000 predicted=24.694288, expected=20.000000 predicted=28.757715, expected=36.000000 predicted=31.004630, expected=32.000000 predicted=29.974574, expected=20.000000 predicted=24.991422, expected=12.000000 predicted=21.622852, expected=24.000000 predicted=23.463623, expected=36.000000 predicted=29.072664, expected=8.000000 predicted=20.699640, expected=20.000000 predicted=19.850857, expected=24.000000 predicted=21.068121, expected=48.000000 predicted=28.336902, expected=96.000000 predicted=48.005478, expected=48.000000 predicted=37.947313, expected=16.000000 predicted=34.121594, expected=12.000000 predicted=36.150725, expected=16.000000 predicted=36.592513, expected=24.000000 predicted=40.937129, expected=8.000000 predicted=21.487836, expected=16.000000 predicted=15.207717, expected=16.000000 predicted=15.629272, expected=4.000000 predicted=11.815993, expected=16.000000 predicted=15.512152, expected=20.000000 predicted=14.166349, expected=20.000000 predicted=15.615112, expected=32.000000 predicted=20.361629, expected=20.000000 predicted=17.336988, expected=16.000000 predicted=18.859059, expected=24.000000 predicted=22.575059, expected=8.000000 predicted=17.713272, expected=40.000000 predicted=26.721562, expected=28.000000 predicted=24.097674, expected=24.000000 predicted=21.366845, expected=40.000000 predicted=29.992669, expected=32.000000 predicted=26.813947, expected=20.000000 predicted=29.408479, expected=24.000000 predicted=27.668842, expected=20.000000 predicted=25.255965, expected=36.000000 predicted=30.824758, expected=56.000000 predicted=36.025700, expected=32.000000 predicted=29.874365, expected=44.000000 predicted=35.186985, expected=24.000000 predicted=32.590851, expected=8.000000 predicted=28.291657, expected=12.000000 predicted=29.838093, expected=28.000000 predicted=26.017070, expected=36.000000 predicted=29.297893, expected=24.000000 predicted=22.421631, expected=24.000000 predicted=20.628050, expected=44.000000 predicted=29.315196, expected=28.000000 predicted=29.829977, expected=40.000000 predicted=33.805501, expected=24.000000 predicted=29.535878, expected=36.000000 predicted=31.449259, expected=52.000000 predicted=41.384803, expected=36.000000 predicted=34.739185, expected=44.000000 predicted=39.506297, expected=52.000000 predicted=41.453912, expected=80.000000 predicted=53.511216, expected=56.000000 predicted=54.115875, expected=52.000000 predicted=50.583576, expected=12.000000 predicted=42.989325, expected=36.000000 predicted=45.391097, expected=36.000000 predicted=48.813408, expected=20.000000 predicted=33.473309, expected=16.000000 predicted=29.071682, expected=44.000000 predicted=28.934782, expected=20.000000 predicted=27.916747, expected=20.000000 predicted=25.053400, expected=36.000000 predicted=28.257983, expected=28.000000 predicted=25.733760, expected=40.000000 predicted=33.949676, expected=44.000000 predicted=33.121107, expected=40.000000 predicted=33.716780, expected=12.000000 predicted=29.845429, expected=32.000000 predicted=31.764931, expected=32.000000 predicted=34.418160, expected=32.000000 predicted=32.284994, expected=28.000000 predicted=30.809953, expected=56.000000 predicted=34.093849, expected=32.000000 predicted=34.790730, expected=24.000000 predicted=31.063592, expected=36.000000 predicted=35.657920, expected=32.000000 predicted=32.926663, expected=56.000000 predicted=43.877536, expected=24.000000 predicted=32.672311, expected=48.000000 predicted=36.339666, expected=48.000000 predicted=42.975336, expected=16.000000 predicted=31.785583, expected=8.000000 predicted=31.483328, expected=36.000000 predicted=30.743919, expected=8.000000 predicted=25.594966, expected=20.000000 predicted=24.123537, expected=24.000000 predicted=20.587131, expected=4.000000 predicted=12.396953, expected=16.000000 predicted=19.669343, expected=20.000000 predicted=15.709460, expected=24.000000 predicted=18.609773, expected=16.000000 predicted=18.168875, expected=32.000000 predicted=19.348987, expected=48.000000 predicted=29.321261, expected=20.000000 predicted=24.515433, expected=32.000000 predicted=28.751845, expected=8.000000 predicted=22.449635, expected=12.000000 predicted=22.297824, expected=8.000000 predicted=22.389536, expected=48.000000 predicted=25.138650, expected=4.000000 predicted=18.423614, expected=8.000000 predicted=11.494453, expected=20.000000 predicted=18.374037, expected=24.000000 predicted=16.935596, expected=4.000000 predicted=19.062083, expected=12.000000 predicted=11.130726, expected=24.000000 predicted=16.378580, expected=20.000000 predicted=17.402435, expected=40.000000 predicted=24.649569, expected=28.000000 predicted=21.248767, expected=12.000000 predicted=19.001364, expected=12.000000 predicted=21.420893, expected=16.000000 predicted=19.835554, expected=40.000000 predicted=28.708559, expected=28.000000 predicted=24.474288, expected=36.000000 predicted=24.503313, expected=20.000000 predicted=23.800776, expected=8.000000 predicted=19.871388, expected=24.000000 predicted=27.499750, expected=12.000000 predicted=20.172556, expected=56.000000 predicted=31.803882, expected=20.000000 predicted=23.640074, expected=28.000000 predicted=21.868104, expected=8.000000 predicted=23.498195, expected=12.000000 predicted=18.009487, expected=16.000000 predicted=26.330285, expected=28.000000 predicted=19.873707, expected=32.000000 predicted=23.783149, expected=4.000000 predicted=13.387825, expected=12.000000 predicted=15.496706, expected=24.000000 predicted=20.305137, expected=8.000000 predicted=16.684395, expected=12.000000 predicted=16.435271, expected=24.000000 predicted=15.090843, expected=32.000000 predicted=19.883801, expected=20.000000 predicted=20.509952, expected=16.000000 predicted=16.953790, expected=28.000000 predicted=22.173128, expected=24.000000 predicted=23.840479, expected=12.000000 predicted=21.012940, expected=16.000000 predicted=18.983883, expected=36.000000 predicted=23.826343, expected=56.000000 predicted=33.361401, expected=20.000000 predicted=25.670402, expected=28.000000 predicted=25.991676, expected=16.000000 predicted=26.164794, expected=16.000000 predicted=25.933070, expected=20.000000 predicted=28.747432, expected=8.000000 predicted=16.085833, expected=44.000000 predicted=26.274169, expected=12.000000 predicted=18.469734, expected=24.000000 predicted=19.360233, expected=16.000000 predicted=21.331953, expected=4.000000 predicted=13.327359, expected=32.000000 predicted=26.192813, expected=28.000000 predicted=20.399285, expected=48.000000 predicted=28.357961, expected=28.000000 predicted=26.276945, expected=12.000000 predicted=20.017680, expected=4.000000 predicted=22.723963, expected=20.000000 predicted=22.934448, expected=36.000000 predicted=29.270018, expected=16.000000 predicted=19.444369, expected=24.000000 predicted=18.529527, expected=36.000000 predicted=23.714106, expected=4.000000 predicted=18.781092, expected=32.000000 predicted=26.564981, expected=44.000000 predicted=29.034787, expected=56.000000 predicted=34.921347, expected=28.000000 predicted=33.225395, expected=12.000000 predicted=23.130299, expected=28.000000 predicted=32.815105, expected=24.000000 predicted=31.912840, expected=24.000000 predicted=30.110906, expected=52.000000 predicted=32.530645, expected=8.000000 predicted=20.706740, expected=20.000000 predicted=24.090044, expected=16.000000 predicted=23.963638, expected=24.000000 predicted=23.000559, expected=12.000000 predicted=23.938976, expected=12.000000 predicted=13.526317, expected=20.000000 predicted=18.353509, expected=24.000000 predicted=18.667857, expected=12.000000 predicted=16.988908, expected=8.000000 predicted=13.065428, expected=8.000000 predicted=12.910206, expected=24.000000 predicted=17.610932, expected=20.000000 predicted=17.621483, expected=4.000000 predicted=10.676612, expected=28.000000 predicted=16.776349, expected=12.000000 predicted=14.945629, expected=12.000000 predicted=15.691060, expected=20.000000 predicted=17.711395, expected=20.000000 predicted=15.172893, expected=20.000000 predicted=19.682945, expected=20.000000 predicted=17.290206, expected=4.000000 predicted=13.475080, expected=24.000000 predicted=18.955810, expected=24.000000 predicted=20.189087, expected=20.000000 predicted=18.364716, expected=4.000000 predicted=14.605267, expected=40.000000 predicted=20.964926, expected=32.000000 predicted=25.943251, expected=20.000000 predicted=21.758629, expected=24.000000 predicted=23.716100, expected=16.000000 predicted=19.660144, expected=16.000000 predicted=24.428972, expected=28.000000 predicted=24.725981, expected=16.000000 predicted=19.273996, expected=16.000000 predicted=18.867446, expected=12.000000 predicted=16.659060, expected=24.000000 predicted=18.971365, expected=32.000000 predicted=23.981684, expected=8.000000 predicted=15.852684, expected=24.000000 predicted=19.501921, expected=48.000000 predicted=27.924589, expected=20.000000 predicted=24.255968, expected=28.000000 predicted=27.038250, expected=20.000000 predicted=23.102131, expected=52.000000 predicted=33.729037, expected=48.000000 predicted=39.741212, expected=40.000000 predicted=33.252161, expected=24.000000 predicted=33.247484, expected=20.000000 predicted=30.238412, expected=4.000000 predicted=28.982989, expected=16.000000 predicted=25.663848, expected=32.000000 predicted=26.398679, expected=40.000000 predicted=25.422894, expected=4.000000 predicted=16.651215, expected=20.000000 predicted=17.560863, expected=8.000000 predicted=18.532097, expected=20.000000 predicted=20.649565, expected=20.000000 predicted=21.740326, expected=12.000000 predicted=12.100491, expected=20.000000 predicted=17.624434, expected=12.000000 predicted=14.194699, expected=32.000000 predicted=21.107148, expected=20.000000 predicted=19.962380, expected=16.000000 predicted=16.804683, expected=20.000000 predicted=20.465481, expected=20.000000 predicted=19.080145, expected=8.000000 predicted=18.526761, expected=16.000000 predicted=16.777122, expected=16.000000 predicted=16.271579, expected=28.000000 predicted=19.478158, expected=16.000000 predicted=17.569342, expected=16.000000 predicted=15.222987, expected=20.000000 predicted=19.008301, expected=12.000000 predicted=16.586186, expected=4.000000 predicted=14.978609, expected=12.000000 predicted=13.463613, expected=32.000000 predicted=18.770018, expected=12.000000 predicted=15.068042, expected=24.000000 predicted=16.376763, expected=24.000000 predicted=18.372369, expected=16.000000 predicted=17.875353, expected=20.000000 predicted=22.279262, expected=28.000000 predicted=21.157677, expected=20.000000 predicted=21.688656, expected=36.000000 predicted=25.804651, expected=40.000000 predicted=28.234008, expected=28.000000 predicted=27.218484, expected=32.000000 predicted=30.667926, expected=28.000000 predicted=29.427123, expected=4.000000 predicted=24.420217, expected=12.000000 predicted=23.484740, expected=12.000000 predicted=19.360247, expected=8.000000 predicted=15.653520, expected=44.000000 predicted=23.565729, expected=60.000000 predicted=28.168391, expected=4.000000 predicted=18.077486, expected=12.000000 predicted=19.953893, expected=24.000000 predicted=24.436023, expected=44.000000 predicted=33.911462, expected=20.000000 predicted=29.597441, expected=4.000000 predicted=13.690336, expected=60.000000 predicted=32.222294, expected=36.000000 predicted=31.273078, expected=32.000000 predicted=32.090641, expected=36.000000 predicted=32.570257, expected=56.000000 predicted=36.780704, expected=24.000000 predicted=39.616028, expected=16.000000 predicted=30.317297, expected=8.000000 predicted=26.600272, expected=24.000000 predicted=27.026740, expected=28.000000 predicted=29.271971, expected=8.000000 predicted=16.205349, expected=24.000000 predicted=19.103647, expected=12.000000 predicted=16.012295, expected=28.000000 predicted=21.364376, expected=12.000000 predicted=18.999946, expected=12.000000 predicted=13.859617, expected=16.000000 predicted=18.412985, expected=16.000000 predicted=15.204365, expected=28.000000 predicted=20.980635, expected=12.000000 predicted=14.973329, expected=28.000000 predicted=19.309265, expected=24.000000 predicted=21.412629, expected=24.000000 predicted=21.018778, expected=24.000000 predicted=24.279479, expected=20.000000 predicted=20.625112, expected=8.000000 predicted=19.616505, expected=20.000000 predicted=20.409504, expected=24.000000 predicted=21.199143, expected=16.000000 predicted=18.097741, expected=20.000000 predicted=18.644167, expected=40.000000 predicted=23.536566, expected=24.000000 predicted=23.311952, expected=12.000000 predicted=20.565259, expected=12.000000 predicted=19.554746, expected=16.000000 predicted=19.673819, expected=48.000000 predicted=30.283679, expected=24.000000 predicted=22.803648, expected=28.000000 predicted=22.346105, expected=8.000000 predicted=20.443139, expected=16.000000 predicted=20.813384, expected=4.000000 predicted=21.414432, expected=20.000000 predicted=17.221031, expected=8.000000 predicted=14.707949, expected=4.000000 predicted=8.034688, expected=12.000000 predicted=11.962540, expected=8.000000 predicted=8.389060, expected=8.000000 predicted=10.206328, expected=28.000000 predicted=14.080866, expected=8.000000 predicted=9.940872, expected=24.000000 predicted=15.424279, expected=12.000000 predicted=14.490145, expected=16.000000 predicted=14.363294, expected=8.000000 predicted=16.343174, expected=16.000000 predicted=13.346106, expected=16.000000 predicted=16.484376, expected=28.000000 predicted=17.237909, expected=16.000000 predicted=16.638636, expected=28.000000 predicted=18.886030, expected=12.000000 predicted=18.333012, expected=12.000000 predicted=16.631710, expected=12.000000 Test MSE: 183.335
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982])] predicted=20.179529, expected=28.000000 predicted=21.998805, expected=8.000000 predicted=19.318532, expected=16.000000 predicted=17.892826, expected=16.000000 predicted=19.961935, expected=12.000000 predicted=16.546168, expected=20.000000 predicted=17.004411, expected=12.000000 predicted=13.897309, expected=52.000000 predicted=22.661451, expected=36.000000 predicted=26.472933, expected=32.000000 predicted=26.167384, expected=20.000000 predicted=25.839976, expected=36.000000 predicted=31.053997, expected=4.000000 predicted=30.700660, expected=20.000000 predicted=23.691240, expected=28.000000 predicted=24.617927, expected=36.000000 predicted=25.979641, expected=28.000000 predicted=26.048472, expected=8.000000 predicted=18.033416, expected=20.000000 predicted=21.868443, expected=16.000000 predicted=23.634693, expected=28.000000 predicted=24.249017, expected=28.000000 predicted=22.351749, expected=44.000000 predicted=24.646257, expected=8.000000 predicted=22.979590, expected=16.000000 predicted=20.363936, expected=16.000000 predicted=23.499427, expected=16.000000 predicted=22.667761, expected=36.000000 predicted=24.822898, expected=8.000000 predicted=16.555051, expected=12.000000 predicted=15.217390, expected=4.000000 predicted=14.336046, expected=32.000000 predicted=19.658496, expected=12.000000 predicted=19.512246, expected=20.000000 predicted=13.316085, expected=8.000000 predicted=13.730054, expected=44.000000 predicted=20.371280, expected=20.000000 predicted=24.984233, expected=40.000000 predicted=22.364581, expected=24.000000 predicted=26.097304, expected=20.000000 predicted=24.066516, expected=16.000000 predicted=27.256083, expected=24.000000 predicted=24.171696, expected=16.000000 predicted=24.703708, expected=20.000000 predicted=19.754402, expected=44.000000 predicted=24.543815, expected=16.000000 predicted=23.478090, expected=36.000000 predicted=24.188572, expected=28.000000 predicted=27.002222, expected=36.000000 predicted=29.792605, expected=36.000000 predicted=33.607622, expected=56.000000 predicted=34.852889, expected=20.000000 predicted=35.803832, expected=28.000000 predicted=30.728961, expected=8.000000 predicted=30.412979, expected=24.000000 predicted=28.407251, expected=32.000000 predicted=31.646027, expected=24.000000 predicted=23.508984, expected=8.000000 predicted=19.342330, expected=24.000000 predicted=18.218843, expected=20.000000 predicted=23.589744, expected=8.000000 predicted=19.485998, expected=40.000000 predicted=20.843252, expected=36.000000 predicted=24.601625, expected=4.000000 predicted=20.894267, expected=28.000000 predicted=20.255295, expected=12.000000 predicted=21.428529, expected=8.000000 predicted=21.996882, expected=16.000000 predicted=18.300844, expected=16.000000 predicted=13.975150, expected=28.000000 predicted=19.519974, expected=16.000000 predicted=16.241233, expected=20.000000 predicted=15.919486, expected=28.000000 predicted=20.727785, expected=28.000000 predicted=23.179734, expected=36.000000 predicted=26.707084, expected=4.000000 predicted=20.903015, expected=32.000000 predicted=22.646444, expected=28.000000 predicted=27.950891, expected=12.000000 predicted=23.640753, expected=12.000000 predicted=19.929833, expected=36.000000 predicted=20.176012, expected=24.000000 predicted=26.220350, expected=4.000000 predicted=18.541775, expected=16.000000 predicted=15.666363, expected=40.000000 predicted=23.018581, expected=16.000000 predicted=24.397593, expected=24.000000 predicted=19.840396, expected=36.000000 predicted=22.290604, expected=8.000000 predicted=22.663436, expected=28.000000 predicted=25.449788, expected=28.000000 predicted=23.710379, expected=28.000000 predicted=25.525117, expected=16.000000 predicted=24.581358, expected=20.000000 predicted=19.773412, expected=40.000000 predicted=27.572788, expected=12.000000 predicted=24.661357, expected=36.000000 predicted=24.789568, expected=12.000000 predicted=22.853261, expected=16.000000 predicted=21.441877, expected=24.000000 predicted=24.550241, expected=12.000000 predicted=18.592619, expected=20.000000 predicted=20.524790, expected=32.000000 predicted=19.479490, expected=24.000000 predicted=21.704342, expected=20.000000 predicted=21.730432, expected=8.000000 predicted=18.173172, expected=28.000000 predicted=21.671821, expected=28.000000 predicted=24.949947, expected=40.000000 predicted=25.251808, expected=28.000000 predicted=25.360584, expected=20.000000 predicted=23.434884, expected=32.000000 predicted=28.953578, expected=20.000000 predicted=28.467808, expected=24.000000 predicted=27.701494, expected=28.000000 predicted=25.670969, expected=12.000000 predicted=22.502123, expected=12.000000 predicted=21.035590, expected=16.000000 predicted=18.626265, expected=32.000000 predicted=21.687494, expected=44.000000 predicted=25.743709, expected=32.000000 predicted=24.488536, expected=20.000000 predicted=23.933208, expected=12.000000 predicted=24.033503, expected=24.000000 predicted=27.628508, expected=4.000000 predicted=24.112800, expected=32.000000 predicted=21.228739, expected=52.000000 predicted=26.131726, expected=28.000000 predicted=25.492278, expected=12.000000 predicted=22.991375, expected=28.000000 predicted=23.483893, expected=4.000000 predicted=26.482948, expected=4.000000 predicted=22.501707, expected=8.000000 predicted=14.553967, expected=16.000000 predicted=12.566588, expected=20.000000 predicted=15.450819, expected=12.000000 predicted=10.333185, expected=20.000000 predicted=12.569359, expected=12.000000 predicted=14.173731, expected=12.000000 predicted=14.930399, expected=32.000000 predicted=18.964313, expected=24.000000 predicted=19.377089, expected=28.000000 predicted=21.488545, expected=16.000000 predicted=19.568188, expected=36.000000 predicted=23.902425, expected=20.000000 predicted=26.973851, expected=4.000000 predicted=19.982633, expected=32.000000 predicted=22.757776, expected=24.000000 predicted=22.768063, expected=28.000000 predicted=25.279410, expected=28.000000 predicted=22.685877, expected=24.000000 predicted=21.908754, expected=20.000000 predicted=25.963093, expected=12.000000 predicted=21.910785, expected=36.000000 predicted=25.334221, expected=40.000000 predicted=28.631480, expected=8.000000 predicted=22.843429, expected=12.000000 predicted=19.354579, expected=16.000000 predicted=19.734789, expected=16.000000 predicted=22.710805, expected=8.000000 predicted=17.944766, expected=36.000000 predicted=16.267888, expected=16.000000 predicted=17.740257, expected=20.000000 predicted=18.030051, expected=44.000000 predicted=23.843973, expected=8.000000 predicted=21.032143, expected=20.000000 predicted=23.906076, expected=4.000000 predicted=17.481563, expected=28.000000 predicted=20.768193, expected=12.000000 predicted=21.732425, expected=12.000000 predicted=13.113071, expected=16.000000 predicted=15.435397, expected=12.000000 predicted=13.370905, expected=16.000000 predicted=16.790898, expected=20.000000 predicted=14.835716, expected=32.000000 predicted=18.552310, expected=24.000000 predicted=20.438333, expected=8.000000 predicted=17.340628, expected=12.000000 predicted=17.337238, expected=12.000000 predicted=17.897877, expected=20.000000 predicted=19.368358, expected=4.000000 predicted=13.861231, expected=36.000000 predicted=15.294578, expected=24.000000 predicted=18.966324, expected=4.000000 predicted=15.578197, expected=12.000000 predicted=15.674555, expected=12.000000 predicted=14.435692, expected=12.000000 predicted=18.118622, expected=8.000000 predicted=12.629661, expected=40.000000 predicted=15.064218, expected=20.000000 predicted=18.209924, expected=12.000000 predicted=16.242720, expected=24.000000 predicted=18.450628, expected=24.000000 predicted=20.750757, expected=20.000000 predicted=24.651983, expected=16.000000 predicted=19.074431, expected=28.000000 predicted=20.247862, expected=32.000000 predicted=24.845752, expected=44.000000 predicted=28.406270, expected=4.000000 predicted=23.040723, expected=28.000000 predicted=23.574177, expected=36.000000 predicted=29.469931, expected=24.000000 predicted=28.555037, expected=4.000000 predicted=23.708229, expected=8.000000 predicted=15.391623, expected=20.000000 predicted=20.607780, expected=48.000000 predicted=25.990591, expected=24.000000 predicted=22.123064, expected=4.000000 predicted=15.408424, expected=36.000000 predicted=22.907659, expected=8.000000 predicted=23.183237, expected=16.000000 predicted=23.554608, expected=16.000000 predicted=17.859537, expected=20.000000 predicted=16.065826, expected=16.000000 predicted=19.685391, expected=36.000000 predicted=18.732187, expected=16.000000 predicted=19.915863, expected=20.000000 predicted=19.908955, expected=4.000000 predicted=18.198417, expected=12.000000 predicted=16.671749, expected=16.000000 predicted=18.793583, expected=20.000000 predicted=15.096413, expected=24.000000 predicted=16.744362, expected=20.000000 predicted=15.418609, expected=8.000000 predicted=15.769232, expected=20.000000 predicted=17.735959, expected=4.000000 predicted=15.975814, expected=20.000000 predicted=16.419279, expected=32.000000 predicted=18.628554, expected=12.000000 predicted=15.456432, expected=20.000000 predicted=17.752654, expected=20.000000 predicted=17.227719, expected=28.000000 predicted=22.226622, expected=4.000000 predicted=19.666084, expected=32.000000 predicted=18.848925, expected=12.000000 predicted=19.749197, expected=8.000000 predicted=16.676023, expected=16.000000 predicted=17.416007, expected=12.000000 predicted=13.345782, expected=12.000000 predicted=16.322096, expected=16.000000 predicted=12.754378, expected=28.000000 predicted=15.459915, expected=24.000000 predicted=18.412052, expected=8.000000 predicted=15.830878, expected=16.000000 predicted=16.567024, expected=4.000000 predicted=15.609872, expected=28.000000 predicted=18.941689, expected=24.000000 predicted=18.655006, expected=24.000000 predicted=16.832540, expected=24.000000 predicted=19.854746, expected=16.000000 predicted=18.650843, expected=12.000000 predicted=21.235106, expected=16.000000 predicted=19.451041, expected=4.000000 predicted=16.118121, expected=28.000000 predicted=17.474640, expected=16.000000 predicted=15.984785, expected=32.000000 predicted=17.922013, expected=4.000000 predicted=16.473188, expected=8.000000 predicted=13.403723, expected=4.000000 predicted=15.912560, expected=16.000000 predicted=13.619025, expected=28.000000 predicted=17.570453, expected=28.000000 predicted=14.768586, expected=8.000000 predicted=14.219341, expected=20.000000 predicted=15.748362, expected=8.000000 predicted=17.755484, expected=8.000000 predicted=16.946259, expected=12.000000 predicted=15.037004, expected=24.000000 predicted=13.561272, expected=16.000000 predicted=15.529489, expected=16.000000 predicted=13.309044, expected=28.000000 predicted=17.054167, expected=8.000000 predicted=16.787200, expected=12.000000 predicted=17.080553, expected=20.000000 predicted=16.844654, expected=16.000000 predicted=16.865103, expected=4.000000 predicted=15.182340, expected=20.000000 predicted=12.839647, expected=8.000000 predicted=13.374245, expected=20.000000 predicted=15.084734, expected=32.000000 predicted=17.660397, expected=24.000000 predicted=17.439701, expected=16.000000 predicted=19.592820, expected=32.000000 predicted=21.005337, expected=12.000000 predicted=22.332299, expected=20.000000 predicted=22.917160, expected=12.000000 predicted=19.558691, expected=24.000000 predicted=19.038049, expected=20.000000 predicted=21.452251, expected=16.000000 predicted=16.715334, expected=12.000000 predicted=17.185602, expected=12.000000 predicted=15.294166, expected=12.000000 predicted=16.501997, expected=24.000000 predicted=16.771738, expected=20.000000 predicted=16.566910, expected=12.000000 predicted=14.777756, expected=12.000000 predicted=14.602431, expected=16.000000 predicted=15.606439, expected=24.000000 predicted=18.983789, expected=24.000000 predicted=18.739771, expected=44.000000 predicted=22.311876, expected=40.000000 predicted=26.813642, expected=12.000000 predicted=24.813045, expected=24.000000 predicted=26.589527, expected=12.000000 predicted=25.272572, expected=12.000000 predicted=24.924294, expected=24.000000 predicted=22.662446, expected=16.000000 predicted=16.585396, expected=32.000000 predicted=20.948177, expected=24.000000 predicted=19.980175, expected=8.000000 predicted=17.856876, expected=8.000000 predicted=17.892543, expected=12.000000 predicted=16.184263, expected=4.000000 predicted=15.801772, expected=12.000000 predicted=12.339371, expected=36.000000 predicted=14.460635, expected=20.000000 predicted=15.832563, expected=12.000000 predicted=15.061444, expected=28.000000 predicted=17.385091, expected=12.000000 predicted=19.065955, expected=24.000000 predicted=23.228277, expected=16.000000 predicted=18.857114, expected=4.000000 predicted=14.718212, expected=8.000000 predicted=15.580552, expected=20.000000 predicted=14.145852, expected=12.000000 predicted=15.319143, expected=28.000000 predicted=15.581901, expected=16.000000 predicted=14.116425, expected=16.000000 predicted=15.549745, expected=16.000000 predicted=17.907205, expected=20.000000 predicted=17.511430, expected=24.000000 predicted=21.232014, expected=8.000000 predicted=16.238795, expected=40.000000 predicted=20.893368, expected=12.000000 predicted=20.093417, expected=16.000000 predicted=19.263263, expected=16.000000 predicted=19.330596, expected=8.000000 predicted=15.384466, expected=20.000000 predicted=20.531157, expected=16.000000 predicted=14.799999, expected=16.000000 predicted=15.505723, expected=40.000000 predicted=20.140026, expected=32.000000 predicted=22.216891, expected=28.000000 predicted=25.184703, expected=28.000000 predicted=25.424106, expected=12.000000 predicted=24.109906, expected=8.000000 predicted=24.473475, expected=20.000000 predicted=21.803740, expected=32.000000 predicted=23.190937, expected=16.000000 predicted=20.721356, expected=20.000000 predicted=17.139130, expected=16.000000 predicted=17.237588, expected=4.000000 predicted=17.210934, expected=4.000000 predicted=15.671469, expected=20.000000 predicted=13.803033, expected=20.000000 predicted=15.686108, expected=16.000000 predicted=14.133220, expected=20.000000 predicted=13.212581, expected=20.000000 predicted=15.659723, expected=4.000000 predicted=16.203540, expected=20.000000 predicted=16.621771, expected=24.000000 predicted=17.931375, expected=8.000000 predicted=16.374851, expected=24.000000 predicted=17.026980, expected=12.000000 predicted=14.135861, expected=20.000000 predicted=18.251968, expected=36.000000 predicted=22.093924, expected=8.000000 predicted=17.145351, expected=8.000000 predicted=17.299197, expected=16.000000 predicted=15.426901, expected=4.000000 predicted=15.429547, expected=8.000000 predicted=15.140496, expected=8.000000 predicted=8.353977, expected=28.000000 predicted=12.775287, expected=40.000000 predicted=19.649292, expected=12.000000 predicted=15.932173, expected=8.000000 predicted=14.855150, expected=8.000000 predicted=14.861557, expected=8.000000 Test MSE: 127.088
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703])] predicted=16.586738, expected=16.000000 predicted=13.682161, expected=8.000000 predicted=11.763716, expected=8.000000 predicted=10.630471, expected=80.000000 predicted=20.113592, expected=4.000000 predicted=23.790267, expected=24.000000 predicted=24.203984, expected=20.000000 predicted=21.783166, expected=20.000000 predicted=24.549769, expected=4.000000 predicted=29.809180, expected=16.000000 predicted=13.461101, expected=4.000000 predicted=14.947984, expected=4.000000 predicted=11.650922, expected=8.000000 predicted=9.638251, expected=4.000000 predicted=6.274979, expected=20.000000 predicted=9.528303, expected=12.000000 predicted=8.739469, expected=32.000000 predicted=12.981469, expected=32.000000 predicted=18.128929, expected=12.000000 predicted=18.870720, expected=16.000000 predicted=20.622557, expected=28.000000 predicted=20.487740, expected=4.000000 predicted=21.487739, expected=20.000000 predicted=19.357659, expected=16.000000 predicted=15.347862, expected=28.000000 predicted=18.369660, expected=20.000000 predicted=20.510010, expected=12.000000 predicted=16.354188, expected=4.000000 predicted=16.654011, expected=16.000000 predicted=15.025725, expected=12.000000 predicted=15.752868, expected=20.000000 predicted=14.497517, expected=8.000000 predicted=12.465572, expected=20.000000 predicted=12.611822, expected=24.000000 predicted=16.555764, expected=16.000000 predicted=16.841695, expected=16.000000 predicted=17.813389, expected=4.000000 predicted=14.133187, expected=8.000000 predicted=14.330763, expected=16.000000 predicted=13.971238, expected=8.000000 predicted=11.707067, expected=16.000000 predicted=11.765133, expected=24.000000 predicted=12.158871, expected=8.000000 predicted=13.568498, expected=24.000000 predicted=16.020506, expected=12.000000 predicted=14.910367, expected=16.000000 predicted=16.606233, expected=4.000000 predicted=15.253789, expected=28.000000 predicted=14.125671, expected=20.000000 predicted=17.994151, expected=12.000000 predicted=15.848285, expected=20.000000 predicted=16.621530, expected=16.000000 predicted=15.598833, expected=16.000000 predicted=19.234918, expected=12.000000 predicted=16.286533, expected=24.000000 predicted=16.042311, expected=8.000000 predicted=16.530993, expected=32.000000 predicted=17.601396, expected=8.000000 predicted=17.219237, expected=20.000000 predicted=16.882315, expected=20.000000 predicted=18.830594, expected=16.000000 predicted=16.761958, expected=32.000000 predicted=21.875993, expected=16.000000 predicted=18.610635, expected=16.000000 predicted=20.264623, expected=16.000000 predicted=19.032365, expected=8.000000 predicted=16.976459, expected=12.000000 predicted=17.180944, expected=20.000000 predicted=14.308572, expected=8.000000 predicted=13.850298, expected=52.000000 predicted=18.524703, expected=4.000000 predicted=18.676189, expected=24.000000 predicted=19.658432, expected=12.000000 predicted=19.661164, expected=24.000000 predicted=19.095197, expected=12.000000 predicted=23.702172, expected=28.000000 predicted=16.034832, expected=4.000000 predicted=18.611006, expected=12.000000 predicted=14.648479, expected=20.000000 predicted=16.433517, expected=16.000000 predicted=15.166304, expected=16.000000 predicted=17.185189, expected=16.000000 predicted=13.416325, expected=20.000000 predicted=16.174600, expected=4.000000 predicted=16.133169, expected=24.000000 predicted=15.198650, expected=28.000000 predicted=17.669699, expected=4.000000 predicted=17.240731, expected=8.000000 predicted=15.034637, expected=12.000000 predicted=11.778850, expected=12.000000 predicted=14.839401, expected=12.000000 predicted=13.845257, expected=28.000000 predicted=11.794809, expected=20.000000 predicted=15.481992, expected=12.000000 predicted=16.485934, expected=12.000000 predicted=15.627028, expected=24.000000 predicted=16.733710, expected=8.000000 predicted=18.464214, expected=4.000000 predicted=13.986224, expected=32.000000 predicted=13.914756, expected=4.000000 predicted=14.562896, expected=4.000000 predicted=13.993636, expected=12.000000 predicted=9.814880, expected=20.000000 predicted=11.140856, expected=12.000000 predicted=15.823883, expected=20.000000 predicted=11.726447, expected=28.000000 predicted=15.114402, expected=20.000000 predicted=18.755255, expected=8.000000 predicted=18.919155, expected=12.000000 predicted=15.923849, expected=24.000000 predicted=17.707105, expected=12.000000 predicted=18.280150, expected=8.000000 predicted=14.905967, expected=8.000000 predicted=11.535242, expected=8.000000 predicted=11.370656, expected=32.000000 predicted=15.089017, expected=4.000000 predicted=13.131848, expected=28.000000 predicted=14.124406, expected=12.000000 predicted=15.367111, expected=12.000000 predicted=15.404119, expected=32.000000 predicted=20.074416, expected=12.000000 predicted=16.456392, expected=16.000000 predicted=19.618207, expected=20.000000 predicted=16.675293, expected=12.000000 predicted=16.971097, expected=32.000000 predicted=20.786727, expected=28.000000 predicted=19.748819, expected=8.000000 predicted=20.394573, expected=16.000000 predicted=19.213108, expected=4.000000 predicted=15.951195, expected=20.000000 predicted=17.969372, expected=16.000000 predicted=16.077613, expected=12.000000 predicted=12.842272, expected=16.000000 predicted=14.113093, expected=4.000000 predicted=11.732290, expected=20.000000 predicted=14.320246, expected=20.000000 predicted=14.533860, expected=16.000000 predicted=15.027151, expected=16.000000 predicted=15.647811, expected=16.000000 predicted=14.548922, expected=20.000000 predicted=17.889584, expected=20.000000 predicted=18.158865, expected=4.000000 predicted=16.052137, expected=16.000000 predicted=14.847225, expected=24.000000 predicted=15.869613, expected=20.000000 predicted=17.823704, expected=24.000000 predicted=18.485317, expected=12.000000 predicted=16.438899, expected=12.000000 predicted=17.831459, expected=16.000000 predicted=17.813229, expected=12.000000 predicted=16.150902, expected=20.000000 predicted=16.264750, expected=8.000000 predicted=13.661479, expected=28.000000 predicted=15.182117, expected=12.000000 predicted=16.480665, expected=8.000000 predicted=15.006500, expected=16.000000 predicted=15.020377, expected=8.000000 predicted=12.955529, expected=60.000000 predicted=20.489617, expected=20.000000 predicted=22.035300, expected=4.000000 predicted=20.679404, expected=24.000000 predicted=20.256628, expected=12.000000 predicted=20.419983, expected=4.000000 predicted=23.548875, expected=-4.000000 predicted=10.466840, expected=20.000000 predicted=8.366431, expected=36.000000 predicted=14.867328, expected=12.000000 predicted=14.699599, expected=4.000000 predicted=12.624038, expected=16.000000 predicted=12.468696, expected=28.000000 predicted=18.460625, expected=12.000000 predicted=19.286116, expected=44.000000 predicted=18.412041, expected=20.000000 predicted=20.549019, expected=16.000000 predicted=23.255984, expected=8.000000 predicted=21.703136, expected=20.000000 predicted=18.858720, expected=4.000000 predicted=20.026213, expected=12.000000 predicted=13.498822, expected=48.000000 predicted=16.468958, expected=36.000000 predicted=21.253838, expected=20.000000 predicted=24.848826, expected=32.000000 predicted=24.327821, expected=12.000000 predicted=25.874021, expected=24.000000 predicted=29.302127, expected=44.000000 predicted=27.498462, expected=24.000000 predicted=26.458421, expected=8.000000 predicted=25.648299, expected=16.000000 predicted=20.316342, expected=4.000000 predicted=19.701472, expected=20.000000 predicted=20.216919, expected=16.000000 predicted=15.057499, expected=32.000000 predicted=15.522915, expected=20.000000 predicted=18.444097, expected=8.000000 predicted=16.642262, expected=8.000000 predicted=17.194075, expected=12.000000 predicted=15.313318, expected=16.000000 predicted=16.650910, expected=28.000000 predicted=15.525831, expected=12.000000 predicted=14.288492, expected=4.000000 predicted=13.469699, expected=8.000000 predicted=12.706945, expected=20.000000 predicted=14.074480, expected=24.000000 predicted=16.747677, expected=8.000000 predicted=13.357088, expected=36.000000 predicted=15.480069, expected=20.000000 predicted=18.816755, expected=8.000000 predicted=20.223737, expected=8.000000 predicted=17.482446, expected=4.000000 predicted=13.111274, expected=16.000000 predicted=16.072429, expected=24.000000 predicted=13.550132, expected=4.000000 predicted=11.279845, expected=12.000000 predicted=11.172556, expected=12.000000 predicted=11.038557, expected=8.000000 predicted=12.952598, expected=16.000000 predicted=13.194549, expected=16.000000 predicted=10.821281, expected=32.000000 predicted=15.685248, expected=16.000000 predicted=16.948877, expected=4.000000 predicted=15.490279, expected=12.000000 predicted=15.401404, expected=32.000000 predicted=17.699686, expected=36.000000 predicted=22.783409, expected=4.000000 predicted=18.378977, expected=8.000000 predicted=15.418529, expected=12.000000 predicted=16.349214, expected=16.000000 predicted=18.645834, expected=20.000000 predicted=17.130400, expected=16.000000 predicted=12.341780, expected=16.000000 predicted=14.381329, expected=4.000000 predicted=14.022351, expected=12.000000 predicted=13.917952, expected=12.000000 predicted=13.461023, expected=60.000000 predicted=19.044779, expected=12.000000 predicted=20.114111, expected=8.000000 predicted=17.987118, expected=16.000000 predicted=18.822100, expected=12.000000 predicted=19.583704, expected=8.000000 predicted=22.062269, expected=4.000000 predicted=10.107539, expected=40.000000 predicted=13.554618, expected=28.000000 predicted=17.977796, expected=12.000000 predicted=17.831093, expected=20.000000 predicted=17.973828, expected=8.000000 predicted=17.788783, expected=12.000000 predicted=21.141288, expected=8.000000 predicted=15.237689, expected=28.000000 predicted=14.216504, expected=4.000000 predicted=14.025214, expected=4.000000 predicted=10.816572, expected=20.000000 predicted=12.058484, expected=4.000000 predicted=11.262156, expected=16.000000 predicted=13.553381, expected=16.000000 predicted=10.047724, expected=4.000000 predicted=10.634926, expected=12.000000 predicted=12.339250, expected=16.000000 predicted=10.616489, expected=8.000000 predicted=12.417980, expected=4.000000 predicted=10.485255, expected=8.000000 predicted=8.203764, expected=16.000000 predicted=10.466420, expected=8.000000 predicted=10.451221, expected=8.000000 predicted=8.767594, expected=12.000000 predicted=8.848416, expected=28.000000 predicted=12.714589, expected=4.000000 predicted=13.242933, expected=20.000000 predicted=13.107394, expected=24.000000 predicted=15.112810, expected=20.000000 predicted=17.871036, expected=4.000000 predicted=17.739805, expected=16.000000 predicted=13.929038, expected=8.000000 predicted=15.378922, expected=16.000000 predicted=15.126179, expected=28.000000 predicted=15.272947, expected=12.000000 predicted=13.749419, expected=16.000000 predicted=16.235025, expected=12.000000 predicted=14.791145, expected=24.000000 predicted=17.668851, expected=24.000000 predicted=19.696819, expected=16.000000 predicted=17.348775, expected=8.000000 predicted=16.870741, expected=12.000000 predicted=15.645736, expected=20.000000 predicted=17.386896, expected=16.000000 predicted=16.462446, expected=28.000000 predicted=16.556842, expected=20.000000 predicted=16.877755, expected=4.000000 predicted=16.878068, expected=4.000000 predicted=15.596716, expected=12.000000 predicted=13.728899, expected=4.000000 predicted=12.898370, expected=12.000000 predicted=9.926077, expected=16.000000 predicted=8.195072, expected=20.000000 predicted=10.923613, expected=16.000000 predicted=13.405752, expected=8.000000 predicted=12.370571, expected=8.000000 predicted=13.208346, expected=12.000000 predicted=13.259171, expected=16.000000 predicted=13.591956, expected=20.000000 predicted=13.474163, expected=16.000000 predicted=13.147093, expected=16.000000 predicted=14.367595, expected=24.000000 predicted=16.880629, expected=20.000000 predicted=18.545938, expected=12.000000 predicted=18.357426, expected=8.000000 predicted=16.024115, expected=4.000000 predicted=13.978836, expected=16.000000 predicted=14.292085, expected=12.000000 predicted=12.383431, expected=4.000000 predicted=9.732618, expected=8.000000 predicted=8.544382, expected=20.000000 predicted=9.970575, expected=16.000000 predicted=12.889823, expected=12.000000 predicted=12.250941, expected=8.000000 predicted=10.960836, expected=8.000000 predicted=11.679282, expected=16.000000 predicted=13.501820, expected=8.000000 predicted=11.625777, expected=12.000000 predicted=10.802517, expected=12.000000 predicted=10.403808, expected=20.000000 predicted=12.326501, expected=8.000000 predicted=12.983001, expected=8.000000 predicted=11.274023, expected=16.000000 predicted=12.369806, expected=16.000000 predicted=13.169033, expected=8.000000 predicted=13.258811, expected=4.000000 predicted=9.973936, expected=20.000000 predicted=11.467249, expected=24.000000 predicted=14.528875, expected=8.000000 predicted=13.826949, expected=8.000000 predicted=11.977095, expected=16.000000 predicted=12.560011, expected=16.000000 predicted=15.438559, expected=32.000000 predicted=17.580722, expected=24.000000 predicted=16.902274, expected=8.000000 predicted=17.240870, expected=8.000000 predicted=17.290546, expected=16.000000 predicted=16.980331, expected=12.000000 predicted=17.450259, expected=12.000000 predicted=14.000357, expected=16.000000 predicted=11.706952, expected=4.000000 predicted=11.222232, expected=16.000000 predicted=12.800634, expected=4.000000 predicted=10.664000, expected=36.000000 predicted=14.251878, expected=12.000000 predicted=14.810318, expected=8.000000 predicted=13.279567, expected=12.000000 predicted=14.549400, expected=8.000000 predicted=12.761821, expected=16.000000 predicted=16.383794, expected=8.000000 predicted=10.738496, expected=12.000000 predicted=10.565074, expected=28.000000 predicted=13.583864, expected=12.000000 predicted=13.826134, expected=8.000000 predicted=14.399959, expected=12.000000 predicted=12.885017, expected=8.000000 Test MSE: 116.066
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665])] predicted=87.892105, expected=52.000000 predicted=67.241733, expected=72.000000 predicted=66.656100, expected=48.000000 predicted=66.994589, expected=56.000000 predicted=79.333042, expected=84.000000 predicted=80.738508, expected=116.000000 predicted=77.155368, expected=64.000000 predicted=70.900988, expected=40.000000 predicted=56.553112, expected=88.000000 predicted=73.607782, expected=52.000000 predicted=74.265348, expected=76.000000 predicted=80.567536, expected=104.000000 predicted=75.273103, expected=116.000000 predicted=79.757658, expected=60.000000 predicted=78.280424, expected=40.000000 predicted=61.917012, expected=64.000000 predicted=74.786736, expected=64.000000 predicted=80.422494, expected=60.000000 predicted=75.072128, expected=120.000000 predicted=75.736122, expected=40.000000 predicted=55.935034, expected=32.000000 predicted=55.403252, expected=92.000000 predicted=71.503294, expected=72.000000 predicted=70.788611, expected=72.000000 predicted=79.771762, expected=56.000000 predicted=54.413854, expected=96.000000 predicted=67.956434, expected=100.000000 predicted=87.507314, expected=20.000000 predicted=60.065011, expected=52.000000 predicted=62.820701, expected=112.000000 predicted=78.674065, expected=36.000000 predicted=69.588112, expected=72.000000 predicted=70.977403, expected=88.000000 predicted=59.498659, expected=96.000000 predicted=76.212715, expected=92.000000 predicted=88.708725, expected=72.000000 predicted=67.201990, expected=52.000000 predicted=72.257434, expected=48.000000 predicted=72.579608, expected=80.000000 predicted=79.703481, expected=100.000000 predicted=82.859781, expected=68.000000 predicted=69.330566, expected=96.000000 predicted=72.674677, expected=68.000000 predicted=69.787627, expected=76.000000 predicted=80.254348, expected=60.000000 predicted=78.622983, expected=60.000000 predicted=69.028024, expected=60.000000 predicted=73.042475, expected=120.000000 predicted=81.824122, expected=92.000000 predicted=80.323089, expected=68.000000 predicted=70.516859, expected=80.000000 predicted=75.250811, expected=56.000000 predicted=72.468322, expected=56.000000 predicted=82.558980, expected=84.000000 predicted=78.609475, expected=88.000000 predicted=74.830303, expected=32.000000 predicted=61.644646, expected=68.000000 predicted=62.339709, expected=56.000000 predicted=61.901063, expected=64.000000 predicted=69.192423, expected=60.000000 predicted=65.486245, expected=40.000000 predicted=46.775389, expected=100.000000 predicted=71.617971, expected=100.000000 predicted=73.426364, expected=92.000000 predicted=75.990945, expected=36.000000 predicted=60.942655, expected=40.000000 predicted=57.584461, expected=44.000000 predicted=71.375743, expected=100.000000 predicted=81.952632, expected=76.000000 predicted=71.668632, expected=36.000000 predicted=46.363889, expected=40.000000 predicted=49.005295, expected=52.000000 predicted=55.906806, expected=88.000000 predicted=77.047403, expected=128.000000 predicted=81.480184, expected=116.000000 predicted=74.924492, expected=148.000000 predicted=93.388903, expected=84.000000 predicted=88.704860, expected=24.000000 predicted=80.886696, expected=92.000000 predicted=103.818949, expected=44.000000 predicted=86.028906, expected=44.000000 predicted=81.511317, expected=88.000000 predicted=70.623772, expected=92.000000 predicted=63.267128, expected=80.000000 predicted=77.415659, expected=84.000000 predicted=67.727726, expected=80.000000 predicted=72.006720, expected=48.000000 predicted=74.434810, expected=76.000000 predicted=79.301058, expected=100.000000 predicted=83.515657, expected=72.000000 predicted=77.515433, expected=48.000000 predicted=66.608123, expected=52.000000 predicted=59.457788, expected=44.000000 predicted=64.118084, expected=72.000000 predicted=73.436320, expected=92.000000 predicted=70.832243, expected=56.000000 predicted=56.890287, expected=96.000000 predicted=69.766136, expected=68.000000 predicted=65.468472, expected=60.000000 predicted=70.999870, expected=52.000000 predicted=70.293380, expected=52.000000 predicted=60.808764, expected=64.000000 predicted=71.212851, expected=76.000000 predicted=66.153060, expected=60.000000 predicted=60.126577, expected=72.000000 predicted=61.854125, expected=64.000000 predicted=61.970219, expected=76.000000 predicted=69.409150, expected=48.000000 predicted=64.021483, expected=56.000000 predicted=60.648260, expected=60.000000 predicted=63.975728, expected=68.000000 predicted=64.143068, expected=112.000000 predicted=79.370355, expected=36.000000 predicted=54.690635, expected=48.000000 predicted=57.603689, expected=52.000000 predicted=59.993826, expected=56.000000 predicted=63.869445, expected=88.000000 predicted=78.264620, expected=92.000000 predicted=62.831911, expected=44.000000 predicted=55.706978, expected=80.000000 predicted=66.501413, expected=96.000000 predicted=76.867172, expected=80.000000 predicted=82.333767, expected=60.000000 predicted=74.045095, expected=76.000000 predicted=67.603021, expected=136.000000 predicted=96.993733, expected=52.000000 predicted=79.727292, expected=80.000000 predicted=78.928208, expected=64.000000 predicted=71.673108, expected=48.000000 predicted=72.398998, expected=80.000000 predicted=87.918394, expected=88.000000 predicted=70.007980, expected=96.000000 predicted=80.578249, expected=40.000000 predicted=61.352776, expected=140.000000 predicted=86.324129, expected=60.000000 predicted=79.717746, expected=64.000000 predicted=79.054085, expected=68.000000 predicted=78.081059, expected=80.000000 predicted=71.588096, expected=164.000000 predicted=116.679542, expected=36.000000 predicted=67.392317, expected=76.000000 predicted=75.018055, expected=40.000000 predicted=68.894266, expected=48.000000 predicted=74.202617, expected=40.000000 predicted=78.489522, expected=72.000000 predicted=53.753227, expected=116.000000 predicted=76.389620, expected=88.000000 predicted=66.265891, expected=36.000000 predicted=55.497640, expected=56.000000 predicted=59.711647, expected=56.000000 predicted=70.361922, expected=60.000000 predicted=76.641582, expected=76.000000 predicted=68.260139, expected=120.000000 predicted=71.534322, expected=52.000000 predicted=63.867115, expected=36.000000 predicted=57.347071, expected=68.000000 predicted=66.800920, expected=44.000000 predicted=66.422823, expected=80.000000 predicted=78.356107, expected=80.000000 predicted=61.595546, expected=112.000000 predicted=71.843797, expected=60.000000 predicted=69.194398, expected=40.000000 predicted=58.471207, expected=36.000000 predicted=63.972796, expected=68.000000 predicted=71.082288, expected=68.000000 predicted=74.164352, expected=132.000000 predicted=77.530593, expected=128.000000 predicted=80.264480, expected=36.000000 predicted=60.773284, expected=44.000000 predicted=67.908029, expected=88.000000 predicted=83.199351, expected=56.000000 predicted=88.737020, expected=60.000000 predicted=76.820087, expected=76.000000 predicted=57.671917, expected=116.000000 predicted=77.068831, expected=48.000000 predicted=71.135102, expected=56.000000 predicted=62.500943, expected=52.000000 predicted=63.565512, expected=52.000000 predicted=67.479164, expected=80.000000 predicted=78.550881, expected=80.000000 predicted=62.482611, expected=72.000000 predicted=64.217189, expected=56.000000 predicted=60.070308, expected=64.000000 predicted=63.944138, expected=88.000000 predicted=77.941932, expected=60.000000 predicted=70.202099, expected=56.000000 predicted=64.350083, expected=104.000000 predicted=74.525833, expected=112.000000 predicted=84.519388, expected=48.000000 predicted=73.089477, expected=60.000000 predicted=66.799997, expected=76.000000 predicted=73.421848, expected=64.000000 predicted=81.294826, expected=52.000000 predicted=72.714113, expected=84.000000 predicted=64.668521, expected=72.000000 predicted=67.691980, expected=68.000000 predicted=69.945854, expected=72.000000 predicted=67.735892, expected=116.000000 predicted=80.506756, expected=76.000000 predicted=80.601668, expected=88.000000 predicted=80.394314, expected=56.000000 predicted=72.316257, expected=152.000000 predicted=101.404660, expected=80.000000 predicted=96.152377, expected=44.000000 predicted=73.073174, expected=68.000000 predicted=79.481838, expected=44.000000 predicted=67.676689, expected=56.000000 predicted=85.335407, expected=56.000000 predicted=61.305028, expected=92.000000 predicted=63.485024, expected=96.000000 predicted=73.279334, expected=64.000000 predicted=62.016450, expected=56.000000 predicted=63.812716, expected=64.000000 predicted=67.768192, expected=92.000000 predicted=83.769483, expected=80.000000 predicted=79.770448, expected=104.000000 predicted=78.788455, expected=40.000000 predicted=62.794206, expected=68.000000 predicted=71.446476, expected=44.000000 predicted=70.617300, expected=64.000000 predicted=69.622300, expected=68.000000 predicted=72.086498, expected=72.000000 predicted=58.323230, expected=132.000000 predicted=83.753365, expected=48.000000 predicted=61.676388, expected=64.000000 predicted=69.391958, expected=80.000000 predicted=76.287994, expected=52.000000 predicted=71.970076, expected=84.000000 predicted=87.064838, expected=48.000000 predicted=57.370336, expected=92.000000 predicted=73.154107, expected=24.000000 predicted=58.824130, expected=28.000000 predicted=49.306388, expected=84.000000 predicted=68.574338, expected=68.000000 predicted=59.545137, expected=80.000000 predicted=69.417055, expected=64.000000 predicted=51.674145, expected=92.000000 predicted=66.690688, expected=60.000000 predicted=73.475331, expected=52.000000 predicted=65.768385, expected=56.000000 predicted=67.175647, expected=60.000000 predicted=64.371344, expected=76.000000 predicted=72.332248, expected=76.000000 predicted=64.786502, expected=76.000000 predicted=64.912367, expected=104.000000 predicted=76.398712, expected=104.000000 predicted=82.789830, expected=44.000000 predicted=71.997143, expected=76.000000 predicted=77.774581, expected=100.000000 predicted=86.859837, expected=64.000000 predicted=83.474772, expected=72.000000 predicted=79.023569, expected=44.000000 predicted=58.641325, expected=60.000000 predicted=69.691389, expected=44.000000 predicted=66.591505, expected=80.000000 predicted=65.234968, expected=168.000000 predicted=93.609220, expected=20.000000 predicted=55.562560, expected=40.000000 predicted=59.591002, expected=112.000000 predicted=77.980367, expected=56.000000 predicted=79.020223, expected=56.000000 predicted=86.258387, expected=72.000000 predicted=53.783602, expected=28.000000 predicted=52.880953, expected=64.000000 predicted=72.593019, expected=108.000000 predicted=70.278391, expected=60.000000 predicted=62.515356, expected=48.000000 predicted=60.625846, expected=32.000000 predicted=46.943339, expected=68.000000 predicted=66.236584, expected=60.000000 predicted=70.079121, expected=92.000000 predicted=65.447639, expected=116.000000 predicted=72.605299, expected=52.000000 predicted=59.532007, expected=32.000000 predicted=62.042628, expected=76.000000 predicted=70.972982, expected=48.000000 predicted=71.324261, expected=76.000000 predicted=77.010349, expected=80.000000 predicted=61.248056, expected=112.000000 predicted=71.607080, expected=96.000000 predicted=81.703447, expected=44.000000 predicted=64.777742, expected=56.000000 predicted=73.152394, expected=72.000000 predicted=77.802851, expected=96.000000 predicted=89.272794, expected=88.000000 predicted=80.081621, expected=64.000000 predicted=63.406077, expected=64.000000 predicted=68.299380, expected=76.000000 predicted=76.516625, expected=60.000000 predicted=76.300922, expected=48.000000 predicted=66.843819, expected=52.000000 predicted=59.690048, expected=96.000000 predicted=71.774363, expected=72.000000 predicted=69.267328, expected=60.000000 predicted=62.179528, expected=100.000000 predicted=71.706578, expected=40.000000 predicted=61.946387, expected=52.000000 predicted=71.642769, expected=96.000000 predicted=74.642027, expected=72.000000 predicted=69.666393, expected=88.000000 predicted=80.454827, expected=60.000000 predicted=60.419754, expected=68.000000 predicted=69.167121, expected=52.000000 predicted=72.844511, expected=40.000000 predicted=61.585008, expected=92.000000 predicted=75.002578, expected=84.000000 predicted=68.153906, expected=80.000000 predicted=70.428192, expected=48.000000 predicted=58.680994, expected=76.000000 predicted=66.738402, expected=108.000000 predicted=88.296903, expected=48.000000 predicted=71.025126, expected=32.000000 predicted=61.113933, expected=84.000000 predicted=66.649549, expected=136.000000 predicted=91.282264, expected=72.000000 predicted=81.248152, expected=64.000000 predicted=65.202364, expected=96.000000 predicted=75.485015, expected=60.000000 predicted=82.173365, expected=68.000000 predicted=89.204490, expected=60.000000 predicted=68.158963, expected=128.000000 predicted=86.603858, expected=44.000000 predicted=72.116222, expected=84.000000 predicted=73.677266, expected=96.000000 predicted=79.949810, expected=44.000000 predicted=69.148053, expected=92.000000 predicted=90.414859, expected=80.000000 predicted=69.399224, expected=84.000000 predicted=82.163699, expected=92.000000 predicted=84.139924, expected=20.000000 predicted=56.435607, expected=92.000000 predicted=82.905928, expected=52.000000 predicted=68.460339, expected=56.000000 predicted=68.862160, expected=76.000000 predicted=69.029367, expected=40.000000 predicted=48.602509, expected=52.000000 predicted=64.623262, expected=72.000000 predicted=59.114049, expected=84.000000 predicted=66.247969, expected=108.000000 predicted=77.478962, expected=84.000000 predicted=68.347308, expected=140.000000 predicted=92.148349, expected=68.000000 predicted=83.975094, expected=60.000000 predicted=85.540022, expected=56.000000 predicted=83.937574, expected=48.000000 predicted=75.370118, expected=92.000000 predicted=90.009737, expected=52.000000 predicted=61.162448, expected=116.000000 predicted=76.656705, expected=100.000000 predicted=75.997868, expected=64.000000 predicted=72.104822, expected=80.000000 predicted=82.880972, expected=52.000000 predicted=70.305062, expected=68.000000 predicted=84.944821, expected=80.000000 predicted=78.511551, expected=100.000000 predicted=77.495600, expected=116.000000 predicted=86.761754, expected=68.000000 predicted=73.053205, expected=88.000000 predicted=83.684378, expected=68.000000 predicted=82.461935, expected=92.000000 predicted=92.814853, expected=112.000000 predicted=97.285102, expected=124.000000 predicted=93.904363, expected=36.000000 predicted=76.762213, expected=40.000000 predicted=70.749340, expected=60.000000 predicted=77.945335, expected=44.000000 predicted=74.722256, expected=80.000000 predicted=75.552440, expected=88.000000 predicted=58.619138, expected=100.000000 predicted=69.517867, expected=64.000000 predicted=67.374644, expected=92.000000 predicted=75.126258, expected=76.000000 predicted=81.340611, expected=72.000000 predicted=82.322519, expected=104.000000 predicted=89.559561, expected=116.000000 predicted=88.982280, expected=96.000000 predicted=92.570400, expected=48.000000 predicted=76.147917, expected=80.000000 predicted=83.423578, expected=92.000000 predicted=93.341878, expected=28.000000 predicted=75.327518, expected=76.000000 predicted=74.490269, expected=96.000000 predicted=70.947050, expected=112.000000 predicted=87.287118, expected=60.000000 predicted=74.038364, expected=56.000000 predicted=61.803690, expected=80.000000 predicted=79.898824, expected=36.000000 predicted=71.903574, expected=72.000000 predicted=76.630713, expected=80.000000 predicted=65.396853, expected=88.000000 predicted=70.936447, expected=56.000000 predicted=66.470305, expected=52.000000 predicted=57.677736, expected=96.000000 predicted=77.878274, expected=56.000000 predicted=70.479638, expected=80.000000 predicted=75.267074, expected=76.000000 predicted=67.092751, expected=112.000000 predicted=81.517506, expected=68.000000 predicted=79.816606, expected=96.000000 predicted=80.176978, expected=60.000000 predicted=77.028922, expected=52.000000 predicted=74.386984, expected=72.000000 predicted=80.935107, expected=108.000000 predicted=81.424832, expected=100.000000 predicted=86.104108, expected=44.000000 predicted=64.381346, expected=76.000000 predicted=71.680565, expected=84.000000 predicted=80.835207, expected=32.000000 predicted=73.153034, expected=84.000000 predicted=76.490809, expected=72.000000 predicted=62.960660, expected=104.000000 predicted=81.372978, expected=64.000000 predicted=71.138879, expected=100.000000 predicted=73.821040, expected=64.000000 predicted=77.911121, expected=88.000000 predicted=82.688067, expected=92.000000 predicted=88.371287, expected=36.000000 predicted=66.826099, expected=60.000000 predicted=74.969920, expected=116.000000 predicted=81.445531, expected=52.000000 predicted=72.960253, expected=80.000000 predicted=76.010295, expected=60.000000 predicted=60.068571, expected=96.000000 predicted=79.797922, expected=68.000000 predicted=81.341877, expected=84.000000 predicted=72.278894, expected=60.000000 predicted=72.087395, expected=36.000000 predicted=61.997385, expected=52.000000 predicted=68.395713, expected=60.000000 Test MSE: 787.183
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349])] predicted=19.006317, expected=20.000000 predicted=17.470598, expected=8.000000 predicted=16.511531, expected=44.000000 predicted=25.678836, expected=40.000000 predicted=23.485413, expected=8.000000 predicted=20.344579, expected=28.000000 predicted=28.440672, expected=32.000000 predicted=24.086474, expected=16.000000 predicted=25.098138, expected=32.000000 predicted=30.304082, expected=40.000000 predicted=26.227632, expected=36.000000 predicted=30.411659, expected=12.000000 predicted=26.692170, expected=12.000000 predicted=22.833098, expected=20.000000 predicted=23.786426, expected=28.000000 predicted=24.459465, expected=40.000000 predicted=28.340049, expected=16.000000 predicted=19.662794, expected=28.000000 predicted=25.509816, expected=16.000000 predicted=22.198776, expected=24.000000 predicted=24.357326, expected=24.000000 predicted=25.853625, expected=20.000000 predicted=19.915802, expected=16.000000 predicted=21.433016, expected=48.000000 predicted=28.318239, expected=28.000000 predicted=24.914953, expected=20.000000 predicted=25.980472, expected=12.000000 predicted=23.258730, expected=28.000000 predicted=23.707111, expected=32.000000 predicted=28.906990, expected=12.000000 predicted=20.143010, expected=36.000000 predicted=27.344748, expected=40.000000 predicted=26.648003, expected=48.000000 predicted=34.200865, expected=24.000000 predicted=31.808432, expected=44.000000 predicted=35.518675, expected=8.000000 predicted=27.902237, expected=44.000000 predicted=36.889796, expected=24.000000 predicted=31.007158, expected=36.000000 predicted=29.504896, expected=44.000000 predicted=37.693020, expected=12.000000 predicted=22.069707, expected=4.000000 predicted=26.515087, expected=12.000000 predicted=20.215332, expected=12.000000 predicted=16.976461, expected=16.000000 predicted=18.263225, expected=20.000000 predicted=14.227597, expected=28.000000 predicted=16.599562, expected=24.000000 predicted=19.093910, expected=32.000000 predicted=23.587972, expected=8.000000 predicted=18.447453, expected=16.000000 predicted=20.871377, expected=44.000000 predicted=28.548584, expected=44.000000 predicted=28.113424, expected=16.000000 predicted=26.228858, expected=32.000000 predicted=29.031523, expected=20.000000 predicted=24.593474, expected=16.000000 predicted=26.391030, expected=12.000000 predicted=23.743738, expected=16.000000 predicted=17.005075, expected=24.000000 predicted=21.073664, expected=4.000000 predicted=12.961778, expected=4.000000 predicted=12.369191, expected=4.000000 predicted=9.383413, expected=16.000000 predicted=11.030745, expected=24.000000 predicted=15.120679, expected=8.000000 predicted=8.978212, expected=40.000000 predicted=21.044749, expected=12.000000 predicted=14.150127, expected=40.000000 predicted=26.389101, expected=32.000000 predicted=27.401072, expected=32.000000 predicted=25.682868, expected=28.000000 predicted=32.537373, expected=4.000000 predicted=19.387022, expected=12.000000 predicted=24.020819, expected=8.000000 predicted=16.810407, expected=8.000000 predicted=13.737240, expected=32.000000 predicted=19.675459, expected=36.000000 predicted=18.186974, expected=28.000000 predicted=21.856110, expected=24.000000 predicted=23.691201, expected=16.000000 predicted=21.303316, expected=16.000000 predicted=23.547146, expected=44.000000 predicted=30.577895, expected=44.000000 predicted=30.026025, expected=24.000000 predicted=27.587619, expected=36.000000 predicted=32.469520, expected=8.000000 predicted=22.695208, expected=24.000000 predicted=29.795084, expected=12.000000 predicted=23.189458, expected=16.000000 predicted=18.393336, expected=24.000000 predicted=22.458584, expected=36.000000 predicted=21.064217, expected=20.000000 predicted=21.801398, expected=12.000000 predicted=19.061594, expected=16.000000 predicted=19.859602, expected=20.000000 predicted=19.772421, expected=20.000000 predicted=21.100244, expected=36.000000 predicted=23.803254, expected=20.000000 predicted=19.499627, expected=40.000000 predicted=28.202964, expected=40.000000 predicted=30.553691, expected=12.000000 predicted=23.756926, expected=4.000000 predicted=24.151082, expected=92.000000 predicted=43.546802, expected=172.000000 predicted=77.904081, expected=12.000000 predicted=40.330270, expected=20.000000 predicted=58.471108, expected=44.000000 predicted=55.183973, expected=28.000000 predicted=47.488440, expected=52.000000 predicted=66.912829, expected=36.000000 predicted=30.739431, expected=32.000000 predicted=33.751033, expected=56.000000 predicted=45.753226, expected=32.000000 predicted=34.686470, expected=44.000000 predicted=44.483364, expected=24.000000 predicted=34.856244, expected=72.000000 predicted=48.178629, expected=64.000000 predicted=49.575766, expected=24.000000 predicted=38.340857, expected=52.000000 predicted=52.301647, expected=48.000000 predicted=43.691422, expected=56.000000 predicted=53.062649, expected=52.000000 predicted=51.395962, expected=32.000000 predicted=40.527945, expected=80.000000 predicted=59.928583, expected=68.000000 predicted=54.373416, expected=52.000000 predicted=55.662098, expected=36.000000 predicted=53.048895, expected=32.000000 predicted=46.301886, expected=48.000000 predicted=53.132490, expected=32.000000 predicted=41.802144, expected=56.000000 predicted=46.541032, expected=48.000000 predicted=41.774410, expected=88.000000 predicted=56.499053, expected=104.000000 predicted=68.402226, expected=24.000000 predicted=49.049073, expected=24.000000 predicted=57.900654, expected=32.000000 predicted=49.965195, expected=48.000000 predicted=51.258826, expected=44.000000 predicted=47.715847, expected=76.000000 predicted=47.574566, expected=36.000000 predicted=38.916958, expected=44.000000 predicted=47.504105, expected=56.000000 predicted=52.320102, expected=40.000000 predicted=44.902571, expected=32.000000 predicted=47.466441, expected=52.000000 predicted=45.573067, expected=64.000000 predicted=49.005040, expected=56.000000 predicted=50.360899, expected=48.000000 predicted=49.114756, expected=40.000000 predicted=46.809492, expected=56.000000 predicted=53.617687, expected=48.000000 predicted=50.642499, expected=72.000000 predicted=57.401778, expected=48.000000 predicted=49.884949, expected=28.000000 predicted=45.177545, expected=52.000000 predicted=53.651832, expected=20.000000 predicted=37.657830, expected=84.000000 predicted=59.762712, expected=64.000000 predicted=48.693042, expected=80.000000 predicted=57.604510, expected=32.000000 predicted=51.933629, expected=24.000000 predicted=45.701727, expected=8.000000 predicted=44.665993, expected=28.000000 predicted=38.305180, expected=12.000000 predicted=29.010778, expected=12.000000 predicted=18.821334, expected=28.000000 predicted=21.583796, expected=36.000000 predicted=21.341665, expected=28.000000 predicted=24.475742, expected=20.000000 predicted=22.262735, expected=16.000000 predicted=21.711652, expected=32.000000 predicted=27.741816, expected=48.000000 predicted=32.856492, expected=32.000000 predicted=28.549237, expected=40.000000 predicted=33.639474, expected=56.000000 predicted=39.866327, expected=16.000000 predicted=31.028089, expected=4.000000 predicted=30.282645, expected=16.000000 predicted=26.631569, expected=20.000000 predicted=23.066805, expected=16.000000 predicted=21.825941, expected=24.000000 predicted=18.211025, expected=40.000000 predicted=22.678680, expected=12.000000 predicted=17.800696, expected=36.000000 predicted=28.450466, expected=36.000000 predicted=27.549643, expected=20.000000 predicted=24.871460, expected=20.000000 predicted=28.426666, expected=32.000000 predicted=26.179743, expected=8.000000 predicted=21.085112, expected=24.000000 predicted=25.635579, expected=24.000000 predicted=21.254465, expected=12.000000 predicted=17.291461, expected=8.000000 predicted=18.106573, expected=20.000000 predicted=16.350099, expected=24.000000 predicted=18.906604, expected=20.000000 predicted=18.350902, expected=20.000000 predicted=18.076806, expected=12.000000 predicted=15.572070, expected=16.000000 predicted=18.384773, expected=12.000000 predicted=16.355833, expected=36.000000 predicted=22.663198, expected=20.000000 predicted=18.215515, expected=12.000000 predicted=16.923317, expected=8.000000 predicted=16.561804, expected=16.000000 predicted=16.158739, expected=8.000000 predicted=15.397566, expected=24.000000 predicted=17.172060, expected=20.000000 predicted=14.875247, expected=32.000000 predicted=19.963869, expected=16.000000 predicted=18.245124, expected=4.000000 predicted=14.447034, expected=56.000000 predicted=32.636133, expected=36.000000 predicted=24.922310, expected=28.000000 predicted=29.323394, expected=16.000000 predicted=25.590833, expected=32.000000 predicted=27.438058, expected=16.000000 predicted=28.213843, expected=44.000000 predicted=32.677582, expected=32.000000 predicted=27.840100, expected=4.000000 predicted=19.199916, expected=16.000000 predicted=25.568318, expected=24.000000 predicted=21.262774, expected=264.000000 predicted=102.339757, expected=4.000000 predicted=36.357909, expected=20.000000 predicted=57.490486, expected=16.000000 predicted=64.953275, expected=20.000000 predicted=48.248535, expected=48.000000 predicted=74.532755, expected=44.000000 predicted=25.277388, expected=16.000000 predicted=24.678349, expected=60.000000 predicted=38.247123, expected=20.000000 predicted=30.589910, expected=4.000000 predicted=29.572489, expected=24.000000 predicted=30.247701, expected=12.000000 predicted=20.071533, expected=28.000000 predicted=26.691393, expected=28.000000 predicted=20.028404, expected=16.000000 predicted=17.029119, expected=40.000000 predicted=27.238844, expected=28.000000 predicted=24.130249, expected=32.000000 predicted=28.925080, expected=12.000000 predicted=24.294553, expected=12.000000 predicted=22.190641, expected=24.000000 predicted=25.715693, expected=20.000000 predicted=20.719447, expected=16.000000 predicted=19.211070, expected=52.000000 predicted=26.374287, expected=12.000000 predicted=18.996338, expected=40.000000 predicted=29.721802, expected=40.000000 predicted=30.561092, expected=20.000000 predicted=27.179142, expected=16.000000 predicted=30.105492, expected=12.000000 predicted=21.873944, expected=44.000000 predicted=31.388998, expected=28.000000 predicted=25.911547, expected=40.000000 predicted=27.979242, expected=28.000000 predicted=27.277706, expected=16.000000 predicted=25.837829, expected=28.000000 predicted=31.710130, expected=36.000000 predicted=29.807321, expected=36.000000 predicted=31.021737, expected=40.000000 predicted=31.515342, expected=16.000000 predicted=26.136710, expected=12.000000 predicted=26.807145, expected=12.000000 predicted=24.751444, expected=24.000000 predicted=24.010253, expected=32.000000 predicted=24.065461, expected=52.000000 predicted=27.180359, expected=32.000000 predicted=26.002444, expected=32.000000 predicted=30.276509, expected=20.000000 predicted=30.412004, expected=12.000000 predicted=28.100554, expected=12.000000 predicted=26.464488, expected=16.000000 predicted=20.651560, expected=64.000000 predicted=31.296813, expected=16.000000 predicted=19.791691, expected=20.000000 predicted=23.149562, expected=28.000000 predicted=26.495770, expected=16.000000 predicted=24.181333, expected=36.000000 predicted=32.739645, expected=20.000000 predicted=21.267662, expected=32.000000 predicted=26.124266, expected=12.000000 predicted=22.312767, expected=28.000000 predicted=24.668971, expected=8.000000 predicted=21.037282, expected=36.000000 predicted=24.682428, expected=12.000000 predicted=19.820164, expected=36.000000 predicted=23.534728, expected=32.000000 predicted=25.843001, expected=28.000000 predicted=24.304568, expected=12.000000 predicted=24.835612, expected=20.000000 predicted=23.003460, expected=24.000000 predicted=25.668266, expected=16.000000 predicted=21.219970, expected=20.000000 predicted=20.522449, expected=4.000000 predicted=14.132683, expected=28.000000 predicted=20.412977, expected=12.000000 predicted=16.251528, expected=24.000000 predicted=18.065655, expected=24.000000 predicted=19.232988, expected=32.000000 predicted=20.921694, expected=52.000000 predicted=31.312652, expected=20.000000 predicted=24.540253, expected=16.000000 predicted=26.960176, expected=12.000000 predicted=24.944116, expected=24.000000 predicted=26.229543, expected=28.000000 predicted=26.475642, expected=44.000000 predicted=25.891669, expected=36.000000 predicted=26.533277, expected=12.000000 predicted=23.247746, expected=16.000000 predicted=26.201543, expected=16.000000 predicted=24.609833, expected=12.000000 predicted=22.132475, expected=16.000000 predicted=18.674805, expected=20.000000 predicted=15.613046, expected=44.000000 predicted=23.220908, expected=12.000000 predicted=17.538088, expected=8.000000 predicted=17.471853, expected=20.000000 predicted=20.665658, expected=36.000000 predicted=24.415789, expected=12.000000 predicted=20.669782, expected=4.000000 predicted=14.102238, expected=20.000000 predicted=17.567027, expected=32.000000 predicted=21.597019, expected=16.000000 predicted=19.161781, expected=16.000000 predicted=16.590677, expected=24.000000 predicted=19.015535, expected=16.000000 predicted=19.556165, expected=20.000000 predicted=21.143298, expected=24.000000 predicted=19.738770, expected=52.000000 predicted=28.096971, expected=28.000000 predicted=25.853005, expected=32.000000 predicted=28.687109, expected=32.000000 predicted=31.315897, expected=32.000000 predicted=32.516236, expected=16.000000 predicted=30.748267, expected=36.000000 predicted=30.771898, expected=16.000000 predicted=25.542476, expected=16.000000 predicted=24.053156, expected=20.000000 predicted=23.237545, expected=24.000000 predicted=21.123219, expected=12.000000 predicted=19.871605, expected=16.000000 predicted=17.387593, expected=36.000000 predicted=22.559352, expected=188.000000 predicted=66.813167, expected=456.000000 predicted=218.675221, expected=160.000000 predicted=122.027910, expected=128.000000 predicted=152.759002, expected=168.000000 predicted=186.621130, expected=136.000000 predicted=186.443837, expected=44.000000 predicted=167.216542, expected=24.000000 predicted=87.404613, expected=28.000000 predicted=65.095079, expected=52.000000 predicted=62.611371, expected=28.000000 predicted=42.102352, expected=32.000000 predicted=35.263091, expected=44.000000 predicted=38.425860, expected=16.000000 predicted=25.785437, expected=20.000000 predicted=29.240523, expected=16.000000 predicted=22.342922, expected=20.000000 predicted=21.646910, expected=28.000000 predicted=25.257874, expected=44.000000 predicted=30.387124, expected=12.000000 predicted=19.357786, expected=28.000000 predicted=27.563410, expected=12.000000 predicted=19.444544, expected=20.000000 predicted=21.652328, expected=24.000000 predicted=23.727249, expected=36.000000 predicted=25.860186, expected=12.000000 predicted=18.746075, expected=16.000000 predicted=19.798975, expected=4.000000 predicted=13.545968, expected=16.000000 predicted=16.325428, expected=28.000000 predicted=21.337644, expected=20.000000 predicted=16.546252, expected=24.000000 predicted=21.170394, expected=36.000000 predicted=26.573402, expected=16.000000 predicted=20.064510, expected=20.000000 predicted=23.699853, expected=16.000000 predicted=19.922633, expected=16.000000 predicted=18.537576, expected=12.000000 predicted=16.906176, expected=16.000000 predicted=15.798907, expected=36.000000 predicted=24.691367, expected=8.000000 predicted=13.384099, expected=24.000000 predicted=21.944704, expected=36.000000 predicted=26.577860, expected=24.000000 predicted=22.415034, expected=16.000000 predicted=22.815550, expected=40.000000 predicted=30.355056, expected=44.000000 predicted=33.510907, expected=8.000000 predicted=21.250186, expected=44.000000 predicted=36.775590, expected=20.000000 predicted=23.856129, expected=20.000000 predicted=25.774923, expected=16.000000 predicted=23.576486, expected=44.000000 predicted=30.188928, expected=44.000000 predicted=34.670896, expected=20.000000 predicted=25.323031, expected=28.000000 predicted=30.699800, expected=20.000000 predicted=24.773389, expected=12.000000 predicted=21.635249, expected=12.000000 predicted=19.514110, expected=16.000000 predicted=16.552191, expected=20.000000 predicted=18.028612, expected=8.000000 predicted=12.335030, expected=8.000000 predicted=11.687520, expected=20.000000 predicted=15.826703, expected=8.000000 predicted=10.398732, expected=12.000000 predicted=13.042590, expected=44.000000 predicted=26.027925, expected=24.000000 predicted=19.282911, expected=28.000000 predicted=26.114882, expected=12.000000 predicted=19.280180, expected=8.000000 Test MSE: 997.428
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984])] predicted=21.004664, expected=8.000000 predicted=14.195689, expected=12.000000 predicted=13.785369, expected=12.000000 predicted=14.823899, expected=4.000000 predicted=20.663510, expected=8.000000 predicted=15.190389, expected=8.000000 predicted=8.296309, expected=36.000000 predicted=17.439945, expected=4.000000 predicted=12.226471, expected=12.000000 predicted=9.031204, expected=20.000000 predicted=14.303005, expected=20.000000 predicted=15.630970, expected=32.000000 predicted=26.331374, expected=20.000000 predicted=16.390222, expected=24.000000 predicted=19.496312, expected=16.000000 predicted=20.465813, expected=36.000000 predicted=25.287358, expected=20.000000 predicted=26.327740, expected=24.000000 predicted=22.157906, expected=68.000000 predicted=37.087861, expected=20.000000 predicted=28.348637, expected=20.000000 predicted=28.537573, expected=36.000000 predicted=29.097696, expected=36.000000 predicted=32.500796, expected=36.000000 predicted=42.961692, expected=20.000000 predicted=25.115562, expected=32.000000 predicted=27.414952, expected=16.000000 predicted=28.337448, expected=24.000000 predicted=27.483981, expected=16.000000 predicted=24.999999, expected=12.000000 predicted=17.886351, expected=16.000000 predicted=20.750408, expected=28.000000 predicted=19.855712, expected=32.000000 predicted=24.651349, expected=20.000000 predicted=20.236421, expected=16.000000 predicted=17.583222, expected=28.000000 predicted=22.206627, expected=4.000000 predicted=19.687995, expected=12.000000 predicted=18.759745, expected=32.000000 predicted=21.366932, expected=36.000000 predicted=24.098345, expected=44.000000 predicted=30.843333, expected=24.000000 predicted=21.754165, expected=28.000000 predicted=24.716961, expected=12.000000 predicted=26.250046, expected=24.000000 predicted=27.574829, expected=28.000000 predicted=30.645542, expected=40.000000 predicted=28.641515, expected=12.000000 predicted=23.496909, expected=12.000000 predicted=16.298829, expected=12.000000 predicted=19.378768, expected=12.000000 predicted=19.120616, expected=32.000000 predicted=26.245740, expected=48.000000 predicted=25.865214, expected=28.000000 predicted=23.890365, expected=16.000000 predicted=19.874199, expected=20.000000 predicted=20.890777, expected=12.000000 predicted=24.033898, expected=8.000000 predicted=23.884115, expected=4.000000 predicted=14.710498, expected=8.000000 predicted=11.006131, expected=44.000000 predicted=22.368733, expected=60.000000 predicted=30.378020, expected=24.000000 predicted=23.118851, expected=16.000000 predicted=18.217245, expected=32.000000 predicted=25.163315, expected=40.000000 predicted=38.603590, expected=32.000000 predicted=39.498832, expected=40.000000 predicted=31.210909, expected=56.000000 predicted=36.502318, expected=24.000000 predicted=34.545081, expected=4.000000 predicted=26.991161, expected=44.000000 predicted=33.632434, expected=28.000000 predicted=34.267067, expected=32.000000 predicted=36.259681, expected=28.000000 predicted=26.902746, expected=20.000000 predicted=19.937124, expected=8.000000 predicted=25.864469, expected=24.000000 predicted=23.437046, expected=28.000000 predicted=26.412076, expected=16.000000 predicted=21.546813, expected=40.000000 predicted=25.350534, expected=32.000000 predicted=23.799543, expected=44.000000 predicted=32.011950, expected=8.000000 predicted=24.825285, expected=16.000000 predicted=20.085405, expected=24.000000 predicted=28.925799, expected=8.000000 predicted=21.105419, expected=8.000000 predicted=20.573820, expected=16.000000 predicted=12.454337, expected=32.000000 predicted=20.140195, expected=16.000000 predicted=19.394652, expected=8.000000 predicted=11.599427, expected=24.000000 predicted=16.252463, expected=20.000000 predicted=19.088474, expected=12.000000 predicted=19.918377, expected=52.000000 predicted=26.642629, expected=12.000000 predicted=18.605769, expected=8.000000 predicted=17.960354, expected=16.000000 predicted=18.601611, expected=24.000000 predicted=19.063707, expected=16.000000 predicted=26.921276, expected=20.000000 predicted=15.894803, expected=16.000000 predicted=14.887510, expected=4.000000 predicted=13.237716, expected=32.000000 predicted=21.695358, expected=20.000000 predicted=18.999494, expected=32.000000 predicted=22.640276, expected=20.000000 predicted=20.408607, expected=52.000000 predicted=26.607394, expected=100.000000 predicted=54.182425, expected=40.000000 predicted=41.646137, expected=4.000000 predicted=30.632318, expected=12.000000 predicted=27.098712, expected=8.000000 predicted=32.038884, expected=24.000000 predicted=42.885365, expected=28.000000 predicted=25.963024, expected=20.000000 predicted=14.930425, expected=28.000000 predicted=20.083618, expected=40.000000 predicted=24.983250, expected=68.000000 predicted=40.516729, expected=40.000000 predicted=37.878748, expected=52.000000 predicted=39.125286, expected=36.000000 predicted=39.713505, expected=28.000000 predicted=38.791580, expected=48.000000 predicted=49.687089, expected=32.000000 predicted=38.429234, expected=16.000000 predicted=33.838160, expected=32.000000 predicted=31.914823, expected=40.000000 predicted=33.484600, expected=80.000000 predicted=51.570769, expected=68.000000 predicted=49.849610, expected=28.000000 predicted=35.516135, expected=24.000000 predicted=36.528262, expected=20.000000 predicted=36.490360, expected=4.000000 predicted=37.188054, expected=16.000000 predicted=31.084443, expected=56.000000 predicted=32.624268, expected=48.000000 predicted=33.809011, expected=28.000000 predicted=27.495606, expected=24.000000 predicted=22.583065, expected=52.000000 predicted=35.869949, expected=60.000000 predicted=51.278879, expected=48.000000 predicted=46.148126, expected=60.000000 predicted=45.562912, expected=56.000000 predicted=46.949659, expected=36.000000 predicted=48.194650, expected=36.000000 predicted=47.526667, expected=60.000000 predicted=51.138080, expected=68.000000 predicted=58.437394, expected=68.000000 predicted=58.557316, expected=60.000000 predicted=52.954683, expected=36.000000 predicted=46.498839, expected=36.000000 predicted=50.160138, expected=36.000000 predicted=50.018145, expected=68.000000 predicted=57.872341, expected=32.000000 predicted=46.120120, expected=80.000000 predicted=52.038758, expected=72.000000 predicted=56.819478, expected=72.000000 predicted=58.216424, expected=28.000000 predicted=54.215671, expected=76.000000 predicted=55.891479, expected=20.000000 predicted=55.409084, expected=36.000000 predicted=48.688436, expected=20.000000 predicted=43.849513, expected=8.000000 predicted=23.223414, expected=80.000000 predicted=55.307682, expected=8.000000 predicted=26.100924, expected=36.000000 predicted=30.746414, expected=8.000000 predicted=22.427645, expected=24.000000 predicted=21.061989, expected=20.000000 predicted=37.050928, expected=40.000000 predicted=23.444172, expected=32.000000 predicted=30.811374, expected=40.000000 predicted=26.517434, expected=32.000000 predicted=30.751157, expected=32.000000 predicted=29.836635, expected=20.000000 predicted=31.159440, expected=64.000000 predicted=40.812397, expected=72.000000 predicted=51.397759, expected=8.000000 predicted=31.805091, expected=40.000000 predicted=35.373641, expected=16.000000 predicted=29.775945, expected=4.000000 predicted=31.606878, expected=48.000000 predicted=41.339652, expected=44.000000 predicted=28.814314, expected=8.000000 predicted=26.072384, expected=36.000000 predicted=24.641518, expected=24.000000 predicted=22.677678, expected=36.000000 predicted=35.846004, expected=16.000000 predicted=28.765620, expected=16.000000 predicted=17.561962, expected=76.000000 predicted=42.661735, expected=40.000000 predicted=36.948194, expected=28.000000 predicted=33.644569, expected=24.000000 predicted=27.373845, expected=40.000000 predicted=33.160163, expected=12.000000 predicted=39.221894, expected=32.000000 predicted=30.641553, expected=32.000000 predicted=29.360520, expected=20.000000 predicted=24.913082, expected=12.000000 predicted=24.416186, expected=8.000000 predicted=14.851312, expected=4.000000 predicted=16.894723, expected=8.000000 predicted=15.428749, expected=8.000000 predicted=11.318400, expected=44.000000 predicted=19.919252, expected=44.000000 predicted=24.521784, expected=8.000000 predicted=15.089626, expected=4.000000 predicted=12.597325, expected=4.000000 predicted=12.418993, expected=16.000000 predicted=22.869221, expected=28.000000 predicted=24.964428, expected=48.000000 predicted=23.481693, expected=20.000000 predicted=18.506989, expected=16.000000 predicted=16.518658, expected=20.000000 predicted=21.378728, expected=32.000000 predicted=28.181641, expected=20.000000 predicted=29.405905, expected=40.000000 predicted=26.770507, expected=76.000000 predicted=40.682560, expected=24.000000 predicted=32.253831, expected=8.000000 predicted=26.228622, expected=20.000000 predicted=25.233725, expected=28.000000 predicted=32.529131, expected=28.000000 predicted=39.012139, expected=36.000000 predicted=26.927166, expected=28.000000 predicted=22.739481, expected=44.000000 predicted=31.368945, expected=32.000000 predicted=32.354868, expected=8.000000 predicted=24.111678, expected=36.000000 predicted=31.594504, expected=8.000000 predicted=23.083093, expected=32.000000 predicted=29.955106, expected=40.000000 predicted=30.945691, expected=44.000000 predicted=28.310432, expected=8.000000 predicted=25.921899, expected=32.000000 predicted=23.108434, expected=60.000000 predicted=40.771060, expected=32.000000 predicted=37.190477, expected=48.000000 predicted=40.580962, expected=28.000000 predicted=28.814129, expected=12.000000 predicted=28.796415, expected=12.000000 predicted=31.898886, expected=28.000000 predicted=27.250229, expected=20.000000 predicted=28.516812, expected=32.000000 predicted=25.253340, expected=28.000000 predicted=21.994717, expected=44.000000 predicted=28.037099, expected=12.000000 predicted=25.005275, expected=16.000000 predicted=21.069938, expected=16.000000 predicted=23.783202, expected=12.000000 predicted=20.125801, expected=52.000000 predicted=34.399687, expected=36.000000 predicted=26.147196, expected=8.000000 predicted=18.779020, expected=16.000000 predicted=19.143693, expected=24.000000 predicted=21.608321, expected=20.000000 predicted=29.778401, expected=12.000000 predicted=20.929471, expected=48.000000 predicted=24.151930, expected=36.000000 predicted=27.650840, expected=84.000000 predicted=45.181535, expected=24.000000 predicted=33.942454, expected=28.000000 predicted=29.369377, expected=8.000000 predicted=33.002971, expected=12.000000 predicted=26.655878, expected=56.000000 predicted=48.727339, expected=64.000000 predicted=39.534999, expected=28.000000 predicted=32.086744, expected=8.000000 predicted=19.331872, expected=28.000000 predicted=26.232756, expected=40.000000 predicted=41.811435, expected=32.000000 predicted=39.524538, expected=60.000000 predicted=37.667807, expected=60.000000 predicted=38.307066, expected=44.000000 predicted=41.400820, expected=20.000000 predicted=36.721538, expected=28.000000 predicted=34.869822, expected=28.000000 predicted=41.051107, expected=32.000000 predicted=39.268511, expected=40.000000 predicted=36.329115, expected=12.000000 predicted=22.572375, expected=8.000000 predicted=20.487448, expected=36.000000 predicted=27.979303, expected=20.000000 predicted=25.959169, expected=24.000000 predicted=26.376646, expected=16.000000 predicted=17.298433, expected=28.000000 predicted=20.172698, expected=20.000000 predicted=25.815109, expected=8.000000 predicted=16.695216, expected=20.000000 predicted=19.754448, expected=16.000000 predicted=17.393277, expected=8.000000 predicted=16.777861, expected=40.000000 predicted=23.216411, expected=48.000000 predicted=27.045088, expected=16.000000 predicted=22.649960, expected=20.000000 predicted=20.998411, expected=12.000000 predicted=17.946049, expected=36.000000 predicted=31.879649, expected=4.000000 predicted=24.319908, expected=24.000000 predicted=18.176422, expected=24.000000 predicted=21.420672, expected=4.000000 predicted=13.393032, expected=20.000000 predicted=21.501282, expected=8.000000 predicted=11.109655, expected=24.000000 predicted=19.545565, expected=24.000000 predicted=20.609253, expected=28.000000 predicted=17.661618, expected=8.000000 predicted=16.864712, expected=24.000000 predicted=17.342676, expected=16.000000 predicted=20.650255, expected=4.000000 predicted=15.383804, expected=4.000000 predicted=13.874554, expected=12.000000 predicted=10.500352, expected=32.000000 predicted=20.777083, expected=28.000000 predicted=19.564935, expected=12.000000 predicted=12.621278, expected=16.000000 predicted=13.895273, expected=36.000000 predicted=23.432752, expected=12.000000 predicted=22.829996, expected=12.000000 predicted=18.647134, expected=52.000000 predicted=27.183750, expected=24.000000 predicted=24.668131, expected=104.000000 predicted=52.372567, expected=80.000000 predicted=51.563929, expected=20.000000 predicted=35.908302, expected=36.000000 predicted=46.369006, expected=24.000000 predicted=37.708241, expected=12.000000 predicted=49.156499, expected=4.000000 predicted=32.200361, expected=16.000000 predicted=17.451501, expected=12.000000 predicted=19.688234, expected=16.000000 predicted=16.244752, expected=44.000000 predicted=22.581473, expected=8.000000 predicted=13.746848, expected=8.000000 predicted=14.020369, expected=8.000000 predicted=12.715130, expected=36.000000 predicted=22.489432, expected=16.000000 predicted=24.726904, expected=8.000000 predicted=11.270694, expected=8.000000 predicted=10.934589, expected=20.000000 predicted=15.012917, expected=12.000000 predicted=19.502655, expected=16.000000 predicted=14.275398, expected=20.000000 predicted=14.329305, expected=20.000000 predicted=15.600780, expected=8.000000 predicted=14.996733, expected=164.000000 predicted=61.826454, expected=264.000000 predicted=131.943625, expected=148.000000 predicted=108.678136, expected=36.000000 predicted=63.672130, expected=8.000000 predicted=52.943589, expected=4.000000 predicted=86.832117, expected=12.000000 predicted=95.392358, expected=72.000000 predicted=78.004746, expected=28.000000 predicted=30.968465, expected=40.000000 predicted=27.006224, expected=4.000000 predicted=14.463337, expected=12.000000 predicted=17.498019, expected=80.000000 predicted=60.589197, expected=20.000000 predicted=28.633934, expected=32.000000 predicted=31.488710, expected=20.000000 predicted=20.671762, expected=56.000000 predicted=38.583835, expected=16.000000 predicted=39.073477, expected=28.000000 predicted=25.459782, expected=28.000000 predicted=30.095334, expected=52.000000 predicted=37.318527, expected=16.000000 predicted=32.030996, expected=28.000000 predicted=24.522775, expected=20.000000 predicted=25.990817, expected=24.000000 predicted=26.132224, expected=32.000000 predicted=34.378054, expected=12.000000 predicted=17.573579, expected=20.000000 predicted=22.020943, expected=12.000000 predicted=17.448451, expected=28.000000 predicted=23.792145, expected=28.000000 predicted=26.498075, expected=32.000000 predicted=23.597068, expected=48.000000 predicted=33.736199, expected=200.000000 predicted=101.521131, expected=8.000000 predicted=42.151022, expected=12.000000 predicted=30.002465, expected=24.000000 predicted=41.169960, expected=32.000000 predicted=44.626093, expected=12.000000 predicted=66.543207, expected=28.000000 predicted=19.732874, expected=40.000000 predicted=28.059408, expected=36.000000 predicted=30.396066, expected=8.000000 predicted=21.148092, expected=20.000000 predicted=19.788812, expected=28.000000 predicted=27.568238, expected=36.000000 predicted=32.677354, expected=24.000000 predicted=27.212642, expected=4.000000 predicted=12.191833, expected=4.000000 predicted=13.770205, expected=28.000000 predicted=24.245486, expected=12.000000 predicted=19.552016, expected=24.000000 predicted=19.638122, expected=28.000000 predicted=18.842123, expected=12.000000 predicted=13.311384, expected=8.000000 predicted=16.438704, expected=24.000000 predicted=18.821256, expected=20.000000 predicted=20.568029, expected=16.000000 predicted=18.932151, expected=48.000000 predicted=28.708338, expected=16.000000 predicted=18.260704, expected=64.000000 predicted=39.937278, expected=16.000000 predicted=25.533120, expected=20.000000 predicted=22.259817, expected=16.000000 predicted=29.313267, expected=16.000000 predicted=19.417819, expected=24.000000 predicted=32.136174, expected=32.000000 predicted=23.764673, expected=8.000000 predicted=15.937395, expected=8.000000 predicted=13.307383, expected=12.000000 predicted=15.003321, expected=16.000000 Test MSE: 604.205
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061])] predicted=36.818366, expected=28.000000 predicted=36.200401, expected=52.000000 predicted=42.337973, expected=40.000000 predicted=31.909529, expected=28.000000 predicted=31.104714, expected=24.000000 predicted=32.119779, expected=36.000000 predicted=33.870121, expected=36.000000 predicted=37.834240, expected=64.000000 predicted=42.822677, expected=96.000000 predicted=53.584818, expected=76.000000 predicted=55.629927, expected=44.000000 predicted=53.919867, expected=68.000000 predicted=61.362665, expected=56.000000 predicted=64.400745, expected=44.000000 predicted=64.681346, expected=32.000000 predicted=52.448372, expected=76.000000 predicted=55.998194, expected=104.000000 predicted=71.109096, expected=100.000000 predicted=73.500818, expected=16.000000 predicted=51.851405, expected=60.000000 predicted=60.682638, expected=76.000000 predicted=72.651646, expected=28.000000 predicted=61.967585, expected=68.000000 predicted=66.249332, expected=84.000000 predicted=54.767740, expected=60.000000 predicted=61.697701, expected=48.000000 predicted=61.433644, expected=28.000000 predicted=45.242220, expected=52.000000 predicted=57.227507, expected=76.000000 predicted=64.081913, expected=72.000000 predicted=59.221052, expected=72.000000 predicted=59.845265, expected=76.000000 predicted=61.090734, expected=52.000000 predicted=62.171859, expected=56.000000 predicted=66.809118, expected=100.000000 predicted=76.633175, expected=48.000000 predicted=63.857809, expected=60.000000 predicted=67.016155, expected=44.000000 predicted=56.019523, expected=76.000000 predicted=65.057959, expected=36.000000 predicted=61.102735, expected=44.000000 predicted=50.189818, expected=28.000000 predicted=46.002772, expected=36.000000 predicted=42.326497, expected=72.000000 predicted=56.194158, expected=100.000000 predicted=58.821966, expected=68.000000 predicted=58.174744, expected=40.000000 predicted=51.231918, expected=44.000000 predicted=54.485580, expected=60.000000 predicted=64.052765, expected=28.000000 predicted=56.560442, expected=72.000000 predicted=58.393555, expected=60.000000 predicted=50.562870, expected=52.000000 predicted=51.547503, expected=40.000000 predicted=51.458843, expected=52.000000 predicted=47.935699, expected=36.000000 predicted=51.486637, expected=56.000000 predicted=52.161439, expected=60.000000 predicted=51.583149, expected=68.000000 predicted=53.338169, expected=48.000000 predicted=52.457507, expected=40.000000 predicted=47.546196, expected=44.000000 predicted=51.656567, expected=92.000000 predicted=64.831871, expected=20.000000 predicted=47.894653, expected=32.000000 predicted=44.960217, expected=92.000000 predicted=58.606059, expected=32.000000 predicted=45.644147, expected=32.000000 predicted=54.397990, expected=32.000000 predicted=36.361087, expected=24.000000 predicted=35.797668, expected=32.000000 predicted=46.087725, expected=36.000000 predicted=32.064126, expected=44.000000 predicted=34.985217, expected=48.000000 predicted=37.676028, expected=32.000000 predicted=33.801746, expected=52.000000 predicted=42.003118, expected=48.000000 predicted=42.862443, expected=36.000000 predicted=42.197742, expected=40.000000 predicted=43.356466, expected=68.000000 predicted=47.936710, expected=36.000000 predicted=44.946402, expected=44.000000 predicted=46.356640, expected=48.000000 predicted=44.613022, expected=60.000000 predicted=49.611735, expected=32.000000 predicted=47.832020, expected=40.000000 predicted=42.467264, expected=72.000000 predicted=52.534639, expected=40.000000 predicted=46.188318, expected=12.000000 predicted=40.573886, expected=36.000000 predicted=38.173599, expected=56.000000 predicted=43.487672, expected=20.000000 predicted=39.452197, expected=32.000000 predicted=34.928999, expected=64.000000 predicted=38.139061, expected=72.000000 predicted=48.548879, expected=32.000000 predicted=45.143491, expected=56.000000 predicted=46.224088, expected=28.000000 predicted=41.242742, expected=36.000000 predicted=47.961790, expected=36.000000 predicted=45.932288, expected=60.000000 predicted=42.908012, expected=20.000000 predicted=37.837755, expected=36.000000 predicted=36.022325, expected=32.000000 predicted=35.676317, expected=52.000000 predicted=40.389103, expected=28.000000 predicted=39.159131, expected=48.000000 predicted=36.555687, expected=60.000000 predicted=44.815350, expected=36.000000 predicted=39.425541, expected=40.000000 predicted=45.537271, expected=12.000000 predicted=31.658259, expected=16.000000 predicted=33.572950, expected=36.000000 predicted=37.121322, expected=28.000000 predicted=27.995193, expected=56.000000 predicted=37.325754, expected=32.000000 predicted=27.846976, expected=36.000000 predicted=32.536146, expected=24.000000 predicted=33.796890, expected=48.000000 predicted=37.700247, expected=60.000000 predicted=47.081282, expected=40.000000 predicted=38.679033, expected=36.000000 predicted=40.302598, expected=48.000000 predicted=41.423746, expected=28.000000 predicted=40.541111, expected=24.000000 predicted=39.751943, expected=64.000000 predicted=44.486701, expected=16.000000 predicted=31.229710, expected=48.000000 predicted=42.290010, expected=96.000000 predicted=52.117390, expected=56.000000 predicted=46.331294, expected=48.000000 predicted=57.076646, expected=28.000000 predicted=41.525741, expected=32.000000 predicted=47.025701, expected=16.000000 predicted=46.888433, expected=44.000000 predicted=40.947174, expected=28.000000 predicted=33.278303, expected=28.000000 predicted=29.188621, expected=20.000000 predicted=27.576322, expected=24.000000 predicted=24.498065, expected=56.000000 predicted=38.659276, expected=44.000000 predicted=33.818569, expected=68.000000 predicted=44.244435, expected=60.000000 predicted=44.916974, expected=32.000000 predicted=41.703123, expected=80.000000 predicted=61.759908, expected=24.000000 predicted=44.316196, expected=28.000000 predicted=48.646795, expected=36.000000 predicted=44.315458, expected=48.000000 predicted=40.020930, expected=56.000000 predicted=51.757729, expected=72.000000 predicted=46.721348, expected=16.000000 predicted=36.175587, expected=28.000000 predicted=40.507005, expected=28.000000 predicted=39.200373, expected=36.000000 predicted=40.013005, expected=68.000000 predicted=50.353037, expected=64.000000 predicted=40.738612, expected=52.000000 predicted=45.402335, expected=24.000000 predicted=39.855099, expected=28.000000 predicted=41.144481, expected=32.000000 predicted=44.965731, expected=16.000000 predicted=35.645643, expected=68.000000 predicted=44.849644, expected=20.000000 predicted=27.486556, expected=28.000000 predicted=31.896586, expected=24.000000 predicted=30.191687, expected=28.000000 predicted=27.537150, expected=32.000000 predicted=37.852082, expected=32.000000 predicted=27.112566, expected=44.000000 predicted=33.280135, expected=64.000000 predicted=40.278705, expected=44.000000 predicted=39.549923, expected=28.000000 predicted=38.009419, expected=8.000000 predicted=31.082610, expected=40.000000 predicted=38.926345, expected=32.000000 predicted=38.174214, expected=68.000000 predicted=43.572881, expected=40.000000 predicted=35.633775, expected=100.000000 predicted=52.499398, expected=20.000000 predicted=43.505848, expected=28.000000 predicted=43.088898, expected=24.000000 predicted=45.782890, expected=24.000000 predicted=35.282074, expected=44.000000 predicted=49.307166, expected=68.000000 predicted=38.404818, expected=36.000000 predicted=36.016659, expected=28.000000 predicted=34.636484, expected=32.000000 predicted=35.331043, expected=36.000000 predicted=39.612424, expected=16.000000 predicted=36.973552, expected=76.000000 predicted=44.268176, expected=48.000000 predicted=38.766484, expected=20.000000 predicted=34.690504, expected=4.000000 predicted=29.377484, expected=28.000000 predicted=28.000630, expected=52.000000 predicted=45.392720, expected=36.000000 predicted=34.475366, expected=20.000000 predicted=25.285749, expected=24.000000 predicted=23.670591, expected=24.000000 predicted=28.602743, expected=28.000000 predicted=33.096995, expected=12.000000 predicted=23.616168, expected=32.000000 predicted=24.552057, expected=24.000000 predicted=23.721413, expected=64.000000 predicted=35.642207, expected=52.000000 predicted=37.278501, expected=64.000000 predicted=41.597061, expected=44.000000 predicted=44.665515, expected=12.000000 predicted=34.871145, expected=32.000000 predicted=45.421393, expected=28.000000 predicted=37.861299, expected=36.000000 predicted=39.833337, expected=52.000000 predicted=39.038593, expected=28.000000 predicted=27.848811, expected=52.000000 predicted=40.147554, expected=52.000000 predicted=41.226150, expected=20.000000 predicted=35.747622, expected=60.000000 predicted=48.620519, expected=76.000000 predicted=49.541375, expected=52.000000 predicted=52.015629, expected=48.000000 predicted=51.927918, expected=36.000000 predicted=42.194789, expected=32.000000 predicted=48.339864, expected=32.000000 predicted=47.667269, expected=20.000000 predicted=35.569082, expected=120.000000 predicted=61.101429, expected=84.000000 predicted=56.197392, expected=20.000000 predicted=44.058647, expected=60.000000 predicted=54.930038, expected=28.000000 predicted=43.463363, expected=76.000000 predicted=75.099034, expected=28.000000 predicted=50.189223, expected=112.000000 predicted=59.218686, expected=56.000000 predicted=59.581022, expected=88.000000 predicted=63.408031, expected=76.000000 predicted=74.713174, expected=40.000000 predicted=56.423945, expected=56.000000 predicted=74.870320, expected=56.000000 predicted=59.617617, expected=56.000000 predicted=64.458769, expected=36.000000 predicted=53.805794, expected=36.000000 predicted=43.951706, expected=52.000000 predicted=50.024237, expected=64.000000 predicted=53.030398, expected=40.000000 predicted=47.540433, expected=60.000000 predicted=48.820695, expected=64.000000 predicted=52.272766, expected=56.000000 predicted=55.472321, expected=40.000000 predicted=53.392211, expected=56.000000 predicted=51.521960, expected=24.000000 predicted=46.678804, expected=48.000000 predicted=50.173597, expected=100.000000 predicted=62.014247, expected=48.000000 predicted=50.051139, expected=32.000000 predicted=49.917981, expected=24.000000 predicted=39.327587, expected=12.000000 predicted=38.267897, expected=44.000000 predicted=51.250400, expected=40.000000 predicted=36.284955, expected=84.000000 predicted=46.350417, expected=80.000000 predicted=50.255825, expected=4.000000 predicted=32.935875, expected=32.000000 predicted=44.697545, expected=44.000000 predicted=44.794653, expected=24.000000 predicted=46.488196, expected=84.000000 predicted=57.126368, expected=52.000000 predicted=36.514545, expected=44.000000 predicted=44.894281, expected=24.000000 predicted=41.397455, expected=24.000000 predicted=36.014169, expected=36.000000 predicted=48.260465, expected=32.000000 predicted=37.119257, expected=40.000000 predicted=36.230789, expected=88.000000 predicted=46.547161, expected=36.000000 predicted=38.911077, expected=52.000000 predicted=47.245874, expected=36.000000 predicted=42.630356, expected=44.000000 predicted=47.050774, expected=28.000000 predicted=49.947094, expected=64.000000 predicted=45.815600, expected=36.000000 predicted=43.349460, expected=52.000000 predicted=44.112897, expected=48.000000 predicted=45.521764, expected=36.000000 predicted=40.312299, expected=32.000000 predicted=45.449586, expected=32.000000 predicted=37.354700, expected=96.000000 predicted=57.678852, expected=52.000000 predicted=49.826970, expected=56.000000 predicted=50.251894, expected=32.000000 predicted=44.086107, expected=24.000000 predicted=41.759816, expected=32.000000 predicted=52.645475, expected=40.000000 predicted=41.174991, expected=48.000000 predicted=43.026615, expected=72.000000 predicted=45.494036, expected=48.000000 predicted=42.006756, expected=28.000000 predicted=40.158823, expected=24.000000 predicted=39.142617, expected=40.000000 predicted=43.107851, expected=20.000000 predicted=40.440834, expected=60.000000 predicted=42.612809, expected=68.000000 predicted=43.087804, expected=24.000000 predicted=34.863324, expected=32.000000 predicted=39.198588, expected=32.000000 predicted=34.453546, expected=48.000000 predicted=47.173786, expected=12.000000 predicted=36.892111, expected=76.000000 predicted=41.938635, expected=40.000000 predicted=38.734908, expected=52.000000 predicted=43.574704, expected=32.000000 predicted=42.225171, expected=36.000000 predicted=35.600732, expected=16.000000 predicted=42.788853, expected=32.000000 predicted=34.776659, expected=48.000000 predicted=40.464298, expected=60.000000 predicted=40.662199, expected=44.000000 predicted=40.135916, expected=36.000000 predicted=35.254916, expected=20.000000 predicted=35.052137, expected=28.000000 predicted=38.391762, expected=32.000000 predicted=39.371067, expected=52.000000 predicted=39.691771, expected=88.000000 predicted=49.945682, expected=48.000000 predicted=41.952515, expected=24.000000 predicted=39.103768, expected=16.000000 predicted=36.104929, expected=40.000000 predicted=44.519386, expected=4.000000 predicted=39.207579, expected=48.000000 predicted=36.140486, expected=28.000000 predicted=26.551444, expected=20.000000 predicted=23.476402, expected=24.000000 predicted=28.804472, expected=28.000000 predicted=22.004049, expected=32.000000 predicted=33.359724, expected=24.000000 predicted=26.103225, expected=40.000000 predicted=28.823541, expected=64.000000 predicted=38.664081, expected=76.000000 predicted=47.657513, expected=40.000000 predicted=43.321630, expected=44.000000 predicted=43.450395, expected=24.000000 predicted=41.981861, expected=4.000000 predicted=38.263821, expected=52.000000 predicted=47.671443, expected=40.000000 predicted=36.128044, expected=44.000000 predicted=38.481728, expected=12.000000 predicted=25.534569, expected=8.000000 predicted=19.161788, expected=28.000000 predicted=33.193749, expected=12.000000 predicted=24.384929, expected=68.000000 predicted=38.364350, expected=72.000000 predicted=37.359905, expected=40.000000 predicted=34.288446, expected=32.000000 predicted=37.815500, expected=16.000000 predicted=30.326381, expected=40.000000 predicted=47.358121, expected=32.000000 predicted=43.009112, expected=48.000000 predicted=38.244544, expected=28.000000 predicted=31.869386, expected=44.000000 predicted=33.257149, expected=28.000000 predicted=35.614917, expected=32.000000 predicted=34.151207, expected=20.000000 predicted=33.213893, expected=12.000000 predicted=24.460136, expected=52.000000 predicted=36.941310, expected=32.000000 predicted=29.945333, expected=64.000000 predicted=40.356077, expected=12.000000 predicted=26.716104, expected=20.000000 predicted=26.206372, expected=28.000000 predicted=35.771508, expected=32.000000 predicted=31.694637, expected=56.000000 predicted=43.967775, expected=80.000000 predicted=41.785166, expected=28.000000 predicted=35.614864, expected=4.000000 predicted=29.737382, expected=12.000000 predicted=29.512783, expected=40.000000 predicted=40.493682, expected=24.000000 predicted=38.696210, expected=48.000000 predicted=30.535282, expected=36.000000 predicted=25.068714, expected=56.000000 predicted=35.756787, expected=32.000000 predicted=38.300950, expected=12.000000 predicted=28.586691, expected=36.000000 predicted=37.937814, expected=40.000000 predicted=36.371542, expected=48.000000 predicted=42.828460, expected=36.000000 predicted=34.205578, expected=36.000000 predicted=31.035822, expected=12.000000 predicted=30.578733, expected=20.000000 predicted=30.818046, expected=16.000000 predicted=28.985509, expected=12.000000 predicted=22.511856, expected=60.000000 predicted=33.898013, expected=36.000000 predicted=26.072457, expected=64.000000 predicted=37.920013, expected=48.000000 predicted=37.167186, expected=24.000000 predicted=32.878762, expected=4.000000 predicted=35.673515, expected=28.000000 predicted=32.563300, expected=84.000000 predicted=53.929801, expected=24.000000 predicted=36.429775, expected=36.000000 predicted=32.048213, expected=24.000000 predicted=26.076257, expected=28.000000 predicted=34.128533, expected=28.000000 predicted=43.454558, expected=24.000000 predicted=26.218098, expected=48.000000 predicted=35.138480, expected=64.000000 predicted=39.502093, expected=44.000000 predicted=38.804055, expected=32.000000 predicted=36.372004, expected=24.000000 predicted=33.529394, expected=24.000000 predicted=37.778135, expected=24.000000 predicted=37.989549, expected=52.000000 predicted=38.671643, expected=84.000000 predicted=47.399860, expected=20.000000 predicted=32.919618, expected=28.000000 predicted=33.618694, expected=32.000000 predicted=35.211063, expected=24.000000 predicted=39.421386, expected=40.000000 predicted=46.208677, expected=36.000000 predicted=29.530052, expected=24.000000 predicted=29.103038, expected=28.000000 predicted=30.154673, expected=32.000000 predicted=29.731259, expected=16.000000 predicted=28.784635, expected=16.000000 predicted=25.220156, expected=24.000000 Test MSE: 432.401
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623])] predicted=24.177305, expected=48.000000 predicted=23.772951, expected=32.000000 predicted=28.282488, expected=8.000000 predicted=30.974435, expected=4.000000 predicted=26.651154, expected=8.000000 predicted=23.042338, expected=16.000000 predicted=17.869033, expected=36.000000 predicted=16.007859, expected=36.000000 predicted=16.424749, expected=20.000000 predicted=20.495733, expected=40.000000 predicted=27.734973, expected=4.000000 predicted=24.098008, expected=52.000000 predicted=33.394028, expected=12.000000 predicted=24.081033, expected=12.000000 predicted=26.274458, expected=36.000000 predicted=25.974853, expected=12.000000 predicted=19.385290, expected=8.000000 predicted=23.668887, expected=24.000000 predicted=17.714059, expected=32.000000 predicted=18.847848, expected=16.000000 predicted=20.566187, expected=12.000000 predicted=19.081369, expected=16.000000 predicted=18.490268, expected=20.000000 predicted=19.207696, expected=20.000000 predicted=18.638255, expected=16.000000 predicted=16.731336, expected=24.000000 predicted=18.311875, expected=40.000000 predicted=21.764209, expected=20.000000 predicted=22.216141, expected=8.000000 predicted=23.405310, expected=40.000000 predicted=25.539529, expected=16.000000 predicted=21.871916, expected=16.000000 predicted=25.009260, expected=32.000000 predicted=22.148551, expected=36.000000 predicted=23.008621, expected=52.000000 predicted=31.243303, expected=28.000000 predicted=29.473551, expected=28.000000 predicted=34.532564, expected=24.000000 predicted=33.621632, expected=16.000000 predicted=30.667593, expected=88.000000 predicted=38.527251, expected=8.000000 predicted=27.174541, expected=44.000000 predicted=40.944027, expected=24.000000 predicted=32.559226, expected=12.000000 predicted=33.902849, expected=20.000000 predicted=32.982610, expected=44.000000 predicted=24.019565, expected=44.000000 predicted=28.815501, expected=20.000000 predicted=27.897172, expected=32.000000 predicted=30.990781, expected=52.000000 predicted=34.092104, expected=40.000000 predicted=36.757923, expected=12.000000 predicted=34.975915, expected=32.000000 predicted=33.942864, expected=24.000000 predicted=30.376365, expected=8.000000 predicted=28.282155, expected=8.000000 predicted=21.927250, expected=8.000000 predicted=15.246602, expected=20.000000 predicted=15.763934, expected=8.000000 predicted=11.499315, expected=16.000000 predicted=12.197969, expected=76.000000 predicted=21.108051, expected=24.000000 predicted=21.309515, expected=36.000000 predicted=34.849730, expected=24.000000 predicted=31.209483, expected=16.000000 predicted=32.951093, expected=24.000000 predicted=32.962842, expected=12.000000 predicted=21.928209, expected=20.000000 predicted=22.324313, expected=8.000000 predicted=16.684309, expected=52.000000 predicted=22.048750, expected=28.000000 predicted=20.844862, expected=20.000000 predicted=25.818459, expected=20.000000 predicted=25.965228, expected=44.000000 predicted=28.306817, expected=16.000000 predicted=27.838733, expected=36.000000 predicted=29.297339, expected=60.000000 predicted=31.074241, expected=16.000000 predicted=30.852690, expected=8.000000 predicted=34.083804, expected=32.000000 predicted=28.668101, expected=16.000000 predicted=25.226579, expected=4.000000 predicted=23.344229, expected=8.000000 predicted=15.154973, expected=28.000000 predicted=14.981910, expected=12.000000 predicted=14.575966, expected=20.000000 predicted=16.005875, expected=72.000000 predicted=23.208769, expected=20.000000 predicted=23.447373, expected=12.000000 predicted=32.634485, expected=84.000000 predicted=37.101905, expected=36.000000 predicted=34.246659, expected=16.000000 predicted=45.020341, expected=24.000000 predicted=35.299294, expected=24.000000 predicted=30.925449, expected=20.000000 predicted=32.355312, expected=44.000000 predicted=27.269356, expected=8.000000 predicted=21.256169, expected=24.000000 predicted=27.133076, expected=20.000000 predicted=22.022205, expected=16.000000 predicted=21.707695, expected=56.000000 predicted=27.479537, expected=28.000000 predicted=22.504049, expected=24.000000 predicted=31.179933, expected=28.000000 predicted=29.672484, expected=20.000000 predicted=28.025819, expected=4.000000 predicted=26.951945, expected=44.000000 predicted=25.176321, expected=16.000000 predicted=19.131953, expected=40.000000 predicted=27.452485, expected=28.000000 predicted=24.092336, expected=16.000000 predicted=26.042756, expected=16.000000 predicted=27.779789, expected=20.000000 predicted=22.167918, expected=24.000000 predicted=22.935591, expected=20.000000 predicted=20.272302, expected=24.000000 predicted=20.453660, expected=16.000000 predicted=19.864330, expected=32.000000 predicted=23.009856, expected=16.000000 predicted=20.816697, expected=32.000000 predicted=24.471837, expected=16.000000 predicted=21.687906, expected=32.000000 predicted=25.000076, expected=8.000000 predicted=21.768470, expected=28.000000 predicted=23.515220, expected=28.000000 predicted=22.127468, expected=24.000000 predicted=22.511214, expected=20.000000 predicted=24.097129, expected=24.000000 predicted=22.391089, expected=16.000000 predicted=22.880362, expected=8.000000 predicted=20.633397, expected=8.000000 predicted=17.132240, expected=8.000000 predicted=13.464618, expected=40.000000 predicted=16.255401, expected=4.000000 predicted=11.925998, expected=4.000000 predicted=15.601415, expected=20.000000 predicted=13.959106, expected=16.000000 predicted=13.157406, expected=16.000000 predicted=16.759462, expected=24.000000 predicted=14.260179, expected=40.000000 predicted=19.088151, expected=20.000000 predicted=21.843698, expected=28.000000 predicted=26.137120, expected=12.000000 predicted=23.201230, expected=4.000000 predicted=22.377373, expected=36.000000 predicted=22.961340, expected=24.000000 predicted=17.576215, expected=24.000000 predicted=22.502140, expected=4.000000 predicted=18.423026, expected=28.000000 predicted=21.136264, expected=20.000000 predicted=20.201333, expected=28.000000 predicted=21.569913, expected=20.000000 predicted=20.537711, expected=96.000000 predicted=31.914952, expected=40.000000 predicted=33.848127, expected=12.000000 predicted=42.580313, expected=36.000000 predicted=42.215209, expected=52.000000 predicted=38.659573, expected=12.000000 predicted=39.529148, expected=12.000000 predicted=31.662349, expected=48.000000 predicted=28.194464, expected=24.000000 predicted=26.383271, expected=8.000000 predicted=28.533420, expected=28.000000 predicted=24.155999, expected=40.000000 predicted=23.709825, expected=8.000000 predicted=24.799333, expected=20.000000 predicted=24.898542, expected=40.000000 predicted=22.719091, expected=44.000000 predicted=27.007492, expected=4.000000 predicted=26.909344, expected=40.000000 predicted=30.193360, expected=8.000000 predicted=23.058766, expected=16.000000 predicted=26.720972, expected=24.000000 predicted=22.315675, expected=20.000000 predicted=17.033778, expected=36.000000 predicted=24.094697, expected=20.000000 predicted=20.013256, expected=4.000000 predicted=21.953672, expected=28.000000 predicted=23.264448, expected=20.000000 predicted=18.390159, expected=20.000000 predicted=21.470787, expected=28.000000 predicted=20.582233, expected=24.000000 predicted=19.965595, expected=56.000000 predicted=29.105244, expected=24.000000 predicted=26.846770, expected=32.000000 predicted=34.000656, expected=40.000000 predicted=33.955725, expected=8.000000 predicted=29.737632, expected=16.000000 predicted=31.962491, expected=8.000000 predicted=20.398758, expected=24.000000 predicted=20.285735, expected=24.000000 predicted=18.183096, expected=20.000000 predicted=16.875732, expected=48.000000 predicted=23.868823, expected=8.000000 predicted=20.617118, expected=24.000000 predicted=28.260494, expected=24.000000 predicted=23.547015, expected=12.000000 predicted=21.752850, expected=24.000000 predicted=24.076025, expected=24.000000 predicted=18.258213, expected=12.000000 predicted=19.901786, expected=36.000000 predicted=22.878120, expected=24.000000 predicted=20.085262, expected=12.000000 predicted=23.290424, expected=12.000000 predicted=21.615530, expected=24.000000 predicted=19.188826, expected=32.000000 predicted=21.255525, expected=4.000000 predicted=17.931525, expected=12.000000 predicted=19.019504, expected=4.000000 predicted=13.928368, expected=28.000000 predicted=16.370415, expected=28.000000 predicted=15.530162, expected=28.000000 predicted=17.709532, expected=20.000000 predicted=21.199223, expected=44.000000 predicted=26.019399, expected=32.000000 predicted=28.004075, expected=12.000000 predicted=28.962591, expected=12.000000 predicted=27.048989, expected=16.000000 predicted=21.795409, expected=20.000000 predicted=20.870787, expected=4.000000 predicted=15.550333, expected=36.000000 predicted=17.683307, expected=24.000000 predicted=16.051490, expected=28.000000 predicted=22.399597, expected=16.000000 predicted=22.256617, expected=20.000000 predicted=22.330266, expected=20.000000 predicted=23.222847, expected=8.000000 predicted=19.016322, expected=40.000000 predicted=22.305036, expected=60.000000 predicted=24.179916, expected=16.000000 predicted=26.754507, expected=8.000000 predicted=31.108636, expected=20.000000 predicted=26.214589, expected=12.000000 predicted=22.929942, expected=16.000000 predicted=21.618834, expected=16.000000 predicted=14.526447, expected=8.000000 predicted=13.305084, expected=12.000000 predicted=14.563640, expected=8.000000 predicted=11.487569, expected=36.000000 predicted=15.553364, expected=12.000000 predicted=13.323008, expected=8.000000 predicted=16.634996, expected=32.000000 predicted=18.606971, expected=20.000000 predicted=16.675131, expected=8.000000 predicted=20.468017, expected=12.000000 predicted=17.039645, expected=40.000000 predicted=18.683578, expected=8.000000 predicted=17.355439, expected=4.000000 predicted=18.795699, expected=32.000000 predicted=17.854722, expected=28.000000 predicted=17.004993, expected=80.000000 predicted=31.553703, expected=8.000000 predicted=24.887221, expected=32.000000 predicted=38.096581, expected=8.000000 predicted=30.682399, expected=24.000000 predicted=29.594112, expected=24.000000 predicted=27.158840, expected=24.000000 predicted=19.631159, expected=28.000000 predicted=23.546293, expected=24.000000 predicted=22.073919, expected=20.000000 predicted=24.458236, expected=8.000000 predicted=21.911625, expected=36.000000 predicted=23.506347, expected=12.000000 predicted=18.906728, expected=44.000000 predicted=25.235527, expected=28.000000 predicted=23.027017, expected=32.000000 predicted=27.979230, expected=32.000000 predicted=31.100199, expected=8.000000 predicted=26.415768, expected=36.000000 predicted=31.145941, expected=12.000000 predicted=22.388530, expected=8.000000 predicted=22.730427, expected=12.000000 predicted=18.406960, expected=16.000000 predicted=14.148656, expected=4.000000 predicted=13.838674, expected=8.000000 predicted=10.994209, expected=12.000000 predicted=9.501831, expected=28.000000 predicted=12.217527, expected=24.000000 predicted=14.194472, expected=16.000000 predicted=16.528071, expected=40.000000 predicted=22.351851, expected=8.000000 predicted=20.034669, expected=36.000000 predicted=27.331063, expected=8.000000 predicted=20.629452, expected=4.000000 predicted=20.474419, expected=32.000000 predicted=20.850109, expected=20.000000 predicted=15.151843, expected=20.000000 predicted=20.766218, expected=20.000000 predicted=18.350208, expected=20.000000 predicted=19.369069, expected=16.000000 predicted=21.049936, expected=16.000000 predicted=18.913291, expected=52.000000 predicted=23.111762, expected=8.000000 predicted=19.959882, expected=24.000000 predicted=26.621055, expected=32.000000 predicted=23.868683, expected=12.000000 predicted=22.845709, expected=20.000000 predicted=25.956079, expected=24.000000 predicted=19.487807, expected=4.000000 predicted=18.791713, expected=8.000000 predicted=18.090409, expected=4.000000 predicted=11.486202, expected=12.000000 predicted=11.178350, expected=12.000000 predicted=9.545156, expected=12.000000 predicted=8.735798, expected=28.000000 predicted=12.608463, expected=12.000000 predicted=12.630889, expected=8.000000 predicted=15.752708, expected=44.000000 predicted=19.171741, expected=40.000000 predicted=20.757951, expected=140.000000 predicted=45.269581, expected=12.000000 predicted=40.559727, expected=56.000000 predicted=61.980619, expected=4.000000 predicted=49.992763, expected=16.000000 predicted=44.745110, expected=36.000000 predicted=40.654181, expected=28.000000 predicted=23.246335, expected=4.000000 predicted=24.994682, expected=20.000000 predicted=19.964597, expected=60.000000 predicted=24.847659, expected=12.000000 predicted=24.508528, expected=12.000000 predicted=27.054686, expected=12.000000 predicted=20.891461, expected=16.000000 predicted=20.244738, expected=8.000000 predicted=18.581667, expected=16.000000 predicted=13.023179, expected=24.000000 predicted=13.954817, expected=12.000000 predicted=14.371230, expected=40.000000 predicted=19.940090, expected=40.000000 predicted=22.087305, expected=16.000000 predicted=25.732598, expected=24.000000 predicted=28.400889, expected=44.000000 predicted=28.336603, expected=36.000000 predicted=31.306091, expected=4.000000 predicted=28.929643, expected=24.000000 predicted=27.123475, expected=8.000000 predicted=21.317060, expected=36.000000 predicted=24.256210, expected=20.000000 predicted=19.780239, expected=20.000000 predicted=20.173691, expected=20.000000 predicted=21.895154, expected=12.000000 predicted=19.287634, expected=60.000000 predicted=26.962556, expected=16.000000 predicted=22.658929, expected=16.000000 predicted=27.731685, expected=32.000000 predicted=26.555861, expected=28.000000 predicted=25.386125, expected=44.000000 predicted=31.743415, expected=20.000000 predicted=26.398032, expected=24.000000 predicted=29.448218, expected=16.000000 predicted=27.175200, expected=48.000000 predicted=28.987160, expected=20.000000 predicted=26.673137, expected=24.000000 predicted=27.588425, expected=40.000000 predicted=28.661605, expected=4.000000 predicted=24.811746, expected=20.000000 predicted=27.571367, expected=40.000000 predicted=22.980558, expected=24.000000 predicted=23.546240, expected=8.000000 predicted=24.455050, expected=12.000000 predicted=19.882257, expected=16.000000 predicted=18.784804, expected=8.000000 predicted=16.615488, expected=24.000000 predicted=15.250602, expected=12.000000 predicted=12.686891, expected=16.000000 predicted=15.448239, expected=24.000000 predicted=16.435155, expected=32.000000 predicted=18.599360, expected=16.000000 predicted=20.673028, expected=4.000000 predicted=19.347999, expected=28.000000 predicted=20.257382, expected=52.000000 predicted=22.943795, expected=8.000000 predicted=22.477670, expected=56.000000 predicted=30.594759, expected=12.000000 predicted=25.534279, expected=20.000000 predicted=31.646458, expected=12.000000 predicted=26.327669, expected=32.000000 predicted=22.416636, expected=16.000000 predicted=22.815712, expected=12.000000 predicted=18.775004, expected=48.000000 predicted=22.943299, expected=24.000000 predicted=22.019970, expected=12.000000 predicted=26.236359, expected=32.000000 predicted=25.298188, expected=8.000000 predicted=21.375736, expected=20.000000 predicted=24.380518, expected=32.000000 predicted=20.201208, expected=20.000000 predicted=19.867858, expected=8.000000 predicted=21.404467, expected=4.000000 predicted=16.727358, expected=20.000000 predicted=16.375737, expected=8.000000 predicted=13.465058, expected=36.000000 predicted=15.879277, expected=32.000000 predicted=16.754041, expected=12.000000 predicted=20.109621, expected=24.000000 predicted=23.919734, expected=28.000000 predicted=22.360709, expected=40.000000 predicted=27.275438, expected=4.000000 predicted=23.764490, expected=8.000000 predicted=22.349755, expected=20.000000 predicted=19.677115, expected=28.000000 predicted=18.837178, expected=4.000000 predicted=16.966882, expected=36.000000 predicted=18.264596, expected=16.000000 predicted=17.224166, expected=16.000000 predicted=21.098449, expected=8.000000 predicted=18.657689, expected=16.000000 predicted=16.001111, expected=8.000000 predicted=15.525036, expected=20.000000 predicted=13.905415, expected=32.000000 predicted=15.533393, expected=8.000000 predicted=15.354122, expected=8.000000 predicted=17.580222, expected=8.000000 predicted=14.184951, expected=24.000000 predicted=15.185291, expected=36.000000 predicted=17.324662, expected=12.000000 predicted=16.322895, expected=12.000000 predicted=19.325953, expected=8.000000 predicted=17.098470, expected=20.000000 predicted=17.603095, expected=44.000000 predicted=19.816892, expected=20.000000 Test MSE: 291.005
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186])] predicted=9.688591, expected=16.000000 predicted=10.890433, expected=12.000000 predicted=11.541174, expected=8.000000 predicted=11.691405, expected=12.000000 predicted=12.637871, expected=24.000000 predicted=12.896966, expected=28.000000 predicted=17.266632, expected=4.000000 predicted=14.224791, expected=4.000000 predicted=12.614872, expected=20.000000 predicted=14.924830, expected=8.000000 predicted=14.305551, expected=4.000000 predicted=11.335476, expected=8.000000 predicted=7.593530, expected=12.000000 predicted=9.106599, expected=16.000000 predicted=11.661654, expected=8.000000 predicted=9.217478, expected=24.000000 predicted=12.414286, expected=16.000000 predicted=13.829917, expected=20.000000 predicted=16.255798, expected=16.000000 predicted=16.450116, expected=20.000000 predicted=17.214235, expected=4.000000 predicted=15.965688, expected=8.000000 predicted=13.545266, expected=12.000000 predicted=12.955815, expected=4.000000 predicted=10.273027, expected=16.000000 predicted=11.011797, expected=8.000000 predicted=8.333686, expected=28.000000 predicted=13.412178, expected=4.000000 predicted=11.471768, expected=8.000000 predicted=11.112292, expected=8.000000 predicted=11.361390, expected=24.000000 predicted=13.615189, expected=24.000000 predicted=16.618213, expected=12.000000 predicted=13.305040, expected=16.000000 predicted=15.139754, expected=12.000000 predicted=15.316767, expected=44.000000 predicted=23.077181, expected=36.000000 predicted=24.680349, expected=8.000000 predicted=20.957279, expected=12.000000 predicted=20.503540, expected=8.000000 predicted=18.556379, expected=12.000000 predicted=19.776064, expected=4.000000 predicted=13.038951, expected=24.000000 predicted=11.817878, expected=16.000000 predicted=12.680266, expected=52.000000 predicted=21.079966, expected=20.000000 predicted=21.193667, expected=44.000000 predicted=27.612550, expected=48.000000 predicted=34.247214, expected=12.000000 predicted=30.980299, expected=4.000000 predicted=28.902386, expected=28.000000 predicted=25.156291, expected=40.000000 predicted=29.857679, expected=8.000000 predicted=23.340418, expected=4.000000 predicted=15.376228, expected=4.000000 predicted=13.209822, expected=24.000000 predicted=18.100598, expected=40.000000 predicted=21.374399, expected=24.000000 predicted=17.911750, expected=20.000000 predicted=19.351029, expected=16.000000 predicted=20.425853, expected=32.000000 predicted=26.024739, expected=12.000000 predicted=23.516080, expected=16.000000 predicted=19.923793, expected=4.000000 predicted=15.647246, expected=20.000000 predicted=16.617460, expected=16.000000 predicted=16.635962, expected=24.000000 predicted=15.846512, expected=8.000000 predicted=14.267335, expected=12.000000 predicted=13.652054, expected=20.000000 predicted=16.539074, expected=8.000000 predicted=14.245988, expected=12.000000 predicted=14.033563, expected=8.000000 predicted=10.803004, expected=12.000000 predicted=11.856693, expected=12.000000 predicted=11.960135, expected=20.000000 predicted=12.288604, expected=8.000000 predicted=11.723958, expected=16.000000 predicted=12.728685, expected=4.000000 predicted=11.300618, expected=8.000000 predicted=11.051671, expected=8.000000 predicted=10.369075, expected=12.000000 predicted=9.324890, expected=8.000000 predicted=9.271719, expected=16.000000 predicted=9.518618, expected=24.000000 predicted=13.062224, expected=8.000000 predicted=12.397758, expected=12.000000 predicted=13.223449, expected=12.000000 predicted=12.810358, expected=64.000000 predicted=24.662505, expected=16.000000 predicted=22.568805, expected=48.000000 predicted=28.138429, expected=36.000000 predicted=30.795307, expected=24.000000 predicted=32.740126, expected=28.000000 predicted=35.850080, expected=36.000000 predicted=31.003340, expected=16.000000 predicted=30.788793, expected=12.000000 predicted=24.770139, expected=16.000000 predicted=21.246149, expected=24.000000 predicted=21.932525, expected=4.000000 predicted=17.535279, expected=40.000000 predicted=19.704823, expected=24.000000 predicted=19.873032, expected=40.000000 predicted=25.752732, expected=8.000000 predicted=22.473266, expected=4.000000 predicted=18.809284, expected=16.000000 predicted=21.312528, expected=4.000000 predicted=15.178044, expected=8.000000 predicted=13.475159, expected=12.000000 predicted=8.555462, expected=32.000000 predicted=13.469235, expected=32.000000 predicted=18.235136, expected=16.000000 predicted=17.378648, expected=28.000000 predicted=21.412030, expected=36.000000 predicted=26.008046, expected=48.000000 predicted=33.000786, expected=60.000000 predicted=38.145848, expected=32.000000 predicted=36.449030, expected=8.000000 predicted=33.825087, expected=16.000000 predicted=31.739344, expected=24.000000 predicted=30.552823, expected=24.000000 predicted=27.662855, expected=12.000000 predicted=19.236340, expected=64.000000 predicted=26.437644, expected=44.000000 predicted=31.238274, expected=20.000000 predicted=31.384397, expected=16.000000 predicted=28.849265, expected=32.000000 predicted=30.382328, expected=24.000000 predicted=33.129198, expected=28.000000 predicted=27.804678, expected=52.000000 predicted=29.724266, expected=64.000000 predicted=37.397761, expected=32.000000 predicted=38.755414, expected=32.000000 predicted=38.225124, expected=24.000000 predicted=37.087673, expected=24.000000 predicted=37.148280, expected=28.000000 predicted=33.947945, expected=32.000000 predicted=28.819242, expected=20.000000 predicted=26.419090, expected=12.000000 predicted=22.651934, expected=48.000000 predicted=28.099075, expected=72.000000 predicted=37.249260, expected=60.000000 predicted=42.442788, expected=28.000000 predicted=39.589615, expected=28.000000 predicted=39.785164, expected=8.000000 predicted=38.185081, expected=20.000000 predicted=35.311432, expected=28.000000 predicted=28.789086, expected=40.000000 predicted=26.333309, expected=28.000000 predicted=25.786943, expected=28.000000 predicted=25.318805, expected=48.000000 predicted=32.518391, expected=40.000000 predicted=35.507154, expected=32.000000 predicted=36.145555, expected=12.000000 predicted=30.005047, expected=36.000000 predicted=32.383876, expected=12.000000 predicted=28.917218, expected=48.000000 predicted=31.336223, expected=8.000000 predicted=23.711721, expected=12.000000 predicted=20.805733, expected=20.000000 predicted=22.130817, expected=40.000000 predicted=23.890753, expected=32.000000 predicted=27.607284, expected=36.000000 predicted=25.350702, expected=20.000000 predicted=25.961472, expected=12.000000 predicted=25.534340, expected=16.000000 predicted=25.246417, expected=20.000000 predicted=22.360914, expected=12.000000 predicted=19.161291, expected=16.000000 predicted=16.011842, expected=24.000000 predicted=16.809826, expected=44.000000 predicted=23.186542, expected=16.000000 predicted=21.866144, expected=16.000000 predicted=21.011088, expected=48.000000 predicted=27.860733, expected=8.000000 predicted=24.895480, expected=8.000000 predicted=23.079746, expected=12.000000 predicted=16.942405, expected=28.000000 predicted=20.056274, expected=8.000000 predicted=18.656343, expected=16.000000 predicted=13.487466, expected=4.000000 predicted=11.742433, expected=36.000000 predicted=18.151592, expected=36.000000 predicted=22.268430, expected=32.000000 predicted=22.804462, expected=44.000000 predicted=28.873549, expected=44.000000 predicted=32.810834, expected=48.000000 predicted=40.596874, expected=56.000000 predicted=44.070360, expected=24.000000 predicted=40.285745, expected=20.000000 predicted=38.200817, expected=44.000000 predicted=39.052678, expected=4.000000 predicted=31.053215, expected=16.000000 predicted=27.240631, expected=52.000000 predicted=27.488490, expected=12.000000 predicted=23.980303, expected=32.000000 predicted=27.766557, expected=40.000000 predicted=25.946804, expected=48.000000 predicted=34.025248, expected=16.000000 predicted=32.987804, expected=8.000000 predicted=24.636655, expected=32.000000 predicted=28.821903, expected=12.000000 predicted=25.092578, expected=52.000000 predicted=29.976437, expected=28.000000 predicted=24.704435, expected=12.000000 predicted=23.465095, expected=28.000000 predicted=27.070584, expected=32.000000 predicted=26.886311, expected=36.000000 predicted=32.146393, expected=48.000000 predicted=31.814043, expected=16.000000 predicted=27.781988, expected=36.000000 predicted=32.786463, expected=44.000000 predicted=35.310627, expected=48.000000 predicted=38.761798, expected=20.000000 predicted=34.958082, expected=40.000000 predicted=33.950903, expected=8.000000 predicted=30.846603, expected=20.000000 predicted=29.581482, expected=48.000000 predicted=31.495467, expected=20.000000 predicted=25.698923, expected=12.000000 predicted=24.602615, expected=8.000000 predicted=17.962488, expected=56.000000 predicted=28.416474, expected=28.000000 predicted=29.071248, expected=24.000000 predicted=25.226940, expected=44.000000 predicted=28.978429, expected=64.000000 predicted=38.202522, expected=24.000000 predicted=39.817458, expected=28.000000 predicted=35.072290, expected=28.000000 predicted=34.072777, expected=32.000000 predicted=36.249376, expected=48.000000 predicted=38.418885, expected=28.000000 predicted=31.150064, expected=12.000000 predicted=28.481787, expected=12.000000 predicted=25.406882, expected=28.000000 predicted=26.306446, expected=52.000000 predicted=31.503336, expected=52.000000 predicted=32.267093, expected=44.000000 predicted=34.135270, expected=56.000000 predicted=41.206846, expected=4.000000 predicted=36.959787, expected=20.000000 predicted=37.015295, expected=8.000000 predicted=28.800267, expected=20.000000 predicted=25.128424, expected=52.000000 predicted=28.586150, expected=48.000000 predicted=26.613851, expected=8.000000 predicted=25.430298, expected=8.000000 predicted=22.549461, expected=36.000000 predicted=28.098967, expected=20.000000 predicted=28.424310, expected=80.000000 predicted=36.803068, expected=40.000000 predicted=32.217928, expected=44.000000 predicted=38.545630, expected=4.000000 predicted=34.925986, expected=28.000000 predicted=34.717733, expected=520.000000 predicted=141.179027, expected=24.000000 predicted=105.994739, expected=4.000000 predicted=111.531022, expected=72.000000 predicted=104.752218, expected=32.000000 predicted=117.972740, expected=20.000000 predicted=122.797841, expected=24.000000 predicted=28.753345, expected=12.000000 predicted=26.403447, expected=4.000000 predicted=26.663170, expected=32.000000 predicted=21.101094, expected=52.000000 predicted=24.624142, expected=48.000000 predicted=29.440020, expected=24.000000 predicted=28.584844, expected=48.000000 predicted=35.393250, expected=20.000000 predicted=35.921760, expected=24.000000 predicted=36.201226, expected=16.000000 predicted=29.039255, expected=60.000000 predicted=33.300369, expected=8.000000 predicted=27.729867, expected=16.000000 predicted=24.804197, expected=36.000000 predicted=26.312449, expected=24.000000 predicted=26.234996, expected=36.000000 predicted=30.728416, expected=68.000000 predicted=32.446349, expected=60.000000 predicted=40.411591, expected=4.000000 predicted=36.957058, expected=20.000000 predicted=35.333572, expected=48.000000 predicted=38.843362, expected=16.000000 predicted=34.990798, expected=16.000000 predicted=27.756635, expected=48.000000 predicted=25.810911, expected=48.000000 predicted=32.702056, expected=32.000000 predicted=34.937065, expected=20.000000 predicted=29.720563, expected=36.000000 predicted=33.342149, expected=8.000000 predicted=30.583714, expected=4.000000 predicted=24.401568, expected=32.000000 predicted=22.187484, expected=80.000000 predicted=31.609346, expected=32.000000 predicted=31.498048, expected=32.000000 predicted=32.499151, expected=84.000000 predicted=45.134546, expected=40.000000 predicted=48.531245, expected=56.000000 predicted=55.562039, expected=40.000000 predicted=46.279061, expected=12.000000 predicted=42.884888, expected=8.000000 predicted=39.045332, expected=28.000000 predicted=30.234881, expected=4.000000 predicted=23.382363, expected=40.000000 predicted=23.452576, expected=24.000000 predicted=18.618690, expected=48.000000 predicted=26.850127, expected=8.000000 predicted=24.033896, expected=16.000000 predicted=23.685449, expected=12.000000 predicted=23.552877, expected=24.000000 predicted=22.085114, expected=24.000000 predicted=21.954798, expected=16.000000 predicted=16.638567, expected=92.000000 predicted=33.482667, expected=20.000000 predicted=29.469103, expected=32.000000 predicted=36.468691, expected=32.000000 predicted=34.830366, expected=32.000000 predicted=36.933539, expected=24.000000 predicted=38.299952, expected=40.000000 predicted=30.462989, expected=40.000000 predicted=33.253089, expected=44.000000 predicted=35.859075, expected=4.000000 predicted=29.420401, expected=24.000000 predicted=29.646577, expected=76.000000 predicted=38.897780, expected=36.000000 predicted=36.610365, expected=4.000000 predicted=31.445027, expected=32.000000 predicted=29.455523, expected=16.000000 predicted=29.628660, expected=32.000000 predicted=33.330201, expected=40.000000 predicted=26.880503, expected=20.000000 predicted=23.674968, expected=20.000000 predicted=26.793722, expected=36.000000 predicted=27.381333, expected=24.000000 predicted=28.119371, expected=20.000000 predicted=26.769223, expected=36.000000 predicted=26.312983, expected=32.000000 predicted=27.745052, expected=20.000000 predicted=27.881705, expected=52.000000 predicted=31.718781, expected=28.000000 predicted=30.409090, expected=68.000000 predicted=41.302018, expected=48.000000 predicted=40.732121, expected=20.000000 predicted=39.101273, expected=68.000000 predicted=48.556623, expected=16.000000 predicted=39.010989, expected=36.000000 predicted=43.855781, expected=36.000000 predicted=36.428200, expected=16.000000 predicted=31.367968, expected=56.000000 predicted=39.220132, expected=32.000000 predicted=31.015683, expected=16.000000 predicted=32.151908, expected=32.000000 predicted=31.338501, expected=52.000000 predicted=34.164622, expected=28.000000 predicted=35.574823, expected=8.000000 predicted=27.768840, expected=28.000000 predicted=27.317670, expected=28.000000 predicted=28.621150, expected=32.000000 predicted=29.706255, expected=56.000000 predicted=31.035886, expected=28.000000 predicted=29.435020, expected=20.000000 predicted=32.184982, expected=20.000000 predicted=29.962477, expected=24.000000 predicted=29.560538, expected=32.000000 predicted=30.084268, expected=32.000000 predicted=26.132426, expected=32.000000 predicted=26.917017, expected=36.000000 predicted=29.543030, expected=32.000000 predicted=31.221709, expected=16.000000 predicted=29.469973, expected=52.000000 predicted=34.310141, expected=16.000000 predicted=29.214319, expected=8.000000 predicted=26.864982, expected=36.000000 predicted=26.762680, expected=40.000000 predicted=27.792121, expected=16.000000 predicted=27.823801, expected=20.000000 predicted=22.946674, expected=36.000000 predicted=25.926922, expected=4.000000 predicted=24.150890, expected=16.000000 predicted=22.502548, expected=12.000000 predicted=16.437342, expected=8.000000 predicted=15.745204, expected=28.000000 predicted=17.836386, expected=484.000000 predicted=109.538326, expected=36.000000 predicted=87.218827, expected=20.000000 predicted=109.313395, expected=40.000000 predicted=98.714466, expected=48.000000 predicted=108.280204, expected=24.000000 predicted=116.593238, expected=28.000000 predicted=33.112317, expected=20.000000 predicted=29.134163, expected=4.000000 predicted=26.404494, expected=4.000000 predicted=20.986985, expected=16.000000 predicted=15.771030, expected=28.000000 predicted=16.885447, expected=12.000000 predicted=13.784209, expected=12.000000 predicted=12.954250, expected=12.000000 predicted=13.624576, expected=20.000000 predicted=16.624251, expected=36.000000 predicted=20.580261, expected=20.000000 predicted=18.368684, expected=12.000000 predicted=18.735903, expected=24.000000 predicted=20.740131, expected=32.000000 predicted=23.850545, expected=12.000000 predicted=22.178238, expected=40.000000 predicted=24.518436, expected=24.000000 predicted=23.134959, expected=4.000000 predicted=22.243275, expected=4.000000 predicted=19.081075, expected=36.000000 predicted=20.253042, expected=12.000000 predicted=19.043434, expected=8.000000 Test MSE: 1581.097
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423])] predicted=163.891564, expected=418.128000 predicted=258.595173, expected=155.552000 predicted=215.440637, expected=180.980000 predicted=91.769642, expected=191.808000 predicted=112.739771, expected=193.204000 predicted=250.398130, expected=283.464000 predicted=255.845706, expected=175.836000 predicted=203.805928, expected=494.396000 predicted=277.682831, expected=425.488000 predicted=360.635199, expected=332.296000 predicted=316.776657, expected=632.028000 predicted=350.330733, expected=294.468000 predicted=430.396642, expected=323.628000 predicted=354.312804, expected=176.016000 predicted=270.507495, expected=762.200000 predicted=528.418579, expected=457.532000 predicted=572.065347, expected=235.080000 predicted=302.738047, expected=285.980000 predicted=194.115917, expected=219.648000 predicted=391.723055, expected=135.444000 predicted=365.555556, expected=92.960000 predicted=194.088775, expected=396.708000 predicted=271.372420, expected=363.068000 predicted=349.465722, expected=185.932000 predicted=218.113940, expected=176.860000 predicted=117.093140, expected=148.228000 predicted=208.109921, expected=135.068000 predicted=252.277937, expected=119.232000 predicted=183.477779, expected=253.904000 predicted=191.961142, expected=210.752000 predicted=208.758255, expected=215.812000 predicted=178.842057, expected=275.168000 predicted=188.598600, expected=230.044000 predicted=232.004706, expected=242.888000 predicted=229.863305, expected=231.444000 predicted=223.158831, expected=127.976000 predicted=205.357412, expected=271.344000 predicted=220.765516, expected=228.468000 predicted=252.953748, expected=296.620000 predicted=257.774730, expected=131.484000 predicted=181.924370, expected=189.336000 predicted=174.978141, expected=136.548000 predicted=196.263865, expected=454.100000 predicted=307.070275, expected=212.816000 predicted=282.798465, expected=322.700000 predicted=212.074018, expected=229.748000 predicted=209.499591, expected=133.388000 predicted=242.427309, expected=173.148000 predicted=213.185634, expected=88.688000 predicted=197.451961, expected=318.880000 predicted=244.310061, expected=144.052000 predicted=211.853898, expected=281.900000 predicted=186.041997, expected=164.776000 predicted=170.500421, expected=258.216000 predicted=220.809187, expected=256.040000 predicted=239.160538, expected=223.044000 predicted=236.663769, expected=254.228000 predicted=221.251845, expected=228.408000 predicted=232.087851, expected=163.836000 predicted=218.584808, expected=262.968000 predicted=221.852918, expected=130.344000 predicted=217.777591, expected=246.764000 predicted=209.793501, expected=125.580000 predicted=184.937729, expected=555.196000 predicted=307.237094, expected=207.568000 predicted=306.907197, expected=368.368000 predicted=232.492338, expected=137.836000 predicted=198.617519, expected=117.108000 predicted=233.487752, expected=219.644000 predicted=246.294382, expected=191.376000 predicted=267.104767, expected=522.164000 predicted=318.192428, expected=151.848000 predicted=248.086608, expected=458.636000 predicted=229.483548, expected=104.992000 predicted=240.793782, expected=17.580000 predicted=190.283882, expected=60.116000 predicted=134.026820, expected=213.492000 predicted=252.934214, expected=394.152000 predicted=310.537845, expected=161.108000 predicted=179.797762, expected=220.992000 predicted=95.878972, expected=193.476000 predicted=174.976242, expected=165.900000 predicted=250.718399, expected=288.012000 predicted=240.326713, expected=169.160000 predicted=220.785492, expected=401.236000 predicted=250.356685, expected=141.720000 predicted=231.835809, expected=276.508000 predicted=209.828681, expected=126.152000 predicted=201.429488, expected=128.956000 predicted=207.224168, expected=150.012000 predicted=181.455015, expected=77.416000 predicted=168.169683, expected=244.536000 predicted=172.811171, expected=186.828000 predicted=187.923073, expected=247.120000 predicted=184.090503, expected=126.524000 predicted=141.282774, expected=80.152000 predicted=124.661563, expected=214.396000 predicted=173.054894, expected=144.304000 predicted=214.642134, expected=317.948000 predicted=209.650102, expected=252.076000 predicted=207.311892, expected=301.492000 predicted=224.067594, expected=187.696000 predicted=201.653321, expected=137.120000 predicted=190.109940, expected=129.836000 predicted=189.711019, expected=84.012000 predicted=187.797134, expected=221.428000 predicted=193.298209, expected=153.084000 predicted=184.190429, expected=89.044000 predicted=118.620783, expected=133.616000 predicted=94.383645, expected=161.504000 predicted=164.421908, expected=159.708000 predicted=175.352756, expected=105.364000 predicted=118.697827, expected=270.280000 predicted=155.611795, expected=130.232000 predicted=186.929719, expected=339.376000 predicted=200.102223, expected=364.344000 predicted=263.531642, expected=43.744000 predicted=199.787640, expected=76.484000 predicted=75.046444, expected=121.860000 predicted=170.915263, expected=268.040000 predicted=295.475994, expected=131.476000 predicted=193.025170, expected=216.100000 predicted=112.293844, expected=147.148000 predicted=142.746334, expected=54.828000 predicted=145.206385, expected=84.788000 predicted=109.548561, expected=140.712000 predicted=151.868720, expected=234.892000 predicted=196.292256, expected=118.916000 predicted=140.107676, expected=239.428000 predicted=122.514498, expected=223.744000 predicted=185.592171, expected=249.884000 predicted=224.485168, expected=183.452000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=186.423750, expected=111.184000 predicted=157.257852, expected=297.772000 predicted=215.970860, expected=205.364000 predicted=262.237196, expected=240.484000 predicted=213.808377, expected=204.100000 predicted=176.760371, expected=145.924000 predicted=194.583889, expected=114.052000 predicted=170.970203, expected=32.928000 predicted=135.957365, expected=245.160000 predicted=179.453144, expected=245.924000 predicted=232.506012, expected=151.352000 predicted=165.961926, expected=129.580000 predicted=85.204555, expected=128.228000 predicted=139.915853, expected=161.528000 predicted=195.716902, expected=64.700000 predicted=145.993729, expected=245.224000 predicted=146.431191, expected=133.428000 predicted=171.232491, expected=181.236000 predicted=149.607078, expected=130.012000 predicted=124.301955, expected=147.884000 predicted=155.215433, expected=96.880000 predicted=143.610846, expected=96.740000 predicted=123.116661, expected=228.472000 predicted=161.735218, expected=245.848000 predicted=209.061161, expected=239.772000 predicted=187.567544, expected=237.224000 predicted=167.146090, expected=166.408000 predicted=185.010214, expected=133.400000 predicted=181.297753, expected=112.660000 predicted=171.699894, expected=308.464000 predicted=233.488420, expected=373.976000 predicted=298.667396, expected=491.400000 predicted=318.182699, expected=216.508000 predicted=236.388221, expected=67.400000 predicted=142.892775, expected=155.400000 predicted=201.577341, expected=198.068000 predicted=322.265287, expected=196.268000 predicted=267.045617, expected=214.668000 predicted=166.129439, expected=317.560000 predicted=204.995581, expected=170.532000 predicted=217.447289, expected=237.484000 predicted=189.053140, expected=97.124000 predicted=178.528165, expected=115.744000 predicted=177.009611, expected=293.452000 predicted=222.939724, expected=282.696000 predicted=276.330349, expected=276.360000 predicted=220.469202, expected=97.812000 predicted=131.865026, expected=180.972000 predicted=163.922771, expected=94.368000 predicted=208.154890, expected=122.264000 predicted=186.708077, expected=230.876000 predicted=177.050188, expected=235.192000 predicted=208.963630, expected=302.668000 predicted=208.369078, expected=103.020000 predicted=151.301221, expected=100.944000 predicted=120.086849, expected=110.892000 predicted=159.555993, expected=78.248000 predicted=184.875476, expected=183.716000 predicted=156.592807, expected=218.664000 predicted=167.308660, expected=272.568000 predicted=190.773472, expected=123.536000 predicted=141.227416, expected=267.896000 predicted=161.963835, expected=321.092000 predicted=267.659568, expected=165.632000 predicted=250.944386, expected=301.184000 predicted=195.710549, expected=262.036000 predicted=256.619367, expected=271.504000 predicted=286.160174, expected=321.020000 predicted=262.098117, expected=82.980000 predicted=215.919419, expected=209.948000 predicted=188.698087, expected=150.548000 predicted=225.001007, expected=148.284000 predicted=223.929875, expected=163.476000 predicted=159.434064, expected=293.408000 predicted=207.764695, expected=216.464000 predicted=226.870852, expected=115.264000 predicted=144.736330, expected=139.940000 predicted=125.355411, expected=124.972000 predicted=185.777765, expected=247.204000 predicted=223.433716, expected=191.488000 predicted=197.693888, expected=208.196000 predicted=164.504243, expected=135.236000 predicted=144.282862, expected=96.852000 predicted=146.147347, expected=213.440000 predicted=182.563940, expected=129.992000 predicted=194.781665, expected=296.028000 predicted=193.655268, expected=144.316000 predicted=172.875719, expected=213.932000 predicted=166.622257, expected=173.992000 predicted=175.578876, expected=96.180000 predicted=177.037594, expected=108.968000 predicted=137.804365, expected=84.904000 predicted=138.100528, expected=356.748000 predicted=222.306352, expected=186.880000 predicted=222.789606, expected=286.088000 predicted=166.691362, expected=275.032000 predicted=191.060234, expected=374.560000 predicted=303.103875, expected=111.556000 predicted=239.719524, expected=46.384000 predicted=125.607948, expected=259.756000 predicted=209.363765, expected=197.300000 predicted=305.165533, expected=228.000000 predicted=213.124835, expected=191.936000 predicted=138.483537, expected=199.464000 predicted=185.863665, expected=275.056000 predicted=233.207943, expected=154.916000 predicted=217.338489, expected=393.172000 predicted=244.089479, expected=1033.756000 predicted=540.373340, expected=235.044000 predicted=481.972027, expected=155.668000 predicted=121.652586, expected=205.900000 predicted=203.337512, expected=408.612000 predicted=567.420923, expected=304.128000 predicted=458.072547, expected=265.260000 predicted=228.953216, expected=221.708000 predicted=208.334131, expected=513.976000 predicted=367.085801, expected=292.064000 predicted=384.395499, expected=191.644000 predicted=238.705224, expected=115.072000 predicted=176.284396, expected=149.732000 predicted=256.094724, expected=465.288000 predicted=360.100765, expected=888.880000 predicted=525.250810, expected=267.836000 predicted=366.513635, expected=134.804000 predicted=112.784405, expected=204.740000 predicted=246.539495, expected=248.268000 predicted=477.979249, expected=223.172000 predicted=361.902036, expected=356.444000 predicted=247.452754, expected=98.508000 predicted=195.743021, expected=83.108000 predicted=138.631949, expected=140.496000 predicted=170.121168, expected=119.884000 predicted=215.366868, expected=275.808000 predicted=205.381834, expected=188.256000 predicted=168.548790, expected=284.636000 predicted=181.767250, expected=183.196000 predicted=182.655088, expected=125.848000 predicted=173.318747, expected=126.192000 predicted=165.763391, expected=35.364000 predicted=152.898052, expected=211.772000 predicted=174.620864, expected=148.600000 predicted=171.686395, expected=253.516000 predicted=168.735761, expected=121.428000 predicted=129.036168, expected=77.936000 predicted=109.150711, expected=60.320000 predicted=112.013844, expected=152.524000 predicted=161.787593, expected=170.292000 predicted=172.924459, expected=223.708000 predicted=153.168967, expected=230.584000 predicted=155.183790, expected=455.072000 predicted=253.226772, expected=168.880000 predicted=238.377158, expected=135.300000 predicted=154.264690, expected=58.880000 predicted=149.119719, expected=277.336000 predicted=273.196832, expected=160.356000 predicted=252.905324, expected=126.304000 predicted=134.749051, expected=128.052000 predicted=105.493148, expected=103.404000 predicted=151.135156, expected=95.632000 predicted=145.664721, expected=82.180000 predicted=110.165643, expected=379.924000 predicted=201.144842, expected=149.592000 predicted=197.697734, expected=210.916000 predicted=130.040847, expected=180.192000 predicted=145.992588, expected=136.648000 predicted=204.638102, expected=142.444000 predicted=181.767999, expected=85.324000 predicted=144.468681, expected=193.148000 predicted=166.543853, expected=174.740000 predicted=174.845472, expected=261.476000 predicted=185.825842, expected=136.432000 predicted=152.720986, expected=103.248000 predicted=124.056478, expected=115.072000 predicted=140.916529, expected=178.332000 predicted=189.764550, expected=257.236000 predicted=210.678142, expected=175.796000 predicted=168.613503, expected=205.988000 predicted=149.269081, expected=146.320000 predicted=163.577720, expected=132.344000 predicted=175.310255, expected=129.008000 predicted=164.288835, expected=175.784000 predicted=174.582140, expected=159.732000 predicted=169.710745, expected=138.040000 predicted=140.460222, expected=230.472000 predicted=163.090454, expected=196.444000 predicted=191.109234, expected=139.632000 predicted=160.382768, expected=167.020000 predicted=147.354893, expected=68.508000 predicted=149.012747, expected=234.000000 predicted=182.239977, expected=147.376000 predicted=181.579086, expected=180.268000 predicted=156.420009, expected=136.752000 predicted=132.194551, expected=118.740000 predicted=143.903551, expected=119.288000 predicted=145.648266, expected=77.988000 predicted=127.778497, expected=150.600000 predicted=133.795235, expected=186.472000 predicted=155.048931, expected=218.980000 predicted=167.668837, expected=142.992000 predicted=136.482783, expected=133.388000 predicted=124.871066, expected=80.484000 predicted=133.072834, expected=89.972000 predicted=138.646436, expected=83.364000 predicted=125.855771, expected=135.324000 predicted=124.674044, expected=120.368000 predicted=116.790212, expected=142.292000 predicted=110.093165, expected=106.868000 predicted=104.837247, expected=89.580000 predicted=102.246209, expected=136.192000 predicted=120.238522, expected=303.976000 predicted=193.771744, expected=291.464000 predicted=224.902918, expected=288.292000 predicted=197.776413, expected=292.776000 predicted=209.979134, expected=130.764000 predicted=214.447112, expected=243.096000 predicted=234.049726, expected=68.460000 predicted=213.666550, expected=203.516000 predicted=205.173022, expected=218.688000 predicted=211.505735, expected=159.836000 predicted=191.922786, expected=146.944000 predicted=138.446493, expected=116.216000 predicted=138.010831, expected=212.584000 predicted=191.048204, expected=71.960000 predicted=157.355270, expected=300.928000 predicted=175.208178, expected=335.756000 predicted=247.008159, expected=216.904000 predicted=224.390523, expected=170.752000 predicted=149.371643, expected=91.288000 predicted=161.217208, expected=76.396000 predicted=188.471946, expected=73.020000 predicted=159.743392, expected=316.904000 predicted=207.856719, expected=261.160000 predicted=223.599084, expected=162.944000 predicted=140.357961, expected=147.912000 predicted=108.444425, expected=93.848000 predicted=164.249076, expected=112.484000 predicted=184.063265, expected=158.152000 predicted=169.418560, expected=422.304000 predicted=247.598601, expected=147.020000 predicted=204.204890, expected=248.676000 predicted=141.813461, expected=194.880000 predicted=185.746409, expected=108.140000 predicted=222.159343, expected=92.432000 predicted=163.746137, expected=122.956000 predicted=155.749075, expected=229.288000 predicted=203.604812, expected=145.872000 predicted=167.209606, expected=114.128000 predicted=106.789884, expected=89.132000 predicted=101.244789, expected=109.708000 predicted=140.358566, expected=194.140000 predicted=170.636791, expected=175.196000 predicted=161.423026, expected=253.808000 predicted=163.956411, expected=172.472000 predicted=160.293761, expected=242.524000 predicted=185.045595, expected=129.072000 predicted=180.649569, expected=140.572000 predicted=169.075824, expected=84.472000 predicted=151.151758, expected=83.364000 predicted=141.158493, expected=241.196000 predicted=177.028474, expected=202.432000 predicted=189.865255, expected=134.100000 predicted=131.398732, expected=124.916000 predicted=101.681062, expected=32.420000 predicted=118.883727, expected=122.484000 predicted=142.089015, expected=125.848000 predicted=146.823816, expected=276.192000 predicted=177.496695, expected=144.024000 predicted=144.254213, expected=122.968000 predicted=101.016994, expected=127.884000 predicted=122.678897, expected=99.172000 predicted=160.963008, expected=115.528000 predicted=146.773407, expected=55.148000 predicted=102.969261, expected=233.796000 predicted=143.276417, expected=222.356000 predicted=184.083560, expected=244.868000 predicted=176.169702, expected=131.044000 predicted=129.330610, expected=147.236000 predicted=144.121001, expected=58.804000 predicted=155.229573, expected=67.708000 predicted=138.159299, expected=151.272000 predicted=145.577100, expected=297.120000 predicted=201.210621, expected=98.116000 predicted=144.688469, expected=140.268000 predicted=81.590362, expected=134.740000 predicted=130.326313, expected=99.528000 predicted=172.338012, expected=232.804000 predicted=176.188431, expected=180.828000 predicted=173.321093, expected=162.840000 predicted=150.341055, expected=52.000000 predicted=100.124743, expected=81.680000 predicted=114.322255, expected=78.460000 predicted=137.845024, expected=47.504000 predicted=110.264116, expected=57.820000 predicted=69.960440, expected=132.980000 predicted=88.809771, expected=112.508000 predicted=105.910673, expected=42.840000 predicted=62.210766, expected=41.020000 predicted=41.501750, expected=46.756000 predicted=71.547715, expected=131.236000 predicted=109.418732, expected=46.516000 Test MSE: 12714.708
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241])] predicted=83.828082, expected=80.000000 predicted=85.339971, expected=68.000000 predicted=81.071070, expected=88.000000 predicted=82.830700, expected=108.000000 predicted=91.024717, expected=84.000000 predicted=83.109141, expected=80.000000 predicted=85.956544, expected=100.000000 predicted=90.049414, expected=80.000000 predicted=86.767664, expected=84.000000 predicted=88.637836, expected=84.000000 predicted=84.917740, expected=88.000000 predicted=85.414959, expected=132.000000 predicted=99.860181, expected=152.000000 predicted=110.790924, expected=112.000000 predicted=111.634407, expected=116.000000 predicted=118.484414, expected=68.000000 predicted=104.404003, expected=88.000000 predicted=105.893477, expected=52.000000 predicted=87.008350, expected=116.000000 predicted=93.711514, expected=84.000000 predicted=84.701535, expected=92.000000 predicted=86.121387, expected=100.000000 predicted=91.720481, expected=96.000000 predicted=90.394865, expected=88.000000 predicted=94.814910, expected=96.000000 predicted=93.403212, expected=64.000000 predicted=84.553007, expected=84.000000 predicted=86.994901, expected=96.000000 predicted=86.931009, expected=100.000000 predicted=88.830608, expected=116.000000 predicted=97.379936, expected=80.000000 predicted=89.547466, expected=128.000000 predicted=106.139921, expected=88.000000 predicted=98.128469, expected=60.000000 predicted=90.424044, expected=76.000000 predicted=88.729919, expected=48.000000 predicted=71.520472, expected=124.000000 predicted=90.962047, expected=116.000000 predicted=88.607757, expected=132.000000 predicted=101.552779, expected=124.000000 predicted=110.083887, expected=52.000000 predicted=93.586373, expected=108.000000 predicted=109.171994, expected=84.000000 predicted=95.430337, expected=120.000000 predicted=104.512845, expected=80.000000 predicted=92.599316, expected=108.000000 predicted=95.886873, expected=92.000000 predicted=96.896125, expected=72.000000 predicted=89.181040, expected=88.000000 predicted=92.043703, expected=44.000000 predicted=73.333831, expected=72.000000 predicted=77.034310, expected=72.000000 predicted=70.887494, expected=132.000000 predicted=87.123227, expected=128.000000 predicted=96.158524, expected=124.000000 predicted=103.688202, expected=128.000000 predicted=115.468640, expected=72.000000 predicted=104.035957, expected=84.000000 predicted=106.280428, expected=92.000000 predicted=99.436107, expected=48.000000 predicted=81.691361, expected=100.000000 predicted=88.702136, expected=104.000000 predicted=84.878515, expected=108.000000 predicted=92.941777, expected=56.000000 predicted=82.090974, expected=68.000000 predicted=79.451123, expected=104.000000 predicted=89.412257, expected=116.000000 predicted=94.303720, expected=112.000000 predicted=98.355885, expected=76.000000 predicted=89.206047, expected=100.000000 predicted=97.431478, expected=84.000000 predicted=94.270793, expected=128.000000 predicted=105.703648, expected=140.000000 predicted=111.817286, expected=144.000000 predicted=119.182221, expected=68.000000 predicted=106.170581, expected=64.000000 predicted=99.010198, expected=92.000000 predicted=100.188356, expected=76.000000 predicted=89.820629, expected=92.000000 predicted=89.352877, expected=144.000000 predicted=98.705932, expected=108.000000 predicted=98.425554, expected=80.000000 predicted=98.322439, expected=80.000000 predicted=94.418065, expected=92.000000 predicted=95.538400, expected=80.000000 predicted=92.512900, expected=96.000000 predicted=90.412189, expected=92.000000 predicted=87.328706, expected=144.000000 predicted=105.297547, expected=80.000000 predicted=94.872489, expected=96.000000 predicted=99.709037, expected=96.000000 predicted=99.037204, expected=40.000000 predicted=81.047622, expected=80.000000 predicted=87.258854, expected=68.000000 predicted=72.477035, expected=56.000000 predicted=68.999786, expected=84.000000 predicted=73.021278, expected=104.000000 predicted=76.473068, expected=96.000000 predicted=84.400342, expected=52.000000 predicted=74.376994, expected=84.000000 predicted=80.495013, expected=136.000000 predicted=97.450299, expected=168.000000 predicted=116.588099, expected=84.000000 predicted=103.177380, expected=176.000000 predicted=130.771321, expected=68.000000 predicted=109.547362, expected=76.000000 predicted=111.437174, expected=88.000000 predicted=104.243245, expected=64.000000 predicted=84.219693, expected=80.000000 predicted=89.288352, expected=112.000000 predicted=85.629214, expected=72.000000 predicted=80.261813, expected=120.000000 predicted=96.018723, expected=72.000000 predicted=83.975943, expected=172.000000 predicted=115.725138, expected=100.000000 predicted=107.314428, expected=124.000000 predicted=114.672041, expected=76.000000 predicted=106.083181, expected=72.000000 predicted=95.645749, expected=40.000000 predicted=85.714498, expected=108.000000 predicted=86.805772, expected=112.000000 predicted=91.230602, expected=96.000000 predicted=87.779169, expected=72.000000 predicted=84.213151, expected=76.000000 predicted=81.781135, expected=88.000000 predicted=89.242424, expected=120.000000 predicted=97.190632, expected=84.000000 predicted=89.410306, expected=48.000000 predicted=77.281353, expected=84.000000 predicted=82.428857, expected=72.000000 predicted=78.013955, expected=48.000000 predicted=70.932354, expected=96.000000 predicted=76.072501, expected=88.000000 predicted=73.958377, expected=76.000000 predicted=77.983837, expected=136.000000 predicted=95.290142, expected=236.000000 predicted=134.148015, expected=136.000000 predicted=133.232822, expected=108.000000 predicted=132.875195, expected=92.000000 predicted=123.500062, expected=76.000000 predicted=115.223251, expected=108.000000 predicted=120.866111, expected=96.000000 predicted=100.254665, expected=132.000000 predicted=107.812466, expected=132.000000 predicted=111.711419, expected=92.000000 predicted=104.575751, expected=136.000000 predicted=120.299186, expected=144.000000 predicted=124.348815, expected=64.000000 predicted=107.971568, expected=104.000000 predicted=111.766548, expected=64.000000 predicted=90.828563, expected=108.000000 predicted=102.016253, expected=132.000000 predicted=107.873031, expected=64.000000 predicted=85.776123, expected=128.000000 predicted=106.510267, expected=72.000000 predicted=89.171359, expected=120.000000 predicted=106.235584, expected=88.000000 predicted=98.593734, expected=120.000000 predicted=101.869523, expected=76.000000 predicted=97.175249, expected=96.000000 predicted=94.838546, expected=112.000000 predicted=102.788355, expected=112.000000 predicted=101.966736, expected=140.000000 predicted=115.800088, expected=160.000000 predicted=124.619449, expected=180.000000 predicted=143.353390, expected=200.000000 predicted=162.234061, expected=124.000000 predicted=150.278953, expected=76.000000 predicted=134.517180, expected=56.000000 predicted=114.331585, expected=48.000000 predicted=95.100528, expected=52.000000 predicted=80.883188, expected=68.000000 predicted=68.430202, expected=60.000000 predicted=59.978651, expected=44.000000 predicted=53.203425, expected=60.000000 predicted=55.706970, expected=32.000000 predicted=47.504593, expected=36.000000 predicted=46.361514, expected=88.000000 predicted=58.749281, expected=92.000000 predicted=65.348057, expected=48.000000 predicted=60.241841, expected=56.000000 predicted=59.228214, expected=52.000000 predicted=57.592826, expected=56.000000 predicted=61.655068, expected=52.000000 predicted=57.734543, expected=60.000000 predicted=54.818273, expected=64.000000 predicted=57.931054, expected=68.000000 predicted=60.606182, expected=84.000000 predicted=68.315499, expected=112.000000 predicted=81.543167, expected=112.000000 predicted=90.747399, expected=116.000000 predicted=99.610310, expected=132.000000 predicted=110.921061, expected=96.000000 predicted=106.823582, expected=108.000000 predicted=111.733359, expected=116.000000 predicted=112.531877, expected=136.000000 predicted=120.253243, expected=60.000000 predicted=99.952685, expected=44.000000 predicted=82.787845, expected=56.000000 predicted=76.008148, expected=60.000000 predicted=70.386407, expected=44.000000 predicted=61.507381, expected=52.000000 predicted=52.515127, expected=76.000000 predicted=58.694377, expected=52.000000 predicted=55.874644, expected=56.000000 predicted=57.402015, expected=52.000000 predicted=54.170499, expected=52.000000 predicted=54.462410, expected=104.000000 predicted=72.704781, expected=52.000000 predicted=60.564614, expected=60.000000 predicted=63.658452, expected=88.000000 predicted=71.210706, expected=52.000000 predicted=63.581725, expected=32.000000 predicted=58.724815, expected=68.000000 predicted=58.743824, expected=56.000000 predicted=56.392611, expected=60.000000 predicted=60.023433, expected=104.000000 predicted=71.226472, expected=28.000000 predicted=52.820055, expected=56.000000 predicted=61.405431, expected=48.000000 predicted=54.163887, expected=64.000000 predicted=58.575225, expected=48.000000 predicted=56.744671, expected=92.000000 predicted=63.100070, expected=140.000000 predicted=88.629647, expected=48.000000 predicted=71.631109, expected=40.000000 predicted=68.081784, expected=36.000000 predicted=57.041266, expected=56.000000 predicted=61.053850, expected=48.000000 predicted=58.043362, expected=56.000000 predicted=49.611375, expected=76.000000 predicted=57.200335, expected=32.000000 predicted=47.339159, expected=56.000000 predicted=54.521793, expected=60.000000 predicted=54.237853, expected=100.000000 predicted=70.035200, expected=72.000000 predicted=69.341396, expected=108.000000 predicted=80.484607, expected=52.000000 predicted=71.088601, expected=44.000000 predicted=66.035077, expected=60.000000 predicted=67.763232, expected=20.000000 predicted=48.482209, expected=64.000000 predicted=58.274435, expected=48.000000 predicted=47.144154, expected=36.000000 predicted=43.701643, expected=44.000000 predicted=45.295422, expected=36.000000 predicted=38.752142, expected=72.000000 predicted=53.771799, expected=52.000000 predicted=49.399969, expected=52.000000 predicted=50.432768, expected=40.000000 predicted=47.499853, expected=40.000000 predicted=45.438996, expected=36.000000 predicted=44.959244, expected=196.000000 predicted=93.640158, expected=92.000000 predicted=83.430419, expected=100.000000 predicted=93.694010, expected=200.000000 predicted=128.942681, expected=232.000000 predicted=159.944923, expected=80.000000 predicted=144.191103, expected=80.000000 predicted=125.033726, expected=96.000000 predicted=116.038718, expected=88.000000 predicted=112.064147, expected=100.000000 predicted=110.564856, expected=100.000000 predicted=93.161981, expected=52.000000 predicted=78.960078, expected=76.000000 predicted=82.706203, expected=84.000000 predicted=80.566493, expected=60.000000 predicted=73.449604, expected=124.000000 predicted=92.492337, expected=92.000000 predicted=83.742376, expected=64.000000 predicted=81.335830, expected=124.000000 predicted=98.785377, expected=60.000000 predicted=79.152041, expected=84.000000 predicted=90.685741, expected=60.000000 predicted=75.598920, expected=60.000000 predicted=69.484375, expected=68.000000 predicted=73.577358, expected=64.000000 predicted=64.215286, expected=60.000000 predicted=64.887692, expected=68.000000 predicted=64.121271, expected=56.000000 predicted=60.721457, expected=108.000000 predicted=78.221069, expected=44.000000 predicted=62.682149, expected=76.000000 predicted=71.322561, expected=88.000000 predicted=75.306416, expected=64.000000 predicted=69.758056, expected=32.000000 predicted=62.797702, expected=48.000000 predicted=54.440296, expected=36.000000 predicted=49.332874, expected=24.000000 predicted=42.098114, expected=48.000000 predicted=42.581281, expected=52.000000 predicted=41.257363, expected=100.000000 predicted=62.320046, expected=36.000000 predicted=49.248004, expected=36.000000 predicted=48.403047, expected=48.000000 predicted=50.146444, expected=44.000000 predicted=47.291931, expected=56.000000 predicted=54.142348, expected=32.000000 predicted=40.352502, expected=12.000000 predicted=32.342362, expected=108.000000 predicted=60.060367, expected=164.000000 predicted=88.670264, expected=68.000000 predicted=78.523073, expected=36.000000 predicted=69.729514, expected=84.000000 predicted=76.330108, expected=56.000000 predicted=72.960577, expected=80.000000 predicted=81.493030, expected=116.000000 predicted=83.266473, expected=120.000000 predicted=90.528585, expected=88.000000 predicted=93.643108, expected=68.000000 predicted=85.156366, expected=80.000000 predicted=87.057098, expected=104.000000 predicted=94.769077, expected=104.000000 predicted=96.077595, expected=84.000000 predicted=89.107740, expected=52.000000 predicted=76.319144, expected=112.000000 predicted=92.220939, expected=76.000000 predicted=83.670227, expected=72.000000 predicted=82.239298, expected=60.000000 predicted=73.274851, expected=84.000000 predicted=75.117264, expected=92.000000 predicted=83.816236, expected=84.000000 predicted=80.025250, expected=108.000000 predicted=90.022247, expected=56.000000 predicted=75.573118, expected=96.000000 predicted=88.672588, expected=92.000000 predicted=87.316081, expected=72.000000 predicted=81.505006, expected=72.000000 predicted=81.721182, expected=104.000000 predicted=84.986955, expected=76.000000 predicted=82.597139, expected=52.000000 predicted=73.873934, expected=76.000000 predicted=74.865616, expected=96.000000 predicted=79.990160, expected=80.000000 predicted=80.776221, expected=60.000000 predicted=72.596171, expected=80.000000 predicted=74.887627, expected=92.000000 predicted=81.035083, expected=112.000000 predicted=92.101906, expected=116.000000 predicted=97.418108, expected=144.000000 predicted=111.761965, expected=132.000000 predicted=118.521665, expected=136.000000 predicted=126.776663, expected=136.000000 predicted=131.575812, expected=104.000000 predicted=122.412657, expected=64.000000 predicted=106.981390, expected=60.000000 predicted=92.552654, expected=84.000000 predicted=89.773748, expected=68.000000 predicted=79.636487, expected=156.000000 predicted=104.749014, expected=76.000000 predicted=84.505568, expected=76.000000 predicted=87.520755, expected=56.000000 predicted=79.064280, expected=84.000000 predicted=80.621515, expected=104.000000 predicted=93.707767, expected=140.000000 predicted=101.153515, expected=256.000000 predicted=153.465169, expected=324.000000 predicted=207.719016, expected=228.000000 predicted=211.099810, expected=120.000000 predicted=183.447618, expected=184.000000 predicted=197.546183, expected=104.000000 predicted=167.591475, expected=112.000000 predicted=160.361048, expected=112.000000 predicted=134.305436, expected=68.000000 predicted=99.679071, expected=72.000000 predicted=98.577653, expected=72.000000 predicted=81.854706, expected=84.000000 predicted=83.613661, expected=88.000000 predicted=84.675063, expected=136.000000 predicted=100.525564, expected=144.000000 predicted=113.471373, expected=104.000000 predicted=108.303946, expected=104.000000 predicted=110.329971, expected=88.000000 predicted=101.646104, expected=96.000000 predicted=104.925906, expected=72.000000 predicted=92.663476, expected=60.000000 predicted=78.824853, expected=68.000000 predicted=75.935409, expected=88.000000 predicted=78.922878, expected=80.000000 predicted=78.516047, expected=72.000000 predicted=74.549570, expected=120.000000 predicted=91.745079, expected=72.000000 predicted=80.390688, expected=92.000000 predicted=90.189026, expected=96.000000 predicted=90.155369, expected=44.000000 predicted=70.885939, expected=112.000000 predicted=95.225783, expected=88.000000 predicted=83.064977, expected=88.000000 predicted=88.486825, expected=80.000000 predicted=85.396658, expected=88.000000 predicted=82.496095, expected=96.000000 predicted=92.620880, expected=68.000000 predicted=80.499603, expected=72.000000 predicted=79.397045, expected=64.000000 predicted=72.466086, expected=136.000000 predicted=98.483219, expected=80.000000 predicted=86.198608, expected=80.000000 predicted=85.609042, expected=92.000000 predicted=88.152125, expected=116.000000 predicted=97.084523, expected=116.000000 predicted=108.316670, expected=76.000000 predicted=91.130870, expected=96.000000 predicted=95.996457, expected=96.000000 predicted=95.340236, expected=76.000000 predicted=89.820427, expected=132.000000 predicted=107.853569, expected=92.000000 predicted=93.965184, expected=68.000000 predicted=88.524410, expected=68.000000 predicted=82.481928, expected=104.000000 predicted=89.320839, expected=96.000000 predicted=93.648203, expected=68.000000 predicted=81.156737, expected=104.000000 predicted=90.186738, expected=68.000000 predicted=78.560700, expected=64.000000 predicted=78.707513, expected=92.000000 predicted=83.640647, expected=84.000000 predicted=79.272666, expected=120.000000 predicted=98.416439, expected=48.000000 predicted=73.052292, expected=216.000000 predicted=132.226726, expected=128.000000 predicted=120.318868, expected=72.000000 predicted=107.587055, expected=40.000000 predicted=89.251621, expected=84.000000 predicted=83.944865, expected=128.000000 predicted=111.196005, expected=92.000000 predicted=93.179784, expected=100.000000 predicted=93.939362, expected=112.000000 predicted=97.844086, expected=88.000000 predicted=96.251122, expected=60.000000 Test MSE: 1226.024
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182])] predicted=10.282360, expected=12.000000 predicted=14.316766, expected=4.000000 predicted=10.088904, expected=4.000000 predicted=8.731169, expected=8.000000 predicted=7.421778, expected=24.000000 predicted=12.186658, expected=8.000000 predicted=11.697984, expected=4.000000 predicted=7.781148, expected=8.000000 predicted=7.626242, expected=40.000000 predicted=12.928831, expected=20.000000 predicted=20.375773, expected=32.000000 predicted=16.717198, expected=8.000000 predicted=18.159282, expected=44.000000 predicted=20.840565, expected=12.000000 predicted=30.564648, expected=4.000000 predicted=19.778383, expected=8.000000 predicted=18.253408, expected=28.000000 predicted=15.215223, expected=12.000000 predicted=22.183031, expected=40.000000 predicted=14.994329, expected=8.000000 predicted=17.926667, expected=12.000000 predicted=15.666435, expected=8.000000 predicted=19.014219, expected=4.000000 predicted=13.624336, expected=12.000000 predicted=16.102617, expected=60.000000 predicted=14.136971, expected=16.000000 predicted=22.260458, expected=4.000000 predicted=15.454272, expected=16.000000 predicted=15.088566, expected=4.000000 predicted=18.527735, expected=20.000000 predicted=24.673898, expected=16.000000 predicted=13.606816, expected=28.000000 predicted=12.723658, expected=40.000000 predicted=20.147015, expected=8.000000 predicted=19.450838, expected=184.000000 predicted=32.340075, expected=140.000000 predicted=91.038219, expected=8.000000 predicted=66.352377, expected=72.000000 predicted=75.141737, expected=180.000000 predicted=86.860857, expected=40.000000 predicted=86.452929, expected=148.000000 predicted=127.634613, expected=28.000000 predicted=84.319674, expected=48.000000 predicted=87.256752, expected=104.000000 predicted=99.611744, expected=24.000000 predicted=66.489248, expected=4.000000 predicted=73.605605, expected=56.000000 predicted=41.675302, expected=32.000000 predicted=38.028350, expected=12.000000 predicted=44.479970, expected=4.000000 predicted=25.538162, expected=8.000000 predicted=17.137860, expected=72.000000 predicted=25.573446, expected=336.000000 predicted=95.172157, expected=40.000000 predicted=56.673849, expected=20.000000 predicted=93.388141, expected=28.000000 predicted=81.594094, expected=48.000000 predicted=107.736416, expected=8.000000 predicted=124.727307, expected=8.000000 predicted=26.720785, expected=8.000000 predicted=19.132683, expected=68.000000 predicted=30.314950, expected=24.000000 predicted=25.204534, expected=16.000000 predicted=23.301933, expected=8.000000 predicted=22.406622, expected=4.000000 predicted=18.448904, expected=32.000000 predicted=27.592304, expected=8.000000 predicted=13.425146, expected=40.000000 predicted=20.744828, expected=32.000000 predicted=20.399785, expected=28.000000 predicted=23.511688, expected=36.000000 predicted=31.093478, expected=52.000000 predicted=33.039657, expected=8.000000 predicted=30.268761, expected=12.000000 predicted=29.181008, expected=8.000000 predicted=22.910234, expected=8.000000 predicted=19.036594, expected=56.000000 predicted=27.968512, expected=16.000000 predicted=15.209478, expected=20.000000 predicted=21.640733, expected=4.000000 predicted=17.899830, expected=32.000000 predicted=22.671546, expected=40.000000 predicted=28.898209, expected=4.000000 predicted=17.257187, expected=16.000000 predicted=21.334365, expected=20.000000 predicted=18.558505, expected=8.000000 predicted=18.453827, expected=4.000000 predicted=15.931836, expected=16.000000 predicted=11.651877, expected=28.000000 predicted=15.501397, expected=16.000000 predicted=14.812079, expected=16.000000 predicted=15.330637, expected=20.000000 predicted=16.789127, expected=24.000000 predicted=19.748803, expected=12.000000 predicted=18.794881, expected=12.000000 predicted=16.877368, expected=4.000000 predicted=13.862443, expected=36.000000 predicted=19.594296, expected=16.000000 predicted=15.897519, expected=8.000000 Test MSE: 2412.426
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187])] predicted=26.780871, expected=4.000000 predicted=23.900383, expected=28.000000 predicted=25.811304, expected=28.000000 predicted=21.978219, expected=20.000000 predicted=21.753010, expected=4.000000 predicted=18.004835, expected=28.000000 predicted=18.802826, expected=12.000000 predicted=19.703161, expected=44.000000 predicted=23.050090, expected=4.000000 predicted=18.471102, expected=24.000000 predicted=19.205445, expected=12.000000 predicted=20.873489, expected=16.000000 predicted=18.102369, expected=16.000000 predicted=19.708850, expected=36.000000 predicted=18.076022, expected=28.000000 predicted=22.094853, expected=32.000000 predicted=23.394171, expected=32.000000 predicted=26.897077, expected=16.000000 predicted=26.232536, expected=8.000000 predicted=25.177111, expected=36.000000 predicted=25.667119, expected=44.000000 predicted=28.130875, expected=20.000000 predicted=25.749487, expected=16.000000 predicted=23.481947, expected=28.000000 predicted=25.371636, expected=20.000000 predicted=26.967063, expected=4.000000 predicted=21.792715, expected=32.000000 predicted=20.477804, expected=24.000000 predicted=20.476091, expected=20.000000 predicted=21.164729, expected=24.000000 predicted=21.066859, expected=12.000000 predicted=18.877850, expected=16.000000 predicted=21.327015, expected=12.000000 predicted=17.954325, expected=20.000000 predicted=17.270196, expected=12.000000 predicted=15.976973, expected=36.000000 predicted=18.282439, expected=16.000000 predicted=18.542785, expected=20.000000 predicted=19.201410, expected=24.000000 predicted=21.652943, expected=24.000000 predicted=21.669066, expected=12.000000 predicted=21.962924, expected=28.000000 predicted=20.862280, expected=16.000000 predicted=20.485909, expected=20.000000 predicted=20.563697, expected=8.000000 predicted=18.007883, expected=40.000000 predicted=20.881926, expected=8.000000 predicted=19.737872, expected=24.000000 predicted=19.316012, expected=24.000000 predicted=21.075294, expected=36.000000 predicted=23.010736, expected=24.000000 predicted=26.259625, expected=12.000000 predicted=20.997595, expected=32.000000 predicted=25.685203, expected=28.000000 predicted=25.815558, expected=16.000000 predicted=24.443755, expected=36.000000 predicted=25.200464, expected=24.000000 predicted=24.389897, expected=16.000000 predicted=25.091003, expected=20.000000 predicted=23.607443, expected=8.000000 predicted=19.534387, expected=32.000000 predicted=22.962073, expected=24.000000 predicted=20.714293, expected=28.000000 predicted=21.252256, expected=24.000000 predicted=22.931259, expected=8.000000 predicted=20.158303, expected=24.000000 predicted=23.568387, expected=32.000000 predicted=23.429692, expected=72.000000 predicted=31.948651, expected=12.000000 predicted=28.241245, expected=68.000000 predicted=36.615596, expected=28.000000 predicted=39.388645, expected=52.000000 predicted=43.393043, expected=24.000000 predicted=43.422542, expected=16.000000 predicted=32.370482, expected=20.000000 predicted=35.128960, expected=16.000000 predicted=25.484558, expected=12.000000 predicted=23.288177, expected=16.000000 predicted=17.405606, expected=20.000000 predicted=16.641715, expected=4.000000 predicted=14.399644, expected=36.000000 predicted=17.747592, expected=20.000000 predicted=17.948022, expected=24.000000 predicted=19.826266, expected=40.000000 predicted=24.683257, expected=72.000000 predicted=32.998790, expected=4.000000 predicted=32.130882, expected=8.000000 predicted=27.886824, expected=24.000000 predicted=29.040295, expected=44.000000 predicted=31.420535, expected=24.000000 predicted=29.637823, expected=20.000000 predicted=20.705516, expected=20.000000 predicted=23.428974, expected=12.000000 predicted=23.497749, expected=24.000000 predicted=24.174735, expected=16.000000 predicted=19.267110, expected=36.000000 predicted=21.503746, expected=12.000000 predicted=19.927970, expected=24.000000 predicted=20.560745, expected=64.000000 predicted=30.271255, expected=16.000000 predicted=27.180796, expected=40.000000 predicted=32.466406, expected=20.000000 predicted=29.533601, expected=24.000000 predicted=30.560208, expected=20.000000 predicted=31.126542, expected=16.000000 predicted=22.218218, expected=44.000000 predicted=27.846634, expected=4.000000 predicted=20.854425, expected=40.000000 predicted=24.956663, expected=12.000000 predicted=22.770212, expected=32.000000 predicted=24.229800, expected=28.000000 predicted=27.286016, expected=44.000000 predicted=26.417736, expected=48.000000 predicted=34.562599, expected=16.000000 predicted=29.538130, expected=36.000000 predicted=34.321503, expected=20.000000 predicted=31.841523, expected=32.000000 predicted=32.378222, expected=28.000000 predicted=30.363378, expected=40.000000 predicted=28.579067, expected=20.000000 predicted=29.364762, expected=40.000000 predicted=30.088945, expected=16.000000 predicted=29.282257, expected=8.000000 predicted=24.810388, expected=4.000000 predicted=21.453299, expected=32.000000 predicted=19.919061, expected=12.000000 predicted=18.550003, expected=12.000000 predicted=13.880666, expected=24.000000 predicted=15.788825, expected=48.000000 predicted=22.040946, expected=32.000000 predicted=26.746868, expected=20.000000 predicted=24.629163, expected=64.000000 predicted=34.147995, expected=52.000000 predicted=39.872850, expected=4.000000 predicted=35.996680, expected=20.000000 predicted=32.580677, expected=12.000000 predicted=28.161045, expected=12.000000 predicted=26.641812, expected=32.000000 predicted=22.645969, expected=28.000000 predicted=17.904962, expected=16.000000 predicted=19.896056, expected=20.000000 predicted=20.230858, expected=12.000000 predicted=19.705313, expected=28.000000 predicted=22.687020, expected=36.000000 predicted=23.640544, expected=52.000000 predicted=27.606322, expected=28.000000 predicted=29.422529, expected=36.000000 predicted=32.091243, expected=24.000000 predicted=34.005546, expected=28.000000 predicted=33.612838, expected=36.000000 predicted=34.337839, expected=8.000000 predicted=26.122803, expected=44.000000 predicted=29.795237, expected=24.000000 predicted=27.311302, expected=16.000000 predicted=25.460099, expected=8.000000 predicted=22.998557, expected=28.000000 predicted=21.092819, expected=32.000000 predicted=25.468111, expected=64.000000 predicted=29.223429, expected=48.000000 predicted=33.090509, expected=40.000000 predicted=36.591812, expected=20.000000 predicted=38.679801, expected=36.000000 predicted=39.715902, expected=56.000000 predicted=44.396234, expected=12.000000 predicted=34.671274, expected=36.000000 predicted=33.750569, expected=32.000000 predicted=32.192801, expected=48.000000 predicted=36.321044, expected=20.000000 predicted=34.230168, expected=24.000000 predicted=28.433006, expected=16.000000 predicted=29.377516, expected=16.000000 predicted=25.469951, expected=44.000000 predicted=28.562964, expected=76.000000 predicted=33.355983, expected=48.000000 predicted=37.395841, expected=24.000000 predicted=37.237479, expected=28.000000 predicted=39.429376, expected=44.000000 predicted=43.759193, expected=28.000000 predicted=41.064032, expected=12.000000 predicted=30.470846, expected=24.000000 predicted=26.874496, expected=128.000000 predicted=45.613112, expected=32.000000 predicted=43.813500, expected=48.000000 predicted=45.499137, expected=28.000000 predicted=46.481172, expected=40.000000 predicted=48.404034, expected=44.000000 predicted=54.132457, expected=68.000000 predicted=43.487926, expected=32.000000 predicted=43.279400, expected=32.000000 predicted=40.482711, expected=20.000000 predicted=39.441930, expected=20.000000 predicted=35.329013, expected=20.000000 predicted=32.169583, expected=40.000000 predicted=27.509235, expected=20.000000 predicted=25.237797, expected=28.000000 predicted=24.670461, expected=20.000000 predicted=24.836820, expected=20.000000 predicted=24.234064, expected=24.000000 predicted=25.597703, expected=32.000000 predicted=24.012131, expected=40.000000 predicted=27.596244, expected=36.000000 predicted=28.757851, expected=76.000000 predicted=38.814304, expected=28.000000 predicted=39.016750, expected=32.000000 predicted=40.358839, expected=40.000000 predicted=42.682254, expected=12.000000 predicted=36.120639, expected=8.000000 predicted=32.682918, expected=28.000000 predicted=24.954891, expected=52.000000 predicted=28.835738, expected=36.000000 predicted=29.466066, expected=24.000000 predicted=26.698400, expected=44.000000 predicted=32.460090, expected=52.000000 predicted=39.321391, expected=24.000000 predicted=38.261983, expected=88.000000 predicted=45.957263, expected=28.000000 predicted=42.917544, expected=24.000000 predicted=42.582588, expected=92.000000 predicted=53.265426, expected=24.000000 predicted=45.043663, expected=44.000000 predicted=50.499810, expected=52.000000 predicted=44.930608, expected=32.000000 predicted=43.319660, expected=52.000000 predicted=50.247856, expected=12.000000 predicted=35.526975, expected=24.000000 predicted=35.725439, expected=44.000000 predicted=36.558236, expected=56.000000 predicted=36.475622, expected=20.000000 predicted=34.690751, expected=48.000000 predicted=34.439858, expected=56.000000 predicted=41.584830, expected=16.000000 predicted=39.136278, expected=44.000000 predicted=40.783627, expected=48.000000 predicted=38.702744, expected=36.000000 predicted=40.815514, expected=56.000000 predicted=43.520682, expected=80.000000 predicted=47.037824, expected=12.000000 predicted=45.189094, expected=52.000000 predicted=48.034859, expected=28.000000 predicted=43.822273, expected=40.000000 predicted=43.964078, expected=32.000000 predicted=41.515482, expected=20.000000 predicted=30.004248, expected=24.000000 predicted=32.928176, expected=28.000000 predicted=28.522817, expected=56.000000 predicted=33.675504, expected=32.000000 predicted=32.003633, expected=16.000000 predicted=29.155784, expected=36.000000 predicted=32.417004, expected=52.000000 predicted=36.492542, expected=20.000000 predicted=35.048124, expected=40.000000 predicted=33.214036, expected=68.000000 predicted=39.117949, expected=20.000000 predicted=38.470011, expected=100.000000 predicted=51.371525, expected=36.000000 predicted=47.050122, expected=36.000000 predicted=49.463438, expected=28.000000 predicted=48.960401, expected=8.000000 predicted=36.573540, expected=24.000000 predicted=39.108490, expected=32.000000 predicted=27.314575, expected=40.000000 predicted=28.070000, expected=80.000000 predicted=36.315119, expected=40.000000 predicted=37.198149, expected=48.000000 predicted=44.209964, expected=16.000000 predicted=42.501294, expected=16.000000 predicted=39.136249, expected=36.000000 predicted=39.766214, expected=12.000000 predicted=27.424032, expected=20.000000 predicted=24.901616, expected=28.000000 predicted=21.545993, expected=16.000000 predicted=20.893617, expected=12.000000 predicted=20.786698, expected=36.000000 predicted=20.902311, expected=12.000000 predicted=20.308061, expected=20.000000 predicted=20.778285, expected=28.000000 predicted=20.942364, expected=80.000000 predicted=31.796586, expected=24.000000 predicted=33.351918, expected=44.000000 predicted=34.964637, expected=52.000000 predicted=41.821668, expected=12.000000 predicted=38.744492, expected=44.000000 predicted=43.456430, expected=28.000000 predicted=33.714851, expected=20.000000 predicted=32.867379, expected=52.000000 predicted=35.515297, expected=28.000000 predicted=30.199505, expected=44.000000 predicted=36.332598, expected=24.000000 predicted=32.774687, expected=48.000000 predicted=35.855401, expected=48.000000 predicted=41.057677, expected=56.000000 predicted=41.393061, expected=28.000000 predicted=41.495119, expected=40.000000 predicted=40.568248, expected=24.000000 predicted=40.452208, expected=8.000000 predicted=33.380285, expected=28.000000 predicted=30.933417, expected=32.000000 predicted=26.490472, expected=32.000000 predicted=27.467756, expected=4.000000 predicted=21.320905, expected=36.000000 predicted=23.438401, expected=16.000000 predicted=24.405644, expected=12.000000 predicted=21.707470, expected=60.000000 predicted=27.607689, expected=16.000000 predicted=23.408436, expected=52.000000 predicted=32.604361, expected=40.000000 predicted=33.032699, expected=36.000000 predicted=35.469140, expected=20.000000 predicted=37.687133, expected=20.000000 predicted=30.155928, expected=52.000000 predicted=36.944732, expected=24.000000 predicted=31.791010, expected=48.000000 predicted=33.798526, expected=24.000000 predicted=31.397003, expected=28.000000 predicted=32.269275, expected=116.000000 predicted=49.949916, expected=32.000000 predicted=44.863576, expected=28.000000 predicted=46.420973, expected=60.000000 predicted=48.532898, expected=16.000000 predicted=45.196169, expected=40.000000 predicted=49.382625, expected=80.000000 predicted=43.142041, expected=16.000000 predicted=39.293450, expected=44.000000 predicted=43.559303, expected=20.000000 predicted=35.513091, expected=48.000000 predicted=40.997090, expected=8.000000 predicted=36.257461, expected=12.000000 predicted=24.367053, expected=68.000000 predicted=33.856159, expected=24.000000 predicted=29.437131, expected=20.000000 predicted=30.581064, expected=28.000000 predicted=26.792116, expected=44.000000 predicted=32.134443, expected=12.000000 predicted=32.736968, expected=20.000000 predicted=24.858888, expected=8.000000 predicted=21.725235, expected=48.000000 predicted=26.633566, expected=60.000000 predicted=32.421565, expected=56.000000 predicted=34.299614, expected=68.000000 predicted=44.127931, expected=28.000000 predicted=44.303585, expected=28.000000 predicted=47.848073, expected=24.000000 predicted=43.700828, expected=12.000000 predicted=35.372311, expected=40.000000 predicted=33.707784, expected=56.000000 predicted=31.567157, expected=48.000000 predicted=34.977819, expected=4.000000 predicted=30.640038, expected=32.000000 predicted=31.936813, expected=20.000000 predicted=32.766175, expected=32.000000 predicted=32.004968, expected=60.000000 predicted=33.477149, expected=96.000000 predicted=41.259989, expected=44.000000 predicted=47.578085, expected=24.000000 predicted=45.927947, expected=48.000000 predicted=50.442954, expected=36.000000 predicted=50.511487, expected=20.000000 predicted=44.878098, expected=48.000000 predicted=37.173643, expected=36.000000 predicted=34.952401, expected=44.000000 predicted=38.988151, expected=40.000000 predicted=37.629359, expected=28.000000 predicted=35.615145, expected=32.000000 predicted=38.102498, expected=24.000000 predicted=33.705959, expected=32.000000 predicted=33.356334, expected=52.000000 predicted=35.064808, expected=32.000000 predicted=33.257695, expected=12.000000 predicted=30.620424, expected=28.000000 predicted=29.947610, expected=16.000000 predicted=28.070349, expected=20.000000 predicted=26.781255, expected=24.000000 predicted=22.233791, expected=24.000000 predicted=20.505981, expected=44.000000 predicted=26.456176, expected=8.000000 predicted=22.358906, expected=24.000000 predicted=24.117776, expected=32.000000 predicted=25.989951, expected=28.000000 predicted=26.399829, expected=24.000000 predicted=27.096224, expected=40.000000 predicted=26.091936, expected=40.000000 predicted=31.345110, expected=28.000000 predicted=32.049761, expected=56.000000 predicted=36.491653, expected=32.000000 predicted=36.353708, expected=8.000000 predicted=33.739928, expected=40.000000 predicted=34.310716, expected=32.000000 predicted=32.101514, expected=48.000000 predicted=36.536803, expected=24.000000 predicted=30.876186, expected=36.000000 predicted=31.198288, expected=40.000000 predicted=36.764714, expected=20.000000 predicted=32.934527, expected=32.000000 predicted=33.686389, expected=28.000000 predicted=29.763096, expected=36.000000 predicted=32.023489, expected=64.000000 predicted=37.343092, expected=52.000000 predicted=38.764532, expected=40.000000 predicted=42.244850, expected=44.000000 predicted=44.058872, expected=68.000000 predicted=50.636880, expected=56.000000 predicted=54.138412, expected=32.000000 predicted=48.732273, expected=24.000000 predicted=43.799087, expected=24.000000 predicted=40.718149, expected=56.000000 predicted=43.588693, expected=8.000000 predicted=33.031883, expected=28.000000 predicted=28.999296, expected=44.000000 predicted=30.783840, expected=44.000000 predicted=33.720227, expected=28.000000 predicted=35.175675, expected=52.000000 predicted=34.279049, expected=64.000000 predicted=43.465160, expected=20.000000 predicted=41.674538, expected=12.000000 predicted=36.748126, expected=76.000000 predicted=42.303154, expected=32.000000 predicted=41.875461, expected=68.000000 predicted=46.541068, expected=28.000000 predicted=39.341664, expected=56.000000 predicted=45.011818, expected=12.000000 predicted=45.301605, expected=20.000000 predicted=35.437312, expected=104.000000 predicted=49.127788, expected=56.000000 predicted=45.446145, expected=20.000000 predicted=45.309807, expected=28.000000 predicted=40.274865, expected=40.000000 predicted=43.579375, expected=28.000000 Test MSE: 374.403
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543])] predicted=52.264307, expected=40.000000 predicted=51.618988, expected=56.000000 predicted=46.016901, expected=56.000000 predicted=54.443382, expected=92.000000 predicted=61.667803, expected=64.000000 predicted=56.110958, expected=68.000000 predicted=65.220024, expected=116.000000 predicted=82.539848, expected=40.000000 predicted=63.413483, expected=40.000000 predicted=72.464840, expected=60.000000 predicted=65.254102, expected=80.000000 predicted=61.082367, expected=132.000000 predicted=86.831937, expected=52.000000 predicted=64.477138, expected=72.000000 predicted=78.851509, expected=36.000000 predicted=67.764426, expected=68.000000 predicted=68.564468, expected=52.000000 predicted=67.717152, expected=12.000000 predicted=42.682808, expected=96.000000 predicted=64.933475, expected=48.000000 predicted=45.090607, expected=48.000000 predicted=55.357355, expected=60.000000 predicted=58.329644, expected=40.000000 predicted=44.664637, expected=40.000000 predicted=55.323861, expected=64.000000 predicted=51.818237, expected=72.000000 predicted=53.588453, expected=76.000000 predicted=61.423573, expected=44.000000 predicted=56.192553, expected=28.000000 predicted=52.578927, expected=56.000000 predicted=56.600871, expected=80.000000 predicted=58.086740, expected=60.000000 predicted=56.668279, expected=76.000000 predicted=63.115511, expected=84.000000 predicted=66.279756, expected=92.000000 predicted=75.364204, expected=64.000000 predicted=75.753031, expected=80.000000 predicted=78.379120, expected=52.000000 predicted=70.848474, expected=48.000000 predicted=67.087028, expected=72.000000 predicted=69.377829, expected=108.000000 predicted=72.157592, expected=72.000000 predicted=71.192164, expected=72.000000 predicted=75.027229, expected=80.000000 predicted=76.905930, expected=76.000000 predicted=76.318928, expected=68.000000 predicted=79.035079, expected=120.000000 predicted=87.017782, expected=84.000000 predicted=80.416328, expected=64.000000 predicted=82.458121, expected=64.000000 predicted=80.976558, expected=40.000000 predicted=65.437026, expected=20.000000 predicted=60.138485, expected=60.000000 predicted=56.721156, expected=80.000000 predicted=54.250938, expected=52.000000 predicted=52.047660, expected=60.000000 predicted=57.743195, expected=48.000000 predicted=51.599916, expected=72.000000 predicted=61.964179, expected=72.000000 predicted=64.828598, expected=36.000000 predicted=53.634936, expected=88.000000 predicted=69.379175, expected=64.000000 predicted=59.490096, expected=48.000000 predicted=61.800773, expected=40.000000 predicted=59.737894, expected=104.000000 predicted=65.804839, expected=88.000000 predicted=70.343843, expected=68.000000 predicted=70.774421, expected=100.000000 predicted=82.777520, expected=80.000000 predicted=75.519125, expected=56.000000 predicted=80.295717, expected=40.000000 predicted=70.926559, expected=64.000000 predicted=65.642479, expected=28.000000 predicted=54.150542, expected=68.000000 predicted=59.514994, expected=76.000000 predicted=57.129579, expected=32.000000 predicted=46.646378, expected=60.000000 predicted=61.119447, expected=24.000000 predicted=41.773984, expected=72.000000 predicted=56.961950, expected=48.000000 predicted=51.001600, expected=60.000000 predicted=50.223242, expected=52.000000 predicted=55.171310, expected=72.000000 predicted=54.963306, expected=92.000000 predicted=69.528699, expected=44.000000 predicted=58.153104, expected=60.000000 predicted=67.088316, expected=88.000000 predicted=69.326986, expected=36.000000 predicted=57.462269, expected=52.000000 predicted=65.963557, expected=40.000000 predicted=50.804938, expected=68.000000 predicted=55.767792, expected=44.000000 predicted=53.673004, expected=64.000000 predicted=53.141500, expected=32.000000 predicted=48.274656, expected=64.000000 predicted=53.258348, expected=68.000000 predicted=57.481941, expected=56.000000 predicted=53.163363, expected=80.000000 predicted=66.376642, expected=48.000000 predicted=55.188327, expected=92.000000 predicted=72.101697, expected=36.000000 predicted=59.283114, expected=80.000000 predicted=67.950448, expected=88.000000 predicted=72.649771, expected=56.000000 predicted=62.320400, expected=64.000000 predicted=73.962930, expected=52.000000 predicted=60.144691, expected=104.000000 predicted=75.839516, expected=48.000000 predicted=64.927664, expected=72.000000 predicted=69.588864, expected=88.000000 predicted=74.189455, expected=80.000000 predicted=70.626917, expected=56.000000 predicted=75.668903, expected=76.000000 predicted=72.330703, expected=60.000000 predicted=68.430563, expected=52.000000 predicted=66.421424, expected=60.000000 predicted=64.914644, expected=84.000000 predicted=64.915523, expected=88.000000 predicted=71.021771, expected=64.000000 predicted=68.969225, expected=56.000000 predicted=68.831537, expected=52.000000 predicted=65.197125, expected=60.000000 predicted=64.627325, expected=68.000000 predicted=64.257798, expected=52.000000 predicted=57.676884, expected=68.000000 predicted=61.796398, expected=52.000000 predicted=57.308050, expected=76.000000 predicted=64.081222, expected=72.000000 predicted=65.382360, expected=68.000000 predicted=64.771287, expected=92.000000 predicted=75.574984, expected=84.000000 predicted=73.754428, expected=64.000000 predicted=75.598558, expected=28.000000 predicted=65.669314, expected=28.000000 predicted=56.604149, expected=72.000000 predicted=60.084508, expected=24.000000 predicted=42.824734, expected=64.000000 predicted=52.093508, expected=56.000000 predicted=46.609426, expected=44.000000 predicted=45.500881, expected=36.000000 predicted=51.146183, expected=32.000000 predicted=40.378755, expected=48.000000 predicted=45.786331, expected=44.000000 predicted=42.162220, expected=40.000000 predicted=41.023968, expected=76.000000 predicted=50.607384, expected=100.000000 predicted=60.135193, expected=52.000000 predicted=59.363762, expected=68.000000 predicted=69.168064, expected=56.000000 predicted=63.421984, expected=32.000000 predicted=57.560635, expected=48.000000 predicted=59.825503, expected=48.000000 predicted=47.828246, expected=52.000000 predicted=49.783709, expected=32.000000 predicted=44.312183, expected=20.000000 predicted=37.048948, expected=68.000000 predicted=47.296822, expected=44.000000 predicted=40.390231, expected=60.000000 predicted=49.579288, expected=76.000000 predicted=55.216460, expected=64.000000 predicted=54.533645, expected=40.000000 predicted=58.806781, expected=60.000000 predicted=59.004473, expected=32.000000 predicted=49.857592, expected=48.000000 predicted=52.707585, expected=48.000000 predicted=48.521026, expected=76.000000 predicted=52.153951, expected=84.000000 predicted=61.756842, expected=16.000000 predicted=47.240980, expected=4.000000 predicted=45.343690, expected=40.000000 predicted=42.310318, expected=28.000000 predicted=33.182709, expected=32.000000 predicted=35.301767, expected=76.000000 predicted=40.014214, expected=68.000000 predicted=42.041828, expected=52.000000 predicted=52.099733, expected=60.000000 predicted=56.779251, expected=40.000000 predicted=50.668551, expected=36.000000 predicted=52.845394, expected=76.000000 predicted=58.168353, expected=64.000000 predicted=52.899260, expected=64.000000 predicted=59.650182, expected=16.000000 predicted=47.182943, expected=48.000000 predicted=50.564981, expected=44.000000 predicted=48.336998, expected=24.000000 predicted=38.986686, expected=44.000000 predicted=43.822470, expected=16.000000 predicted=27.721246, expected=44.000000 predicted=37.979166, expected=40.000000 predicted=35.419070, expected=76.000000 predicted=44.238062, expected=80.000000 predicted=54.857570, expected=76.000000 predicted=58.810219, expected=48.000000 predicted=61.691104, expected=76.000000 predicted=67.824223, expected=72.000000 predicted=69.168830, expected=64.000000 predicted=68.079070, expected=32.000000 predicted=59.792637, expected=44.000000 predicted=54.419718, expected=16.000000 predicted=43.767838, expected=64.000000 predicted=49.916212, expected=56.000000 predicted=46.096644, expected=88.000000 predicted=55.113388, expected=72.000000 predicted=61.270395, expected=56.000000 predicted=58.665924, expected=64.000000 predicted=68.376505, expected=32.000000 predicted=54.907042, expected=36.000000 predicted=55.316244, expected=68.000000 predicted=55.916458, expected=40.000000 predicted=45.132217, expected=44.000000 predicted=49.696293, expected=44.000000 predicted=44.730991, expected=76.000000 predicted=52.501734, expected=52.000000 predicted=53.595213, expected=60.000000 predicted=55.524782, expected=44.000000 predicted=53.000444, expected=40.000000 predicted=49.535851, expected=32.000000 predicted=48.460578, expected=48.000000 predicted=45.088347, expected=80.000000 predicted=54.006963, expected=24.000000 predicted=41.147379, expected=56.000000 predicted=51.808978, expected=80.000000 predicted=55.647219, expected=80.000000 predicted=60.297945, expected=44.000000 predicted=62.418662, expected=72.000000 predicted=63.183485, expected=52.000000 predicted=59.797844, expected=32.000000 predicted=55.400426, expected=48.000000 predicted=55.999878, expected=36.000000 predicted=42.638404, expected=84.000000 predicted=58.000397, expected=24.000000 predicted=42.755186, expected=56.000000 predicted=50.243509, expected=60.000000 predicted=52.692234, expected=40.000000 predicted=45.104803, expected=72.000000 predicted=61.672915, expected=52.000000 predicted=49.119274, expected=48.000000 predicted=54.252011, expected=88.000000 predicted=65.273922, expected=88.000000 predicted=64.884882, expected=132.000000 predicted=88.936642, expected=20.000000 predicted=66.734330, expected=16.000000 predicted=63.089807, expected=60.000000 predicted=65.164108, expected=40.000000 predicted=47.953149, expected=60.000000 predicted=58.574891, expected=84.000000 predicted=52.977151, expected=28.000000 predicted=43.614381, expected=72.000000 predicted=63.094447, expected=28.000000 predicted=46.678388, expected=32.000000 predicted=47.602819, expected=24.000000 predicted=43.298352, expected=68.000000 predicted=42.460674, expected=56.000000 predicted=47.410150, expected=56.000000 predicted=47.025589, expected=72.000000 predicted=56.222516, expected=76.000000 predicted=59.284056, expected=36.000000 predicted=58.176582, expected=24.000000 predicted=51.412169, expected=48.000000 predicted=50.107701, expected=32.000000 predicted=42.360025, expected=48.000000 predicted=45.799096, expected=64.000000 predicted=45.491204, expected=64.000000 predicted=47.950860, expected=52.000000 predicted=53.277389, expected=24.000000 predicted=45.028429, expected=44.000000 predicted=48.475806, expected=44.000000 predicted=45.748903, expected=40.000000 predicted=43.420060, expected=40.000000 predicted=42.248628, expected=36.000000 predicted=37.170416, expected=104.000000 predicted=58.336804, expected=40.000000 predicted=47.613405, expected=72.000000 predicted=61.452820, expected=48.000000 predicted=56.352819, expected=76.000000 predicted=61.324321, expected=60.000000 predicted=67.178178, expected=112.000000 predicted=73.121625, expected=44.000000 predicted=66.255741, expected=40.000000 predicted=62.118019, expected=44.000000 predicted=61.203030, expected=28.000000 predicted=45.944083, expected=56.000000 predicted=55.737361, expected=84.000000 predicted=53.066116, expected=20.000000 predicted=41.605354, expected=40.000000 predicted=48.788419, expected=68.000000 predicted=49.797046, expected=64.000000 predicted=52.435454, expected=20.000000 predicted=49.230470, expected=56.000000 predicted=48.053674, expected=56.000000 predicted=48.068795, expected=60.000000 predicted=53.595543, expected=16.000000 predicted=44.568366, expected=44.000000 predicted=42.568050, expected=48.000000 predicted=44.857525, expected=12.000000 predicted=33.987473, expected=84.000000 predicted=52.399606, expected=68.000000 predicted=44.806894, expected=52.000000 predicted=52.301323, expected=64.000000 predicted=60.574013, expected=32.000000 predicted=46.200918, expected=24.000000 predicted=50.821347, expected=68.000000 predicted=53.422097, expected=72.000000 predicted=51.162508, expected=72.000000 predicted=59.327229, expected=48.000000 predicted=54.728403, expected=64.000000 predicted=58.470091, expected=64.000000 predicted=63.275600, expected=88.000000 predicted=69.845877, expected=68.000000 predicted=68.328944, expected=84.000000 predicted=72.145317, expected=76.000000 predicted=74.533051, expected=28.000000 predicted=62.068509, expected=36.000000 predicted=62.013913, expected=116.000000 predicted=71.525946, expected=52.000000 predicted=59.532955, expected=76.000000 predicted=71.584224, expected=80.000000 predicted=67.641959, expected=80.000000 predicted=69.369530, expected=28.000000 predicted=70.007334, expected=44.000000 predicted=58.853655, expected=52.000000 predicted=56.716973, expected=68.000000 predicted=57.396614, expected=60.000000 predicted=58.157089, expected=96.000000 predicted=63.472082, expected=72.000000 predicted=65.665430, expected=100.000000 predicted=78.839846, expected=60.000000 predicted=74.820536, expected=84.000000 predicted=78.794044, expected=72.000000 predicted=80.051730, expected=20.000000 predicted=60.019420, expected=52.000000 predicted=66.262401, expected=44.000000 predicted=49.854041, expected=48.000000 predicted=51.394976, expected=32.000000 predicted=45.880171, expected=36.000000 predicted=37.438857, expected=52.000000 predicted=44.722102, expected=72.000000 predicted=49.303385, expected=144.000000 predicted=75.772063, expected=120.000000 predicted=82.821717, expected=48.000000 predicted=78.131732, expected=72.000000 predicted=86.905244, expected=80.000000 predicted=81.610793, expected=48.000000 predicted=77.751611, expected=32.000000 predicted=66.051519, expected=64.000000 predicted=57.116027, expected=88.000000 predicted=64.083695, expected=28.000000 predicted=53.160361, expected=28.000000 predicted=49.798709, expected=52.000000 predicted=47.421006, expected=40.000000 predicted=43.599401, expected=48.000000 predicted=50.189072, expected=68.000000 predicted=48.287661, expected=104.000000 predicted=62.226121, expected=72.000000 predicted=66.083031, expected=152.000000 predicted=94.953336, expected=48.000000 predicted=76.426298, expected=52.000000 predicted=80.563095, expected=56.000000 predicted=78.626212, expected=56.000000 predicted=61.532054, expected=100.000000 predicted=84.013066, expected=20.000000 predicted=49.858605, expected=40.000000 predicted=55.120018, expected=56.000000 predicted=53.645100, expected=28.000000 predicted=41.721671, expected=80.000000 predicted=61.402496, expected=56.000000 predicted=46.535522, expected=60.000000 predicted=55.151794, expected=80.000000 predicted=65.208344, expected=32.000000 predicted=50.363772, expected=52.000000 predicted=61.102861, expected=32.000000 predicted=47.653301, expected=52.000000 predicted=49.476457, expected=76.000000 predicted=57.684652, expected=32.000000 predicted=43.311647, expected=36.000000 predicted=48.352413, expected=32.000000 predicted=40.617023, expected=24.000000 predicted=36.810645, expected=48.000000 predicted=42.920002, expected=96.000000 predicted=50.895645, expected=56.000000 predicted=49.801659, expected=56.000000 predicted=56.870046, expected=48.000000 predicted=54.010804, expected=44.000000 predicted=53.136864, expected=76.000000 predicted=64.919330, expected=44.000000 predicted=51.537712, expected=112.000000 predicted=71.942366, expected=84.000000 predicted=69.733580, expected=72.000000 predicted=73.486597, expected=40.000000 predicted=69.956315, expected=44.000000 predicted=60.099264, expected=52.000000 predicted=63.518760, expected=52.000000 predicted=55.207144, expected=52.000000 predicted=53.113559, expected=72.000000 predicted=55.203288, expected=40.000000 predicted=49.928940, expected=16.000000 predicted=44.110184, expected=64.000000 predicted=51.219421, expected=76.000000 predicted=52.847153, expected=64.000000 predicted=57.957615, expected=48.000000 predicted=54.387397, expected=84.000000 predicted=61.745144, expected=76.000000 predicted=67.698819, expected=40.000000 predicted=62.261981, expected=24.000000 predicted=53.702318, expected=96.000000 predicted=63.931231, expected=60.000000 predicted=59.163848, expected=60.000000 predicted=62.922530, expected=56.000000 predicted=58.651508, expected=76.000000 predicted=60.873143, expected=20.000000 predicted=55.707878, expected=32.000000 predicted=49.511630, expected=52.000000 predicted=48.243952, expected=24.000000 predicted=37.179443, expected=40.000000 predicted=43.548848, expected=64.000000 predicted=41.630190, expected=64.000000 predicted=46.940672, expected=56.000000 predicted=53.395793, expected=48.000000 predicted=50.346042, expected=80.000000 predicted=61.096255, expected=32.000000 predicted=52.389940, expected=36.000000 predicted=52.162412, expected=60.000000 predicted=52.851738, expected=72.000000 predicted=53.539290, expected=28.000000 predicted=49.998815, expected=40.000000 predicted=46.639797, expected=52.000000 predicted=46.637844, expected=56.000000 Test MSE: 600.488
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444])] predicted=52.811569, expected=76.000000 predicted=61.710176, expected=40.000000 predicted=48.280679, expected=44.000000 predicted=51.034352, expected=32.000000 predicted=41.287196, expected=48.000000 predicted=48.002147, expected=68.000000 predicted=54.702360, expected=40.000000 predicted=44.544638, expected=52.000000 predicted=48.672217, expected=108.000000 predicted=64.537507, expected=36.000000 predicted=54.086584, expected=84.000000 predicted=71.392843, expected=40.000000 predicted=50.078501, expected=100.000000 predicted=79.396254, expected=44.000000 predicted=61.990896, expected=80.000000 predicted=69.784708, expected=52.000000 predicted=60.597655, expected=48.000000 predicted=60.550844, expected=56.000000 predicted=61.612505, expected=60.000000 predicted=57.172797, expected=32.000000 predicted=51.896154, expected=32.000000 predicted=44.349602, expected=56.000000 predicted=47.732130, expected=80.000000 predicted=58.260944, expected=28.000000 predicted=45.276690, expected=44.000000 predicted=45.267995, expected=52.000000 predicted=45.717860, expected=68.000000 predicted=58.962861, expected=36.000000 predicted=49.325447, expected=52.000000 predicted=47.492771, expected=60.000000 predicted=51.267134, expected=60.000000 predicted=56.740879, expected=52.000000 predicted=54.541926, expected=40.000000 predicted=47.346619, expected=56.000000 predicted=53.567777, expected=24.000000 predicted=44.093031, expected=56.000000 predicted=51.189871, expected=56.000000 predicted=47.050410, expected=72.000000 predicted=55.975096, expected=40.000000 predicted=47.813112, expected=48.000000 predicted=48.841863, expected=68.000000 predicted=57.012512, expected=76.000000 predicted=63.537037, expected=48.000000 predicted=57.596292, expected=64.000000 predicted=57.869789, expected=68.000000 predicted=61.049487, expected=32.000000 predicted=55.854927, expected=56.000000 predicted=58.068268, expected=48.000000 predicted=49.835856, expected=48.000000 predicted=54.083785, expected=40.000000 predicted=46.938961, expected=44.000000 predicted=44.186035, expected=36.000000 predicted=43.643302, expected=64.000000 predicted=50.238699, expected=72.000000 predicted=53.612963, expected=60.000000 predicted=54.438717, expected=64.000000 predicted=57.119414, expected=52.000000 predicted=55.185500, expected=80.000000 predicted=68.528004, expected=40.000000 predicted=56.955805, expected=60.000000 predicted=61.219282, expected=60.000000 predicted=57.237092, expected=56.000000 predicted=59.007074, expected=40.000000 predicted=53.609121, expected=56.000000 predicted=52.183809, expected=52.000000 predicted=53.147172, expected=60.000000 predicted=56.282094, expected=44.000000 predicted=49.474750, expected=60.000000 predicted=53.428381, expected=64.000000 predicted=56.427967, expected=32.000000 predicted=49.164908, expected=52.000000 predicted=52.424673, expected=64.000000 predicted=52.787041, expected=44.000000 predicted=52.647552, expected=48.000000 predicted=50.873291, expected=20.000000 predicted=37.425821, expected=28.000000 predicted=41.275867, expected=52.000000 predicted=43.994552, expected=40.000000 predicted=39.666340, expected=48.000000 predicted=41.955442, expected=48.000000 predicted=38.820845, expected=28.000000 predicted=38.259794, expected=48.000000 predicted=45.025725, expected=60.000000 predicted=46.699518, expected=40.000000 predicted=45.410185, expected=56.000000 predicted=48.507247, expected=76.000000 predicted=53.505731, expected=36.000000 predicted=50.136321, expected=36.000000 predicted=49.177702, expected=24.000000 predicted=38.662806, expected=48.000000 predicted=47.862910, expected=32.000000 predicted=40.805987, expected=80.000000 predicted=50.389605, expected=36.000000 predicted=39.298365, expected=56.000000 predicted=49.313925, expected=52.000000 predicted=47.752970, expected=48.000000 predicted=51.054610, expected=68.000000 predicted=59.116721, expected=64.000000 predicted=54.641754, expected=28.000000 predicted=49.124127, expected=76.000000 predicted=59.161302, expected=56.000000 predicted=54.312510, expected=76.000000 predicted=67.034647, expected=32.000000 predicted=49.402925, expected=36.000000 predicted=48.615361, expected=48.000000 predicted=51.765984, expected=48.000000 predicted=50.362908, expected=40.000000 predicted=47.002446, expected=64.000000 predicted=47.266226, expected=68.000000 predicted=52.481608, expected=36.000000 predicted=48.808317, expected=36.000000 predicted=46.211728, expected=60.000000 predicted=50.559273, expected=68.000000 predicted=58.396363, expected=40.000000 predicted=50.688824, expected=88.000000 predicted=59.787270, expected=56.000000 predicted=54.831500, expected=20.000000 predicted=51.890521, expected=60.000000 predicted=54.889665, expected=20.000000 predicted=40.973046, expected=32.000000 predicted=48.107518, expected=60.000000 predicted=42.680688, expected=44.000000 predicted=40.190552, expected=72.000000 predicted=53.690922, expected=36.000000 predicted=39.777379, expected=48.000000 predicted=49.527474, expected=32.000000 predicted=43.986247, expected=52.000000 predicted=49.392297, expected=40.000000 predicted=45.450012, expected=76.000000 predicted=53.047334, expected=48.000000 predicted=47.664789, expected=84.000000 predicted=61.136937, expected=48.000000 predicted=53.705094, expected=16.000000 predicted=47.288127, expected=60.000000 predicted=55.209713, expected=52.000000 predicted=50.426592, expected=76.000000 predicted=63.251313, expected=36.000000 predicted=44.192366, expected=28.000000 predicted=41.771681, expected=44.000000 predicted=46.856600, expected=48.000000 predicted=48.109818, expected=32.000000 predicted=43.953282, expected=56.000000 predicted=42.964247, expected=32.000000 predicted=36.997033, expected=40.000000 predicted=43.122058, expected=44.000000 predicted=40.987618, expected=52.000000 predicted=44.538985, expected=20.000000 predicted=37.488359, expected=44.000000 predicted=39.687638, expected=44.000000 predicted=39.521986, expected=68.000000 predicted=50.777798, expected=44.000000 predicted=44.495479, expected=68.000000 predicted=51.202714, expected=40.000000 predicted=47.276222, expected=20.000000 predicted=43.960651, expected=80.000000 predicted=57.238065, expected=36.000000 predicted=44.992320, expected=24.000000 predicted=45.156132, expected=56.000000 predicted=41.843155, expected=32.000000 predicted=38.874506, expected=64.000000 predicted=54.393553, expected=44.000000 predicted=40.496487, expected=104.000000 predicted=63.148930, expected=56.000000 predicted=56.554863, expected=80.000000 predicted=67.783780, expected=36.000000 predicted=55.879400, expected=40.000000 predicted=58.031506, expected=48.000000 predicted=58.277371, expected=32.000000 predicted=47.119582, expected=40.000000 predicted=46.734843, expected=32.000000 predicted=35.915598, expected=60.000000 predicted=45.624320, expected=36.000000 predicted=39.941631, expected=36.000000 predicted=39.687039, expected=72.000000 predicted=48.593202, expected=52.000000 predicted=48.176558, expected=20.000000 predicted=43.537798, expected=100.000000 predicted=58.613092, expected=52.000000 predicted=52.429891, expected=40.000000 predicted=58.103369, expected=44.000000 predicted=46.562311, expected=68.000000 predicted=55.246784, expected=36.000000 predicted=55.330056, expected=48.000000 predicted=49.182432, expected=52.000000 predicted=46.417714, expected=36.000000 predicted=46.216852, expected=48.000000 predicted=48.881151, expected=24.000000 predicted=36.703370, expected=72.000000 predicted=51.892966, expected=52.000000 predicted=46.743778, expected=52.000000 predicted=49.986850, expected=72.000000 predicted=54.448515, expected=48.000000 predicted=51.281102, expected=68.000000 predicted=63.317075, expected=68.000000 predicted=59.461111, expected=72.000000 predicted=65.522887, expected=28.000000 predicted=54.116927, expected=80.000000 predicted=63.737477, expected=52.000000 predicted=57.895176, expected=88.000000 predicted=71.724536, expected=68.000000 predicted=63.250408, expected=40.000000 predicted=56.671274, expected=60.000000 predicted=63.217065, expected=40.000000 predicted=53.855235, expected=16.000000 predicted=48.954215, expected=76.000000 predicted=54.057456, expected=56.000000 predicted=47.974765, expected=36.000000 predicted=48.925211, expected=36.000000 predicted=39.991644, expected=44.000000 predicted=42.200507, expected=20.000000 predicted=42.241705, expected=52.000000 predicted=43.646863, expected=48.000000 predicted=39.210977, expected=24.000000 predicted=36.683225, expected=56.000000 predicted=42.646605, expected=32.000000 predicted=35.467923, expected=76.000000 predicted=54.648965, expected=52.000000 predicted=46.752899, expected=52.000000 predicted=50.346851, expected=32.000000 predicted=45.394385, expected=76.000000 predicted=56.558689, expected=44.000000 predicted=53.371409, expected=60.000000 predicted=56.045837, expected=76.000000 predicted=57.410728, expected=44.000000 predicted=53.448448, expected=48.000000 predicted=57.652578, expected=84.000000 predicted=61.004451, expected=68.000000 predicted=64.465014, expected=48.000000 predicted=61.259959, expected=36.000000 predicted=49.805366, expected=68.000000 predicted=59.216083, expected=72.000000 predicted=64.886163, expected=96.000000 predicted=71.445561, expected=40.000000 predicted=55.478702, expected=72.000000 predicted=65.107152, expected=60.000000 predicted=63.872244, expected=68.000000 predicted=70.496674, expected=52.000000 predicted=62.975425, expected=68.000000 predicted=60.904809, expected=32.000000 predicted=54.053047, expected=108.000000 predicted=72.478877, expected=100.000000 predicted=73.807718, expected=100.000000 predicted=82.869265, expected=88.000000 predicted=81.223941, expected=116.000000 predicted=92.153267, expected=44.000000 predicted=84.995436, expected=56.000000 predicted=81.750388, expected=52.000000 predicted=69.916865, expected=68.000000 predicted=72.633978, expected=44.000000 predicted=62.450207, expected=68.000000 predicted=57.526831, expected=40.000000 predicted=51.021496, expected=64.000000 predicted=58.373855, expected=64.000000 predicted=57.969475, expected=56.000000 predicted=56.665224, expected=52.000000 predicted=56.648690, expected=84.000000 predicted=62.542723, expected=32.000000 predicted=54.417107, expected=56.000000 predicted=58.827489, expected=56.000000 predicted=53.369357, expected=56.000000 predicted=57.355854, expected=40.000000 predicted=52.943602, expected=40.000000 predicted=44.721674, expected=20.000000 predicted=40.444508, expected=28.000000 predicted=38.954378, expected=36.000000 predicted=36.624524, expected=44.000000 predicted=36.933846, expected=40.000000 predicted=35.945793, expected=20.000000 predicted=28.969159, expected=52.000000 predicted=38.366122, expected=88.000000 predicted=52.048285, expected=20.000000 predicted=41.472526, expected=32.000000 predicted=41.381462, expected=120.000000 predicted=60.723449, expected=56.000000 predicted=60.792080, expected=76.000000 predicted=72.069250, expected=32.000000 predicted=46.525786, expected=40.000000 predicted=56.436743, expected=16.000000 predicted=51.251269, expected=64.000000 predicted=51.223784, expected=48.000000 predicted=46.714387, expected=40.000000 predicted=41.724048, expected=44.000000 predicted=40.996055, expected=48.000000 predicted=42.351412, expected=68.000000 predicted=55.408943, expected=28.000000 predicted=43.186388, expected=28.000000 predicted=40.897401, expected=48.000000 predicted=42.708093, expected=24.000000 predicted=38.599087, expected=28.000000 predicted=38.175390, expected=24.000000 predicted=27.583384, expected=60.000000 predicted=39.253059, expected=24.000000 predicted=33.243764, expected=64.000000 predicted=42.414041, expected=60.000000 predicted=43.267080, expected=40.000000 predicted=45.286367, expected=36.000000 predicted=45.567681, expected=40.000000 predicted=41.418044, expected=32.000000 predicted=44.060582, expected=24.000000 predicted=37.493892, expected=68.000000 predicted=44.077218, expected=72.000000 predicted=48.781266, expected=48.000000 predicted=48.886269, expected=40.000000 predicted=45.053725, expected=56.000000 predicted=49.557925, expected=48.000000 predicted=54.591249, expected=36.000000 predicted=49.546881, expected=48.000000 predicted=45.894885, expected=28.000000 predicted=39.582173, expected=68.000000 predicted=51.700305, expected=24.000000 predicted=38.317825, expected=32.000000 predicted=39.766313, expected=40.000000 predicted=38.117652, expected=72.000000 predicted=48.286529, expected=52.000000 predicted=49.836445, expected=56.000000 predicted=47.670130, expected=68.000000 predicted=53.450711, expected=44.000000 predicted=52.948534, expected=24.000000 predicted=49.455788, expected=52.000000 predicted=48.759879, expected=40.000000 predicted=45.822621, expected=40.000000 predicted=46.392637, expected=68.000000 predicted=47.618021, expected=56.000000 predicted=46.953171, expected=40.000000 predicted=49.083821, expected=60.000000 predicted=50.847807, expected=44.000000 predicted=48.845223, expected=36.000000 predicted=50.128195, expected=52.000000 predicted=48.181455, expected=80.000000 predicted=55.596366, expected=88.000000 predicted=65.241211, expected=56.000000 predicted=58.962475, expected=68.000000 predicted=62.777165, expected=104.000000 predicted=76.831795, expected=32.000000 predicted=66.057838, expected=36.000000 predicted=62.320262, expected=52.000000 predicted=53.525500, expected=44.000000 predicted=55.206464, expected=52.000000 predicted=56.427623, expected=40.000000 predicted=41.115355, expected=52.000000 predicted=46.800306, expected=56.000000 predicted=49.893306, expected=32.000000 predicted=44.108130, expected=76.000000 predicted=55.470028, expected=96.000000 predicted=62.599281, expected=52.000000 predicted=60.758060, expected=68.000000 predicted=64.395465, expected=60.000000 predicted=59.556289, expected=24.000000 predicted=57.995678, expected=24.000000 predicted=50.842103, expected=60.000000 predicted=48.560586, expected=40.000000 predicted=46.209321, expected=48.000000 predicted=46.045350, expected=24.000000 predicted=32.689136, expected=64.000000 predicted=46.130501, expected=28.000000 predicted=40.957808, expected=60.000000 predicted=48.258119, expected=44.000000 predicted=42.826167, expected=80.000000 predicted=55.005088, expected=72.000000 predicted=59.695473, expected=32.000000 predicted=49.597849, expected=64.000000 predicted=59.089374, expected=52.000000 predicted=53.929191, expected=32.000000 predicted=54.400293, expected=44.000000 predicted=48.925593, expected=60.000000 predicted=47.650292, expected=32.000000 predicted=46.232592, expected=40.000000 predicted=43.874996, expected=40.000000 predicted=39.189276, expected=40.000000 predicted=42.680821, expected=36.000000 predicted=41.324299, expected=48.000000 predicted=40.267326, expected=88.000000 predicted=54.381620, expected=40.000000 predicted=47.214888, expected=44.000000 predicted=49.733841, expected=80.000000 predicted=56.475090, expected=52.000000 predicted=57.248550, expected=44.000000 predicted=58.944405, expected=64.000000 predicted=53.453453, expected=28.000000 predicted=47.283229, expected=36.000000 predicted=50.794185, expected=36.000000 predicted=40.761943, expected=60.000000 predicted=47.527968, expected=28.000000 predicted=40.733329, expected=36.000000 predicted=37.683296, expected=36.000000 predicted=36.438256, expected=40.000000 predicted=39.620926, expected=24.000000 predicted=36.235705, expected=36.000000 predicted=33.583901, expected=52.000000 predicted=38.779908, expected=80.000000 predicted=50.460797, expected=36.000000 predicted=43.565742, expected=60.000000 predicted=49.931093, expected=36.000000 predicted=44.792550, expected=48.000000 predicted=52.511995, expected=32.000000 predicted=46.402322, expected=44.000000 predicted=43.046515, expected=40.000000 predicted=42.827051, expected=40.000000 predicted=40.273866, expected=40.000000 predicted=40.652040, expected=44.000000 predicted=40.135096, expected=44.000000 predicted=42.338421, expected=36.000000 predicted=39.963086, expected=48.000000 predicted=42.780199, expected=32.000000 predicted=38.750439, expected=68.000000 predicted=49.434722, expected=84.000000 predicted=55.933721, expected=44.000000 predicted=51.446870, expected=64.000000 predicted=58.062450, expected=40.000000 predicted=49.650191, expected=48.000000 predicted=57.888865, expected=20.000000 predicted=45.712975, expected=32.000000 predicted=40.274059, expected=36.000000 predicted=39.199932, expected=40.000000 predicted=37.355985, expected=28.000000 predicted=33.820826, expected=40.000000 predicted=33.264019, expected=72.000000 predicted=45.191872, expected=36.000000 predicted=41.183428, expected=112.000000 predicted=64.620770, expected=36.000000 predicted=48.097581, expected=44.000000 predicted=57.246001, expected=60.000000 predicted=56.882621, expected=48.000000 predicted=54.147403, expected=52.000000 predicted=61.050766, expected=44.000000 predicted=45.556723, expected=68.000000 predicted=54.819952, expected=28.000000 predicted=46.580853, expected=56.000000 predicted=51.336649, expected=44.000000 predicted=46.143310, expected=44.000000 predicted=47.914686, expected=68.000000 predicted=54.156907, expected=36.000000 Test MSE: 405.177
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736])] predicted=37.483767, expected=36.000000 predicted=38.740887, expected=44.000000 predicted=34.943710, expected=40.000000 predicted=35.216168, expected=24.000000 predicted=33.648534, expected=16.000000 predicted=26.549353, expected=32.000000 predicted=32.715064, expected=24.000000 predicted=30.254195, expected=28.000000 predicted=29.636534, expected=44.000000 predicted=30.309226, expected=48.000000 predicted=31.798615, expected=68.000000 predicted=44.540452, expected=24.000000 predicted=33.950703, expected=76.000000 predicted=51.390664, expected=32.000000 predicted=44.013401, expected=20.000000 predicted=41.924981, expected=60.000000 predicted=52.727982, expected=24.000000 predicted=32.827289, expected=20.000000 predicted=42.549534, expected=48.000000 predicted=36.047908, expected=32.000000 predicted=30.257195, expected=20.000000 predicted=36.488551, expected=20.000000 predicted=26.050215, expected=56.000000 predicted=34.228160, expected=32.000000 predicted=34.937131, expected=40.000000 predicted=35.612947, expected=20.000000 predicted=27.831369, expected=36.000000 predicted=32.539134, expected=40.000000 predicted=39.850746, expected=44.000000 predicted=36.099401, expected=48.000000 predicted=40.211894, expected=64.000000 predicted=42.595447, expected=36.000000 predicted=41.755731, expected=16.000000 predicted=38.027478, expected=24.000000 predicted=37.357658, expected=20.000000 predicted=33.029320, expected=40.000000 predicted=38.945755, expected=60.000000 predicted=37.497656, expected=32.000000 predicted=29.315609, expected=44.000000 predicted=37.448907, expected=8.000000 predicted=26.934038, expected=32.000000 predicted=36.578692, expected=28.000000 predicted=36.002061, expected=48.000000 predicted=34.647191, expected=36.000000 predicted=34.887890, expected=44.000000 predicted=31.279480, expected=48.000000 predicted=39.686029, expected=24.000000 predicted=33.983989, expected=20.000000 predicted=36.269643, expected=24.000000 predicted=31.396947, expected=28.000000 predicted=32.178855, expected=36.000000 predicted=33.752088, expected=48.000000 predicted=32.187004, expected=32.000000 predicted=29.657802, expected=28.000000 predicted=31.160431, expected=32.000000 predicted=32.696671, expected=8.000000 predicted=27.136087, expected=32.000000 predicted=33.649097, expected=36.000000 predicted=29.153764, expected=48.000000 predicted=33.306407, expected=28.000000 predicted=30.633055, expected=16.000000 predicted=23.362370, expected=20.000000 predicted=28.619413, expected=44.000000 predicted=34.222975, expected=32.000000 predicted=33.509859, expected=52.000000 predicted=35.524668, expected=56.000000 predicted=36.551436, expected=32.000000 predicted=35.059299, expected=24.000000 predicted=38.655644, expected=40.000000 predicted=38.091546, expected=12.000000 predicted=33.564973, expected=48.000000 predicted=41.682716, expected=60.000000 predicted=38.622213, expected=56.000000 predicted=40.314563, expected=32.000000 predicted=40.300377, expected=8.000000 predicted=27.358921, expected=28.000000 predicted=38.449866, expected=28.000000 predicted=37.199637, expected=24.000000 predicted=32.880167, expected=12.000000 predicted=22.096536, expected=44.000000 predicted=25.126776, expected=52.000000 predicted=33.732645, expected=32.000000 predicted=31.523337, expected=36.000000 predicted=33.286935, expected=24.000000 predicted=27.842206, expected=28.000000 predicted=35.902527, expected=28.000000 predicted=35.179644, expected=44.000000 predicted=34.136505, expected=16.000000 predicted=27.719228, expected=44.000000 predicted=32.767669, expected=40.000000 predicted=32.935282, expected=24.000000 predicted=30.481529, expected=24.000000 predicted=33.172468, expected=48.000000 predicted=32.372855, expected=28.000000 predicted=34.290383, expected=20.000000 predicted=31.087871, expected=28.000000 predicted=27.999148, expected=48.000000 predicted=33.400420, expected=40.000000 predicted=37.845218, expected=36.000000 predicted=33.563820, expected=40.000000 predicted=33.997717, expected=28.000000 predicted=33.382303, expected=28.000000 predicted=37.226243, expected=32.000000 predicted=34.517396, expected=20.000000 predicted=29.285797, expected=24.000000 predicted=29.986387, expected=40.000000 predicted=30.428210, expected=48.000000 predicted=33.820021, expected=28.000000 predicted=31.406722, expected=28.000000 predicted=29.694193, expected=24.000000 predicted=29.030725, expected=40.000000 predicted=36.300937, expected=28.000000 predicted=33.930922, expected=16.000000 predicted=25.773557, expected=56.000000 predicted=36.117084, expected=40.000000 predicted=32.129601, expected=24.000000 predicted=33.961143, expected=24.000000 predicted=30.326207, expected=40.000000 predicted=31.226251, expected=24.000000 predicted=35.510852, expected=32.000000 predicted=33.076606, expected=24.000000 predicted=26.491410, expected=32.000000 predicted=28.947709, expected=32.000000 predicted=32.272621, expected=32.000000 predicted=28.907446, expected=40.000000 predicted=33.624310, expected=32.000000 predicted=30.509231, expected=20.000000 predicted=29.684384, expected=44.000000 predicted=35.414966, expected=16.000000 predicted=27.318469, expected=28.000000 predicted=32.074090, expected=20.000000 predicted=26.087709, expected=20.000000 predicted=22.882756, expected=24.000000 predicted=28.193623, expected=28.000000 predicted=22.280286, expected=76.000000 predicted=39.778532, expected=48.000000 predicted=34.689694, expected=40.000000 predicted=37.855094, expected=28.000000 predicted=36.310200, expected=36.000000 predicted=38.814966, expected=28.000000 predicted=44.878371, expected=28.000000 predicted=35.617903, expected=40.000000 predicted=35.664167, expected=52.000000 predicted=36.883282, expected=24.000000 predicted=32.840411, expected=20.000000 predicted=30.171359, expected=32.000000 predicted=31.722288, expected=36.000000 predicted=34.475247, expected=36.000000 predicted=36.818766, expected=36.000000 predicted=30.880260, expected=24.000000 predicted=27.795848, expected=24.000000 predicted=30.358517, expected=40.000000 predicted=34.415133, expected=36.000000 predicted=33.225542, expected=20.000000 predicted=29.403691, expected=36.000000 predicted=30.793039, expected=60.000000 predicted=37.890114, expected=28.000000 predicted=34.873646, expected=36.000000 predicted=37.505223, expected=40.000000 predicted=34.482440, expected=28.000000 predicted=35.215581, expected=4.000000 predicted=32.283431, expected=36.000000 predicted=30.467715, expected=60.000000 predicted=37.740414, expected=40.000000 predicted=35.684281, expected=32.000000 predicted=33.813905, expected=36.000000 predicted=30.507130, expected=36.000000 predicted=37.964485, expected=28.000000 predicted=39.985116, expected=28.000000 predicted=33.738543, expected=52.000000 predicted=37.881263, expected=32.000000 predicted=33.898259, expected=28.000000 predicted=34.104905, expected=48.000000 predicted=37.456150, expected=32.000000 predicted=33.245045, expected=36.000000 predicted=40.568895, expected=28.000000 predicted=32.721900, expected=56.000000 predicted=39.685258, expected=32.000000 predicted=38.110994, expected=28.000000 predicted=34.325228, expected=48.000000 predicted=40.100068, expected=40.000000 predicted=35.954171, expected=36.000000 predicted=42.239653, expected=32.000000 predicted=35.173810, expected=24.000000 predicted=31.524034, expected=28.000000 predicted=35.659430, expected=24.000000 predicted=30.569047, expected=44.000000 predicted=34.415876, expected=24.000000 predicted=28.190545, expected=8.000000 predicted=22.662612, expected=40.000000 predicted=30.976327, expected=44.000000 predicted=30.332604, expected=52.000000 predicted=39.647375, expected=24.000000 predicted=29.750823, expected=44.000000 predicted=33.811564, expected=20.000000 predicted=33.887134, expected=32.000000 predicted=36.801546, expected=56.000000 predicted=43.370932, expected=52.000000 predicted=37.154835, expected=32.000000 predicted=39.378993, expected=48.000000 predicted=39.525399, expected=52.000000 predicted=43.671919, expected=12.000000 predicted=38.286368, expected=36.000000 predicted=42.183525, expected=28.000000 predicted=31.856152, expected=32.000000 predicted=35.825837, expected=48.000000 predicted=40.276282, expected=16.000000 predicted=23.085641, expected=20.000000 predicted=30.473393, expected=44.000000 predicted=32.950385, expected=28.000000 predicted=29.334547, expected=36.000000 predicted=36.179410, expected=80.000000 predicted=41.775717, expected=44.000000 predicted=37.068245, expected=36.000000 predicted=45.174667, expected=16.000000 predicted=34.454047, expected=20.000000 predicted=34.548039, expected=28.000000 predicted=42.003370, expected=20.000000 predicted=27.931828, expected=48.000000 predicted=33.499938, expected=44.000000 predicted=29.122557, expected=40.000000 predicted=32.883187, expected=44.000000 predicted=37.830363, expected=56.000000 predicted=40.912757, expected=20.000000 predicted=38.457411, expected=12.000000 predicted=34.129456, expected=60.000000 predicted=42.891664, expected=40.000000 predicted=37.133611, expected=40.000000 predicted=42.665607, expected=36.000000 predicted=33.409238, expected=36.000000 predicted=32.661808, expected=20.000000 predicted=38.559590, expected=24.000000 predicted=32.625490, expected=40.000000 predicted=34.839672, expected=40.000000 predicted=33.736768, expected=56.000000 predicted=40.245336, expected=68.000000 predicted=43.005037, expected=12.000000 predicted=31.898649, expected=16.000000 predicted=37.053904, expected=16.000000 predicted=31.087681, expected=64.000000 predicted=45.370331, expected=36.000000 predicted=39.440976, expected=32.000000 predicted=28.436277, expected=28.000000 predicted=29.511443, expected=48.000000 predicted=35.292744, expected=32.000000 predicted=41.631497, expected=20.000000 predicted=31.462741, expected=28.000000 predicted=31.586321, expected=16.000000 predicted=25.330580, expected=32.000000 predicted=33.085306, expected=28.000000 predicted=26.843563, expected=48.000000 predicted=30.953218, expected=28.000000 predicted=28.957597, expected=84.000000 predicted=44.763425, expected=52.000000 predicted=43.139868, expected=24.000000 predicted=38.799353, expected=48.000000 predicted=49.651071, expected=36.000000 predicted=38.838379, expected=24.000000 predicted=47.183817, expected=56.000000 predicted=45.904570, expected=40.000000 predicted=34.551199, expected=20.000000 predicted=36.566693, expected=28.000000 predicted=34.479308, expected=40.000000 predicted=32.907473, expected=24.000000 predicted=35.350048, expected=36.000000 predicted=34.628709, expected=24.000000 predicted=26.017936, expected=60.000000 predicted=38.913773, expected=12.000000 predicted=29.135888, expected=8.000000 predicted=24.947706, expected=36.000000 predicted=32.091581, expected=28.000000 predicted=24.954750, expected=20.000000 predicted=31.893496, expected=64.000000 predicted=32.974639, expected=36.000000 predicted=26.813869, expected=48.000000 predicted=41.494631, expected=28.000000 predicted=34.534664, expected=8.000000 predicted=26.888399, expected=60.000000 predicted=48.640865, expected=20.000000 predicted=28.885155, expected=56.000000 predicted=43.528952, expected=44.000000 predicted=35.564918, expected=20.000000 predicted=28.143650, expected=28.000000 predicted=40.959056, expected=32.000000 predicted=30.072407, expected=12.000000 predicted=31.844259, expected=48.000000 predicted=36.631094, expected=44.000000 predicted=29.909103, expected=20.000000 predicted=28.873038, expected=36.000000 predicted=34.047925, expected=52.000000 predicted=33.379869, expected=32.000000 predicted=38.389664, expected=28.000000 predicted=36.794010, expected=20.000000 predicted=27.569198, expected=12.000000 predicted=27.512521, expected=44.000000 predicted=36.886182, expected=28.000000 predicted=26.885352, expected=16.000000 predicted=24.699836, expected=68.000000 predicted=36.484052, expected=12.000000 predicted=21.918840, expected=40.000000 predicted=39.706845, expected=84.000000 predicted=44.775534, expected=32.000000 predicted=34.678085, expected=24.000000 predicted=47.788741, expected=20.000000 predicted=28.612260, expected=32.000000 predicted=36.925635, expected=24.000000 predicted=40.977450, expected=32.000000 predicted=29.358378, expected=40.000000 predicted=29.568428, expected=64.000000 predicted=37.655610, expected=28.000000 predicted=34.105827, expected=32.000000 predicted=35.874843, expected=40.000000 predicted=37.640066, expected=20.000000 predicted=34.040297, expected=32.000000 predicted=40.689094, expected=72.000000 predicted=40.892784, expected=52.000000 predicted=40.332843, expected=24.000000 predicted=39.342894, expected=16.000000 predicted=31.144049, expected=48.000000 predicted=39.835204, expected=12.000000 predicted=36.749151, expected=24.000000 predicted=34.051312, expected=60.000000 predicted=33.832709, expected=32.000000 predicted=27.609086, expected=20.000000 predicted=35.404873, expected=56.000000 predicted=34.575530, expected=28.000000 predicted=30.688136, expected=36.000000 predicted=43.678118, expected=40.000000 predicted=35.269601, expected=40.000000 predicted=33.916006, expected=48.000000 predicted=45.218820, expected=40.000000 predicted=36.969346, expected=40.000000 predicted=40.367464, expected=40.000000 predicted=40.855298, expected=56.000000 predicted=45.234903, expected=68.000000 predicted=51.320918, expected=36.000000 predicted=43.852938, expected=12.000000 predicted=38.508780, expected=44.000000 predicted=42.836603, expected=36.000000 predicted=40.658263, expected=36.000000 predicted=43.766121, expected=48.000000 predicted=38.089462, expected=48.000000 predicted=34.352604, expected=44.000000 predicted=43.507531, expected=40.000000 predicted=41.137193, expected=12.000000 predicted=33.252267, expected=36.000000 predicted=40.228181, expected=20.000000 predicted=31.601773, expected=16.000000 predicted=29.247131, expected=60.000000 predicted=37.382016, expected=76.000000 predicted=37.298641, expected=20.000000 predicted=35.113469, expected=28.000000 predicted=36.190600, expected=40.000000 predicted=34.348887, expected=32.000000 predicted=42.190031, expected=36.000000 predicted=45.430114, expected=24.000000 predicted=27.166522, expected=60.000000 predicted=39.770639, expected=28.000000 predicted=33.964735, expected=32.000000 predicted=36.342934, expected=52.000000 predicted=40.281325, expected=20.000000 predicted=29.867991, expected=28.000000 predicted=41.085097, expected=44.000000 predicted=33.859656, expected=40.000000 predicted=34.872190, expected=36.000000 predicted=39.914718, expected=16.000000 predicted=26.840722, expected=48.000000 predicted=36.998517, expected=36.000000 predicted=35.663660, expected=20.000000 predicted=32.730737, expected=52.000000 predicted=38.864398, expected=40.000000 predicted=30.862663, expected=32.000000 predicted=39.772761, expected=36.000000 predicted=36.714406, expected=32.000000 predicted=31.666065, expected=24.000000 predicted=36.665571, expected=44.000000 predicted=37.428595, expected=48.000000 predicted=36.171289, expected=24.000000 predicted=33.349068, expected=32.000000 predicted=35.010814, expected=20.000000 predicted=27.689054, expected=48.000000 predicted=39.569393, expected=24.000000 predicted=32.254879, expected=8.000000 predicted=24.341328, expected=44.000000 predicted=32.785229, expected=32.000000 predicted=25.648681, expected=28.000000 predicted=34.238816, expected=32.000000 predicted=28.601013, expected=40.000000 predicted=28.115984, expected=24.000000 predicted=33.125155, expected=52.000000 predicted=38.178879, expected=40.000000 predicted=33.817059, expected=52.000000 predicted=41.783177, expected=32.000000 predicted=38.454674, expected=20.000000 predicted=32.962388, expected=44.000000 predicted=42.768971, expected=24.000000 predicted=32.349928, expected=52.000000 predicted=43.370429, expected=28.000000 predicted=30.943625, expected=24.000000 predicted=30.378305, expected=20.000000 predicted=31.953856, expected=24.000000 predicted=26.778787, expected=40.000000 predicted=35.534209, expected=24.000000 predicted=25.760956, expected=28.000000 predicted=27.709762, expected=36.000000 predicted=28.178573, expected=40.000000 predicted=31.538875, expected=24.000000 predicted=32.061719, expected=32.000000 predicted=30.852522, expected=60.000000 predicted=38.382205, expected=12.000000 predicted=29.488680, expected=12.000000 predicted=31.858258, expected=36.000000 predicted=28.746995, expected=68.000000 predicted=38.872145, expected=36.000000 predicted=39.557505, expected=36.000000 predicted=33.395607, expected=40.000000 predicted=34.321134, expected=16.000000 predicted=33.802307, expected=36.000000 predicted=44.019934, expected=52.000000 predicted=37.055552, expected=16.000000 predicted=29.763215, expected=20.000000 predicted=32.585795, expected=16.000000 predicted=22.063915, expected=32.000000 predicted=29.921726, expected=36.000000 predicted=32.536487, expected=36.000000 predicted=26.172792, expected=32.000000 predicted=28.273462, expected=40.000000 predicted=31.143005, expected=48.000000 predicted=37.763751, expected=28.000000 predicted=34.906721, expected=28.000000 predicted=35.637144, expected=40.000000 Test MSE: 237.659
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422])] predicted=10.711525, expected=4.000000 predicted=8.038072, expected=4.000000 predicted=5.900980, expected=4.000000 predicted=5.210814, expected=4.000000 predicted=4.595837, expected=8.000000 predicted=7.349481, expected=4.000000 predicted=4.388462, expected=4.000000 predicted=4.298009, expected=4.000000 predicted=4.125128, expected=12.000000 predicted=7.674851, expected=12.000000 predicted=9.158101, expected=8.000000 predicted=7.362894, expected=8.000000 predicted=7.321357, expected=8.000000 predicted=7.624204, expected=8.000000 predicted=9.132746, expected=8.000000 predicted=8.785961, expected=24.000000 predicted=14.768915, expected=12.000000 predicted=11.558802, expected=16.000000 predicted=13.385273, expected=12.000000 predicted=11.869072, expected=4.000000 predicted=9.084618, expected=12.000000 predicted=13.783960, expected=28.000000 predicted=18.338206, expected=8.000000 predicted=12.594097, expected=12.000000 predicted=12.353787, expected=12.000000 predicted=10.659636, expected=12.000000 predicted=13.098271, expected=4.000000 predicted=11.699084, expected=8.000000 predicted=8.400423, expected=16.000000 predicted=12.371822, expected=8.000000 predicted=9.869837, expected=8.000000 predicted=9.253162, expected=24.000000 predicted=14.303364, expected=20.000000 predicted=15.607743, expected=16.000000 predicted=16.115214, expected=28.000000 predicted=19.501556, expected=36.000000 predicted=25.071062, expected=16.000000 predicted=21.610747, expected=36.000000 predicted=28.073065, expected=52.000000 predicted=35.750847, expected=72.000000 predicted=50.709189, expected=44.000000 predicted=43.732428, expected=64.000000 predicted=49.439337, expected=36.000000 predicted=43.647133, expected=36.000000 predicted=45.351664, expected=28.000000 predicted=42.753838, expected=60.000000 predicted=48.970424, expected=12.000000 predicted=34.721408, expected=8.000000 predicted=22.722457, expected=20.000000 predicted=24.540116, expected=12.000000 predicted=18.930346, expected=12.000000 predicted=23.017588, expected=12.000000 predicted=12.256610, expected=28.000000 predicted=18.484070, expected=16.000000 predicted=17.435964, expected=28.000000 predicted=20.961864, expected=8.000000 predicted=13.819505, expected=4.000000 predicted=10.727893, expected=20.000000 predicted=18.784686, expected=8.000000 predicted=12.001584, expected=8.000000 predicted=13.162657, expected=16.000000 predicted=11.955220, expected=12.000000 predicted=10.531637, expected=12.000000 predicted=13.559342, expected=4.000000 predicted=7.661790, expected=4.000000 predicted=6.840174, expected=20.000000 predicted=14.420968, expected=12.000000 predicted=11.616628, expected=8.000000 predicted=9.992921, expected=28.000000 predicted=16.657186, expected=16.000000 predicted=14.057441, expected=24.000000 predicted=20.707271, expected=20.000000 predicted=18.166532, expected=4.000000 predicted=11.173944, expected=12.000000 predicted=16.186747, expected=8.000000 predicted=11.522106, expected=16.000000 predicted=15.699302, expected=16.000000 predicted=14.965669, expected=20.000000 predicted=14.347864, expected=8.000000 predicted=11.675713, expected=20.000000 predicted=15.321632, expected=8.000000 predicted=12.501154, expected=28.000000 predicted=20.141741, expected=16.000000 predicted=17.392546, expected=44.000000 predicted=26.982783, expected=4.000000 predicted=16.142578, expected=24.000000 predicted=19.079413, expected=16.000000 predicted=20.719844, expected=12.000000 predicted=15.774710, expected=20.000000 predicted=23.052368, expected=16.000000 predicted=14.031038, expected=16.000000 predicted=17.790463, expected=12.000000 predicted=14.319001, expected=24.000000 predicted=18.097681, expected=12.000000 predicted=15.938116, expected=20.000000 predicted=17.510127, expected=12.000000 predicted=14.826678, expected=20.000000 predicted=16.730694, expected=4.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=12.983854, expected=12.000000 predicted=11.969177, expected=40.000000 predicted=25.160564, expected=12.000000 predicted=15.928217, expected=24.000000 predicted=20.819419, expected=16.000000 predicted=15.580321, expected=12.000000 predicted=15.439484, expected=4.000000 predicted=15.958616, expected=4.000000 predicted=8.458988, expected=8.000000 predicted=11.176450, expected=8.000000 predicted=9.243445, expected=8.000000 predicted=8.268560, expected=16.000000 predicted=10.143778, expected=8.000000 predicted=8.255927, expected=12.000000 predicted=10.347513, expected=32.000000 predicted=19.029110, expected=12.000000 predicted=14.020007, expected=12.000000 predicted=14.499605, expected=16.000000 predicted=14.094830, expected=8.000000 predicted=12.111850, expected=4.000000 predicted=12.761340, expected=8.000000 predicted=8.983192, expected=8.000000 predicted=8.886286, expected=12.000000 predicted=11.047804, expected=8.000000 predicted=8.281407, expected=12.000000 predicted=9.118845, expected=4.000000 predicted=7.136836, expected=20.000000 predicted=12.931289, expected=16.000000 predicted=13.770701, expected=12.000000 predicted=11.912884, expected=28.000000 predicted=19.003977, expected=24.000000 predicted=18.319048, expected=12.000000 predicted=17.272205, expected=8.000000 predicted=13.405583, expected=24.000000 predicted=18.097723, expected=20.000000 predicted=20.779388, expected=32.000000 predicted=24.904961, expected=8.000000 predicted=14.623138, expected=8.000000 predicted=12.072288, expected=20.000000 predicted=18.732710, expected=20.000000 predicted=18.709203, expected=12.000000 predicted=17.667081, expected=40.000000 predicted=23.702074, expected=12.000000 predicted=16.232571, expected=20.000000 predicted=20.214733, expected=20.000000 predicted=20.061612, expected=8.000000 predicted=14.025354, expected=28.000000 predicted=25.260895, expected=40.000000 predicted=26.342712, expected=48.000000 predicted=34.486293, expected=24.000000 predicted=27.456914, expected=20.000000 predicted=22.470075, expected=12.000000 predicted=21.924497, expected=8.000000 predicted=20.284539, expected=44.000000 predicted=33.840996, expected=36.000000 predicted=29.298627, expected=20.000000 predicted=23.298369, expected=20.000000 predicted=20.384990, expected=32.000000 predicted=24.848189, expected=16.000000 predicted=26.467418, expected=16.000000 predicted=22.516219, expected=16.000000 predicted=18.148945, expected=28.000000 predicted=22.804696, expected=36.000000 predicted=29.444080, expected=20.000000 predicted=21.590538, expected=8.000000 predicted=15.960715, expected=4.000000 predicted=12.403500, expected=4.000000 predicted=12.819776, expected=28.000000 predicted=22.341705, expected=4.000000 predicted=11.104438, expected=4.000000 predicted=7.111475, expected=32.000000 predicted=16.972335, expected=16.000000 predicted=14.350364, expected=8.000000 predicted=15.370464, expected=8.000000 predicted=9.188228, expected=20.000000 predicted=14.154756, expected=16.000000 predicted=18.638853, expected=28.000000 predicted=20.204877, expected=20.000000 predicted=17.212669, expected=20.000000 predicted=17.866043, expected=20.000000 predicted=20.247515, expected=16.000000 predicted=17.992632, expected=16.000000 predicted=19.539045, expected=24.000000 predicted=20.664832, expected=28.000000 predicted=23.130834, expected=20.000000 predicted=20.922887, expected=20.000000 predicted=19.900389, expected=8.000000 predicted=14.973774, expected=4.000000 predicted=13.171801, expected=12.000000 predicted=15.064918, expected=32.000000 predicted=21.445814, expected=16.000000 predicted=17.255202, expected=24.000000 predicted=17.980725, expected=56.000000 predicted=31.715274, expected=24.000000 predicted=25.612748, expected=20.000000 predicted=27.033092, expected=4.000000 predicted=15.547923, expected=36.000000 predicted=27.901558, expected=16.000000 predicted=27.170423, expected=16.000000 predicted=19.092211, expected=4.000000 predicted=12.718712, expected=36.000000 predicted=21.001404, expected=12.000000 predicted=20.355738, expected=24.000000 predicted=19.585410, expected=16.000000 predicted=17.706164, expected=16.000000 predicted=14.866156, expected=24.000000 predicted=24.028754, expected=20.000000 predicted=18.294190, expected=12.000000 predicted=17.435049, expected=24.000000 predicted=19.692300, expected=28.000000 predicted=22.339077, expected=24.000000 predicted=23.312642, expected=20.000000 predicted=21.179896, expected=12.000000 predicted=16.259767, expected=16.000000 predicted=18.921450, expected=12.000000 predicted=17.382642, expected=8.000000 predicted=13.807519, expected=12.000000 predicted=13.474428, expected=12.000000 predicted=11.791193, expected=8.000000 predicted=10.868066, expected=12.000000 predicted=11.160714, expected=4.000000 predicted=7.434903, expected=12.000000 predicted=10.501349, expected=8.000000 predicted=9.312708, expected=16.000000 predicted=11.472571, expected=28.000000 predicted=18.153346, expected=24.000000 predicted=17.383489, expected=24.000000 predicted=20.173985, expected=16.000000 predicted=17.095186, expected=12.000000 predicted=16.461233, expected=36.000000 predicted=27.279785, expected=16.000000 predicted=20.602736, expected=8.000000 predicted=16.113117, expected=8.000000 predicted=13.011299, expected=12.000000 predicted=12.778786, expected=12.000000 predicted=16.660446, expected=8.000000 predicted=10.608077, expected=20.000000 predicted=13.546398, expected=12.000000 predicted=11.808079, expected=4.000000 predicted=9.159063, expected=8.000000 predicted=9.637914, expected=4.000000 predicted=6.968234, expected=12.000000 predicted=11.507834, expected=8.000000 predicted=8.718528, expected=20.000000 predicted=12.016284, expected=16.000000 predicted=12.957459, expected=20.000000 predicted=14.497344, expected=36.000000 predicted=23.672509, expected=24.000000 predicted=20.956174, expected=8.000000 predicted=16.986551, expected=24.000000 predicted=20.794715, expected=48.000000 predicted=32.019990, expected=32.000000 predicted=31.677805, expected=32.000000 predicted=29.830276, expected=24.000000 predicted=24.506243, expected=28.000000 predicted=28.541725, expected=24.000000 predicted=30.814617, expected=16.000000 predicted=23.280859, expected=28.000000 predicted=26.579439, expected=8.000000 predicted=17.431187, expected=8.000000 predicted=15.828533, expected=16.000000 predicted=16.771721, expected=20.000000 predicted=16.813099, expected=4.000000 predicted=12.973002, expected=20.000000 predicted=14.220594, expected=8.000000 predicted=10.670065, expected=20.000000 predicted=16.079993, expected=12.000000 predicted=14.589384, expected=16.000000 predicted=12.797090, expected=28.000000 predicted=21.163209, expected=16.000000 predicted=15.825464, expected=16.000000 predicted=17.792776, expected=4.000000 predicted=11.280793, expected=4.000000 predicted=10.135818, expected=16.000000 predicted=15.620174, expected=12.000000 predicted=12.089965, expected=8.000000 predicted=10.393468, expected=4.000000 predicted=6.327034, expected=16.000000 predicted=10.647238, expected=12.000000 predicted=12.178042, expected=36.000000 predicted=21.184930, expected=24.000000 predicted=19.192998, expected=12.000000 predicted=14.575252, expected=4.000000 predicted=12.802333, expected=24.000000 predicted=18.256845, expected=16.000000 predicted=20.217760, expected=8.000000 predicted=13.874701, expected=12.000000 predicted=12.413009, expected=16.000000 predicted=12.575989, expected=16.000000 predicted=16.513072, expected=4.000000 predicted=10.232784, expected=12.000000 predicted=10.802370, expected=12.000000 predicted=11.750182, expected=20.000000 predicted=15.551720, expected=20.000000 predicted=16.652447, expected=16.000000 predicted=13.802568, expected=20.000000 predicted=17.289040, expected=8.000000 predicted=13.021429, expected=4.000000 predicted=11.459739, expected=20.000000 predicted=16.362958, expected=20.000000 predicted=16.442788, expected=12.000000 predicted=14.542068, expected=16.000000 predicted=13.802310, expected=24.000000 predicted=16.916107, expected=12.000000 predicted=16.116136, expected=16.000000 predicted=16.845199, expected=28.000000 predicted=20.331254, expected=32.000000 predicted=24.193955, expected=4.000000 predicted=15.886388, expected=16.000000 predicted=16.308523, expected=16.000000 predicted=16.907514, expected=8.000000 predicted=15.027969, expected=4.000000 predicted=12.716277, expected=16.000000 predicted=11.022117, expected=20.000000 predicted=15.592074, expected=4.000000 predicted=10.022898, expected=32.000000 predicted=18.954408, expected=28.000000 predicted=19.527223, expected=12.000000 predicted=16.721953, expected=12.000000 predicted=16.817020, expected=28.000000 predicted=19.316041, expected=32.000000 predicted=27.210213, expected=12.000000 predicted=19.595759, expected=12.000000 predicted=15.694776, expected=12.000000 predicted=14.765350, expected=8.000000 predicted=14.712918, expected=28.000000 predicted=22.157217, expected=20.000000 predicted=16.820442, expected=4.000000 predicted=11.064157, expected=20.000000 predicted=16.391818, expected=8.000000 predicted=11.275013, expected=12.000000 predicted=15.357936, expected=12.000000 predicted=13.515955, expected=4.000000 predicted=7.110703, expected=16.000000 predicted=13.987574, expected=24.000000 predicted=15.613308, expected=16.000000 predicted=14.790670, expected=12.000000 predicted=13.712520, expected=4.000000 predicted=8.837400, expected=8.000000 predicted=11.215425, expected=4.000000 predicted=10.054121, expected=8.000000 predicted=8.953694, expected=8.000000 predicted=8.114771, expected=4.000000 predicted=5.109912, expected=4.000000 predicted=5.583652, expected=4.000000 predicted=4.538601, expected=36.000000 predicted=17.987042, expected=28.000000 predicted=18.599486, expected=4.000000 predicted=10.432237, expected=16.000000 predicted=14.518605, expected=20.000000 predicted=16.054021, expected=12.000000 predicted=18.528439, expected=40.000000 predicted=27.476821, expected=8.000000 predicted=13.196550, expected=12.000000 predicted=15.922240, expected=8.000000 predicted=14.178653, expected=4.000000 predicted=9.593700, expected=20.000000 predicted=19.274905, expected=24.000000 predicted=15.710114, expected=16.000000 predicted=15.001222, expected=4.000000 predicted=9.942625, expected=8.000000 predicted=9.713235, expected=4.000000 predicted=10.147261, expected=4.000000 predicted=9.324932, expected=12.000000 predicted=10.031634, expected=20.000000 predicted=11.646880, expected=8.000000 predicted=9.281553, expected=12.000000 predicted=10.155813, expected=16.000000 predicted=12.160844, expected=4.000000 predicted=9.378451, expected=4.000000 predicted=9.612744, expected=40.000000 predicted=20.825229, expected=16.000000 predicted=15.647672, expected=16.000000 predicted=16.898533, expected=12.000000 predicted=13.228704, expected=12.000000 predicted=12.781110, expected=4.000000 predicted=15.349827, expected=4.000000 predicted=8.830969, expected=8.000000 predicted=9.294387, expected=4.000000 predicted=6.612140, expected=8.000000 predicted=7.696068, expected=20.000000 predicted=11.231933, expected=4.000000 predicted=6.624532, expected=8.000000 predicted=8.574003, expected=12.000000 predicted=9.317621, expected=16.000000 predicted=12.014199, expected=4.000000 predicted=10.112135, expected=8.000000 predicted=7.872265, expected=12.000000 predicted=10.059162, expected=4.000000 predicted=7.797552, expected=20.000000 predicted=14.182800, expected=4.000000 predicted=6.905277, expected=4.000000 predicted=7.099971, expected=12.000000 predicted=10.269267, expected=8.000000 predicted=7.508568, expected=4.000000 predicted=8.758400, expected=8.000000 predicted=6.714249, expected=16.000000 predicted=10.079746, expected=4.000000 predicted=7.834762, expected=8.000000 predicted=8.133242, expected=4.000000 predicted=5.756041, expected=8.000000 predicted=7.566705, expected=16.000000 predicted=12.141926, expected=16.000000 predicted=10.935785, expected=8.000000 predicted=9.621971, expected=8.000000 predicted=8.735899, expected=12.000000 Test MSE: 100.588
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941])] predicted=74.382348, expected=92.000000 predicted=57.707708, expected=80.000000 predicted=53.947374, expected=40.000000 predicted=51.797875, expected=20.000000 predicted=53.823575, expected=48.000000 predicted=57.494400, expected=48.000000 predicted=60.120840, expected=156.000000 predicted=92.241646, expected=32.000000 predicted=47.709990, expected=36.000000 predicted=45.774889, expected=60.000000 predicted=59.487255, expected=60.000000 predicted=52.946351, expected=28.000000 predicted=80.359851, expected=120.000000 predicted=66.573485, expected=140.000000 predicted=78.648147, expected=68.000000 predicted=72.907521, expected=52.000000 predicted=72.742035, expected=44.000000 predicted=53.022823, expected=28.000000 predicted=71.412682, expected=40.000000 predicted=76.918029, expected=84.000000 predicted=63.765859, expected=64.000000 predicted=54.465930, expected=76.000000 predicted=60.162222, expected=56.000000 predicted=50.833661, expected=112.000000 predicted=72.735351, expected=36.000000 predicted=65.850577, expected=16.000000 predicted=51.241967, expected=68.000000 predicted=67.098980, expected=136.000000 predicted=77.950107, expected=36.000000 predicted=72.297407, expected=24.000000 predicted=46.926905, expected=60.000000 predicted=46.874670, expected=48.000000 predicted=53.651067, expected=36.000000 predicted=74.019549, expected=92.000000 predicted=58.215063, expected=108.000000 predicted=61.278354, expected=40.000000 predicted=57.942636, expected=48.000000 predicted=59.117397, expected=88.000000 predicted=63.077387, expected=68.000000 predicted=73.338707, expected=20.000000 predicted=66.203505, expected=56.000000 predicted=52.612172, expected=200.000000 predicted=98.637862, expected=36.000000 predicted=66.541871, expected=96.000000 predicted=89.803274, expected=80.000000 predicted=66.945134, expected=120.000000 predicted=83.452121, expected=92.000000 predicted=130.426174, expected=100.000000 predicted=77.301030, expected=388.000000 predicted=194.715634, expected=20.000000 predicted=91.504811, expected=68.000000 predicted=131.043077, expected=40.000000 predicted=100.143859, expected=20.000000 predicted=67.797395, expected=28.000000 predicted=157.938521, expected=52.000000 predicted=34.439925, expected=96.000000 predicted=64.236576, expected=148.000000 predicted=78.996794, expected=80.000000 predicted=63.830646, expected=36.000000 predicted=58.508571, expected=16.000000 predicted=54.114987, expected=56.000000 predicted=68.941097, expected=92.000000 predicted=91.591289, expected=80.000000 predicted=69.837608, expected=72.000000 predicted=59.761068, expected=20.000000 predicted=39.459210, expected=76.000000 predicted=65.201307, expected=100.000000 predicted=81.553464, expected=20.000000 predicted=55.659547, expected=108.000000 predicted=81.040187, expected=144.000000 predicted=77.065903, expected=56.000000 predicted=74.862957, expected=124.000000 predicted=107.700972, expected=60.000000 predicted=62.207485, expected=40.000000 predicted=81.028244, expected=52.000000 predicted=89.627762, expected=60.000000 predicted=57.904920, expected=100.000000 predicted=90.665999, expected=128.000000 predicted=83.519484, expected=60.000000 predicted=64.282829, expected=236.000000 predicted=125.869247, expected=36.000000 predicted=77.876730, expected=48.000000 predicted=93.680234, expected=68.000000 predicted=97.711932, expected=96.000000 predicted=75.315685, expected=8.000000 predicted=104.743906, expected=132.000000 predicted=74.356530, expected=56.000000 predicted=58.782652, expected=36.000000 predicted=60.558444, expected=56.000000 predicted=73.425782, expected=92.000000 predicted=50.840745, expected=60.000000 predicted=84.118225, expected=68.000000 predicted=64.196594, expected=40.000000 predicted=49.707271, expected=40.000000 predicted=52.760224, expected=48.000000 predicted=63.282527, expected=16.000000 predicted=40.937349, expected=80.000000 predicted=60.346161, expected=88.000000 predicted=56.178258, expected=40.000000 predicted=47.720724, expected=36.000000 predicted=50.947153, expected=20.000000 predicted=31.564658, expected=8.000000 predicted=42.680754, expected=52.000000 predicted=53.635544, expected=72.000000 predicted=44.627527, expected=160.000000 predicted=76.694395, expected=60.000000 predicted=55.141550, expected=36.000000 predicted=49.013062, expected=44.000000 predicted=60.362802, expected=40.000000 predicted=56.766454, expected=44.000000 predicted=82.382914, expected=88.000000 predicted=62.216323, expected=56.000000 predicted=48.790276, expected=52.000000 predicted=53.172976, expected=20.000000 predicted=41.775956, expected=44.000000 predicted=45.425295, expected=52.000000 predicted=59.364619, expected=40.000000 predicted=45.467594, expected=32.000000 predicted=42.755558, expected=72.000000 predicted=43.700752, expected=20.000000 predicted=37.530943, expected=44.000000 predicted=46.701707, expected=40.000000 predicted=40.594377, expected=36.000000 predicted=35.697948, expected=36.000000 predicted=48.811076, expected=20.000000 predicted=26.279017, expected=68.000000 predicted=47.138058, expected=28.000000 predicted=35.804585, expected=60.000000 predicted=45.161440, expected=264.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=110.597512, expected=32.000000 predicted=54.865899, expected=68.000000 predicted=88.907204, expected=72.000000 predicted=69.225405, expected=64.000000 predicted=68.700488, expected=160.000000 predicted=159.499095, expected=64.000000 predicted=64.181184, expected=104.000000 predicted=90.678084, expected=36.000000 predicted=71.277705, expected=80.000000 predicted=76.413953, expected=60.000000 predicted=95.655665, expected=184.000000 predicted=100.617154, expected=60.000000 predicted=88.235290, expected=12.000000 predicted=55.302918, expected=28.000000 predicted=64.201254, expected=32.000000 predicted=48.878200, expected=8.000000 predicted=73.733742, expected=112.000000 predicted=61.107483, expected=132.000000 predicted=59.933852, expected=80.000000 predicted=63.201114, expected=72.000000 predicted=67.963028, expected=112.000000 predicted=71.451954, expected=56.000000 predicted=88.132746, expected=40.000000 predicted=86.328496, expected=88.000000 predicted=77.958842, expected=76.000000 predicted=71.009508, expected=36.000000 predicted=73.281187, expected=40.000000 predicted=54.121518, expected=112.000000 predicted=66.692196, expected=32.000000 predicted=61.844447, expected=172.000000 predicted=99.690171, expected=52.000000 predicted=61.850471, expected=112.000000 predicted=81.811821, expected=60.000000 predicted=91.623123, expected=164.000000 predicted=91.360064, expected=60.000000 predicted=114.144434, expected=40.000000 predicted=66.861755, expected=36.000000 predicted=78.703450, expected=120.000000 predicted=76.749117, expected=48.000000 predicted=92.672210, expected=60.000000 predicted=62.954233, expected=44.000000 predicted=52.576014, expected=64.000000 predicted=52.604765, expected=56.000000 predicted=76.735426, expected=28.000000 predicted=45.060229, expected=88.000000 predicted=64.020203, expected=108.000000 predicted=67.534304, expected=48.000000 predicted=62.963533, expected=100.000000 predicted=76.845911, expected=32.000000 predicted=50.302129, expected=32.000000 predicted=63.859645, expected=32.000000 predicted=64.876119, expected=76.000000 predicted=52.839107, expected=148.000000 predicted=93.246076, expected=52.000000 predicted=55.782165, expected=24.000000 predicted=50.844462, expected=52.000000 predicted=53.552866, expected=12.000000 predicted=48.962970, expected=44.000000 predicted=74.287379, expected=60.000000 predicted=47.227260, expected=88.000000 predicted=49.004584, expected=96.000000 predicted=67.240455, expected=52.000000 predicted=48.482851, expected=60.000000 predicted=61.267268, expected=48.000000 predicted=60.434953, expected=68.000000 predicted=71.097648, expected=84.000000 predicted=77.971549, expected=44.000000 predicted=55.046015, expected=88.000000 predicted=69.792997, expected=172.000000 predicted=92.836855, expected=68.000000 predicted=79.927178, expected=60.000000 predicted=85.200631, expected=72.000000 predicted=72.060896, expected=124.000000 predicted=95.097599, expected=188.000000 predicted=143.051690, expected=104.000000 predicted=98.123107, expected=84.000000 predicted=94.936660, expected=68.000000 predicted=90.849428, expected=60.000000 predicted=95.758153, expected=56.000000 predicted=106.394272, expected=76.000000 predicted=80.685131, expected=156.000000 predicted=97.860207, expected=112.000000 predicted=89.604116, expected=76.000000 predicted=83.518094, expected=76.000000 predicted=82.264708, expected=48.000000 predicted=75.368256, expected=36.000000 predicted=89.278765, expected=120.000000 predicted=93.426304, expected=192.000000 predicted=107.502498, expected=120.000000 predicted=100.965213, expected=20.000000 predicted=70.952813, expected=116.000000 predicted=88.974956, expected=32.000000 predicted=84.768181, expected=16.000000 predicted=93.681809, expected=180.000000 predicted=111.764813, expected=60.000000 predicted=52.684627, expected=28.000000 predicted=79.528103, expected=56.000000 predicted=55.976049, expected=40.000000 predicted=40.533692, expected=76.000000 predicted=99.419243, expected=36.000000 predicted=49.927081, expected=104.000000 predicted=59.837344, expected=92.000000 predicted=69.963901, expected=60.000000 predicted=60.701074, expected=28.000000 predicted=63.138899, expected=60.000000 predicted=54.264501, expected=36.000000 predicted=65.059900, expected=4.000000 predicted=48.539810, expected=16.000000 predicted=36.763240, expected=40.000000 predicted=29.549367, expected=20.000000 predicted=33.788324, expected=12.000000 predicted=24.223339, expected=32.000000 predicted=19.160146, expected=180.000000 predicted=67.306650, expected=80.000000 predicted=60.751616, expected=64.000000 predicted=60.402370, expected=40.000000 predicted=51.927886, expected=8.000000 predicted=41.698751, expected=56.000000 predicted=92.208179, expected=76.000000 predicted=62.566961, expected=36.000000 predicted=49.108611, expected=16.000000 predicted=36.997622, expected=28.000000 predicted=27.374419, expected=40.000000 predicted=42.396340, expected=68.000000 predicted=56.033783, expected=332.000000 predicted=127.248861, expected=92.000000 predicted=78.820639, expected=128.000000 predicted=106.877655, expected=108.000000 predicted=105.004642, expected=84.000000 predicted=100.074104, expected=36.000000 predicted=160.639922, expected=64.000000 predicted=79.948344, expected=24.000000 predicted=73.143110, expected=64.000000 predicted=72.405530, expected=52.000000 predicted=60.548873, expected=128.000000 predicted=69.183977, expected=28.000000 predicted=56.795816, expected=32.000000 predicted=44.356032, expected=80.000000 predicted=66.446790, expected=120.000000 predicted=74.034280, expected=52.000000 predicted=84.569528, expected=96.000000 predicted=67.913956, expected=12.000000 predicted=45.964721, expected=84.000000 predicted=75.007973, expected=68.000000 predicted=81.876477, expected=40.000000 predicted=52.221662, expected=196.000000 predicted=111.172565, expected=60.000000 predicted=58.654542, expected=36.000000 predicted=76.856332, expected=28.000000 predicted=62.459493, expected=24.000000 predicted=43.221059, expected=76.000000 predicted=98.810981, expected=64.000000 predicted=54.119316, expected=68.000000 predicted=52.058301, expected=44.000000 predicted=45.862950, expected=136.000000 predicted=71.444129, expected=56.000000 predicted=71.324692, expected=24.000000 predicted=58.843176, expected=16.000000 predicted=51.442501, expected=32.000000 predicted=40.801701, expected=16.000000 predicted=59.195157, expected=12.000000 predicted=29.980103, expected=32.000000 predicted=24.306518, expected=76.000000 predicted=35.894311, expected=52.000000 predicted=40.020834, expected=80.000000 predicted=47.944294, expected=76.000000 predicted=50.701928, expected=52.000000 predicted=53.030276, expected=4.000000 predicted=50.992934, expected=44.000000 predicted=48.002471, expected=20.000000 predicted=45.614446, expected=172.000000 predicted=86.519519, expected=36.000000 predicted=53.531252, expected=108.000000 predicted=62.460228, expected=40.000000 predicted=60.445536, expected=28.000000 predicted=44.673413, expected=28.000000 predicted=84.089123, expected=12.000000 predicted=31.052507, expected=4.000000 predicted=45.204849, expected=100.000000 predicted=48.358219, expected=100.000000 predicted=53.246718, expected=92.000000 predicted=61.152608, expected=68.000000 predicted=56.421632, expected=16.000000 predicted=39.349735, expected=68.000000 predicted=76.210920, expected=32.000000 predicted=62.530101, expected=80.000000 predicted=70.331307, expected=120.000000 predicted=77.858275, expected=44.000000 predicted=48.394570, expected=44.000000 predicted=63.649857, expected=64.000000 predicted=54.871908, expected=28.000000 predicted=57.202870, expected=24.000000 predicted=63.153370, expected=124.000000 predicted=65.281159, expected=56.000000 predicted=53.942783, expected=4.000000 predicted=47.268244, expected=36.000000 predicted=39.552430, expected=44.000000 predicted=36.801827, expected=148.000000 predicted=96.815833, expected=24.000000 predicted=50.917926, expected=32.000000 predicted=37.611370, expected=92.000000 predicted=61.377872, expected=44.000000 predicted=51.943832, expected=172.000000 predicted=118.312718, expected=8.000000 predicted=46.070540, expected=24.000000 predicted=49.163258, expected=56.000000 predicted=67.517921, expected=152.000000 predicted=78.880547, expected=68.000000 predicted=101.185430, expected=16.000000 predicted=40.429365, expected=4.000000 predicted=37.298779, expected=16.000000 predicted=41.264815, expected=52.000000 predicted=71.061048, expected=28.000000 predicted=38.488180, expected=100.000000 predicted=45.218743, expected=116.000000 predicted=55.860386, expected=36.000000 predicted=46.839572, expected=24.000000 predicted=52.897959, expected=20.000000 predicted=39.419069, expected=80.000000 predicted=70.969702, expected=80.000000 predicted=75.659054, expected=80.000000 predicted=56.672100, expected=136.000000 predicted=74.994510, expected=52.000000 predicted=59.450598, expected=64.000000 predicted=79.034388, expected=40.000000 predicted=68.592723, expected=12.000000 predicted=54.770441, expected=76.000000 predicted=80.430239, expected=168.000000 predicted=83.610354, expected=52.000000 predicted=67.018965, expected=20.000000 predicted=52.483681, expected=12.000000 predicted=36.887910, expected=8.000000 predicted=46.363529, expected=36.000000 predicted=71.343175, expected=-36.000000 predicted=12.917563, expected=268.000000 predicted=85.281007, expected=48.000000 predicted=48.491593, expected=20.000000 predicted=45.102816, expected=28.000000 predicted=50.833950, expected=8.000000 predicted=20.061886, expected=8.000000 predicted=96.624926, expected=72.000000 predicted=41.560975, expected=88.000000 predicted=43.486520, expected=44.000000 predicted=41.461768, expected=40.000000 predicted=36.840421, expected=56.000000 predicted=41.732033, expected=24.000000 predicted=51.038339, expected=40.000000 predicted=55.460552, expected=48.000000 predicted=43.098175, expected=48.000000 predicted=42.814992, expected=28.000000 predicted=42.318749, expected=40.000000 predicted=35.253164, expected=36.000000 predicted=38.676490, expected=36.000000 predicted=40.306483, expected=92.000000 predicted=55.676166, expected=32.000000 predicted=39.029228, expected=48.000000 predicted=46.958420, expected=36.000000 predicted=42.102882, expected=44.000000 predicted=43.265490, expected=28.000000 predicted=53.085107, expected=4.000000 predicted=26.371344, expected=48.000000 predicted=39.254278, expected=88.000000 predicted=48.260273, expected=64.000000 predicted=50.405020, expected=28.000000 predicted=39.470922, expected=56.000000 predicted=39.858788, expected=68.000000 predicted=56.588342, expected=68.000000 predicted=68.800958, expected=44.000000 predicted=55.906721, expected=36.000000 predicted=42.684331, expected=176.000000 predicted=88.779560, expected=128.000000 predicted=91.443896, expected=188.000000 predicted=118.014494, expected=56.000000 predicted=86.257029, expected=52.000000 predicted=79.638397, expected=76.000000 predicted=116.717344, expected=144.000000 predicted=115.488835, expected=44.000000 predicted=106.099806, expected=8.000000 predicted=52.815632, expected=76.000000 predicted=63.896048, expected=24.000000 predicted=54.676861, expected=72.000000 predicted=81.009221, expected=48.000000 predicted=46.510924, expected=80.000000 predicted=47.376458, expected=104.000000 predicted=77.095970, expected=68.000000 predicted=58.427691, expected=48.000000 predicted=67.477163, expected=144.000000 predicted=85.962476, expected=16.000000 predicted=65.885782, expected=56.000000 predicted=76.873796, expected=64.000000 predicted=65.281008, expected=44.000000 predicted=53.545498, expected=56.000000 predicted=79.794916, expected=44.000000 predicted=39.615547, expected=44.000000 predicted=50.587206, expected=64.000000 predicted=57.030657, expected=136.000000 predicted=73.638004, expected=80.000000 predicted=71.120094, expected=32.000000 predicted=57.707345, expected=24.000000 predicted=51.641322, expected=36.000000 Test MSE: 2702.002
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215])] predicted=74.745539, expected=32.000000 predicted=53.952535, expected=80.000000 predicted=67.203077, expected=156.000000 predicted=103.095758, expected=56.000000 predicted=66.362393, expected=36.000000 predicted=55.241017, expected=20.000000 predicted=44.172237, expected=108.000000 predicted=88.432377, expected=56.000000 predicted=76.640020, expected=76.000000 predicted=63.131486, expected=56.000000 predicted=50.764267, expected=184.000000 predicted=104.131282, expected=24.000000 predicted=68.536307, expected=172.000000 predicted=110.884842, expected=128.000000 predicted=102.622551, expected=44.000000 predicted=86.556243, expected=80.000000 predicted=102.429895, expected=40.000000 predicted=64.318004, expected=64.000000 predicted=94.145219, expected=72.000000 predicted=75.675633, expected=92.000000 predicted=70.445007, expected=136.000000 predicted=93.289524, expected=12.000000 predicted=49.695027, expected=48.000000 predicted=63.055880, expected=172.000000 predicted=105.439656, expected=48.000000 predicted=79.230037, expected=176.000000 predicted=121.655221, expected=132.000000 predicted=90.049991, expected=28.000000 predicted=81.167160, expected=20.000000 predicted=79.967759, expected=132.000000 predicted=95.826512, expected=8.000000 predicted=77.275417, expected=72.000000 predicted=76.001186, expected=84.000000 predicted=54.433142, expected=20.000000 predicted=46.436398, expected=68.000000 predicted=70.501154, expected=4.000000 predicted=26.551046, expected=300.000000 predicted=143.239450, expected=72.000000 predicted=82.761477, expected=36.000000 predicted=68.451210, expected=32.000000 predicted=57.557994, expected=60.000000 predicted=76.655151, expected=16.000000 predicted=94.481120, expected=164.000000 predicted=88.521670, expected=12.000000 predicted=39.147654, expected=64.000000 predicted=57.617783, expected=300.000000 predicted=137.722955, expected=88.000000 predicted=96.060177, expected=108.000000 predicted=125.200040, expected=48.000000 predicted=67.976264, expected=44.000000 predicted=95.612569, expected=68.000000 predicted=120.241478, expected=40.000000 predicted=63.605956, expected=140.000000 predicted=93.697954, expected=40.000000 predicted=53.935944, expected=108.000000 predicted=79.428204, expected=40.000000 predicted=58.923131, expected=36.000000 predicted=60.405323, expected=60.000000 predicted=71.912265, expected=112.000000 predicted=75.589172, expected=92.000000 predicted=82.208177, expected=112.000000 predicted=78.746270, expected=40.000000 predicted=59.494900, expected=104.000000 predicted=87.757715, expected=44.000000 predicted=75.720640, expected=80.000000 predicted=82.888862, expected=44.000000 predicted=65.497218, expected=64.000000 predicted=61.973757, expected=172.000000 predicted=104.962114, expected=40.000000 predicted=63.685386, expected=80.000000 predicted=79.235552, expected=12.000000 predicted=46.606405, expected=8.000000 predicted=54.587966, expected=48.000000 predicted=66.741805, expected=100.000000 predicted=61.091319, expected=40.000000 predicted=49.623617, expected=120.000000 predicted=62.861764, expected=84.000000 predicted=60.844926, expected=44.000000 predicted=65.351344, expected=16.000000 predicted=54.726231, expected=40.000000 predicted=51.212384, expected=16.000000 predicted=52.760836, expected=32.000000 predicted=42.640723, expected=8.000000 predicted=21.808743, expected=4.000000 predicted=15.321828, expected=8.000000 predicted=16.311997, expected=60.000000 predicted=29.667251, expected=32.000000 predicted=26.280319, expected=80.000000 predicted=39.848648, expected=16.000000 predicted=22.966270, expected=52.000000 predicted=40.267837, expected=20.000000 predicted=36.647792, expected=56.000000 predicted=46.179358, expected=40.000000 predicted=44.914859, expected=32.000000 predicted=33.303450, expected=28.000000 predicted=34.838833, expected=60.000000 predicted=41.469799, expected=8.000000 predicted=32.197034, expected=24.000000 predicted=30.323231, expected=32.000000 predicted=28.546633, expected=36.000000 predicted=33.206938, expected=16.000000 predicted=28.405754, expected=24.000000 predicted=20.383862, expected=48.000000 predicted=32.248331, expected=16.000000 predicted=26.121329, expected=32.000000 predicted=29.158890, expected=64.000000 predicted=36.421167, expected=24.000000 predicted=31.551748, expected=32.000000 predicted=35.126119, expected=4.000000 predicted=18.949143, expected=60.000000 predicted=41.564418, expected=4.000000 predicted=27.617320, expected=4.000000 predicted=17.947883, expected=4.000000 predicted=12.776110, expected=20.000000 predicted=16.546610, expected=36.000000 predicted=28.377203, expected=16.000000 predicted=12.618605, expected=44.000000 predicted=22.707590, expected=164.000000 predicted=68.131136, expected=116.000000 predicted=73.456113, expected=24.000000 predicted=52.399602, expected=84.000000 predicted=64.175436, expected=28.000000 predicted=61.632971, expected=76.000000 predicted=92.982088, expected=32.000000 predicted=56.573904, expected=40.000000 predicted=44.379953, expected=64.000000 predicted=56.750035, expected=40.000000 predicted=43.939837, expected=184.000000 predicted=98.073321, expected=16.000000 predicted=47.609045, expected=252.000000 predicted=127.043098, expected=20.000000 predicted=72.215446, expected=48.000000 predicted=82.020599, expected=52.000000 predicted=84.483854, expected=144.000000 predicted=99.573959, expected=72.000000 predicted=110.006610, expected=84.000000 predicted=66.432837, expected=304.000000 predicted=146.543909, expected=44.000000 predicted=99.489555, expected=304.000000 predicted=183.865616, expected=76.000000 predicted=121.046547, expected=264.000000 predicted=188.893569, expected=132.000000 predicted=185.420213, expected=176.000000 predicted=158.790142, expected=32.000000 predicted=149.134098, expected=68.000000 predicted=105.762612, expected=108.000000 predicted=137.143673, expected=140.000000 predicted=122.475751, expected=20.000000 predicted=86.279512, expected=80.000000 predicted=65.505389, expected=44.000000 predicted=68.472935, expected=148.000000 predicted=104.280844, expected=96.000000 predicted=96.676169, expected=128.000000 predicted=86.775370, expected=32.000000 predicted=74.190051, expected=8.000000 predicted=56.299659, expected=56.000000 predicted=77.294463, expected=56.000000 predicted=67.675564, expected=80.000000 predicted=71.411541, expected=48.000000 predicted=44.560856, expected=180.000000 predicted=84.159690, expected=20.000000 predicted=65.238478, expected=32.000000 predicted=55.960599, expected=176.000000 predicted=99.440606, expected=84.000000 predicted=92.914803, expected=60.000000 predicted=93.086466, expected=80.000000 predicted=64.495819, expected=52.000000 predicted=71.560077, expected=180.000000 predicted=125.821816, expected=52.000000 predicted=81.938671, expected=16.000000 predicted=58.166661, expected=48.000000 predicted=60.991185, expected=52.000000 predicted=65.228126, expected=216.000000 predicted=126.203418, expected=160.000000 predicted=104.570517, expected=32.000000 predicted=68.729619, expected=64.000000 predicted=74.462813, expected=96.000000 predicted=97.618239, expected=36.000000 predicted=104.280770, expected=208.000000 predicted=122.730347, expected=64.000000 predicted=78.388609, expected=60.000000 predicted=78.334550, expected=56.000000 predicted=74.592890, expected=8.000000 predicted=59.764423, expected=188.000000 predicted=122.722662, expected=32.000000 predicted=66.581391, expected=48.000000 predicted=58.934323, expected=52.000000 predicted=53.176978, expected=152.000000 predicted=90.555622, expected=44.000000 predicted=90.879496, expected=32.000000 predicted=48.578013, expected=216.000000 predicted=103.694387, expected=156.000000 predicted=120.285190, expected=36.000000 predicted=97.523680, expected=108.000000 predicted=85.137017, expected=108.000000 predicted=103.782455, expected=92.000000 predicted=127.088383, expected=36.000000 predicted=82.913460, expected=140.000000 predicted=88.982037, expected=28.000000 predicted=79.560637, expected=48.000000 predicted=72.039756, expected=48.000000 predicted=60.863838, expected=100.000000 predicted=71.899747, expected=216.000000 predicted=122.462240, expected=76.000000 predicted=81.995525, expected=52.000000 predicted=74.224839, expected=24.000000 predicted=65.736410, expected=96.000000 predicted=97.370196, expected=112.000000 predicted=111.864049, expected=180.000000 predicted=105.820413, expected=32.000000 predicted=69.971442, expected=108.000000 predicted=83.387158, expected=24.000000 predicted=79.302136, expected=32.000000 predicted=77.086121, expected=48.000000 predicted=73.995913, expected=132.000000 predicted=74.061263, expected=120.000000 predicted=89.646761, expected=160.000000 predicted=92.238791, expected=32.000000 predicted=70.142955, expected=56.000000 predicted=76.669715, expected=52.000000 predicted=87.119077, expected=76.000000 predicted=88.152847, expected=60.000000 predicted=78.488526, expected=40.000000 predicted=47.352947, expected=68.000000 predicted=57.940733, expected=4.000000 predicted=42.431634, expected=36.000000 predicted=46.066268, expected=76.000000 predicted=52.755682, expected=84.000000 predicted=58.523202, expected=140.000000 predicted=79.801189, expected=48.000000 predicted=55.654875, expected=24.000000 predicted=53.430472, expected=32.000000 predicted=58.262629, expected=180.000000 predicted=103.835407, expected=56.000000 predicted=86.275813, expected=100.000000 predicted=71.389707, expected=108.000000 predicted=77.767240, expected=76.000000 predicted=86.492190, expected=92.000000 predicted=105.201718, expected=104.000000 predicted=88.095560, expected=40.000000 predicted=80.439483, expected=44.000000 predicted=71.463408, expected=68.000000 predicted=69.491147, expected=36.000000 predicted=63.638263, expected=200.000000 predicted=103.388482, expected=56.000000 predicted=71.095155, expected=128.000000 predicted=87.560086, expected=32.000000 predicted=71.724894, expected=104.000000 predicted=89.441516, expected=96.000000 predicted=110.572673, expected=156.000000 predicted=103.949903, expected=16.000000 predicted=79.720474, expected=152.000000 predicted=91.389665, expected=88.000000 predicted=101.877561, expected=128.000000 predicted=109.993710, expected=324.000000 predicted=172.573919, expected=56.000000 predicted=113.154944, expected=148.000000 predicted=139.519433, expected=80.000000 predicted=118.136747, expected=28.000000 predicted=117.696865, expected=132.000000 predicted=141.941263, expected=84.000000 predicted=89.483562, expected=96.000000 predicted=100.354159, expected=180.000000 predicted=106.875218, expected=76.000000 predicted=93.066504, expected=96.000000 predicted=106.295392, expected=92.000000 predicted=96.222429, expected=104.000000 predicted=108.825255, expected=144.000000 predicted=125.415719, expected=44.000000 predicted=84.419239, expected=64.000000 predicted=82.394989, expected=24.000000 predicted=68.730916, expected=96.000000 predicted=85.994537, expected=48.000000 predicted=74.504184, expected=20.000000 predicted=43.647220, expected=128.000000 predicted=68.922639, expected=52.000000 predicted=61.255589, expected=40.000000 predicted=61.711046, expected=56.000000 predicted=50.367201, expected=136.000000 predicted=79.920772, expected=52.000000 predicted=80.997105, expected=8.000000 predicted=45.301283, expected=40.000000 predicted=45.526914, expected=88.000000 predicted=69.642923, expected=104.000000 predicted=85.452990, expected=8.000000 predicted=42.501147, expected=80.000000 predicted=48.788059, expected=12.000000 predicted=47.582594, expected=84.000000 predicted=69.136860, expected=148.000000 predicted=86.316139, expected=44.000000 predicted=59.374155, expected=92.000000 predicted=72.889725, expected=64.000000 predicted=64.683620, expected=44.000000 predicted=76.787952, expected=164.000000 predicted=105.507565, expected=52.000000 predicted=74.474984, expected=12.000000 predicted=61.106421, expected=84.000000 predicted=64.031183, expected=16.000000 predicted=59.030862, expected=68.000000 predicted=74.296040, expected=56.000000 predicted=47.269785, expected=164.000000 predicted=78.904789, expected=32.000000 predicted=66.558816, expected=100.000000 predicted=67.698135, expected=56.000000 predicted=71.365688, expected=68.000000 predicted=78.746204, expected=72.000000 predicted=84.787889, expected=44.000000 predicted=57.762912, expected=124.000000 predicted=84.435426, expected=12.000000 predicted=56.249553, expected=48.000000 predicted=56.834352, expected=88.000000 predicted=65.431479, expected=148.000000 predicted=90.584571, expected=4.000000 predicted=65.873223, expected=144.000000 predicted=71.996121, expected=48.000000 predicted=73.499607, expected=20.000000 predicted=70.502723, expected=168.000000 predicted=97.992711, expected=4.000000 predicted=58.643935, expected=80.000000 predicted=79.677858, expected=56.000000 predicted=54.931845, expected=12.000000 predicted=52.726415, expected=52.000000 predicted=64.251895, expected=4.000000 predicted=28.752023, expected=196.000000 predicted=86.102597, expected=52.000000 predicted=64.794734, expected=64.000000 predicted=56.954428, expected=16.000000 predicted=46.541392, expected=72.000000 predicted=66.052107, expected=20.000000 predicted=74.286325, expected=36.000000 predicted=42.726411, expected=56.000000 predicted=44.519394, expected=52.000000 predicted=43.539310, expected=100.000000 predicted=62.350653, expected=16.000000 predicted=40.468783, expected=140.000000 predicted=71.051022, expected=96.000000 predicted=79.266236, expected=72.000000 predicted=78.404826, expected=140.000000 predicted=93.922124, expected=244.000000 predicted=131.147872, expected=28.000000 predicted=114.285242, expected=36.000000 predicted=82.582591, expected=88.000000 predicted=90.413974, expected=4.000000 predicted=91.542620, expected=52.000000 predicted=83.117066, expected=20.000000 predicted=32.683827, expected=92.000000 predicted=55.494055, expected=100.000000 predicted=67.503305, expected=16.000000 predicted=41.082842, expected=124.000000 predicted=67.659325, expected=40.000000 predicted=60.197532, expected=124.000000 predicted=89.869897, expected=24.000000 predicted=64.735867, expected=76.000000 predicted=63.911853, expected=72.000000 predicted=76.860089, expected=12.000000 predicted=53.788972, expected=80.000000 predicted=66.364281, expected=12.000000 predicted=40.984815, expected=28.000000 predicted=46.104599, expected=168.000000 predicted=73.793821, expected=52.000000 predicted=61.946284, expected=60.000000 predicted=62.990696, expected=28.000000 predicted=42.858141, expected=88.000000 predicted=72.373103, expected=16.000000 predicted=70.292141, expected=80.000000 predicted=55.834943, expected=28.000000 predicted=46.481722, expected=132.000000 predicted=69.542065, expected=64.000000 predicted=69.706147, expected=80.000000 predicted=64.377899, expected=60.000000 predicted=67.905543, expected=24.000000 predicted=57.497136, expected=4.000000 predicted=55.548055, expected=76.000000 predicted=54.368184, expected=20.000000 predicted=46.955424, expected=140.000000 predicted=64.853056, expected=72.000000 predicted=56.705771, expected=56.000000 predicted=56.258411, expected=40.000000 predicted=57.659460, expected=88.000000 predicted=68.727420, expected=108.000000 predicted=93.584268, expected=104.000000 predicted=82.593357, expected=8.000000 predicted=56.131715, expected=64.000000 predicted=60.237490, expected=36.000000 predicted=65.868585, expected=44.000000 predicted=64.642942, expected=24.000000 predicted=45.460313, expected=72.000000 predicted=42.346783, expected=12.000000 predicted=40.544520, expected=72.000000 predicted=44.704553, expected=4.000000 predicted=33.295515, expected=24.000000 predicted=31.653213, expected=16.000000 predicted=31.213227, expected=120.000000 predicted=51.080355, expected=68.000000 predicted=57.851815, expected=72.000000 predicted=48.506402, expected=132.000000 predicted=71.442168, expected=24.000000 predicted=64.903456, expected=52.000000 predicted=73.374830, expected=196.000000 predicted=99.758206, expected=100.000000 predicted=104.297595, expected=56.000000 predicted=88.324384, expected=36.000000 predicted=58.592721, expected=108.000000 predicted=91.624222, expected=28.000000 predicted=91.993420, expected=60.000000 predicted=64.721664, expected=68.000000 predicted=57.386993, expected=32.000000 predicted=53.389901, expected=32.000000 predicted=52.961440, expected=44.000000 predicted=41.203824, expected=92.000000 predicted=61.135277, expected=28.000000 predicted=49.513841, expected=8.000000 predicted=31.536359, expected=32.000000 predicted=33.756126, expected=60.000000 predicted=48.238402, expected=16.000000 predicted=41.951210, expected=36.000000 predicted=27.779708, expected=68.000000 predicted=37.118206, expected=100.000000 predicted=59.175367, expected=4.000000 predicted=43.017949, expected=36.000000 predicted=35.038330, expected=48.000000 predicted=45.812189, expected=32.000000 predicted=50.784785, expected=68.000000 predicted=52.763782, expected=36.000000 predicted=34.609650, expected=24.000000 Test MSE: 3638.195
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018])] predicted=82.205415, expected=144.000000 predicted=98.926438, expected=24.000000 predicted=67.704247, expected=40.000000 predicted=59.372327, expected=56.000000 predicted=58.008906, expected=60.000000 predicted=70.634752, expected=72.000000 predicted=84.800226, expected=28.000000 predicted=37.420286, expected=48.000000 predicted=46.264521, expected=24.000000 predicted=42.828719, expected=44.000000 predicted=48.958198, expected=92.000000 predicted=65.455561, expected=92.000000 predicted=61.731698, expected=20.000000 predicted=44.442929, expected=64.000000 predicted=47.393172, expected=20.000000 predicted=43.818193, expected=20.000000 predicted=53.325072, expected=92.000000 predicted=67.731526, expected=80.000000 predicted=54.592514, expected=104.000000 predicted=75.534288, expected=16.000000 predicted=36.436951, expected=48.000000 predicted=45.930972, expected=56.000000 predicted=67.398636, expected=32.000000 predicted=58.940562, expected=40.000000 predicted=56.627649, expected=104.000000 predicted=55.204467, expected=36.000000 predicted=50.956177, expected=40.000000 predicted=48.557671, expected=44.000000 predicted=40.748482, expected=96.000000 predicted=66.496090, expected=28.000000 predicted=62.669171, expected=80.000000 predicted=55.033364, expected=64.000000 predicted=55.079942, expected=40.000000 predicted=53.141265, expected=36.000000 predicted=58.203570, expected=24.000000 predicted=35.767811, expected=44.000000 predicted=53.730921, expected=20.000000 predicted=39.587511, expected=32.000000 predicted=33.797623, expected=72.000000 predicted=45.189037, expected=64.000000 predicted=46.317815, expected=36.000000 predicted=42.965633, expected=44.000000 predicted=37.071040, expected=44.000000 predicted=43.572134, expected=60.000000 predicted=59.690694, expected=28.000000 predicted=45.813654, expected=84.000000 predicted=54.085772, expected=68.000000 predicted=56.661057, expected=52.000000 predicted=54.062314, expected=24.000000 predicted=45.118449, expected=36.000000 predicted=39.847099, expected=24.000000 predicted=49.706401, expected=20.000000 predicted=39.805807, expected=76.000000 predicted=49.916492, expected=84.000000 predicted=51.902564, expected=44.000000 predicted=46.026876, expected=52.000000 predicted=42.585749, expected=20.000000 predicted=34.636004, expected=52.000000 predicted=58.281427, expected=24.000000 predicted=48.908269, expected=88.000000 predicted=56.432008, expected=100.000000 predicted=67.366962, expected=28.000000 predicted=41.964421, expected=52.000000 predicted=51.168164, expected=48.000000 predicted=46.053625, expected=32.000000 predicted=60.070514, expected=40.000000 predicted=57.134922, expected=96.000000 predicted=55.990712, expected=96.000000 predicted=70.307234, expected=56.000000 predicted=58.601566, expected=44.000000 predicted=47.740000, expected=32.000000 predicted=47.347581, expected=68.000000 predicted=72.763052, expected=52.000000 predicted=66.018110, expected=60.000000 predicted=55.453261, expected=108.000000 predicted=68.072987, expected=40.000000 predicted=51.244956, expected=56.000000 predicted=61.658982, expected=28.000000 predicted=46.646017, expected=4.000000 predicted=41.098862, expected=40.000000 predicted=55.869059, expected=56.000000 predicted=43.747129, expected=52.000000 predicted=48.325428, expected=28.000000 predicted=31.021377, expected=16.000000 predicted=20.763140, expected=52.000000 predicted=42.235692, expected=28.000000 predicted=41.210112, expected=76.000000 predicted=52.908780, expected=76.000000 predicted=49.874744, expected=92.000000 predicted=58.665422, expected=68.000000 predicted=62.816760, expected=28.000000 predicted=45.223936, expected=56.000000 predicted=63.020251, expected=36.000000 predicted=57.535959, expected=52.000000 predicted=63.322594, expected=84.000000 predicted=63.954838, expected=24.000000 predicted=39.247845, expected=44.000000 predicted=47.577248, expected=36.000000 predicted=39.473526, expected=40.000000 predicted=47.895283, expected=52.000000 predicted=55.362128, expected=40.000000 predicted=36.985599, expected=100.000000 predicted=61.963277, expected=84.000000 predicted=62.021759, expected=60.000000 predicted=58.762898, expected=60.000000 predicted=58.500468, expected=16.000000 predicted=44.449411, expected=12.000000 predicted=52.671007, expected=20.000000 predicted=43.550197, expected=20.000000 predicted=35.724658, expected=80.000000 predicted=51.921181, expected=12.000000 predicted=23.105733, expected=56.000000 predicted=33.317978, expected=20.000000 predicted=25.976538, expected=60.000000 predicted=42.902091, expected=40.000000 predicted=50.479073, expected=40.000000 predicted=34.334085, expected=72.000000 predicted=53.741362, expected=68.000000 predicted=50.381895, expected=64.000000 predicted=60.428013, expected=28.000000 predicted=42.339073, expected=36.000000 predicted=43.407122, expected=48.000000 predicted=54.772194, expected=148.000000 predicted=88.370226, expected=120.000000 predicted=88.420711, expected=36.000000 predicted=53.178493, expected=40.000000 predicted=48.676554, expected=44.000000 predicted=59.725792, expected=64.000000 predicted=90.907279, expected=32.000000 predicted=63.548205, expected=60.000000 predicted=46.515243, expected=104.000000 predicted=65.475718, expected=32.000000 predicted=50.882848, expected=56.000000 predicted=56.082894, expected=20.000000 predicted=37.149681, expected=68.000000 predicted=61.520829, expected=68.000000 predicted=69.989622, expected=56.000000 predicted=50.103220, expected=92.000000 predicted=65.032027, expected=32.000000 predicted=44.287579, expected=32.000000 predicted=52.318088, expected=116.000000 predicted=76.013323, expected=40.000000 predicted=60.612760, expected=48.000000 predicted=62.614980, expected=112.000000 predicted=64.030399, expected=52.000000 predicted=61.441246, expected=80.000000 predicted=83.596165, expected=28.000000 predicted=45.568187, expected=60.000000 predicted=60.599066, expected=36.000000 predicted=64.056428, expected=40.000000 predicted=49.421435, expected=76.000000 predicted=62.061457, expected=112.000000 predicted=67.903976, expected=52.000000 predicted=61.830938, expected=48.000000 predicted=50.164269, expected=60.000000 predicted=55.770474, expected=44.000000 predicted=64.870349, expected=56.000000 predicted=70.192699, expected=44.000000 predicted=48.902255, expected=76.000000 predicted=58.889622, expected=36.000000 predicted=50.599597, expected=68.000000 predicted=55.065124, expected=52.000000 predicted=53.744662, expected=28.000000 predicted=45.646419, expected=44.000000 predicted=51.442679, expected=28.000000 predicted=38.410075, expected=80.000000 predicted=61.164877, expected=36.000000 predicted=45.069168, expected=76.000000 predicted=51.188561, expected=28.000000 predicted=41.657825, expected=24.000000 predicted=37.631598, expected=60.000000 predicted=55.443322, expected=60.000000 predicted=51.270652, expected=64.000000 predicted=60.410634, expected=48.000000 predicted=42.566455, expected=28.000000 predicted=37.820258, expected=56.000000 predicted=53.432219, expected=24.000000 predicted=45.179788, expected=76.000000 predicted=58.336553, expected=24.000000 predicted=39.742603, expected=52.000000 predicted=42.606493, expected=28.000000 predicted=40.163148, expected=60.000000 predicted=45.330770, expected=64.000000 predicted=58.203704, expected=36.000000 predicted=40.306106, expected=40.000000 predicted=43.711730, expected=56.000000 predicted=44.984790, expected=44.000000 predicted=52.371513, expected=20.000000 predicted=41.560638, expected=36.000000 predicted=35.551490, expected=44.000000 predicted=41.419142, expected=28.000000 predicted=40.660246, expected=64.000000 predicted=44.614631, expected=48.000000 predicted=38.879433, expected=52.000000 predicted=45.856867, expected=56.000000 predicted=47.832067, expected=24.000000 predicted=38.128052, expected=48.000000 predicted=49.870634, expected=12.000000 predicted=35.219832, expected=32.000000 predicted=39.003846, expected=52.000000 predicted=43.056448, expected=72.000000 predicted=47.005325, expected=40.000000 predicted=43.626232, expected=44.000000 predicted=35.090795, expected=44.000000 predicted=42.299256, expected=20.000000 predicted=42.135816, expected=44.000000 predicted=47.948831, expected=36.000000 predicted=38.317558, expected=36.000000 predicted=39.388434, expected=40.000000 predicted=37.579098, expected=56.000000 predicted=39.526873, expected=28.000000 predicted=38.804440, expected=76.000000 predicted=49.423154, expected=40.000000 predicted=43.623824, expected=60.000000 predicted=50.971150, expected=68.000000 predicted=56.042638, expected=24.000000 predicted=41.997943, expected=40.000000 predicted=50.770092, expected=60.000000 predicted=48.761047, expected=12.000000 predicted=42.905507, expected=80.000000 predicted=56.072390, expected=56.000000 predicted=44.633740, expected=48.000000 predicted=50.043374, expected=36.000000 predicted=44.247752, expected=28.000000 predicted=34.166896, expected=48.000000 predicted=54.329258, expected=32.000000 predicted=43.147746, expected=24.000000 predicted=35.649752, expected=56.000000 predicted=39.469082, expected=32.000000 predicted=35.887022, expected=48.000000 predicted=43.306521, expected=44.000000 predicted=37.696995, expected=16.000000 predicted=30.984176, expected=28.000000 predicted=36.570658, expected=32.000000 predicted=32.607142, expected=40.000000 predicted=39.926529, expected=44.000000 predicted=37.977602, expected=36.000000 predicted=30.492324, expected=120.000000 predicted=60.727054, expected=16.000000 predicted=41.942897, expected=48.000000 predicted=45.883549, expected=80.000000 predicted=54.416256, expected=80.000000 predicted=68.513395, expected=44.000000 predicted=70.299635, expected=52.000000 predicted=43.353959, expected=28.000000 predicted=47.397165, expected=52.000000 predicted=60.015131, expected=64.000000 predicted=60.584172, expected=84.000000 predicted=60.792204, expected=8.000000 predicted=40.575774, expected=32.000000 predicted=35.456432, expected=40.000000 predicted=44.386966, expected=40.000000 predicted=51.113100, expected=40.000000 predicted=47.800445, expected=76.000000 predicted=40.962109, expected=84.000000 predicted=56.842688, expected=80.000000 predicted=62.093723, expected=28.000000 predicted=46.906255, expected=24.000000 predicted=42.889670, expected=36.000000 predicted=53.100579, expected=20.000000 predicted=49.245955, expected=128.000000 predicted=73.852701, expected=52.000000 predicted=49.283878, expected=40.000000 predicted=43.072676, expected=4.000000 predicted=28.620547, expected=20.000000 predicted=35.388564, expected=32.000000 predicted=58.890327, expected=20.000000 predicted=33.082221, expected=32.000000 predicted=28.051846, expected=64.000000 predicted=31.370764, expected=40.000000 predicted=35.348681, expected=20.000000 predicted=30.158611, expected=32.000000 predicted=28.434646, expected=48.000000 predicted=40.778839, expected=28.000000 predicted=42.856389, expected=56.000000 predicted=40.800918, expected=24.000000 predicted=29.736164, expected=44.000000 predicted=38.509265, expected=8.000000 predicted=30.410355, expected=60.000000 predicted=39.912653, expected=4.000000 predicted=31.852227, expected=16.000000 predicted=23.329649, expected=12.000000 predicted=22.297156, expected=36.000000 predicted=24.768474, expected=44.000000 predicted=38.326867, expected=32.000000 predicted=23.026546, expected=32.000000 predicted=25.631841, expected=24.000000 predicted=24.682381, expected=32.000000 predicted=33.518253, expected=24.000000 predicted=32.242285, expected=48.000000 predicted=35.410077, expected=8.000000 predicted=25.139275, expected=24.000000 predicted=24.404398, expected=32.000000 predicted=28.373331, expected=20.000000 predicted=26.572507, expected=32.000000 predicted=31.066292, expected=76.000000 predicted=36.709586, expected=48.000000 predicted=40.800822, expected=56.000000 predicted=43.590263, expected=56.000000 predicted=42.479840, expected=28.000000 predicted=42.765210, expected=56.000000 predicted=56.404542, expected=52.000000 predicted=50.267525, expected=48.000000 predicted=51.877219, expected=28.000000 predicted=41.874741, expected=8.000000 predicted=27.922023, expected=16.000000 predicted=33.177081, expected=20.000000 predicted=31.665642, expected=32.000000 predicted=32.038929, expected=28.000000 predicted=24.710592, expected=48.000000 predicted=26.831541, expected=32.000000 predicted=27.813126, expected=24.000000 predicted=27.054165, expected=16.000000 predicted=25.697016, expected=12.000000 predicted=23.631842, expected=40.000000 predicted=34.473516, expected=36.000000 predicted=31.189376, expected=52.000000 predicted=34.225344, expected=28.000000 predicted=26.947202, expected=20.000000 predicted=24.564860, expected=60.000000 predicted=42.134587, expected=12.000000 predicted=32.791424, expected=28.000000 predicted=34.541242, expected=52.000000 predicted=34.153573, expected=52.000000 predicted=40.647702, expected=44.000000 predicted=45.388806, expected=36.000000 predicted=30.978096, expected=44.000000 predicted=39.566088, expected=4.000000 predicted=34.189579, expected=28.000000 predicted=34.863902, expected=56.000000 predicted=41.065190, expected=56.000000 predicted=44.594855, expected=68.000000 predicted=48.169173, expected=24.000000 predicted=28.949794, expected=32.000000 predicted=36.515809, expected=28.000000 predicted=41.519376, expected=52.000000 predicted=49.223535, expected=80.000000 predicted=58.928908, expected=80.000000 predicted=53.377536, expected=40.000000 predicted=45.407834, expected=40.000000 predicted=42.538608, expected=32.000000 predicted=47.847843, expected=24.000000 predicted=50.826203, expected=32.000000 predicted=45.912788, expected=72.000000 predicted=47.374461, expected=48.000000 predicted=45.055453, expected=24.000000 predicted=33.707617, expected=40.000000 predicted=33.485913, expected=84.000000 predicted=55.025155, expected=44.000000 predicted=57.511588, expected=16.000000 predicted=36.444503, expected=52.000000 predicted=37.578845, expected=32.000000 predicted=43.484518, expected=16.000000 predicted=44.481214, expected=36.000000 predicted=32.882028, expected=20.000000 predicted=25.563334, expected=20.000000 predicted=31.847788, expected=32.000000 predicted=27.184680, expected=32.000000 predicted=26.462691, expected=44.000000 predicted=34.792937, expected=16.000000 predicted=23.538255, expected=20.000000 predicted=23.291540, expected=56.000000 predicted=36.924448, expected=16.000000 predicted=30.469395, expected=24.000000 predicted=29.819243, expected=32.000000 predicted=24.117036, expected=28.000000 predicted=29.251989, expected=28.000000 predicted=34.485335, expected=16.000000 predicted=20.290347, expected=28.000000 predicted=25.563712, expected=12.000000 predicted=23.040171, expected=24.000000 predicted=23.862960, expected=24.000000 predicted=23.132094, expected=68.000000 predicted=35.582125, expected=52.000000 predicted=38.698880, expected=44.000000 predicted=34.406388, expected=12.000000 predicted=26.908213, expected=16.000000 predicted=28.258342, expected=16.000000 predicted=36.458904, expected=44.000000 predicted=38.772919, expected=60.000000 predicted=41.442824, expected=12.000000 predicted=22.065621, expected=4.000000 predicted=15.998926, expected=20.000000 predicted=20.610447, expected=40.000000 predicted=37.082431, expected=32.000000 predicted=36.340855, expected=36.000000 predicted=23.748352, expected=64.000000 predicted=33.289216, expected=72.000000 predicted=47.270144, expected=32.000000 predicted=42.644659, expected=28.000000 predicted=35.620218, expected=48.000000 predicted=43.561103, expected=40.000000 predicted=51.039081, expected=52.000000 predicted=51.982745, expected=84.000000 predicted=52.073861, expected=20.000000 predicted=38.481191, expected=40.000000 predicted=43.384995, expected=52.000000 predicted=45.484212, expected=16.000000 predicted=42.763120, expected=36.000000 predicted=46.207671, expected=68.000000 predicted=40.932758, expected=44.000000 predicted=45.570567, expected=32.000000 predicted=40.379998, expected=40.000000 predicted=32.730019, expected=36.000000 predicted=40.782084, expected=16.000000 predicted=40.111164, expected=64.000000 predicted=43.917360, expected=20.000000 predicted=32.579390, expected=24.000000 predicted=32.622974, expected=36.000000 predicted=31.280404, expected=28.000000 predicted=29.746477, expected=32.000000 predicted=39.083651, expected=44.000000 predicted=30.969029, expected=16.000000 predicted=26.639422, expected=36.000000 predicted=32.549238, expected=40.000000 predicted=32.955033, expected=24.000000 predicted=31.891813, expected=8.000000 predicted=25.403329, expected=20.000000 predicted=20.259146, expected=8.000000 Test MSE: 597.613
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604])] predicted=78.656331, expected=104.000000 predicted=91.296160, expected=96.000000 predicted=91.900502, expected=92.000000 predicted=90.540086, expected=40.000000 predicted=76.239759, expected=56.000000 predicted=67.391051, expected=100.000000 predicted=83.455749, expected=72.000000 predicted=82.459231, expected=68.000000 predicted=75.016662, expected=112.000000 predicted=73.140116, expected=68.000000 predicted=77.679363, expected=76.000000 predicted=84.265074, expected=72.000000 predicted=73.248360, expected=68.000000 predicted=74.898364, expected=40.000000 predicted=72.081302, expected=80.000000 predicted=66.512701, expected=116.000000 predicted=81.862294, expected=68.000000 predicted=78.979356, expected=96.000000 predicted=79.062433, expected=36.000000 predicted=61.330720, expected=48.000000 predicted=68.417087, expected=56.000000 predicted=69.361475, expected=100.000000 predicted=73.426395, expected=44.000000 predicted=68.894973, expected=112.000000 predicted=67.997640, expected=100.000000 predicted=77.034975, expected=68.000000 predicted=79.891531, expected=72.000000 predicted=80.232722, expected=80.000000 predicted=72.064867, expected=124.000000 predicted=100.374184, expected=108.000000 predicted=99.537901, expected=100.000000 predicted=92.782658, expected=100.000000 predicted=92.759715, expected=96.000000 predicted=97.056027, expected=44.000000 predicted=91.152121, expected=72.000000 predicted=82.668889, expected=48.000000 predicted=72.837226, expected=60.000000 predicted=72.353975, expected=100.000000 predicted=76.640982, expected=92.000000 predicted=73.491725, expected=80.000000 predicted=78.633550, expected=92.000000 predicted=75.257490, expected=44.000000 predicted=70.360254, expected=68.000000 predicted=77.330881, expected=52.000000 predicted=68.667309, expected=96.000000 predicted=76.977561, expected=68.000000 predicted=74.865783, expected=48.000000 predicted=59.563106, expected=44.000000 predicted=56.595504, expected=60.000000 predicted=57.426738, expected=64.000000 predicted=68.326275, expected=104.000000 predicted=72.569734, expected=88.000000 predicted=72.036652, expected=96.000000 predicted=77.081907, expected=72.000000 predicted=76.102434, expected=64.000000 predicted=74.998354, expected=44.000000 predicted=73.422378, expected=40.000000 predicted=63.149261, expected=72.000000 predicted=67.546712, expected=48.000000 predicted=59.399808, expected=88.000000 predicted=65.032276, expected=56.000000 predicted=57.158314, expected=80.000000 predicted=63.896950, expected=64.000000 predicted=67.237568, expected=84.000000 predicted=69.684923, expected=52.000000 predicted=70.519560, expected=88.000000 predicted=70.133600, expected=44.000000 predicted=66.772456, expected=80.000000 predicted=68.760699, expected=108.000000 predicted=81.122604, expected=108.000000 predicted=85.807103, expected=84.000000 predicted=88.399568, expected=112.000000 predicted=84.839590, expected=104.000000 predicted=97.682607, expected=20.000000 predicted=83.055480, expected=4.000000 predicted=58.267522, expected=20.000000 predicted=45.219151, expected=12.000000 predicted=47.280017, expected=52.000000 predicted=47.602871, expected=96.000000 predicted=45.179352, expected=124.000000 predicted=65.142415, expected=84.000000 predicted=69.416978, expected=104.000000 predicted=73.711578, expected=88.000000 predicted=83.650534, expected=104.000000 predicted=100.001429, expected=92.000000 predicted=101.601808, expected=80.000000 predicted=89.050570, expected=104.000000 predicted=95.863230, expected=72.000000 predicted=87.439575, expected=84.000000 predicted=89.534081, expected=108.000000 predicted=91.588071, expected=88.000000 predicted=90.837330, expected=104.000000 predicted=97.365394, expected=100.000000 predicted=91.029211, expected=112.000000 predicted=100.449611, expected=88.000000 predicted=100.001916, expected=92.000000 predicted=94.042921, expected=84.000000 predicted=93.525878, expected=60.000000 predicted=84.843839, expected=76.000000 predicted=84.101866, expected=128.000000 predicted=93.831077, expected=184.000000 predicted=123.015942, expected=92.000000 predicted=109.930975, expected=92.000000 predicted=94.681637, expected=136.000000 predicted=107.400430, expected=60.000000 predicted=109.929430, expected=60.000000 predicted=104.702753, expected=96.000000 predicted=83.741774, expected=68.000000 predicted=84.853266, expected=88.000000 predicted=93.368564, expected=96.000000 predicted=78.310636, expected=100.000000 predicted=86.345554, expected=84.000000 predicted=90.414774, expected=116.000000 predicted=92.159969, expected=100.000000 predicted=97.885818, expected=120.000000 predicted=106.484661, expected=64.000000 predicted=92.604492, expected=84.000000 predicted=87.896864, expected=60.000000 predicted=84.930401, expected=44.000000 predicted=73.881819, expected=76.000000 predicted=77.241616, expected=88.000000 predicted=72.645754, expected=76.000000 predicted=78.021611, expected=36.000000 predicted=58.687687, expected=80.000000 predicted=61.190597, expected=52.000000 predicted=65.665421, expected=48.000000 predicted=64.982102, expected=40.000000 predicted=52.827970, expected=72.000000 predicted=53.305004, expected=92.000000 predicted=73.082076, expected=44.000000 predicted=59.605529, expected=104.000000 predicted=69.165502, expected=80.000000 predicted=70.025550, expected=100.000000 predicted=86.918013, expected=84.000000 predicted=85.705344, expected=160.000000 predicted=100.096111, expected=100.000000 predicted=109.853406, expected=96.000000 predicted=101.085158, expected=124.000000 predicted=106.819789, expected=76.000000 predicted=98.959738, expected=76.000000 predicted=105.764620, expected=48.000000 predicted=76.857090, expected=124.000000 predicted=93.278178, expected=80.000000 predicted=95.388629, expected=36.000000 predicted=70.359274, expected=52.000000 predicted=60.268396, expected=152.000000 predicted=85.553835, expected=88.000000 predicted=102.069049, expected=104.000000 predicted=93.117360, expected=80.000000 predicted=76.000340, expected=84.000000 predicted=84.161109, expected=40.000000 predicted=88.336333, expected=48.000000 predicted=66.714108, expected=68.000000 predicted=70.512921, expected=120.000000 predicted=83.698112, expected=152.000000 predicted=104.324150, expected=68.000000 predicted=83.069377, expected=76.000000 predicted=78.445645, expected=60.000000 predicted=75.415394, expected=64.000000 predicted=86.219363, expected=92.000000 predicted=94.099758, expected=120.000000 predicted=88.136954, expected=128.000000 predicted=100.555118, expected=72.000000 predicted=86.414486, expected=52.000000 predicted=74.678114, expected=88.000000 predicted=84.321927, expected=64.000000 predicted=87.097979, expected=100.000000 predicted=93.685456, expected=100.000000 predicted=83.798588, expected=108.000000 predicted=87.963051, expected=68.000000 predicted=85.876033, expected=44.000000 predicted=68.823475, expected=68.000000 predicted=75.556693, expected=80.000000 predicted=80.105102, expected=80.000000 predicted=82.845680, expected=120.000000 predicted=85.253872, expected=160.000000 predicted=102.248087, expected=52.000000 predicted=89.429006, expected=132.000000 predicted=101.311814, expected=84.000000 predicted=94.903574, expected=60.000000 predicted=97.418215, expected=72.000000 predicted=93.734615, expected=104.000000 predicted=80.475280, expected=96.000000 predicted=101.284320, expected=76.000000 predicted=83.951376, expected=44.000000 predicted=65.585860, expected=72.000000 predicted=70.522652, expected=72.000000 predicted=78.709175, expected=76.000000 predicted=78.347332, expected=96.000000 predicted=78.475197, expected=96.000000 predicted=77.421829, expected=116.000000 predicted=93.139247, expected=112.000000 predicted=97.141278, expected=80.000000 predicted=91.902363, expected=96.000000 predicted=95.536425, expected=100.000000 predicted=97.566179, expected=120.000000 predicted=109.772195, expected=128.000000 predicted=113.569500, expected=80.000000 predicted=96.774413, expected=84.000000 predicted=94.431802, expected=116.000000 predicted=101.997932, expected=72.000000 predicted=99.488513, expected=84.000000 predicted=96.202903, expected=140.000000 predicted=99.468743, expected=104.000000 predicted=103.427646, expected=140.000000 predicted=118.832537, expected=52.000000 predicted=87.432273, expected=60.000000 predicted=83.087225, expected=52.000000 predicted=83.552882, expected=52.000000 predicted=73.647794, expected=120.000000 predicted=94.646435, expected=140.000000 predicted=92.916247, expected=32.000000 predicted=73.760430, expected=60.000000 predicted=63.562500, expected=84.000000 predicted=69.980374, expected=64.000000 predicted=87.306849, expected=68.000000 predicted=83.899023, expected=68.000000 predicted=58.191802, expected=96.000000 predicted=75.605794, expected=52.000000 predicted=72.282681, expected=112.000000 predicted=80.389037, expected=132.000000 predicted=94.871536, expected=72.000000 predicted=89.110280, expected=92.000000 predicted=91.347149, expected=92.000000 predicted=82.663904, expected=136.000000 predicted=113.010683, expected=100.000000 predicted=111.169610, expected=136.000000 predicted=107.248644, expected=72.000000 predicted=97.515128, expected=76.000000 predicted=93.035321, expected=68.000000 predicted=92.782084, expected=56.000000 predicted=79.574405, expected=92.000000 predicted=90.502536, expected=80.000000 predicted=76.495831, expected=80.000000 predicted=78.415683, expected=64.000000 predicted=70.434730, expected=60.000000 predicted=65.844672, expected=96.000000 predicted=81.803720, expected=148.000000 predicted=100.493122, expected=128.000000 predicted=107.571156, expected=108.000000 predicted=100.971915, expected=88.000000 predicted=92.803161, expected=128.000000 predicted=111.649581, expected=48.000000 predicted=103.275848, expected=96.000000 predicted=99.216029, expected=84.000000 predicted=90.061246, expected=72.000000 predicted=85.327599, expected=60.000000 predicted=82.654611, expected=92.000000 predicted=72.151018, expected=56.000000 predicted=76.669400, expected=116.000000 predicted=86.953305, expected=112.000000 predicted=90.533752, expected=72.000000 predicted=83.394330, expected=116.000000 predicted=95.466040, expected=76.000000 predicted=83.316845, expected=28.000000 predicted=79.655833, expected=44.000000 predicted=66.951466, expected=84.000000 predicted=68.480135, expected=104.000000 predicted=90.362124, expected=52.000000 predicted=69.649538, expected=44.000000 predicted=50.453842, expected=52.000000 predicted=53.278171, expected=52.000000 predicted=63.527527, expected=44.000000 predicted=62.140772, expected=76.000000 predicted=56.875338, expected=96.000000 predicted=66.916005, expected=52.000000 predicted=63.084889, expected=52.000000 predicted=57.627904, expected=72.000000 predicted=59.857247, expected=72.000000 predicted=71.696911, expected=64.000000 predicted=72.929083, expected=100.000000 predicted=72.096714, expected=100.000000 predicted=79.836791, expected=76.000000 predicted=81.727985, expected=48.000000 predicted=69.367401, expected=48.000000 predicted=62.064933, expected=32.000000 predicted=61.721037, expected=40.000000 predicted=57.793099, expected=60.000000 predicted=55.050999, expected=132.000000 predicted=74.360956, expected=72.000000 predicted=71.226941, expected=84.000000 predicted=69.609633, expected=72.000000 predicted=67.552285, expected=80.000000 predicted=77.885921, expected=96.000000 predicted=96.500196, expected=104.000000 predicted=88.410067, expected=84.000000 predicted=88.114392, expected=64.000000 predicted=77.375197, expected=44.000000 predicted=68.610774, expected=52.000000 predicted=68.679057, expected=36.000000 predicted=62.301911, expected=44.000000 predicted=55.051252, expected=68.000000 predicted=55.668803, expected=80.000000 predicted=60.009969, expected=64.000000 predicted=61.295605, expected=76.000000 predicted=60.964818, expected=48.000000 predicted=57.187964, expected=72.000000 predicted=67.085894, expected=52.000000 predicted=64.339575, expected=156.000000 predicted=91.196990, expected=84.000000 predicted=88.731688, expected=68.000000 predicted=76.195799, expected=68.000000 predicted=73.180540, expected=64.000000 predicted=70.719595, expected=72.000000 predicted=92.133835, expected=96.000000 predicted=80.917113, expected=100.000000 predicted=83.545110, expected=88.000000 predicted=83.476909, expected=100.000000 predicted=85.964020, expected=96.000000 predicted=89.866864, expected=68.000000 predicted=87.847154, expected=48.000000 predicted=76.209465, expected=64.000000 predicted=71.699731, expected=160.000000 predicted=103.793279, expected=112.000000 predicted=105.033742, expected=100.000000 predicted=95.242930, expected=40.000000 predicted=68.947680, expected=88.000000 predicted=81.435512, expected=60.000000 predicted=94.899083, expected=112.000000 predicted=95.004666, expected=80.000000 predicted=85.940515, expected=116.000000 predicted=84.050458, expected=56.000000 predicted=81.496457, expected=52.000000 predicted=68.255844, expected=76.000000 predicted=80.565833, expected=68.000000 predicted=74.305528, expected=92.000000 predicted=86.823649, expected=84.000000 predicted=73.372209, expected=116.000000 predicted=85.043633, expected=76.000000 predicted=84.663975, expected=100.000000 predicted=87.442349, expected=88.000000 predicted=90.956300, expected=84.000000 predicted=88.884561, expected=64.000000 predicted=86.581355, expected=56.000000 predicted=70.921436, expected=68.000000 predicted=75.797352, expected=48.000000 predicted=66.716258, expected=88.000000 predicted=73.387084, expected=80.000000 predicted=71.246232, expected=84.000000 predicted=73.422330, expected=100.000000 predicted=81.463534, expected=116.000000 predicted=87.906993, expected=152.000000 predicted=113.849454, expected=60.000000 predicted=93.186196, expected=68.000000 predicted=84.746609, expected=76.000000 predicted=85.662115, expected=88.000000 predicted=94.775345, expected=76.000000 predicted=95.926227, expected=120.000000 predicted=86.115214, expected=192.000000 predicted=119.362043, expected=88.000000 predicted=108.111250, expected=72.000000 predicted=95.163873, expected=44.000000 predicted=75.631600, expected=80.000000 predicted=92.437676, expected=108.000000 predicted=113.961144, expected=140.000000 predicted=103.840963, expected=352.000000 predicted=177.792853, expected=232.000000 predicted=181.141688, expected=144.000000 predicted=162.192674, expected=248.000000 predicted=185.928028, expected=140.000000 predicted=180.804758, expected=300.000000 predicted=265.243407, expected=116.000000 predicted=192.896570, expected=96.000000 predicted=151.379215, expected=156.000000 predicted=163.832435, expected=120.000000 predicted=148.770563, expected=276.000000 predicted=212.345666, expected=164.000000 predicted=163.335962, expected=1412.000000 predicted=530.400833, expected=128.000000 predicted=675.222018, expected=208.000000 predicted=335.180112, expected=256.000000 predicted=348.858894, expected=80.000000 predicted=400.829248, expected=104.000000 predicted=592.486825, expected=68.000000 predicted=115.709838, expected=80.000000 predicted=120.529963, expected=236.000000 predicted=144.580846, expected=80.000000 predicted=126.122987, expected=56.000000 predicted=101.650404, expected=88.000000 predicted=81.540035, expected=136.000000 predicted=109.817513, expected=68.000000 predicted=117.636957, expected=120.000000 predicted=92.503416, expected=88.000000 predicted=91.278439, expected=76.000000 predicted=94.719797, expected=56.000000 predicted=84.431708, expected=48.000000 predicted=68.354106, expected=104.000000 predicted=79.941205, expected=64.000000 predicted=77.261838, expected=44.000000 predicted=65.712434, expected=84.000000 predicted=62.156994, expected=92.000000 predicted=74.864379, expected=96.000000 predicted=87.542438, expected=52.000000 predicted=73.283087, expected=64.000000 predicted=66.462277, expected=72.000000 predicted=72.162205, expected=100.000000 predicted=81.996022, expected=84.000000 predicted=83.492673, expected=96.000000 predicted=81.181355, expected=52.000000 predicted=76.187142, expected=60.000000 predicted=71.385317, expected=72.000000 predicted=72.695822, expected=76.000000 predicted=74.520327, expected=84.000000 predicted=76.629026, expected=68.000000 predicted=70.367967, expected=104.000000 predicted=78.499182, expected=112.000000 predicted=90.637868, expected=76.000000 predicted=90.827964, expected=72.000000 predicted=82.697644, expected=48.000000 predicted=72.404238, expected=72.000000 predicted=75.310442, expected=80.000000 predicted=76.836215, expected=44.000000 predicted=66.867948, expected=60.000000 predicted=59.852154, expected=80.000000 predicted=62.686887, expected=132.000000 predicted=85.555588, expected=148.000000 predicted=104.894728, expected=132.000000 predicted=111.153983, expected=100.000000 predicted=109.562846, expected=80.000000 predicted=103.650219, expected=76.000000 predicted=101.374911, expected=92.000000 predicted=99.749489, expected=104.000000 predicted=98.940964, expected=40.000000 predicted=82.004389, expected=76.000000 predicted=71.945387, expected=120.000000 predicted=84.117001, expected=100.000000 predicted=97.486664, expected=100.000000 predicted=95.365315, expected=64.000000 predicted=80.339769, expected=68.000000 predicted=81.092384, expected=40.000000 Test MSE: 6743.023
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387])] predicted=96.184319, expected=144.000000 predicted=110.812997, expected=144.000000 predicted=110.798761, expected=96.000000 predicted=106.822161, expected=56.000000 predicted=90.083431, expected=68.000000 predicted=99.465205, expected=104.000000 predicted=113.779249, expected=216.000000 predicted=146.671271, expected=208.000000 predicted=136.998235, expected=172.000000 predicted=123.215125, expected=108.000000 predicted=116.796105, expected=100.000000 predicted=128.598498, expected=88.000000 predicted=151.603694, expected=96.000000 predicted=140.008649, expected=92.000000 predicted=119.889873, expected=200.000000 predicted=135.303310, expected=96.000000 predicted=104.472630, expected=120.000000 predicted=107.368898, expected=64.000000 predicted=97.314012, expected=124.000000 predicted=112.526065, expected=40.000000 predicted=113.870392, expected=96.000000 predicted=91.382073, expected=132.000000 predicted=113.165260, expected=188.000000 predicted=116.615477, expected=84.000000 predicted=105.699554, expected=64.000000 predicted=74.442726, expected=88.000000 predicted=103.339441, expected=108.000000 predicted=116.118885, expected=104.000000 predicted=124.624006, expected=76.000000 predicted=82.702056, expected=132.000000 predicted=97.536441, expected=60.000000 predicted=84.679312, expected=96.000000 predicted=97.275943, expected=56.000000 predicted=85.216840, expected=152.000000 predicted=104.167872, expected=216.000000 predicted=148.448053, expected=132.000000 predicted=104.776224, expected=68.000000 predicted=98.097479, expected=36.000000 predicted=80.423035, expected=112.000000 predicted=128.923856, expected=156.000000 predicted=154.013721, expected=136.000000 predicted=117.087044, expected=128.000000 predicted=100.191187, expected=92.000000 predicted=88.034796, expected=80.000000 predicted=107.063882, expected=64.000000 predicted=110.141443, expected=72.000000 predicted=99.700840, expected=124.000000 predicted=110.439509, expected=100.000000 predicted=91.828983, expected=148.000000 predicted=104.859198, expected=88.000000 predicted=88.003196, expected=72.000000 predicted=84.771974, expected=88.000000 predicted=106.224660, expected=148.000000 predicted=117.556728, expected=80.000000 predicted=107.274459, expected=136.000000 predicted=105.304909, expected=144.000000 predicted=112.363521, expected=56.000000 predicted=88.122368, expected=92.000000 predicted=113.914526, expected=104.000000 predicted=100.269596, expected=92.000000 predicted=107.923165, expected=52.000000 predicted=92.245521, expected=144.000000 predicted=96.458307, expected=104.000000 predicted=99.012274, expected=84.000000 predicted=92.101002, expected=64.000000 predicted=84.680672, expected=128.000000 predicted=94.728220, expected=24.000000 predicted=87.065175, expected=40.000000 predicted=70.682186, expected=212.000000 predicted=124.680701, expected=168.000000 predicted=109.233665, expected=100.000000 predicted=106.885874, expected=52.000000 predicted=70.136950, expected=76.000000 predicted=86.463352, expected=72.000000 predicted=128.740909, expected=80.000000 predicted=106.234682, expected=64.000000 predicted=77.501216, expected=132.000000 predicted=86.537147, expected=132.000000 predicted=98.729932, expected=100.000000 predicted=88.685381, expected=72.000000 predicted=86.297690, expected=92.000000 predicted=90.109586, expected=64.000000 predicted=98.278048, expected=124.000000 predicted=112.590656, expected=200.000000 predicted=131.478154, expected=132.000000 predicted=104.756720, expected=144.000000 predicted=120.429771, expected=32.000000 predicted=82.819835, expected=92.000000 predicted=115.076899, expected=96.000000 predicted=135.407757, expected=84.000000 predicted=99.717698, expected=180.000000 predicted=134.191109, expected=64.000000 predicted=68.953260, expected=64.000000 predicted=84.455207, expected=92.000000 predicted=99.006646, expected=60.000000 predicted=81.678940, expected=56.000000 predicted=100.103835, expected=88.000000 predicted=74.515616, expected=112.000000 predicted=83.877020, expected=96.000000 predicted=87.510230, expected=136.000000 predicted=94.553122, expected=68.000000 predicted=77.097507, expected=100.000000 predicted=96.375628, expected=60.000000 predicted=91.918246, expected=104.000000 predicted=96.744588, expected=128.000000 predicted=116.556827, expected=60.000000 predicted=73.508501, expected=108.000000 predicted=98.032704, expected=68.000000 predicted=77.836099, expected=100.000000 predicted=97.481552, expected=60.000000 predicted=90.594947, expected=76.000000 predicted=72.925009, expected=212.000000 predicted=134.011135, expected=208.000000 predicted=129.778080, expected=96.000000 predicted=105.851964, expected=108.000000 predicted=105.944991, expected=88.000000 predicted=111.123793, expected=100.000000 predicted=145.531943, expected=156.000000 predicted=154.172142, expected=140.000000 predicted=115.990223, expected=188.000000 predicted=138.087519, expected=60.000000 predicted=96.940697, expected=96.000000 predicted=110.313696, expected=104.000000 predicted=130.575166, expected=100.000000 predicted=117.170835, expected=168.000000 predicted=147.566836, expected=136.000000 predicted=104.573909, expected=156.000000 predicted=124.872160, expected=116.000000 predicted=120.186263, expected=152.000000 predicted=132.916573, expected=104.000000 predicted=137.573345, expected=80.000000 predicted=114.967444, expected=188.000000 predicted=154.119781, expected=172.000000 predicted=141.093007, expected=120.000000 predicted=132.010654, expected=84.000000 predicted=108.585299, expected=72.000000 predicted=100.569815, expected=64.000000 predicted=122.163335, expected=92.000000 predicted=116.301926, expected=80.000000 predicted=92.152101, expected=152.000000 predicted=104.403342, expected=128.000000 predicted=99.102706, expected=60.000000 predicted=76.445927, expected=48.000000 predicted=81.335686, expected=80.000000 predicted=88.866442, expected=104.000000 predicted=112.311530, expected=96.000000 predicted=97.076871, expected=216.000000 predicted=120.309657, expected=124.000000 predicted=98.281095, expected=80.000000 predicted=94.512911, expected=76.000000 predicted=104.475199, expected=52.000000 predicted=93.074194, expected=68.000000 predicted=121.798672, expected=104.000000 predicted=99.737556, expected=168.000000 predicted=108.817219, expected=176.000000 predicted=116.450303, expected=76.000000 predicted=82.115601, expected=72.000000 predicted=89.190889, expected=60.000000 predicted=98.212041, expected=88.000000 predicted=118.591401, expected=132.000000 predicted=127.959172, expected=172.000000 predicted=112.664189, expected=164.000000 predicted=115.382121, expected=64.000000 predicted=84.088417, expected=108.000000 predicted=109.867831, expected=96.000000 predicted=121.248926, expected=92.000000 predicted=123.547414, expected=172.000000 predicted=143.003445, expected=100.000000 predicted=93.389877, expected=112.000000 predicted=109.351943, expected=48.000000 predicted=87.317343, expected=92.000000 predicted=98.572744, expected=92.000000 predicted=118.691477, expected=80.000000 predicted=88.051186, expected=132.000000 predicted=107.151769, expected=192.000000 predicted=115.451683, expected=148.000000 predicted=120.132035, expected=68.000000 predicted=95.044364, expected=76.000000 predicted=97.124279, expected=44.000000 predicted=100.947456, expected=68.000000 predicted=115.063770, expected=124.000000 predicted=113.762144, expected=148.000000 predicted=99.193185, expected=124.000000 predicted=96.786568, expected=92.000000 predicted=81.797027, expected=100.000000 predicted=96.949015, expected=64.000000 predicted=101.477225, expected=64.000000 predicted=101.712583, expected=156.000000 predicted=122.918899, expected=148.000000 predicted=113.517403, expected=120.000000 predicted=106.438176, expected=176.000000 predicted=121.028044, expected=84.000000 predicted=98.630005, expected=104.000000 predicted=129.127285, expected=56.000000 predicted=108.400931, expected=56.000000 predicted=93.536128, expected=160.000000 predicted=139.947434, expected=220.000000 predicted=136.922854, expected=56.000000 predicted=88.531260, expected=108.000000 predicted=92.219514, expected=56.000000 predicted=84.551460, expected=84.000000 predicted=119.523517, expected=144.000000 predicted=148.894527, expected=100.000000 predicted=84.715059, expected=124.000000 predicted=107.411227, expected=104.000000 predicted=90.711719, expected=104.000000 predicted=102.171923, expected=60.000000 predicted=102.858360, expected=72.000000 predicted=89.996063, expected=88.000000 predicted=100.301843, expected=192.000000 predicted=128.876353, expected=152.000000 predicted=119.516236, expected=80.000000 predicted=83.696272, expected=68.000000 predicted=87.081959, expected=96.000000 predicted=105.514365, expected=56.000000 predicted=116.568093, expected=84.000000 predicted=103.263969, expected=172.000000 predicted=112.244005, expected=92.000000 predicted=86.375000, expected=84.000000 predicted=90.126776, expected=96.000000 predicted=86.911933, expected=84.000000 predicted=94.324436, expected=88.000000 predicted=116.254030, expected=128.000000 predicted=103.695339, expected=180.000000 predicted=122.936822, expected=128.000000 predicted=113.032846, expected=68.000000 predicted=90.264300, expected=68.000000 predicted=93.450361, expected=68.000000 predicted=104.508185, expected=76.000000 predicted=114.363392, expected=76.000000 predicted=91.374123, expected=132.000000 predicted=91.977801, expected=88.000000 predicted=80.606204, expected=92.000000 predicted=82.628902, expected=64.000000 predicted=78.148490, expected=84.000000 predicted=85.309667, expected=80.000000 predicted=98.678532, expected=144.000000 predicted=105.683051, expected=172.000000 predicted=120.531102, expected=120.000000 predicted=98.899087, expected=88.000000 predicted=96.974718, expected=88.000000 predicted=99.625335, expected=96.000000 predicted=120.754941, expected=52.000000 predicted=106.717305, expected=156.000000 predicted=121.302663, expected=72.000000 predicted=85.905456, expected=104.000000 predicted=93.470894, expected=128.000000 predicted=107.720507, expected=140.000000 predicted=103.332186, expected=124.000000 predicted=129.360980, expected=136.000000 predicted=110.033208, expected=120.000000 predicted=118.481319, expected=120.000000 predicted=125.792816, expected=36.000000 predicted=98.135371, expected=92.000000 predicted=106.747085, expected=36.000000 predicted=88.915933, expected=76.000000 predicted=89.192949, expected=160.000000 predicted=116.663137, expected=112.000000 predicted=79.697685, expected=72.000000 predicted=82.708659, expected=84.000000 predicted=73.891893, expected=84.000000 predicted=90.359786, expected=48.000000 predicted=98.195325, expected=136.000000 predicted=108.461126, expected=140.000000 predicted=102.004225, expected=116.000000 predicted=99.074140, expected=96.000000 predicted=94.316486, expected=92.000000 predicted=86.717785, expected=84.000000 predicted=110.762500, expected=84.000000 predicted=107.354891, expected=104.000000 predicted=103.835743, expected=128.000000 predicted=106.142894, expected=132.000000 predicted=108.207885, expected=104.000000 predicted=98.479754, expected=64.000000 predicted=86.042645, expected=120.000000 predicted=111.586002, expected=60.000000 predicted=97.994014, expected=104.000000 predicted=107.724407, expected=204.000000 predicted=135.465360, expected=168.000000 predicted=118.467041, expected=108.000000 predicted=116.325125, expected=76.000000 predicted=90.532408, expected=108.000000 predicted=118.588149, expected=72.000000 predicted=131.663071, expected=128.000000 predicted=130.612246, expected=88.000000 predicted=97.325115, expected=124.000000 predicted=99.410205, expected=48.000000 predicted=84.770011, expected=84.000000 predicted=83.555100, expected=124.000000 predicted=115.457257, expected=88.000000 predicted=90.254990, expected=84.000000 predicted=96.463637, expected=120.000000 predicted=88.279899, expected=152.000000 predicted=115.241726, expected=100.000000 predicted=110.285460, expected=56.000000 predicted=82.713644, expected=108.000000 predicted=100.792000, expected=84.000000 predicted=104.056207, expected=140.000000 predicted=127.635022, expected=140.000000 predicted=113.054108, expected=100.000000 predicted=89.158266, expected=72.000000 predicted=96.468096, expected=80.000000 predicted=92.502076, expected=44.000000 predicted=94.140358, expected=96.000000 predicted=104.851139, expected=116.000000 predicted=98.390307, expected=144.000000 predicted=100.714071, expected=128.000000 predicted=101.685699, expected=72.000000 predicted=75.699263, expected=36.000000 predicted=79.833631, expected=88.000000 predicted=101.775945, expected=92.000000 predicted=108.405655, expected=164.000000 predicted=123.810084, expected=212.000000 predicted=128.559293, expected=96.000000 predicted=85.267279, expected=96.000000 predicted=103.928244, expected=52.000000 predicted=94.252824, expected=24.000000 predicted=100.838914, expected=68.000000 predicted=118.635581, expected=148.000000 predicted=106.407226, expected=228.000000 predicted=137.911818, expected=132.000000 predicted=96.451555, expected=48.000000 predicted=62.421089, expected=60.000000 predicted=86.371737, expected=120.000000 predicted=133.966659, expected=84.000000 predicted=136.859133, expected=216.000000 predicted=146.170721, expected=128.000000 predicted=96.928938, expected=112.000000 predicted=97.799097, expected=96.000000 predicted=115.088584, expected=16.000000 predicted=76.623441, expected=84.000000 predicted=132.410874, expected=180.000000 predicted=135.582984, expected=104.000000 predicted=103.829548, expected=100.000000 predicted=93.217669, expected=104.000000 predicted=76.175332, expected=60.000000 predicted=87.744359, expected=144.000000 predicted=142.294849, expected=96.000000 predicted=101.360826, expected=168.000000 predicted=124.054262, expected=148.000000 predicted=122.721131, expected=296.000000 predicted=168.230927, expected=108.000000 predicted=140.041583, expected=112.000000 predicted=121.408146, expected=76.000000 predicted=136.245180, expected=80.000000 predicted=127.288615, expected=52.000000 predicted=151.178445, expected=120.000000 predicted=104.968329, expected=124.000000 predicted=109.091957, expected=96.000000 predicted=87.204202, expected=44.000000 predicted=70.063776, expected=76.000000 predicted=73.348120, expected=76.000000 predicted=95.984172, expected=60.000000 predicted=86.218118, expected=84.000000 predicted=81.885970, expected=188.000000 predicted=106.049425, expected=148.000000 predicted=110.082287, expected=120.000000 predicted=101.267683, expected=104.000000 predicted=96.096094, expected=84.000000 predicted=100.681745, expected=108.000000 predicted=138.698893, expected=88.000000 predicted=114.382704, expected=116.000000 predicted=111.505830, expected=124.000000 predicted=110.286249, expected=124.000000 predicted=105.483326, expected=92.000000 predicted=102.725548, expected=60.000000 predicted=84.349761, expected=108.000000 predicted=109.219075, expected=92.000000 predicted=105.915410, expected=208.000000 predicted=144.599851, expected=148.000000 predicted=120.034914, expected=112.000000 predicted=98.082799, expected=96.000000 predicted=111.546334, expected=72.000000 predicted=100.030079, expected=48.000000 predicted=121.533267, expected=152.000000 predicted=132.183450, expected=148.000000 predicted=121.691096, expected=96.000000 predicted=96.298448, expected=68.000000 predicted=78.964566, expected=68.000000 predicted=75.136915, expected=68.000000 predicted=106.811281, expected=60.000000 predicted=95.679847, expected=124.000000 predicted=98.176352, expected=140.000000 predicted=98.683518, expected=196.000000 predicted=122.913334, expected=84.000000 predicted=89.584503, expected=84.000000 predicted=87.018384, expected=96.000000 predicted=115.901876, expected=88.000000 predicted=115.854135, expected=88.000000 predicted=125.983175, expected=128.000000 predicted=101.798449, expected=116.000000 predicted=100.701626, expected=64.000000 predicted=85.315015, expected=96.000000 predicted=93.194210, expected=88.000000 predicted=93.111175, expected=144.000000 predicted=124.045474, expected=112.000000 predicted=109.642283, expected=208.000000 predicted=128.857012, expected=88.000000 predicted=105.237043, expected=80.000000 predicted=95.630724, expected=96.000000 predicted=121.490485, expected=116.000000 predicted=117.365307, expected=60.000000 predicted=122.292344, expected=116.000000 predicted=97.223261, expected=148.000000 predicted=111.454488, expected=152.000000 predicted=120.437390, expected=72.000000 predicted=98.859139, expected=104.000000 predicted=91.949105, expected=80.000000 predicted=105.462803, expected=112.000000 predicted=122.225882, expected=44.000000 predicted=95.935979, expected=120.000000 predicted=92.187471, expected=68.000000 predicted=88.535925, expected=80.000000 predicted=79.890614, expected=176.000000 predicted=127.067464, expected=208.000000 predicted=124.494344, expected=176.000000 predicted=142.579713, expected=116.000000 predicted=108.496867, expected=96.000000 predicted=109.676695, expected=104.000000 predicted=143.420445, expected=88.000000 predicted=141.277293, expected=76.000000 predicted=117.933993, expected=80.000000 predicted=95.768189, expected=168.000000 predicted=121.420288, expected=104.000000 predicted=104.549679, expected=84.000000 predicted=88.836820, expected=112.000000 predicted=98.899977, expected=76.000000 predicted=89.625153, expected=76.000000 Test MSE: 1780.656
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338])] predicted=21.140157, expected=12.000000 predicted=19.970110, expected=16.000000 predicted=20.996730, expected=12.000000 predicted=18.996298, expected=8.000000 predicted=20.539333, expected=24.000000 predicted=20.307604, expected=44.000000 predicted=22.437646, expected=8.000000 predicted=15.034213, expected=28.000000 predicted=23.098817, expected=12.000000 predicted=17.362228, expected=36.000000 predicted=27.986818, expected=36.000000 predicted=28.486615, expected=36.000000 predicted=26.371475, expected=36.000000 predicted=31.189342, expected=8.000000 predicted=22.879214, expected=20.000000 predicted=29.125582, expected=32.000000 predicted=28.889234, expected=8.000000 predicted=20.713735, expected=24.000000 predicted=23.693364, expected=12.000000 predicted=15.010377, expected=12.000000 predicted=17.696715, expected=8.000000 predicted=15.397739, expected=12.000000 predicted=12.508391, expected=8.000000 predicted=12.202322, expected=4.000000 predicted=8.614974, expected=12.000000 predicted=10.060851, expected=16.000000 predicted=10.457011, expected=20.000000 predicted=13.006648, expected=12.000000 predicted=11.267515, expected=8.000000 predicted=11.046733, expected=12.000000 predicted=13.189061, expected=12.000000 predicted=13.044559, expected=4.000000 predicted=10.386158, expected=20.000000 predicted=13.197415, expected=12.000000 predicted=10.323976, expected=12.000000 predicted=12.198394, expected=16.000000 predicted=13.027871, expected=16.000000 predicted=12.998103, expected=4.000000 predicted=11.891577, expected=12.000000 predicted=12.512995, expected=4.000000 predicted=9.131585, expected=8.000000 predicted=10.336919, expected=12.000000 predicted=9.860553, expected=8.000000 predicted=7.427269, expected=20.000000 predicted=12.404570, expected=16.000000 predicted=10.936415, expected=12.000000 predicted=12.265460, expected=16.000000 predicted=14.267799, expected=12.000000 predicted=13.042290, expected=12.000000 predicted=14.607807, expected=12.000000 predicted=13.139291, expected=8.000000 predicted=11.205300, expected=4.000000 predicted=9.884630, expected=12.000000 predicted=10.615901, expected=8.000000 predicted=8.759821, expected=8.000000 predicted=8.773978, expected=16.000000 predicted=10.272135, expected=12.000000 predicted=9.464676, expected=4.000000 predicted=9.043606, expected=4.000000 predicted=8.072969, expected=4.000000 predicted=7.287491, expected=8.000000 predicted=8.418827, expected=8.000000 predicted=6.850352, expected=8.000000 predicted=6.043177, expected=12.000000 predicted=7.786846, expected=12.000000 predicted=8.627026, expected=4.000000 predicted=7.608341, expected=4.000000 predicted=7.554332, expected=16.000000 predicted=10.412048, expected=8.000000 predicted=8.526373, expected=16.000000 predicted=11.361848, expected=12.000000 predicted=9.392419, expected=16.000000 predicted=12.329187, expected=8.000000 predicted=11.655838, expected=8.000000 predicted=10.856865, expected=8.000000 predicted=10.946999, expected=4.000000 predicted=8.488502, expected=28.000000 predicted=15.187470, expected=4.000000 predicted=7.408140, expected=8.000000 predicted=10.485507, expected=4.000000 predicted=8.001622, expected=8.000000 predicted=9.085861, expected=12.000000 predicted=11.574966, expected=12.000000 predicted=8.108765, expected=8.000000 predicted=8.281119, expected=12.000000 predicted=9.537879, expected=20.000000 predicted=12.888958, expected=24.000000 predicted=15.606264, expected=16.000000 predicted=14.782646, expected=32.000000 predicted=20.626026, expected=24.000000 predicted=20.361243, expected=20.000000 predicted=22.294475, expected=16.000000 predicted=21.118211, expected=16.000000 predicted=19.831374, expected=8.000000 predicted=18.043786, expected=12.000000 predicted=16.116388, expected=16.000000 predicted=14.976467, expected=12.000000 predicted=12.952209, expected=16.000000 predicted=13.983187, expected=20.000000 predicted=14.402431, expected=24.000000 predicted=17.388052, expected=16.000000 predicted=16.621391, expected=28.000000 predicted=20.720979, expected=28.000000 predicted=22.051110, expected=4.000000 predicted=17.003485, expected=4.000000 predicted=16.427844, expected=12.000000 predicted=14.925255, expected=32.000000 predicted=20.810404, expected=32.000000 predicted=20.322123, expected=20.000000 predicted=16.577524, expected=12.000000 predicted=16.934850, expected=12.000000 predicted=18.596679, expected=4.000000 predicted=16.943463, expected=24.000000 predicted=19.882486, expected=32.000000 predicted=19.081455, expected=20.000000 predicted=16.767635, expected=28.000000 predicted=21.200288, expected=24.000000 predicted=20.785762, expected=8.000000 predicted=20.249260, expected=16.000000 predicted=21.788822, expected=36.000000 predicted=24.163119, expected=20.000000 predicted=20.904443, expected=12.000000 predicted=18.763002, expected=8.000000 predicted=14.855297, expected=16.000000 predicted=17.936546, expected=12.000000 predicted=17.147583, expected=4.000000 predicted=11.079433, expected=8.000000 predicted=10.053088, expected=12.000000 predicted=10.044117, expected=4.000000 predicted=8.452199, expected=16.000000 predicted=10.961477, expected=8.000000 predicted=7.506556, expected=28.000000 predicted=15.451528, expected=40.000000 predicted=20.467183, expected=60.000000 predicted=30.289416, expected=20.000000 predicted=24.763365, expected=28.000000 predicted=30.507151, expected=20.000000 predicted=29.820561, expected=32.000000 predicted=34.142023, expected=12.000000 predicted=26.900708, expected=64.000000 predicted=35.923643, expected=68.000000 predicted=40.062425, expected=20.000000 predicted=31.085299, expected=44.000000 predicted=42.447777, expected=16.000000 predicted=30.754665, expected=68.000000 predicted=53.195307, expected=24.000000 predicted=36.694824, expected=48.000000 predicted=38.926698, expected=52.000000 predicted=42.999813, expected=28.000000 predicted=35.922275, expected=16.000000 predicted=37.908349, expected=8.000000 predicted=25.987928, expected=32.000000 predicted=32.587508, expected=24.000000 predicted=26.669672, expected=36.000000 predicted=26.391596, expected=40.000000 predicted=27.239251, expected=40.000000 predicted=30.240697, expected=40.000000 predicted=35.826433, expected=20.000000 predicted=30.348135, expected=20.000000 predicted=31.393687, expected=16.000000 predicted=27.687893, expected=28.000000 predicted=28.439803, expected=20.000000 predicted=23.640781, expected=24.000000 predicted=21.897501, expected=12.000000 predicted=18.303896, expected=16.000000 predicted=18.971628, expected=20.000000 predicted=20.304139, expected=36.000000 predicted=23.716412, expected=8.000000 predicted=16.729864, expected=12.000000 predicted=16.938174, expected=20.000000 predicted=18.727534, expected=16.000000 predicted=17.982712, expected=4.000000 predicted=14.928127, expected=4.000000 predicted=9.708935, expected=12.000000 predicted=11.549312, expected=4.000000 predicted=9.080641, expected=24.000000 predicted=13.506105, expected=12.000000 predicted=9.109956, expected=12.000000 predicted=11.253187, expected=4.000000 predicted=9.960434, expected=16.000000 predicted=12.563936, expected=12.000000 predicted=13.186823, expected=12.000000 predicted=11.449411, expected=36.000000 predicted=18.748845, expected=12.000000 predicted=13.023592, expected=4.000000 predicted=13.981032, expected=8.000000 predicted=13.177728, expected=4.000000 predicted=11.042713, expected=4.000000 predicted=11.485590, expected=12.000000 predicted=8.343036, expected=20.000000 predicted=10.022896, expected=12.000000 predicted=9.712973, expected=4.000000 predicted=8.140160, expected=12.000000 predicted=10.789887, expected=20.000000 predicted=14.162336, expected=20.000000 predicted=15.460727, expected=4.000000 predicted=10.298765, expected=4.000000 predicted=9.604180, expected=8.000000 predicted=10.856038, expected=4.000000 predicted=9.295773, expected=4.000000 predicted=7.450454, expected=16.000000 predicted=8.111411, expected=4.000000 predicted=5.415200, expected=4.000000 predicted=6.511412, expected=8.000000 predicted=6.701706, expected=12.000000 predicted=8.274704, expected=4.000000 predicted=7.398564, expected=16.000000 predicted=9.376240, expected=8.000000 predicted=7.716417, expected=28.000000 predicted=15.309686, expected=16.000000 predicted=13.341499, expected=12.000000 predicted=13.280104, expected=4.000000 predicted=12.415683, expected=4.000000 predicted=10.656248, expected=4.000000 predicted=10.976323, expected=16.000000 predicted=10.868083, expected=4.000000 predicted=6.385007, expected=16.000000 predicted=9.455823, expected=40.000000 predicted=17.646982, expected=4.000000 predicted=10.432295, expected=20.000000 predicted=18.332015, expected=36.000000 predicted=21.406762, expected=12.000000 predicted=18.620871, expected=52.000000 predicted=33.123002, expected=24.000000 predicted=21.775301, expected=24.000000 predicted=27.839453, expected=12.000000 predicted=24.495035, expected=12.000000 predicted=20.826793, expected=12.000000 predicted=22.437163, expected=12.000000 predicted=15.721846, expected=8.000000 predicted=12.864023, expected=20.000000 predicted=13.984936, expected=12.000000 predicted=11.981884, expected=36.000000 predicted=20.005253, expected=8.000000 predicted=13.379053, expected=16.000000 predicted=16.913377, expected=48.000000 predicted=27.081612, expected=40.000000 predicted=27.105167, expected=20.000000 predicted=27.028107, expected=8.000000 predicted=20.356749, expected=32.000000 predicted=28.258985, expected=16.000000 predicted=25.615252, expected=4.000000 predicted=18.627661, expected=12.000000 predicted=15.368979, expected=12.000000 predicted=13.088807, expected=4.000000 predicted=12.495140, expected=40.000000 predicted=19.425394, expected=16.000000 predicted=12.856075, expected=20.000000 predicted=18.224437, expected=16.000000 predicted=17.073644, expected=28.000000 predicted=21.239296, expected=20.000000 predicted=23.087368, expected=16.000000 predicted=18.753713, expected=12.000000 predicted=17.643226, expected=16.000000 predicted=17.672505, expected=32.000000 predicted=22.851910, expected=28.000000 predicted=21.211547, expected=4.000000 predicted=15.371323, expected=12.000000 predicted=16.973179, expected=4.000000 predicted=13.670209, expected=8.000000 predicted=14.663329, expected=32.000000 predicted=18.205255, expected=4.000000 predicted=8.102426, expected=8.000000 predicted=11.616209, expected=20.000000 predicted=13.283301, expected=8.000000 predicted=11.689389, expected=12.000000 predicted=14.879786, expected=8.000000 predicted=9.076146, expected=8.000000 predicted=10.176606, expected=28.000000 predicted=16.653281, expected=4.000000 predicted=9.006950, expected=4.000000 predicted=10.326932, expected=12.000000 predicted=10.673840, expected=8.000000 predicted=9.820788, expected=12.000000 predicted=12.293282, expected=8.000000 predicted=7.489986, expected=4.000000 predicted=7.167833, expected=12.000000 predicted=9.981896, expected=20.000000 predicted=11.779341, expected=4.000000 predicted=8.598753, expected=16.000000 predicted=11.900819, expected=12.000000 predicted=10.529995, expected=8.000000 predicted=11.424457, expected=8.000000 predicted=11.189116, expected=16.000000 predicted=11.209058, expected=12.000000 predicted=11.801675, expected=8.000000 predicted=10.284402, expected=24.000000 predicted=14.427117, expected=4.000000 predicted=9.719350, expected=12.000000 predicted=13.381085, expected=8.000000 predicted=10.371770, expected=12.000000 predicted=11.444091, expected=4.000000 predicted=9.898833, expected=4.000000 predicted=6.813901, expected=16.000000 predicted=10.526463, expected=8.000000 predicted=7.978809, expected=20.000000 predicted=12.483824, expected=28.000000 predicted=14.773281, expected=4.000000 predicted=10.836294, expected=4.000000 predicted=12.625466, expected=8.000000 predicted=11.094863, expected=24.000000 predicted=16.480075, expected=12.000000 predicted=13.051478, expected=12.000000 predicted=10.818398, expected=28.000000 predicted=16.301343, expected=20.000000 predicted=16.668455, expected=4.000000 predicted=15.009451, expected=12.000000 predicted=14.610385, expected=40.000000 predicted=22.270518, expected=36.000000 predicted=24.503714, expected=12.000000 predicted=18.931447, expected=28.000000 predicted=23.033987, expected=12.000000 predicted=20.268589, expected=20.000000 predicted=25.314045, expected=16.000000 predicted=20.219968, expected=16.000000 predicted=16.982238, expected=28.000000 predicted=21.663580, expected=16.000000 predicted=16.793847, expected=12.000000 predicted=17.424877, expected=8.000000 predicted=14.728519, expected=8.000000 predicted=13.791015, expected=20.000000 predicted=16.720576, expected=32.000000 predicted=18.181765, expected=28.000000 predicted=18.734491, expected=20.000000 predicted=18.799376, expected=8.000000 predicted=17.012468, expected=8.000000 predicted=17.952487, expected=48.000000 predicted=28.705304, expected=20.000000 predicted=20.183429, expected=20.000000 predicted=21.309188, expected=24.000000 predicted=20.963415, expected=8.000000 predicted=18.431330, expected=16.000000 predicted=23.429923, expected=36.000000 predicted=22.937355, expected=24.000000 predicted=20.823633, expected=20.000000 predicted=21.456039, expected=4.000000 predicted=15.087254, expected=28.000000 predicted=23.049593, expected=24.000000 predicted=22.624518, expected=32.000000 predicted=23.827880, expected=20.000000 predicted=20.386370, expected=24.000000 predicted=21.842025, expected=16.000000 predicted=22.662906, expected=24.000000 predicted=23.865147, expected=28.000000 predicted=24.729856, expected=24.000000 predicted=22.500101, expected=12.000000 predicted=19.868685, expected=24.000000 predicted=21.997167, expected=16.000000 predicted=20.138265, expected=28.000000 predicted=23.617328, expected=12.000000 predicted=17.700160, expected=16.000000 predicted=17.930842, expected=16.000000 predicted=18.315068, expected=16.000000 predicted=17.076988, expected=4.000000 predicted=13.960310, expected=12.000000 predicted=12.968641, expected=20.000000 predicted=14.819489, expected=8.000000 predicted=11.619326, expected=44.000000 predicted=22.034857, expected=48.000000 predicted=24.406125, expected=24.000000 predicted=24.412270, expected=16.000000 predicted=25.115111, expected=4.000000 predicted=20.190969, expected=36.000000 predicted=31.675319, expected=32.000000 predicted=27.463407, expected=28.000000 predicted=23.993984, expected=12.000000 predicted=19.211385, expected=32.000000 predicted=25.105874, expected=36.000000 predicted=30.137567, expected=12.000000 predicted=23.038725, expected=12.000000 predicted=21.378631, expected=4.000000 predicted=15.550082, expected=20.000000 predicted=20.698756, expected=12.000000 predicted=15.587431, expected=8.000000 predicted=10.922554, expected=12.000000 predicted=11.505973, expected=36.000000 predicted=18.225291, expected=8.000000 predicted=13.590809, expected=16.000000 predicted=16.103868, expected=12.000000 predicted=14.131198, expected=12.000000 predicted=15.415722, expected=8.000000 predicted=14.998731, expected=28.000000 predicted=16.225400, expected=28.000000 predicted=18.144026, expected=24.000000 predicted=18.900863, expected=12.000000 predicted=17.092561, expected=28.000000 predicted=22.361742, expected=28.000000 predicted=24.830581, expected=8.000000 predicted=19.182759, expected=4.000000 predicted=16.101176, expected=4.000000 predicted=12.605044, expected=24.000000 predicted=18.162711, expected=28.000000 predicted=17.669173, expected=16.000000 predicted=13.411892, expected=36.000000 predicted=21.178962, expected=28.000000 predicted=21.834843, expected=16.000000 predicted=23.262147, expected=12.000000 predicted=21.521071, expected=12.000000 predicted=18.805857, expected=32.000000 predicted=25.073276, expected=32.000000 predicted=23.057266, expected=8.000000 predicted=16.259590, expected=32.000000 predicted=23.611343, expected=16.000000 predicted=19.671765, expected=52.000000 predicted=33.335860, expected=8.000000 predicted=20.602844, expected=24.000000 predicted=24.149754, expected=36.000000 predicted=29.140684, expected=8.000000 predicted=20.682217, expected=16.000000 predicted=24.741882, expected=12.000000 Test MSE: 125.331
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151])] predicted=96.447472, expected=96.000000 predicted=108.260009, expected=36.000000 predicted=76.551247, expected=200.000000 predicted=115.953449, expected=192.000000 predicted=116.771393, expected=92.000000 predicted=108.254157, expected=132.000000 predicted=132.851021, expected=224.000000 predicted=144.405424, expected=124.000000 predicted=151.722288, expected=52.000000 predicted=137.650803, expected=116.000000 predicted=126.968116, expected=96.000000 predicted=110.374170, expected=124.000000 predicted=128.734317, expected=56.000000 predicted=93.540750, expected=108.000000 predicted=94.007032, expected=16.000000 predicted=77.064877, expected=108.000000 predicted=88.101711, expected=84.000000 predicted=84.347661, expected=104.000000 predicted=77.573074, expected=48.000000 predicted=81.616095, expected=64.000000 predicted=66.535447, expected=32.000000 predicted=70.231643, expected=32.000000 predicted=55.743291, expected=20.000000 predicted=49.991117, expected=32.000000 predicted=35.769700, expected=56.000000 predicted=42.683160, expected=20.000000 predicted=29.088515, expected=12.000000 predicted=28.853432, expected=24.000000 predicted=27.347838, expected=4.000000 predicted=19.116828, expected=8.000000 predicted=21.383034, expected=56.000000 predicted=25.656997, expected=116.000000 predicted=43.782926, expected=64.000000 predicted=46.439000, expected=28.000000 predicted=46.403490, expected=36.000000 predicted=50.005756, expected=28.000000 predicted=46.165427, expected=12.000000 predicted=44.929667, expected=32.000000 predicted=36.112180, expected=44.000000 predicted=30.408623, expected=48.000000 predicted=34.734056, expected=28.000000 predicted=32.653593, expected=24.000000 predicted=30.160991, expected=36.000000 predicted=35.027721, expected=24.000000 predicted=31.288591, expected=24.000000 predicted=31.162198, expected=8.000000 predicted=22.309154, expected=24.000000 predicted=22.905153, expected=28.000000 predicted=24.585694, expected=48.000000 predicted=28.248225, expected=36.000000 predicted=29.585693, expected=52.000000 predicted=34.820129, expected=8.000000 predicted=28.927247, expected=24.000000 predicted=31.504467, expected=24.000000 predicted=31.607534, expected=36.000000 predicted=28.471435, expected=20.000000 predicted=28.858154, expected=4.000000 predicted=16.685855, expected=20.000000 predicted=22.093150, expected=16.000000 predicted=17.621124, expected=48.000000 predicted=27.780390, expected=12.000000 predicted=18.929169, expected=32.000000 predicted=23.393264, expected=20.000000 predicted=24.503213, expected=48.000000 predicted=29.210547, expected=4.000000 predicted=25.806890, expected=4.000000 predicted=17.667197, expected=28.000000 predicted=25.088453, expected=16.000000 predicted=15.485434, expected=24.000000 predicted=23.881119, expected=4.000000 predicted=12.379207, expected=88.000000 predicted=34.373976, expected=4.000000 predicted=22.181873, expected=8.000000 predicted=23.376138, expected=8.000000 predicted=24.808854, expected=4.000000 predicted=9.807566, expected=16.000000 predicted=25.526495, expected=44.000000 predicted=17.175543, expected=28.000000 predicted=17.969750, expected=12.000000 predicted=18.640129, expected=12.000000 predicted=19.033338, expected=16.000000 predicted=18.515979, expected=8.000000 predicted=18.614926, expected=48.000000 predicted=25.403735, expected=8.000000 predicted=14.651897, expected=24.000000 predicted=20.550410, expected=20.000000 predicted=21.744539, expected=24.000000 predicted=18.686096, expected=24.000000 predicted=27.172379, expected=28.000000 predicted=21.004878, expected=12.000000 predicted=20.773501, expected=36.000000 predicted=25.786911, expected=4.000000 predicted=18.306624, expected=20.000000 predicted=20.767007, expected=36.000000 predicted=25.548723, expected=12.000000 predicted=15.836503, expected=16.000000 predicted=23.056288, expected=8.000000 predicted=14.334586, expected=4.000000 predicted=12.959713, expected=12.000000 predicted=15.905448, expected=12.000000 predicted=9.963575, expected=20.000000 predicted=13.204267, expected=16.000000 predicted=12.536883, expected=24.000000 predicted=15.367288, expected=12.000000 predicted=15.299405, expected=12.000000 predicted=15.143337, expected=60.000000 predicted=29.113986, expected=32.000000 predicted=24.128045, expected=36.000000 predicted=31.547022, expected=20.000000 predicted=28.804314, expected=12.000000 predicted=23.377715, expected=60.000000 predicted=41.753687, expected=8.000000 predicted=23.025127, expected=108.000000 predicted=51.084537, expected=80.000000 predicted=50.739588, expected=44.000000 predicted=47.455304, expected=32.000000 predicted=59.302900, expected=32.000000 predicted=42.464005, expected=24.000000 predicted=50.392127, expected=8.000000 predicted=34.758136, expected=8.000000 predicted=23.493141, expected=80.000000 predicted=36.895574, expected=20.000000 predicted=25.162846, expected=112.000000 predicted=53.386046, expected=24.000000 predicted=39.629612, expected=24.000000 predicted=38.569149, expected=16.000000 predicted=48.343531, expected=64.000000 predicted=38.332710, expected=32.000000 predicted=47.656370, expected=16.000000 predicted=28.040272, expected=12.000000 predicted=27.668471, expected=8.000000 predicted=19.035943, expected=44.000000 predicted=32.537571, expected=24.000000 predicted=22.590345, expected=84.000000 predicted=38.304331, expected=52.000000 predicted=39.001251, expected=48.000000 predicted=41.931319, expected=24.000000 predicted=46.189533, expected=52.000000 predicted=44.191748, expected=16.000000 predicted=43.378668, expected=44.000000 predicted=40.126694, expected=64.000000 predicted=45.788970, expected=120.000000 predicted=58.693956, expected=44.000000 predicted=56.648559, expected=4.000000 predicted=43.184958, expected=20.000000 predicted=47.479112, expected=8.000000 predicted=33.393862, expected=56.000000 predicted=47.930178, expected=28.000000 predicted=28.475112, expected=36.000000 predicted=25.617094, expected=28.000000 predicted=30.920356, expected=20.000000 predicted=24.641235, expected=60.000000 predicted=42.900484, expected=24.000000 predicted=29.968798, expected=72.000000 predicted=44.821548, expected=20.000000 predicted=35.717579, expected=60.000000 predicted=42.331719, expected=44.000000 predicted=49.107802, expected=32.000000 predicted=36.803493, expected=16.000000 predicted=41.803690, expected=48.000000 predicted=35.774390, expected=20.000000 predicted=34.647830, expected=60.000000 predicted=40.156946, expected=44.000000 predicted=38.652576, expected=28.000000 predicted=32.413689, expected=12.000000 predicted=35.370089, expected=36.000000 predicted=31.324099, expected=4.000000 predicted=27.516643, expected=32.000000 predicted=27.682150, expected=40.000000 predicted=28.304959, expected=48.000000 predicted=28.437550, expected=24.000000 predicted=32.107914, expected=124.000000 predicted=53.948688, expected=36.000000 predicted=47.028713, expected=4.000000 predicted=40.771506, expected=24.000000 predicted=46.220332, expected=68.000000 predicted=40.730934, expected=36.000000 predicted=50.805175, expected=60.000000 predicted=43.443085, expected=24.000000 predicted=34.004291, expected=44.000000 predicted=39.693025, expected=20.000000 predicted=41.932005, expected=12.000000 predicted=27.922539, expected=32.000000 predicted=35.161558, expected=48.000000 predicted=29.959047, expected=56.000000 predicted=38.648783, expected=4.000000 predicted=26.125581, expected=32.000000 predicted=30.880997, expected=24.000000 predicted=30.731995, expected=8.000000 predicted=24.167994, expected=4.000000 predicted=23.520455, expected=20.000000 predicted=14.068613, expected=8.000000 predicted=14.710714, expected=40.000000 predicted=21.031647, expected=72.000000 predicted=31.194983, expected=56.000000 predicted=33.815477, expected=24.000000 predicted=36.497101, expected=16.000000 predicted=32.873233, expected=16.000000 predicted=32.648423, expected=28.000000 predicted=34.830832, expected=20.000000 predicted=27.413157, expected=12.000000 predicted=18.828689, expected=16.000000 predicted=18.163127, expected=40.000000 predicted=23.261865, expected=52.000000 predicted=30.817925, expected=32.000000 predicted=29.081296, expected=32.000000 predicted=31.329154, expected=76.000000 predicted=44.772032, expected=44.000000 predicted=43.513130, expected=116.000000 predicted=67.549498, expected=28.000000 predicted=51.489907, expected=24.000000 predicted=46.962542, expected=44.000000 predicted=58.698596, expected=8.000000 predicted=32.579853, expected=8.000000 predicted=40.050512, expected=16.000000 predicted=21.492912, expected=4.000000 predicted=13.205020, expected=28.000000 predicted=21.525967, expected=8.000000 predicted=11.235153, expected=8.000000 predicted=10.757493, expected=12.000000 predicted=13.885137, expected=64.000000 predicted=24.146033, expected=40.000000 predicted=28.671847, expected=28.000000 predicted=26.952187, expected=24.000000 predicted=29.994150, expected=32.000000 predicted=29.471850, expected=4.000000 predicted=29.316821, expected=4.000000 predicted=20.545293, expected=56.000000 predicted=29.295954, expected=12.000000 predicted=18.506774, expected=12.000000 predicted=21.041269, expected=16.000000 predicted=18.656838, expected=4.000000 predicted=11.094452, expected=12.000000 predicted=20.550514, expected=32.000000 predicted=16.832861, expected=32.000000 predicted=18.785090, expected=24.000000 predicted=21.258975, expected=24.000000 predicted=21.737994, expected=20.000000 predicted=22.193990, expected=8.000000 predicted=21.093679, expected=8.000000 predicted=18.453321, expected=36.000000 predicted=21.955435, expected=36.000000 predicted=23.208132, expected=8.000000 predicted=18.324362, expected=32.000000 predicted=23.829050, expected=28.000000 predicted=23.007137, expected=20.000000 predicted=24.939204, expected=20.000000 predicted=25.900565, expected=20.000000 predicted=19.512037, expected=40.000000 predicted=28.370362, expected=32.000000 predicted=27.427422, expected=12.000000 predicted=22.371019, expected=12.000000 predicted=22.085668, expected=24.000000 predicted=22.008421, expected=16.000000 predicted=21.466333, expected=40.000000 predicted=26.152973, expected=32.000000 predicted=23.715399, expected=12.000000 predicted=20.230293, expected=28.000000 predicted=27.096671, expected=20.000000 predicted=22.109696, expected=24.000000 predicted=25.708012, expected=56.000000 predicted=33.773854, expected=32.000000 predicted=27.228584, expected=24.000000 predicted=30.570966, expected=24.000000 predicted=29.950273, expected=264.000000 predicted=92.992882, expected=12.000000 predicted=59.813076, expected=4.000000 predicted=58.910030, expected=12.000000 predicted=63.126065, expected=68.000000 predicted=43.366189, expected=16.000000 predicted=71.972772, expected=104.000000 predicted=44.386152, expected=20.000000 predicted=35.092175, expected=52.000000 predicted=40.690797, expected=80.000000 predicted=66.057670, expected=96.000000 predicted=55.236265, expected=212.000000 predicted=113.093553, expected=124.000000 predicted=96.555187, expected=124.000000 predicted=114.584387, expected=320.000000 predicted=182.778250, expected=76.000000 predicted=139.021204, expected=108.000000 predicted=167.740810, expected=200.000000 predicted=166.023991, expected=168.000000 predicted=144.749555, expected=112.000000 predicted=176.826871, expected=80.000000 predicted=123.587645, expected=156.000000 predicted=134.356276, expected=120.000000 predicted=133.682339, expected=60.000000 predicted=112.845416, expected=112.000000 predicted=113.660309, expected=216.000000 predicted=126.499584, expected=80.000000 predicted=115.197934, expected=36.000000 predicted=108.937521, expected=60.000000 predicted=95.148150, expected=12.000000 predicted=64.625654, expected=52.000000 predicted=77.935909, expected=56.000000 predicted=50.951675, expected=52.000000 predicted=42.423301, expected=8.000000 predicted=40.671796, expected=4.000000 predicted=27.585890, expected=20.000000 predicted=29.435153, expected=20.000000 predicted=22.738063, expected=12.000000 predicted=19.987862, expected=20.000000 predicted=15.935292, expected=52.000000 predicted=23.862635, expected=36.000000 predicted=26.425483, expected=48.000000 predicted=35.119070, expected=60.000000 predicted=41.597538, expected=72.000000 predicted=48.673793, expected=8.000000 predicted=42.758307, expected=52.000000 predicted=49.087453, expected=144.000000 predicted=71.078362, expected=148.000000 predicted=82.608963, expected=12.000000 predicted=71.456412, expected=28.000000 predicted=70.172744, expected=20.000000 predicted=56.591066, expected=32.000000 predicted=52.788040, expected=88.000000 predicted=64.965273, expected=80.000000 predicted=44.754135, expected=52.000000 predicted=51.783249, expected=36.000000 predicted=52.557295, expected=12.000000 predicted=42.704722, expected=8.000000 predicted=41.005656, expected=12.000000 predicted=31.030498, expected=24.000000 predicted=23.347763, expected=48.000000 predicted=27.012373, expected=40.000000 predicted=25.575244, expected=64.000000 predicted=37.598332, expected=32.000000 predicted=35.639842, expected=8.000000 predicted=32.038694, expected=32.000000 predicted=38.769710, expected=36.000000 predicted=31.751616, expected=96.000000 predicted=51.904588, expected=8.000000 predicted=31.712642, expected=36.000000 predicted=38.492277, expected=24.000000 predicted=37.896074, expected=16.000000 predicted=27.216953, expected=4.000000 predicted=32.752963, expected=12.000000 predicted=14.500803, expected=52.000000 predicted=27.421760, expected=32.000000 predicted=22.805441, expected=36.000000 predicted=28.481926, expected=52.000000 predicted=35.222033, expected=12.000000 predicted=26.619141, expected=28.000000 predicted=36.930374, expected=76.000000 predicted=43.831524, expected=20.000000 predicted=30.845079, expected=100.000000 predicted=59.447139, expected=24.000000 predicted=39.283634, expected=32.000000 predicted=43.261476, expected=8.000000 predicted=44.268466, expected=4.000000 predicted=21.672673, expected=16.000000 predicted=32.425378, expected=36.000000 predicted=20.133037, expected=20.000000 predicted=19.696960, expected=12.000000 predicted=16.752235, expected=32.000000 predicted=21.917100, expected=16.000000 predicted=18.841387, expected=8.000000 predicted=19.989861, expected=20.000000 predicted=19.529876, expected=32.000000 predicted=19.388782, expected=20.000000 predicted=21.156224, expected=12.000000 predicted=18.503638, expected=40.000000 predicted=24.373150, expected=12.000000 predicted=19.187454, expected=8.000000 predicted=20.267205, expected=36.000000 predicted=24.625237, expected=12.000000 predicted=15.445133, expected=-8.000000 predicted=15.527564, expected=16.000000 predicted=14.859059, expected=12.000000 predicted=9.174656, expected=4.000000 predicted=11.401939, expected=140.000000 predicted=45.517002, expected=36.000000 predicted=27.777883, expected=16.000000 predicted=39.091086, expected=4.000000 predicted=37.288605, expected=12.000000 predicted=21.802834, expected=8.000000 predicted=36.608357, expected=16.000000 predicted=16.004515, expected=8.000000 predicted=10.833694, expected=12.000000 predicted=9.900749, expected=8.000000 predicted=10.539334, expected=8.000000 predicted=9.067224, expected=16.000000 predicted=12.342053, expected=12.000000 predicted=10.108256, expected=28.000000 predicted=16.075989, expected=24.000000 predicted=16.710457, expected=52.000000 predicted=26.647222, expected=24.000000 predicted=25.608116, expected=12.000000 predicted=23.700226, expected=76.000000 predicted=42.560033, expected=8.000000 predicted=24.883759, expected=4.000000 predicted=29.700207, expected=28.000000 predicted=28.310444, expected=20.000000 predicted=17.314665, expected=12.000000 predicted=26.587030, expected=4.000000 predicted=12.825481, expected=12.000000 Test MSE: 1244.699
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107])] predicted=62.575008, expected=112.000000 predicted=74.231594, expected=60.000000 predicted=60.855391, expected=108.000000 predicted=76.345242, expected=72.000000 predicted=63.452617, expected=44.000000 predicted=66.583939, expected=84.000000 predicted=90.698136, expected=76.000000 predicted=68.276930, expected=44.000000 predicted=71.323132, expected=48.000000 predicted=62.472228, expected=64.000000 predicted=56.208959, expected=36.000000 predicted=55.934034, expected=44.000000 predicted=56.043257, expected=88.000000 predicted=61.688758, expected=64.000000 predicted=55.308941, expected=60.000000 predicted=62.547259, expected=28.000000 predicted=44.289033, expected=64.000000 predicted=55.264169, expected=52.000000 predicted=62.358293, expected=60.000000 predicted=57.405624, expected=92.000000 predicted=70.742971, expected=44.000000 predicted=45.858246, expected=20.000000 predicted=48.974149, expected=72.000000 predicted=60.913326, expected=64.000000 predicted=56.468949, expected=28.000000 predicted=54.884580, expected=44.000000 predicted=48.015158, expected=44.000000 predicted=37.596595, expected=24.000000 predicted=43.782872, expected=52.000000 predicted=51.342548, expected=28.000000 predicted=31.392385, expected=84.000000 predicted=56.110697, expected=112.000000 predicted=70.608178, expected=52.000000 predicted=48.788518, expected=68.000000 predicted=68.277012, expected=108.000000 predicted=74.014173, expected=60.000000 predicted=71.972420, expected=48.000000 predicted=78.228973, expected=20.000000 predicted=47.711312, expected=88.000000 predicted=69.446374, expected=56.000000 predicted=69.090969, expected=12.000000 predicted=40.526410, expected=44.000000 predicted=49.089830, expected=12.000000 predicted=23.376183, expected=36.000000 predicted=48.590699, expected=64.000000 predicted=49.828482, expected=88.000000 predicted=47.214926, expected=28.000000 predicted=42.085348, expected=52.000000 predicted=43.527951, expected=32.000000 predicted=41.364713, expected=32.000000 predicted=44.809777, expected=44.000000 predicted=55.713535, expected=108.000000 predicted=59.940767, expected=48.000000 predicted=50.898341, expected=24.000000 predicted=40.717537, expected=32.000000 predicted=42.505955, expected=48.000000 predicted=43.938025, expected=48.000000 predicted=61.673527, expected=20.000000 predicted=35.322289, expected=76.000000 predicted=48.650636, expected=64.000000 predicted=47.608594, expected=40.000000 predicted=46.263339, expected=68.000000 predicted=59.502125, expected=36.000000 predicted=37.954361, expected=20.000000 predicted=47.246171, expected=28.000000 predicted=44.295933, expected=52.000000 predicted=41.197054, expected=36.000000 predicted=44.030861, expected=28.000000 predicted=33.706436, expected=56.000000 predicted=39.600774, expected=28.000000 predicted=31.336241, expected=36.000000 predicted=41.780690, expected=28.000000 predicted=34.259494, expected=24.000000 predicted=27.991480, expected=52.000000 predicted=45.965879, expected=32.000000 predicted=30.791936, expected=20.000000 predicted=30.179526, expected=52.000000 predicted=39.412357, expected=100.000000 predicted=54.871459, expected=84.000000 predicted=63.026500, expected=92.000000 predicted=68.190149, expected=72.000000 predicted=62.039993, expected=60.000000 predicted=65.952752, expected=44.000000 predicted=72.009034, expected=20.000000 predicted=53.387738, expected=60.000000 predicted=65.224657, expected=24.000000 predicted=43.626518, expected=68.000000 predicted=55.410011, expected=44.000000 predicted=44.751499, expected=52.000000 predicted=40.517531, expected=24.000000 predicted=44.510519, expected=16.000000 predicted=27.522979, expected=24.000000 predicted=40.360763, expected=28.000000 predicted=31.044589, expected=52.000000 predicted=42.147803, expected=72.000000 predicted=44.084340, expected=44.000000 predicted=36.246052, expected=32.000000 predicted=37.460490, expected=40.000000 predicted=40.186079, expected=28.000000 predicted=39.299388, expected=72.000000 predicted=59.835686, expected=64.000000 predicted=50.822588, expected=12.000000 predicted=31.396733, expected=32.000000 predicted=41.368820, expected=32.000000 predicted=32.841653, expected=16.000000 predicted=36.540051, expected=16.000000 predicted=34.209775, expected=88.000000 predicted=43.467423, expected=40.000000 predicted=35.152863, expected=40.000000 predicted=40.116286, expected=68.000000 predicted=48.116594, expected=60.000000 predicted=42.928152, expected=12.000000 predicted=49.187373, expected=20.000000 predicted=36.275218, expected=60.000000 predicted=45.368342, expected=60.000000 predicted=51.985420, expected=64.000000 predicted=56.019702, expected=16.000000 predicted=28.658826, expected=36.000000 predicted=36.339331, expected=40.000000 predicted=46.075523, expected=68.000000 predicted=53.570885, expected=128.000000 predicted=81.014985, expected=96.000000 predicted=62.936720, expected=52.000000 predicted=60.985428, expected=48.000000 predicted=61.297905, expected=28.000000 predicted=54.261358, expected=40.000000 predicted=69.564219, expected=8.000000 predicted=44.789389, expected=36.000000 predicted=38.620601, expected=56.000000 predicted=44.042610, expected=8.000000 predicted=21.345870, expected=40.000000 predicted=38.585304, expected=56.000000 predicted=34.083046, expected=16.000000 predicted=27.575127, expected=64.000000 predicted=53.424464, expected=68.000000 predicted=41.245454, expected=48.000000 predicted=45.463863, expected=24.000000 predicted=45.175687, expected=40.000000 predicted=36.160394, expected=24.000000 predicted=40.812536, expected=32.000000 predicted=42.722246, expected=144.000000 predicted=78.390379, expected=84.000000 predicted=55.952691, expected=72.000000 predicted=66.534490, expected=36.000000 predicted=52.768782, expected=52.000000 predicted=52.556541, expected=68.000000 predicted=87.146457, expected=40.000000 predicted=57.005845, expected=80.000000 predicted=69.311944, expected=116.000000 predicted=73.361450, expected=36.000000 predicted=52.949240, expected=48.000000 predicted=65.074150, expected=40.000000 predicted=49.412817, expected=32.000000 predicted=51.310280, expected=36.000000 predicted=61.977370, expected=32.000000 predicted=34.677538, expected=80.000000 predicted=55.397842, expected=12.000000 predicted=30.826066, expected=48.000000 predicted=42.409766, expected=60.000000 predicted=47.657515, expected=68.000000 predicted=48.044860, expected=140.000000 predicted=94.086586, expected=92.000000 predicted=63.942075, expected=28.000000 predicted=57.438228, expected=52.000000 predicted=67.722491, expected=24.000000 predicted=49.934947, expected=56.000000 predicted=76.642544, expected=8.000000 predicted=43.946575, expected=24.000000 predicted=28.547004, expected=68.000000 predicted=50.292401, expected=88.000000 predicted=50.078752, expected=24.000000 predicted=43.167115, expected=24.000000 predicted=31.838234, expected=4.000000 predicted=24.578395, expected=8.000000 predicted=31.297965, expected=48.000000 predicted=48.637224, expected=20.000000 predicted=20.007734, expected=36.000000 predicted=28.807278, expected=40.000000 predicted=26.506881, expected=16.000000 predicted=18.917058, expected=12.000000 predicted=29.249684, expected=24.000000 predicted=22.934509, expected=24.000000 predicted=25.598406, expected=52.000000 predicted=37.709088, expected=64.000000 predicted=38.215257, expected=56.000000 predicted=38.611087, expected=68.000000 predicted=50.675696, expected=28.000000 predicted=37.550162, expected=24.000000 predicted=42.473374, expected=16.000000 predicted=38.999316, expected=52.000000 predicted=45.017913, expected=44.000000 predicted=45.835915, expected=36.000000 predicted=33.619021, expected=4.000000 predicted=22.563798, expected=44.000000 predicted=31.907360, expected=28.000000 predicted=34.683909, expected=16.000000 predicted=27.782954, expected=32.000000 predicted=32.137929, expected=56.000000 predicted=30.433299, expected=16.000000 predicted=29.457466, expected=60.000000 predicted=42.612728, expected=24.000000 predicted=26.860642, expected=32.000000 predicted=33.599529, expected=32.000000 predicted=40.901357, expected=36.000000 predicted=28.432096, expected=60.000000 predicted=50.948422, expected=24.000000 predicted=29.100341, expected=72.000000 predicted=50.127276, expected=20.000000 predicted=32.666690, expected=44.000000 predicted=41.391716, expected=68.000000 predicted=57.348326, expected=28.000000 predicted=31.986054, expected=112.000000 predicted=78.602213, expected=48.000000 predicted=44.174663, expected=52.000000 predicted=54.543233, expected=8.000000 predicted=45.856603, expected=12.000000 predicted=27.986544, expected=32.000000 predicted=53.958475, expected=48.000000 predicted=38.289386, expected=36.000000 predicted=37.780920, expected=28.000000 predicted=24.968385, expected=68.000000 predicted=41.241962, expected=16.000000 predicted=29.276728, expected=20.000000 predicted=35.074718, expected=16.000000 predicted=28.081814, expected=24.000000 predicted=24.479345, expected=44.000000 predicted=42.777557, expected=40.000000 predicted=28.071894, expected=56.000000 predicted=38.022114, expected=40.000000 predicted=34.051063, expected=16.000000 predicted=28.388409, expected=48.000000 predicted=43.952518, expected=52.000000 predicted=42.646766, expected=52.000000 predicted=48.530615, expected=68.000000 predicted=52.848997, expected=28.000000 predicted=33.571998, expected=8.000000 predicted=34.592385, expected=20.000000 predicted=35.530970, expected=16.000000 predicted=28.839203, expected=80.000000 predicted=55.125518, expected=48.000000 predicted=36.493619, expected=28.000000 predicted=28.268217, expected=16.000000 predicted=28.595824, expected=24.000000 predicted=25.753041, expected=68.000000 predicted=57.130003, expected=4.000000 predicted=26.379458, expected=52.000000 predicted=38.864121, expected=12.000000 predicted=21.656084, expected=56.000000 predicted=37.393323, expected=24.000000 predicted=40.468356, expected=4.000000 predicted=14.171629, expected=12.000000 predicted=29.176740, expected=16.000000 predicted=15.230573, expected=32.000000 predicted=32.113986, expected=36.000000 predicted=26.061944, expected=28.000000 predicted=20.150890, expected=52.000000 predicted=33.020322, expected=20.000000 predicted=24.395887, expected=92.000000 predicted=55.084966, expected=60.000000 predicted=48.883818, expected=60.000000 predicted=49.878718, expected=16.000000 predicted=43.577415, expected=44.000000 predicted=39.900300, expected=28.000000 predicted=51.267645, expected=28.000000 predicted=39.056354, expected=40.000000 predicted=43.066579, expected=44.000000 predicted=31.837537, expected=20.000000 predicted=32.443189, expected=44.000000 predicted=36.330871, expected=16.000000 predicted=26.055448, expected=64.000000 predicted=45.241085, expected=12.000000 predicted=29.874722, expected=124.000000 predicted=62.509713, expected=84.000000 predicted=63.006512, expected=4.000000 predicted=31.130930, expected=60.000000 predicted=64.527582, expected=44.000000 predicted=38.327217, expected=32.000000 predicted=62.302635, expected=24.000000 predicted=47.690569, expected=40.000000 predicted=28.302759, expected=60.000000 predicted=50.498175, expected=12.000000 predicted=30.626758, expected=16.000000 predicted=28.357357, expected=12.000000 predicted=21.913387, expected=28.000000 predicted=28.130159, expected=12.000000 predicted=27.655355, expected=28.000000 predicted=19.781882, expected=144.000000 predicted=64.339714, expected=36.000000 predicted=34.228774, expected=40.000000 predicted=46.355312, expected=48.000000 predicted=44.941297, expected=44.000000 predicted=42.038169, expected=8.000000 predicted=59.876436, expected=28.000000 predicted=33.094878, expected=24.000000 predicted=29.990424, expected=20.000000 predicted=28.906470, expected=52.000000 predicted=39.467502, expected=12.000000 predicted=16.965850, expected=32.000000 predicted=29.942492, expected=20.000000 predicted=24.577784, expected=20.000000 predicted=21.674818, expected=36.000000 predicted=36.006725, expected=36.000000 predicted=25.229088, expected=48.000000 predicted=36.884014, expected=52.000000 predicted=37.604900, expected=12.000000 predicted=25.421542, expected=28.000000 predicted=34.235115, expected=88.000000 predicted=53.443782, expected=44.000000 predicted=43.786208, expected=24.000000 predicted=41.526236, expected=8.000000 predicted=24.112651, expected=16.000000 predicted=25.374574, expected=40.000000 predicted=46.422384, expected=60.000000 predicted=41.484024, expected=76.000000 predicted=46.369220, expected=12.000000 predicted=25.005164, expected=36.000000 predicted=35.714537, expected=80.000000 predicted=55.434222, expected=52.000000 predicted=51.304756, expected=28.000000 predicted=50.410118, expected=60.000000 predicted=43.810230, expected=56.000000 predicted=47.612671, expected=92.000000 predicted=73.344363, expected=16.000000 predicted=42.720009, expected=24.000000 predicted=37.584345, expected=32.000000 predicted=44.935202, expected=32.000000 predicted=38.478786, expected=16.000000 predicted=41.931434, expected=56.000000 predicted=34.441895, expected=20.000000 predicted=25.342757, expected=28.000000 predicted=30.677452, expected=16.000000 predicted=26.404642, expected=16.000000 predicted=19.322654, expected=4.000000 predicted=24.569642, expected=56.000000 predicted=31.029977, expected=44.000000 predicted=31.406919, expected=48.000000 predicted=33.368391, expected=48.000000 predicted=37.516950, expected=56.000000 predicted=38.054066, expected=20.000000 predicted=40.674935, expected=40.000000 predicted=42.582428, expected=44.000000 predicted=43.383362, expected=48.000000 predicted=43.923514, expected=4.000000 predicted=31.976063, expected=16.000000 predicted=23.902596, expected=40.000000 predicted=34.676285, expected=28.000000 predicted=30.190262, expected=32.000000 predicted=34.441162, expected=84.000000 predicted=42.571446, expected=28.000000 predicted=30.017278, expected=44.000000 predicted=44.473276, expected=20.000000 predicted=32.703955, expected=12.000000 predicted=26.589896, expected=16.000000 predicted=39.289695, expected=12.000000 predicted=18.897163, expected=32.000000 predicted=29.199351, expected=8.000000 predicted=14.884122, expected=72.000000 predicted=35.886186, expected=24.000000 predicted=24.216819, expected=56.000000 predicted=36.344694, expected=20.000000 predicted=32.294370, expected=16.000000 predicted=21.639521, expected=48.000000 predicted=48.813258, expected=96.000000 predicted=51.806427, expected=172.000000 predicted=95.231184, expected=72.000000 predicted=63.638123, expected=8.000000 predicted=45.944737, expected=4.000000 predicted=46.845606, expected=44.000000 predicted=59.891648, expected=52.000000 predicted=76.703361, expected=16.000000 predicted=36.538566, expected=36.000000 predicted=27.807210, expected=40.000000 predicted=28.022971, expected=36.000000 predicted=37.003433, expected=32.000000 predicted=38.765037, expected=16.000000 predicted=23.027992, expected=16.000000 predicted=26.688859, expected=44.000000 predicted=35.642189, expected=8.000000 predicted=21.629982, expected=32.000000 predicted=28.992056, expected=16.000000 predicted=19.407000, expected=48.000000 predicted=29.736249, expected=32.000000 predicted=33.889967, expected=16.000000 predicted=19.330423, expected=12.000000 predicted=24.461121, expected=44.000000 predicted=28.918152, expected=32.000000 predicted=33.396765, expected=60.000000 predicted=40.752249, expected=16.000000 predicted=24.377887, expected=28.000000 predicted=27.192915, expected=32.000000 predicted=36.340223, expected=8.000000 predicted=22.059391, expected=20.000000 predicted=32.505445, expected=60.000000 predicted=33.682173, expected=48.000000 predicted=34.899117, expected=40.000000 predicted=37.176336, expected=16.000000 predicted=24.391674, expected=48.000000 predicted=36.922852, expected=32.000000 predicted=40.962580, expected=40.000000 predicted=39.857873, expected=40.000000 predicted=38.990486, expected=60.000000 predicted=39.858683, expected=44.000000 predicted=45.065132, expected=20.000000 predicted=33.030772, expected=24.000000 predicted=35.197954, expected=24.000000 predicted=31.734288, expected=12.000000 predicted=30.186645, expected=4.000000 predicted=21.177336, expected=40.000000 predicted=25.625374, expected=16.000000 predicted=18.649014, expected=24.000000 predicted=22.431940, expected=16.000000 predicted=17.660426, expected=40.000000 predicted=23.154169, expected=16.000000 predicted=25.665710, expected=32.000000 predicted=24.882030, expected=28.000000 predicted=26.630636, expected=20.000000 predicted=21.175724, expected=36.000000 predicted=33.632533, expected=40.000000 predicted=28.803020, expected=48.000000 predicted=37.442926, expected=16.000000 predicted=27.193649, expected=16.000000 predicted=24.276374, expected=56.000000 predicted=40.834564, expected=20.000000 predicted=28.798666, expected=12.000000 predicted=28.605719, expected=12.000000 predicted=19.115443, expected=28.000000 predicted=21.549832, expected=24.000000 Test MSE: 722.548
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221])] predicted=69.402599, expected=100.000000 predicted=87.728109, expected=68.000000 predicted=77.666098, expected=104.000000 predicted=79.540669, expected=84.000000 predicted=81.614465, expected=128.000000 predicted=102.510090, expected=68.000000 predicted=86.995444, expected=76.000000 predicted=83.689003, expected=56.000000 predicted=79.004427, expected=72.000000 predicted=79.190099, expected=88.000000 predicted=87.077678, expected=152.000000 predicted=100.322379, expected=128.000000 predicted=102.558302, expected=28.000000 predicted=70.960787, expected=52.000000 predicted=74.813548, expected=12.000000 predicted=60.436325, expected=48.000000 predicted=73.865656, expected=96.000000 predicted=75.546092, expected=108.000000 predicted=68.428974, expected=52.000000 predicted=58.842427, expected=72.000000 predicted=59.823589, expected=44.000000 predicted=60.121177, expected=68.000000 predicted=75.007815, expected=40.000000 predicted=62.351013, expected=120.000000 predicted=77.832552, expected=176.000000 predicted=107.614840, expected=116.000000 predicted=96.891171, expected=88.000000 predicted=94.095326, expected=60.000000 predicted=81.216379, expected=48.000000 predicted=89.737292, expected=48.000000 predicted=88.078377, expected=104.000000 predicted=88.518256, expected=112.000000 predicted=87.952922, expected=24.000000 predicted=55.936821, expected=76.000000 predicted=66.535479, expected=60.000000 predicted=64.027806, expected=64.000000 predicted=76.257189, expected=88.000000 predicted=78.885615, expected=60.000000 predicted=57.721392, expected=108.000000 predicted=84.084617, expected=72.000000 predicted=72.583774, expected=16.000000 predicted=55.408803, expected=16.000000 predicted=49.827611, expected=52.000000 predicted=53.301035, expected=84.000000 predicted=71.319911, expected=96.000000 predicted=69.003046, expected=120.000000 predicted=73.137048, expected=76.000000 predicted=67.993938, expected=180.000000 predicted=115.744249, expected=108.000000 predicted=107.689101, expected=72.000000 predicted=99.940775, expected=104.000000 predicted=106.228942, expected=188.000000 predicted=133.582613, expected=60.000000 predicted=113.326648, expected=60.000000 predicted=90.491072, expected=176.000000 predicted=118.969046, expected=44.000000 predicted=91.420448, expected=60.000000 predicted=101.884697, expected=16.000000 predicted=51.377821, expected=96.000000 predicted=78.691445, expected=84.000000 predicted=90.533324, expected=36.000000 predicted=51.711864, expected=72.000000 predicted=62.461030, expected=112.000000 predicted=73.434581, expected=52.000000 predicted=72.885246, expected=84.000000 predicted=77.647014, expected=92.000000 predicted=73.585999, expected=108.000000 predicted=91.247852, expected=76.000000 predicted=87.459202, expected=20.000000 predicted=57.385090, expected=96.000000 predicted=82.781783, expected=48.000000 predicted=68.093287, expected=44.000000 predicted=65.924012, expected=36.000000 predicted=50.043035, expected=192.000000 predicted=95.752724, expected=88.000000 predicted=87.027380, expected=92.000000 predicted=84.865972, expected=4.000000 predicted=54.296888, expected=32.000000 predicted=58.765227, expected=20.000000 predicted=70.173058, expected=44.000000 predicted=50.038940, expected=92.000000 predicted=63.010943, expected=28.000000 predicted=31.998983, expected=72.000000 predicted=52.489840, expected=28.000000 predicted=39.104935, expected=20.000000 predicted=40.455728, expected=20.000000 predicted=41.664155, expected=40.000000 predicted=34.728468, expected=92.000000 predicted=59.482814, expected=100.000000 predicted=60.928546, expected=112.000000 predicted=72.615297, expected=32.000000 predicted=53.253248, expected=48.000000 predicted=61.069926, expected=104.000000 predicted=86.571086, expected=156.000000 predicted=109.448539, expected=176.000000 predicted=124.895294, expected=72.000000 predicted=85.467414, expected=28.000000 predicted=73.955858, expected=32.000000 predicted=78.331676, expected=20.000000 predicted=73.388843, expected=56.000000 predicted=74.192734, expected=76.000000 predicted=57.474467, expected=24.000000 predicted=34.861379, expected=12.000000 predicted=29.255732, expected=12.000000 predicted=25.268670, expected=32.000000 predicted=36.674502, expected=20.000000 predicted=32.063066, expected=44.000000 predicted=29.099619, expected=44.000000 predicted=29.750101, expected=64.000000 predicted=40.863989, expected=80.000000 predicted=54.114232, expected=16.000000 predicted=34.978024, expected=40.000000 predicted=44.846532, expected=52.000000 predicted=48.558780, expected=4.000000 predicted=35.739305, expected=52.000000 predicted=47.228664, expected=60.000000 predicted=40.335255, expected=148.000000 predicted=81.145546, expected=44.000000 predicted=55.932144, expected=36.000000 predicted=46.087003, expected=36.000000 predicted=52.727432, expected=60.000000 predicted=62.982619, expected=76.000000 predicted=77.998300, expected=72.000000 predicted=57.894928, expected=72.000000 predicted=59.586009, expected=96.000000 predicted=72.031583, expected=96.000000 predicted=81.428190, expected=76.000000 predicted=79.699585, expected=112.000000 predicted=91.714648, expected=136.000000 predicted=105.236150, expected=104.000000 predicted=103.625257, expected=36.000000 predicted=78.653478, expected=24.000000 predicted=64.754835, expected=40.000000 predicted=69.324720, expected=40.000000 predicted=65.197016, expected=68.000000 predicted=61.845057, expected=68.000000 predicted=50.809748, expected=112.000000 predicted=69.352602, expected=52.000000 predicted=58.193957, expected=40.000000 predicted=54.530742, expected=76.000000 predicted=69.798991, expected=44.000000 predicted=60.526871, expected=48.000000 predicted=63.753174, expected=64.000000 predicted=55.756450, expected=160.000000 predicted=92.135338, expected=88.000000 predicted=82.880029, expected=112.000000 predicted=88.760963, expected=60.000000 predicted=75.892238, expected=40.000000 predicted=72.325398, expected=40.000000 predicted=79.207772, expected=120.000000 predicted=89.294702, expected=16.000000 predicted=58.358599, expected=56.000000 predicted=55.645128, expected=64.000000 predicted=55.207827, expected=12.000000 predicted=40.573277, expected=36.000000 predicted=53.917919, expected=68.000000 predicted=45.158942, expected=96.000000 predicted=66.838098, expected=24.000000 predicted=45.524358, expected=92.000000 predicted=58.943035, expected=52.000000 predicted=55.803249, expected=16.000000 predicted=48.716604, expected=96.000000 predicted=73.783354, expected=80.000000 predicted=61.364798, expected=36.000000 predicted=59.975412, expected=104.000000 predicted=72.029353, expected=64.000000 predicted=59.580531, expected=12.000000 predicted=56.108452, expected=40.000000 predicted=53.249903, expected=32.000000 predicted=41.485807, expected=44.000000 predicted=54.741728, expected=72.000000 predicted=53.507909, expected=64.000000 predicted=45.873818, expected=96.000000 predicted=66.213150, expected=36.000000 predicted=49.040040, expected=132.000000 predicted=85.139668, expected=64.000000 predicted=73.559852, expected=36.000000 predicted=62.561159, expected=36.000000 predicted=60.439820, expected=64.000000 predicted=58.181718, expected=20.000000 predicted=57.678659, expected=172.000000 predicted=92.074005, expected=48.000000 predicted=57.649490, expected=20.000000 predicted=48.466759, expected=68.000000 predicted=62.679633, expected=72.000000 predicted=61.665070, expected=20.000000 predicted=69.532309, expected=68.000000 predicted=53.375094, expected=136.000000 predicted=75.736053, expected=68.000000 predicted=72.241715, expected=88.000000 predicted=79.444727, expected=76.000000 predicted=67.827474, expected=64.000000 predicted=76.293226, expected=88.000000 predicted=92.981716, expected=60.000000 predicted=69.632164, expected=112.000000 predicted=89.985857, expected=48.000000 predicted=68.424952, expected=48.000000 predicted=63.988303, expected=12.000000 predicted=50.988267, expected=24.000000 predicted=43.946288, expected=64.000000 predicted=61.221494, expected=52.000000 predicted=45.424784, expected=56.000000 predicted=47.544708, expected=20.000000 predicted=30.130391, expected=36.000000 predicted=37.589570, expected=40.000000 predicted=45.106790, expected=20.000000 predicted=34.942205, expected=16.000000 predicted=30.295776, expected=56.000000 predicted=35.356619, expected=136.000000 predicted=70.644491, expected=16.000000 predicted=40.686224, expected=48.000000 predicted=45.485820, expected=52.000000 predicted=46.619948, expected=88.000000 predicted=70.073688, expected=36.000000 predicted=65.953930, expected=68.000000 predicted=51.198503, expected=96.000000 predicted=69.845951, expected=56.000000 predicted=62.456254, expected=76.000000 predicted=74.106549, expected=76.000000 predicted=65.578547, expected=48.000000 predicted=64.415795, expected=32.000000 predicted=59.746904, expected=48.000000 predicted=52.994329, expected=56.000000 predicted=57.887553, expected=80.000000 predicted=65.106544, expected=12.000000 predicted=38.423636, expected=16.000000 predicted=33.162113, expected=56.000000 predicted=46.368563, expected=20.000000 predicted=36.832714, expected=48.000000 predicted=46.419451, expected=40.000000 predicted=31.232045, expected=56.000000 predicted=40.771049, expected=72.000000 predicted=55.465138, expected=28.000000 predicted=37.629298, expected=40.000000 predicted=45.473753, expected=32.000000 predicted=40.069104, expected=84.000000 predicted=60.074292, expected=12.000000 predicted=40.438698, expected=40.000000 predicted=38.251774, expected=20.000000 predicted=32.839115, expected=88.000000 predicted=54.078279, expected=24.000000 predicted=45.104654, expected=52.000000 predicted=39.412936, expected=24.000000 predicted=36.597512, expected=20.000000 predicted=30.860070, expected=84.000000 predicted=61.299334, expected=16.000000 predicted=30.734567, expected=48.000000 predicted=44.036402, expected=40.000000 predicted=36.611134, expected=92.000000 predicted=56.408142, expected=36.000000 predicted=53.250686, expected=16.000000 predicted=32.485463, expected=40.000000 predicted=43.216355, expected=52.000000 predicted=46.019809, expected=120.000000 predicted=77.986044, expected=80.000000 predicted=61.662145, expected=112.000000 predicted=74.816617, expected=40.000000 predicted=62.237105, expected=44.000000 predicted=63.877831, expected=64.000000 predicted=77.417523, expected=112.000000 predicted=84.497041, expected=36.000000 predicted=66.695121, expected=96.000000 predicted=69.462277, expected=40.000000 predicted=56.781808, expected=60.000000 predicted=65.087277, expected=44.000000 predicted=65.144220, expected=100.000000 predicted=67.700101, expected=12.000000 predicted=53.237702, expected=92.000000 predicted=62.743534, expected=120.000000 predicted=81.693256, expected=28.000000 predicted=55.751475, expected=52.000000 predicted=67.668540, expected=32.000000 predicted=43.773849, expected=24.000000 predicted=53.240468, expected=92.000000 predicted=72.957165, expected=72.000000 predicted=53.254904, expected=8.000000 predicted=39.375668, expected=80.000000 predicted=54.566334, expected=48.000000 predicted=48.414951, expected=64.000000 predicted=65.676257, expected=20.000000 predicted=45.136382, expected=108.000000 predicted=60.169726, expected=56.000000 predicted=64.119586, expected=156.000000 predicted=90.534249, expected=32.000000 predicted=65.101180, expected=100.000000 predicted=74.333243, expected=44.000000 predicted=78.051945, expected=88.000000 predicted=76.087134, expected=44.000000 predicted=81.205543, expected=136.000000 predicted=80.631009, expected=204.000000 predicted=127.580619, expected=80.000000 predicted=91.260130, expected=52.000000 predicted=88.226964, expected=24.000000 predicted=67.263083, expected=24.000000 predicted=75.744755, expected=52.000000 predicted=83.876075, expected=64.000000 predicted=56.847846, expected=152.000000 predicted=81.925548, expected=96.000000 predicted=72.369884, expected=108.000000 predicted=81.527807, expected=60.000000 predicted=77.745768, expected=40.000000 predicted=70.857056, expected=152.000000 predicted=118.052534, expected=92.000000 predicted=94.361750, expected=184.000000 predicted=124.407177, expected=24.000000 predicted=76.130959, expected=56.000000 predicted=72.905373, expected=20.000000 predicted=80.168629, expected=8.000000 predicted=52.749138, expected=40.000000 predicted=66.966065, expected=80.000000 predicted=46.192259, expected=56.000000 predicted=49.820694, expected=64.000000 predicted=46.160997, expected=96.000000 predicted=60.001609, expected=116.000000 predicted=81.352812, expected=84.000000 predicted=84.259690, expected=56.000000 predicted=70.265006, expected=64.000000 predicted=72.772105, expected=32.000000 predicted=66.791097, expected=8.000000 predicted=53.529017, expected=96.000000 predicted=67.508255, expected=80.000000 predicted=63.800788, expected=48.000000 predicted=55.521470, expected=44.000000 predicted=46.598680, expected=88.000000 predicted=59.115624, expected=48.000000 predicted=67.555188, expected=56.000000 predicted=61.549833, expected=108.000000 predicted=72.812036, expected=176.000000 predicted=103.596088, expected=104.000000 predicted=101.101521, expected=20.000000 predicted=65.024021, expected=88.000000 predicted=83.389710, expected=40.000000 predicted=79.629418, expected=32.000000 predicted=77.606295, expected=96.000000 predicted=75.781962, expected=216.000000 predicted=106.670019, expected=56.000000 predicted=85.642251, expected=88.000000 predicted=80.696338, expected=60.000000 predicted=75.495696, expected=60.000000 predicted=84.303784, expected=76.000000 predicted=105.761973, expected=12.000000 predicted=47.318469, expected=4.000000 predicted=42.297370, expected=220.000000 predicted=103.247646, expected=20.000000 predicted=59.717732, expected=36.000000 predicted=57.580051, expected=36.000000 predicted=44.283901, expected=88.000000 predicted=59.638345, expected=56.000000 predicted=92.291174, expected=24.000000 predicted=36.288711, expected=68.000000 predicted=52.561064, expected=48.000000 predicted=49.763916, expected=64.000000 predicted=62.738407, expected=88.000000 predicted=65.216802, expected=140.000000 predicted=81.845624, expected=84.000000 predicted=83.013578, expected=24.000000 predicted=60.089905, expected=76.000000 predicted=75.048406, expected=16.000000 predicted=59.922545, expected=16.000000 predicted=57.922380, expected=80.000000 predicted=60.148194, expected=92.000000 predicted=56.923354, expected=92.000000 predicted=72.371239, expected=48.000000 predicted=51.532200, expected=108.000000 predicted=72.630358, expected=60.000000 predicted=76.076445, expected=36.000000 predicted=65.989324, expected=72.000000 predicted=72.252440, expected=140.000000 predicted=87.041826, expected=68.000000 predicted=83.304799, expected=76.000000 predicted=74.172089, expected=40.000000 predicted=60.317332, expected=24.000000 predicted=57.426813, expected=52.000000 predicted=71.607181, expected=48.000000 predicted=52.143234, expected=80.000000 predicted=62.390055, expected=68.000000 predicted=55.401135, expected=16.000000 predicted=37.951506, expected=52.000000 predicted=51.423079, expected=24.000000 predicted=41.935463, expected=28.000000 predicted=44.285343, expected=56.000000 predicted=47.713528, expected=80.000000 predicted=47.831061, expected=72.000000 predicted=57.864949, expected=56.000000 predicted=50.657759, expected=128.000000 predicted=77.750688, expected=40.000000 predicted=64.092553, expected=84.000000 predicted=77.761922, expected=96.000000 predicted=82.709315, expected=76.000000 predicted=75.532317, expected=72.000000 predicted=86.802009, expected=80.000000 predicted=71.094812, expected=36.000000 predicted=66.362050, expected=20.000000 predicted=56.560957, expected=12.000000 predicted=42.702841, expected=64.000000 predicted=52.507761, expected=56.000000 predicted=52.508673, expected=88.000000 predicted=55.140554, expected=80.000000 predicted=56.972049, expected=56.000000 predicted=52.887823, expected=40.000000 predicted=58.318360, expected=80.000000 predicted=67.009756, expected=32.000000 predicted=59.053978, expected=28.000000 predicted=49.831768, expected=56.000000 predicted=50.723143, expected=12.000000 predicted=33.923309, expected=28.000000 predicted=41.306498, expected=36.000000 predicted=32.666703, expected=76.000000 predicted=45.743133, expected=92.000000 predicted=62.058411, expected=116.000000 predicted=68.482819, expected=20.000000 predicted=49.547632, expected=56.000000 predicted=58.001205, expected=28.000000 Test MSE: 1690.957
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518])] predicted=262.328788, expected=212.000000 predicted=224.174193, expected=248.000000 predicted=278.075134, expected=228.000000 predicted=248.421648, expected=260.000000 predicted=219.816090, expected=160.000000 predicted=198.761577, expected=188.000000 predicted=203.424774, expected=220.000000 predicted=226.904329, expected=152.000000 predicted=179.445101, expected=276.000000 predicted=258.274577, expected=256.000000 predicted=212.221190, expected=244.000000 predicted=219.626436, expected=272.000000 predicted=255.655507, expected=188.000000 predicted=185.327850, expected=248.000000 predicted=257.624327, expected=144.000000 predicted=196.918149, expected=184.000000 predicted=206.813314, expected=224.000000 predicted=235.145871, expected=136.000000 predicted=157.372781, expected=228.000000 predicted=229.994963, expected=256.000000 predicted=204.719058, expected=152.000000 predicted=168.637053, expected=120.000000 predicted=177.019046, expected=172.000000 predicted=161.972308, expected=420.000000 predicted=302.515582, expected=292.000000 predicted=258.538119, expected=236.000000 predicted=221.373319, expected=172.000000 predicted=188.500112, expected=236.000000 predicted=214.205532, expected=180.000000 predicted=264.128691, expected=208.000000 predicted=233.802338, expected=304.000000 predicted=264.549564, expected=312.000000 predicted=244.236818, expected=220.000000 predicted=233.885699, expected=192.000000 predicted=208.862869, expected=140.000000 predicted=182.867304, expected=128.000000 predicted=197.335354, expected=88.000000 predicted=174.834139, expected=236.000000 predicted=210.145932, expected=184.000000 predicted=174.550573, expected=244.000000 predicted=194.533115, expected=220.000000 predicted=190.520821, expected=188.000000 predicted=157.188404, expected=164.000000 predicted=200.259380, expected=236.000000 predicted=210.571990, expected=284.000000 predicted=251.452339, expected=308.000000 predicted=260.769941, expected=200.000000 predicted=208.966859, expected=212.000000 predicted=209.420202, expected=268.000000 predicted=253.369256, expected=120.000000 predicted=188.705796, expected=172.000000 predicted=228.337283, expected=228.000000 predicted=211.585117, expected=188.000000 predicted=186.558053, expected=236.000000 predicted=241.916999, expected=160.000000 predicted=155.798769, expected=244.000000 predicted=211.996339, expected=176.000000 predicted=198.449661, expected=192.000000 predicted=190.330057, expected=276.000000 predicted=251.178969, expected=156.000000 predicted=162.647921, expected=176.000000 predicted=208.330669, expected=244.000000 predicted=215.200749, expected=280.000000 predicted=228.785099, expected=140.000000 predicted=200.566438, expected=196.000000 predicted=193.378311, expected=296.000000 predicted=238.778301, expected=240.000000 predicted=227.643537, expected=12.000000 predicted=146.167706, expected=32.000000 predicted=108.126786, expected=136.000000 predicted=149.124186, expected=464.000000 predicted=326.209088, expected=412.000000 predicted=299.431898, expected=428.000000 predicted=269.345805, expected=328.000000 predicted=254.219221, expected=124.000000 predicted=173.528787, expected=364.000000 predicted=397.421630, expected=224.000000 predicted=287.602861, expected=232.000000 predicted=296.364648, expected=248.000000 predicted=283.506214, expected=288.000000 predicted=222.098456, expected=260.000000 predicted=290.796066, expected=140.000000 predicted=190.438608, expected=204.000000 predicted=223.665562, expected=200.000000 predicted=214.993037, expected=152.000000 predicted=198.596886, expected=220.000000 predicted=228.573594, expected=292.000000 predicted=221.703809, expected=264.000000 predicted=231.325585, expected=220.000000 predicted=220.592004, expected=316.000000 predicted=255.501049, expected=172.000000 predicted=201.159826, expected=260.000000 predicted=269.401626, expected=180.000000 predicted=220.031940, expected=232.000000 predicted=222.584297, expected=152.000000 predicted=218.723453, expected=212.000000 predicted=195.297153, expected=172.000000 predicted=204.905494, expected=92.000000 predicted=135.714301, expected=112.000000 predicted=163.425148, expected=32.000000 predicted=87.813026, expected=112.000000 predicted=138.912947, expected=300.000000 predicted=216.446023, expected=256.000000 predicted=172.542738, expected=232.000000 predicted=189.804580, expected=224.000000 predicted=172.281800, expected=204.000000 predicted=180.699526, expected=200.000000 predicted=236.131226, expected=260.000000 predicted=249.378868, expected=232.000000 predicted=227.193148, expected=256.000000 predicted=240.602188, expected=252.000000 predicted=235.867768, expected=196.000000 predicted=205.881175, expected=480.000000 predicted=365.286151, expected=468.000000 predicted=352.665232, expected=264.000000 predicted=278.072752, expected=296.000000 predicted=313.057446, expected=300.000000 predicted=277.134691, expected=280.000000 predicted=343.208363, expected=312.000000 predicted=358.800129, expected=356.000000 predicted=314.575428, expected=212.000000 predicted=255.566564, expected=292.000000 predicted=300.318937, expected=244.000000 predicted=262.839942, expected=164.000000 predicted=226.998784, expected=164.000000 predicted=242.656993, expected=200.000000 predicted=202.666008, expected=328.000000 predicted=285.649957, expected=324.000000 predicted=274.515008, expected=284.000000 predicted=243.562801, expected=288.000000 predicted=255.380488, expected=328.000000 predicted=282.429093, expected=160.000000 predicted=237.416712, expected=168.000000 predicted=240.840762, expected=356.000000 predicted=309.978449, expected=452.000000 predicted=348.284672, expected=176.000000 predicted=243.568781, expected=252.000000 predicted=250.500018, expected=312.000000 predicted=264.776577, expected=212.000000 predicted=256.502107, expected=140.000000 predicted=267.303011, expected=172.000000 predicted=188.579461, expected=428.000000 predicted=323.414885, expected=220.000000 predicted=237.781243, expected=172.000000 predicted=210.219619, expected=260.000000 predicted=235.728562, expected=96.000000 predicted=136.035005, expected=164.000000 predicted=256.558606, expected=340.000000 predicted=269.735090, expected=300.000000 predicted=226.417146, expected=240.000000 predicted=251.328543, expected=244.000000 predicted=212.057894, expected=248.000000 predicted=223.924476, expected=208.000000 predicted=255.511110, expected=192.000000 predicted=236.119397, expected=204.000000 predicted=219.041977, expected=392.000000 predicted=307.902761, expected=196.000000 predicted=213.492845, expected=160.000000 predicted=203.123993, expected=252.000000 predicted=240.272785, expected=304.000000 predicted=245.028310, expected=432.000000 predicted=376.371105, expected=380.000000 predicted=303.691458, expected=524.000000 predicted=382.356286, expected=320.000000 predicted=317.218320, expected=244.000000 predicted=302.778326, expected=168.000000 predicted=298.091248, expected=104.000000 predicted=219.307843, expected=264.000000 predicted=332.441783, expected=216.000000 predicted=232.580418, expected=240.000000 predicted=231.647803, expected=232.000000 predicted=214.061453, expected=232.000000 predicted=191.283876, expected=128.000000 predicted=190.387786, expected=76.000000 predicted=147.147328, expected=156.000000 predicted=183.897894, expected=252.000000 predicted=216.232275, expected=256.000000 predicted=223.380513, expected=224.000000 predicted=192.008600, expected=164.000000 predicted=153.619601, expected=184.000000 predicted=184.570901, expected=100.000000 predicted=163.407735, expected=232.000000 predicted=227.135818, expected=260.000000 predicted=226.507662, expected=300.000000 predicted=233.588936, expected=236.000000 predicted=223.152702, expected=216.000000 predicted=191.522849, expected=288.000000 predicted=265.931218, expected=164.000000 predicted=205.155626, expected=232.000000 predicted=256.103206, expected=292.000000 predicted=261.293660, expected=264.000000 predicted=237.090762, expected=240.000000 predicted=259.817998, expected=484.000000 predicted=345.212735, expected=424.000000 predicted=333.736299, expected=228.000000 predicted=275.943885, expected=268.000000 predicted=301.813930, expected=344.000000 predicted=304.421241, expected=472.000000 predicted=433.044334, expected=316.000000 predicted=348.826671, expected=280.000000 predicted=289.770874, expected=272.000000 predicted=293.760088, expected=204.000000 predicted=263.261882, expected=264.000000 predicted=329.457906, expected=296.000000 predicted=290.356546, expected=460.000000 predicted=362.085087, expected=264.000000 predicted=270.751262, expected=148.000000 predicted=209.696216, expected=248.000000 predicted=274.244071, expected=288.000000 predicted=272.913495, expected=184.000000 predicted=270.993082, expected=372.000000 predicted=319.915135, expected=440.000000 predicted=310.056764, expected=264.000000 predicted=261.919666, expected=196.000000 predicted=266.975697, expected=232.000000 predicted=238.410052, expected=108.000000 predicted=209.678111, expected=112.000000 predicted=233.087999, expected=208.000000 predicted=217.333748, expected=276.000000 predicted=218.526629, expected=172.000000 predicted=189.259900, expected=228.000000 predicted=195.257096, expected=124.000000 predicted=137.099199, expected=80.000000 predicted=140.587729, expected=120.000000 predicted=178.598862, expected=184.000000 predicted=162.674956, expected=156.000000 predicted=167.952448, expected=88.000000 predicted=111.689251, expected=132.000000 predicted=122.768674, expected=144.000000 predicted=130.378123, expected=104.000000 predicted=129.051483, expected=132.000000 predicted=141.199113, expected=184.000000 predicted=142.031091, expected=264.000000 predicted=195.543460, expected=148.000000 predicted=148.698087, expected=128.000000 predicted=139.398832, expected=152.000000 predicted=154.887781, expected=196.000000 predicted=179.049676, expected=184.000000 predicted=200.656208, expected=176.000000 predicted=167.332607, expected=244.000000 predicted=198.198167, expected=224.000000 predicted=192.415358, expected=200.000000 predicted=200.903406, expected=136.000000 predicted=169.168184, expected=180.000000 predicted=183.765371, expected=168.000000 predicted=190.078437, expected=144.000000 predicted=170.572786, expected=216.000000 predicted=203.910755, expected=180.000000 predicted=160.492866, expected=192.000000 predicted=186.284909, expected=80.000000 predicted=128.961594, expected=168.000000 predicted=163.198234, expected=180.000000 predicted=181.549477, expected=240.000000 predicted=198.836371, expected=192.000000 predicted=189.800099, expected=144.000000 predicted=136.195526, expected=88.000000 predicted=136.288107, expected=76.000000 predicted=123.485032, expected=216.000000 predicted=204.158864, expected=172.000000 predicted=159.918273, expected=132.000000 predicted=139.037571, expected=152.000000 predicted=140.945122, expected=84.000000 predicted=91.858575, expected=76.000000 predicted=131.260757, expected=60.000000 predicted=104.629296, expected=160.000000 predicted=135.243144, expected=96.000000 predicted=107.202166, expected=76.000000 predicted=84.916080, expected=104.000000 predicted=99.963097, expected=136.000000 predicted=101.119820, expected=96.000000 predicted=114.176449, expected=152.000000 predicted=129.039193, expected=216.000000 predicted=153.424510, expected=220.000000 predicted=165.454336, expected=120.000000 predicted=137.426925, expected=92.000000 predicted=116.854626, expected=136.000000 predicted=145.983834, expected=104.000000 predicted=136.756339, expected=76.000000 predicted=127.517725, expected=148.000000 predicted=134.343684, expected=112.000000 predicted=99.848648, expected=136.000000 predicted=131.571060, expected=124.000000 predicted=118.983878, expected=60.000000 predicted=75.427622, expected=68.000000 predicted=104.249283, expected=112.000000 predicted=106.947958, expected=100.000000 predicted=102.948613, expected=68.000000 predicted=89.471285, expected=104.000000 predicted=90.735897, expected=136.000000 predicted=103.997466, expected=168.000000 predicted=134.838327, expected=124.000000 predicted=115.870381, expected=124.000000 predicted=111.979436, expected=164.000000 predicted=141.618069, expected=200.000000 predicted=164.889996, expected=116.000000 predicted=136.859895, expected=140.000000 predicted=143.606869, expected=100.000000 predicted=117.024323, expected=104.000000 predicted=125.516314, expected=152.000000 predicted=160.860497, expected=124.000000 predicted=116.006770, expected=184.000000 predicted=160.391270, expected=76.000000 predicted=94.255641, expected=84.000000 predicted=102.952549, expected=156.000000 predicted=149.472305, expected=84.000000 predicted=93.128129, expected=72.000000 predicted=116.304645, expected=160.000000 predicted=126.438144, expected=172.000000 predicted=125.103711, expected=112.000000 predicted=126.492154, expected=172.000000 predicted=144.859331, expected=172.000000 predicted=133.959397, expected=160.000000 predicted=155.883421, expected=56.000000 predicted=113.713595, expected=172.000000 predicted=152.170140, expected=236.000000 predicted=190.423724, expected=104.000000 predicted=125.348974, expected=96.000000 predicted=138.847920, expected=92.000000 predicted=94.218212, expected=76.000000 predicted=107.443999, expected=48.000000 predicted=114.324503, expected=72.000000 predicted=83.464729, expected=112.000000 predicted=96.577752, expected=40.000000 predicted=58.502613, expected=124.000000 predicted=104.004289, expected=88.000000 predicted=72.021404, expected=104.000000 predicted=89.231072, expected=76.000000 predicted=93.047944, expected=116.000000 predicted=87.752126, expected=52.000000 predicted=80.443417, expected=140.000000 predicted=115.448854, expected=76.000000 predicted=85.164526, expected=64.000000 predicted=72.986149, expected=72.000000 predicted=92.718494, expected=24.000000 predicted=39.062655, expected=116.000000 predicted=114.181573, expected=112.000000 predicted=87.531027, expected=96.000000 predicted=80.770953, expected=72.000000 predicted=80.646522, expected=76.000000 predicted=64.180441, expected=60.000000 predicted=80.644687, expected=84.000000 predicted=89.957321, expected=156.000000 predicted=120.368493, expected=176.000000 predicted=123.594887, expected=132.000000 predicted=112.805471, expected=80.000000 predicted=90.512228, expected=88.000000 predicted=98.427710, expected=72.000000 predicted=102.494451, expected=84.000000 predicted=111.386624, expected=136.000000 predicted=123.902174, expected=84.000000 predicted=80.559517, expected=92.000000 predicted=94.442251, expected=24.000000 predicted=54.280066, expected=60.000000 predicted=71.508924, expected=76.000000 predicted=90.055165, expected=80.000000 predicted=72.771136, expected=152.000000 predicted=118.085405, expected=104.000000 predicted=73.569464, expected=128.000000 predicted=105.064657, expected=148.000000 predicted=121.924580, expected=152.000000 predicted=121.872167, expected=132.000000 predicted=139.377280, expected=56.000000 predicted=87.998063, expected=84.000000 predicted=107.972427, expected=116.000000 predicted=120.144591, expected=80.000000 predicted=98.845313, expected=72.000000 predicted=96.075209, expected=88.000000 predicted=79.454135, expected=104.000000 predicted=91.317045, expected=56.000000 predicted=78.316322, expected=156.000000 predicted=121.460243, expected=188.000000 predicted=130.906147, expected=88.000000 predicted=90.791855, expected=76.000000 predicted=104.244709, expected=100.000000 predicted=92.269472, expected=112.000000 predicted=117.751883, expected=144.000000 predicted=146.856564, expected=108.000000 predicted=101.135841, expected=72.000000 predicted=83.634802, expected=72.000000 predicted=90.370728, expected=64.000000 predicted=82.144899, expected=80.000000 predicted=97.266681, expected=52.000000 predicted=71.449875, expected=80.000000 predicted=75.598040, expected=104.000000 predicted=86.272072, expected=96.000000 predicted=79.634450, expected=44.000000 predicted=64.015042, expected=52.000000 predicted=60.768910, expected=88.000000 predicted=80.919789, expected=72.000000 predicted=75.900951, expected=72.000000 predicted=78.980601, expected=92.000000 predicted=74.678733, expected=172.000000 predicted=115.547592, expected=104.000000 predicted=94.077912, expected=96.000000 predicted=96.109069, expected=60.000000 predicted=78.115383, expected=48.000000 predicted=69.643153, expected=72.000000 predicted=103.103936, expected=44.000000 predicted=62.905686, expected=72.000000 predicted=76.771826, expected=92.000000 predicted=75.129861, expected=76.000000 predicted=63.087317, expected=120.000000 predicted=98.282331, expected=68.000000 predicted=62.775420, expected=100.000000 predicted=90.857987, expected=92.000000 predicted=91.747887, expected=112.000000 predicted=94.699688, expected=120.000000 predicted=115.294296, expected=80.000000 predicted=79.795203, expected=72.000000 predicted=88.767011, expected=56.000000 predicted=74.398660, expected=48.000000 predicted=71.710264, expected=84.000000 predicted=90.569041, expected=84.000000 predicted=75.709843, expected=52.000000 predicted=60.322478, expected=56.000000 predicted=61.210115, expected=40.000000 predicted=46.634013, expected=52.000000 predicted=61.240802, expected=64.000000 predicted=66.384527, expected=96.000000 predicted=72.357691, expected=48.000000 predicted=51.749718, expected=80.000000 predicted=67.741980, expected=88.000000 predicted=73.130747, expected=44.000000 predicted=52.784511, expected=76.000000 predicted=83.798983, expected=80.000000 predicted=66.405210, expected=88.000000 predicted=79.393832, expected=116.000000 predicted=100.188209, expected=92.000000 predicted=75.089531, expected=72.000000 predicted=78.695511, expected=132.000000 predicted=110.483102, expected=48.000000 Test MSE: 4528.746
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235])] predicted=156.597728, expected=128.000000 predicted=160.010699, expected=192.000000 predicted=155.007924, expected=164.000000 predicted=151.657933, expected=120.000000 predicted=154.768021, expected=108.000000 predicted=133.699521, expected=144.000000 predicted=140.871992, expected=88.000000 predicted=129.343091, expected=168.000000 predicted=145.635933, expected=152.000000 predicted=128.936368, expected=188.000000 predicted=148.865122, expected=248.000000 predicted=178.701025, expected=180.000000 predicted=161.822741, expected=180.000000 predicted=187.063283, expected=160.000000 predicted=175.010650, expected=124.000000 predicted=169.200057, expected=144.000000 predicted=175.375461, expected=128.000000 predicted=148.228546, expected=132.000000 predicted=146.143884, expected=100.000000 predicted=126.821261, expected=132.000000 predicted=128.486809, expected=124.000000 predicted=125.569194, expected=80.000000 predicted=109.884171, expected=252.000000 predicted=162.155618, expected=244.000000 predicted=160.445545, expected=152.000000 predicted=161.757291, expected=148.000000 predicted=162.944814, expected=144.000000 predicted=153.046641, expected=148.000000 predicted=180.846576, expected=120.000000 predicted=158.783688, expected=120.000000 predicted=136.855832, expected=284.000000 predicted=185.675692, expected=176.000000 predicted=157.884471, expected=56.000000 predicted=137.981660, expected=160.000000 predicted=155.788338, expected=112.000000 predicted=131.076084, expected=160.000000 predicted=174.961572, expected=168.000000 predicted=145.499882, expected=192.000000 predicted=143.727606, expected=212.000000 predicted=175.452010, expected=104.000000 predicted=141.107574, expected=144.000000 predicted=164.356240, expected=108.000000 predicted=141.589854, expected=152.000000 predicted=157.903426, expected=172.000000 predicted=156.985168, expected=220.000000 predicted=160.247371, expected=160.000000 predicted=156.067187, expected=196.000000 predicted=171.650017, expected=160.000000 predicted=167.741662, expected=60.000000 predicted=142.210211, expected=88.000000 predicted=145.236668, expected=164.000000 predicted=142.211542, expected=164.000000 predicted=146.809051, expected=176.000000 predicted=148.461919, expected=120.000000 predicted=118.771495, expected=124.000000 predicted=133.042110, expected=256.000000 predicted=185.242541, expected=136.000000 predicted=150.480607, expected=172.000000 predicted=175.081770, expected=92.000000 predicted=130.556793, expected=208.000000 predicted=173.477821, expected=144.000000 predicted=165.350057, expected=92.000000 predicted=134.203252, expected=104.000000 predicted=133.531484, expected=116.000000 predicted=118.796962, expected=128.000000 predicted=137.466637, expected=284.000000 predicted=174.002702, expected=184.000000 predicted=145.439528, expected=132.000000 predicted=153.646519, expected=204.000000 predicted=175.841400, expected=364.000000 predicted=234.899921, expected=196.000000 predicted=218.580861, expected=240.000000 predicted=232.187737, expected=228.000000 predicted=215.227765, expected=148.000000 predicted=209.807353, expected=92.000000 predicted=205.227455, expected=272.000000 predicted=213.435552, expected=220.000000 predicted=197.660823, expected=108.000000 predicted=173.322584, expected=136.000000 predicted=163.379684, expected=148.000000 predicted=147.277723, expected=120.000000 predicted=166.100482, expected=72.000000 predicted=131.316186, expected=124.000000 predicted=120.181081, expected=88.000000 predicted=106.397757, expected=88.000000 predicted=108.359251, expected=124.000000 predicted=109.208616, expected=208.000000 predicted=129.686824, expected=168.000000 predicted=136.201573, expected=152.000000 predicted=140.170143, expected=176.000000 predicted=152.855220, expected=88.000000 predicted=132.347012, expected=132.000000 predicted=159.285781, expected=144.000000 predicted=142.242867, expected=176.000000 predicted=150.618991, expected=148.000000 predicted=147.735062, expected=164.000000 predicted=143.247592, expected=112.000000 predicted=135.932637, expected=152.000000 predicted=151.402288, expected=140.000000 predicted=146.751626, expected=196.000000 predicted=161.412519, expected=220.000000 predicted=174.368366, expected=228.000000 predicted=179.544130, expected=220.000000 predicted=195.917245, expected=148.000000 predicted=177.279017, expected=148.000000 predicted=186.656011, expected=120.000000 predicted=169.117411, expected=124.000000 predicted=161.659526, expected=108.000000 predicted=143.232647, expected=152.000000 predicted=139.131179, expected=224.000000 predicted=161.931337, expected=188.000000 predicted=154.545426, expected=84.000000 predicted=133.575280, expected=144.000000 predicted=149.588574, expected=172.000000 predicted=156.076359, expected=180.000000 predicted=172.586896, expected=148.000000 predicted=156.862168, expected=184.000000 predicted=154.162659, expected=172.000000 predicted=163.003371, expected=76.000000 predicted=139.009717, expected=164.000000 predicted=164.399476, expected=116.000000 predicted=130.537946, expected=180.000000 predicted=161.447913, expected=168.000000 predicted=151.759384, expected=280.000000 predicted=181.453379, expected=196.000000 predicted=181.087271, expected=64.000000 predicted=143.223900, expected=84.000000 predicted=152.993154, expected=104.000000 predicted=134.903525, expected=36.000000 predicted=118.609820, expected=64.000000 predicted=100.242125, expected=184.000000 predicted=106.549713, expected=144.000000 predicted=103.364382, expected=80.000000 predicted=102.346344, expected=104.000000 predicted=100.055429, expected=216.000000 predicted=140.421209, expected=248.000000 predicted=179.026388, expected=172.000000 predicted=162.968976, expected=144.000000 predicted=155.400640, expected=196.000000 predicted=176.502328, expected=124.000000 predicted=166.336358, expected=96.000000 predicted=159.625750, expected=212.000000 predicted=173.971195, expected=164.000000 predicted=147.260482, expected=148.000000 predicted=163.149286, expected=144.000000 predicted=147.693209, expected=40.000000 predicted=104.293854, expected=72.000000 predicted=129.308194, expected=40.000000 predicted=87.912277, expected=68.000000 predicted=86.495902, expected=176.000000 predicted=116.256036, expected=232.000000 predicted=124.246438, expected=184.000000 predicted=137.509945, expected=172.000000 predicted=147.287642, expected=112.000000 predicted=135.508149, expected=132.000000 predicted=160.251198, expected=124.000000 predicted=155.332674, expected=220.000000 predicted=176.040763, expected=140.000000 predicted=145.852175, expected=132.000000 predicted=142.446046, expected=112.000000 predicted=134.718833, expected=184.000000 predicted=154.941020, expected=224.000000 predicted=185.110806, expected=224.000000 predicted=179.482287, expected=208.000000 predicted=185.207832, expected=128.000000 predicted=159.714034, expected=120.000000 predicted=168.521332, expected=100.000000 predicted=153.927167, expected=68.000000 predicted=129.438249, expected=72.000000 predicted=115.248032, expected=148.000000 predicted=118.084917, expected=176.000000 predicted=127.225940, expected=160.000000 predicted=129.729296, expected=236.000000 predicted=163.680519, expected=180.000000 predicted=153.146348, expected=172.000000 predicted=177.180964, expected=168.000000 predicted=178.357644, expected=176.000000 predicted=175.580146, expected=224.000000 predicted=205.820920, expected=180.000000 predicted=180.064915, expected=148.000000 predicted=172.427721, expected=72.000000 predicted=138.553181, expected=84.000000 predicted=133.511968, expected=56.000000 predicted=114.468288, expected=4.000000 predicted=74.663145, expected=144.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=110.039874, expected=176.000000 predicted=103.435424, expected=136.000000 predicted=109.937024, expected=84.000000 predicted=96.949310, expected=76.000000 predicted=84.819255, expected=160.000000 predicted=137.097831, expected=120.000000 predicted=124.106018, expected=196.000000 predicted=152.536066, expected=272.000000 predicted=176.413558, expected=220.000000 predicted=173.937688, expected=200.000000 predicted=199.265433, expected=168.000000 predicted=180.090718, expected=216.000000 predicted=210.178427, expected=296.000000 predicted=249.904611, expected=228.000000 predicted=220.443907, expected=200.000000 predicted=217.452643, expected=152.000000 predicted=189.534607, expected=240.000000 predicted=225.829047, expected=160.000000 predicted=201.115483, expected=148.000000 predicted=185.309714, expected=196.000000 predicted=189.163351, expected=152.000000 predicted=160.614804, expected=120.000000 predicted=165.823044, expected=136.000000 predicted=149.466913, expected=108.000000 predicted=130.261031, expected=148.000000 predicted=151.069960, expected=208.000000 predicted=162.167195, expected=212.000000 predicted=165.755480, expected=172.000000 predicted=165.989101, expected=116.000000 predicted=144.859034, expected=156.000000 predicted=163.677560, expected=64.000000 predicted=129.308047, expected=116.000000 predicted=143.847100, expected=228.000000 predicted=166.780706, expected=196.000000 predicted=151.317683, expected=180.000000 predicted=169.865214, expected=220.000000 predicted=173.545914, expected=352.000000 predicted=242.006059, expected=240.000000 predicted=231.791167, expected=204.000000 predicted=230.208680, expected=216.000000 predicted=225.688788, expected=304.000000 predicted=260.875615, expected=228.000000 predicted=254.459575, expected=296.000000 predicted=268.043306, expected=152.000000 predicted=204.310735, expected=116.000000 predicted=193.045836, expected=136.000000 predicted=195.185897, expected=200.000000 predicted=189.011481, expected=188.000000 predicted=193.299619, expected=136.000000 predicted=151.696591, expected=152.000000 predicted=153.453537, expected=152.000000 predicted=152.475083, expected=128.000000 predicted=152.886705, expected=128.000000 predicted=147.448402, expected=172.000000 predicted=151.025789, expected=180.000000 predicted=157.595350, expected=196.000000 predicted=170.471928, expected=136.000000 predicted=148.192236, expected=180.000000 predicted=168.656155, expected=96.000000 predicted=138.957310, expected=192.000000 predicted=175.984501, expected=156.000000 predicted=157.850227, expected=212.000000 predicted=174.703850, expected=72.000000 predicted=131.933897, expected=216.000000 predicted=171.759220, expected=108.000000 predicted=142.288495, expected=216.000000 predicted=177.879419, expected=244.000000 predicted=201.258514, expected=244.000000 predicted=184.807432, expected=272.000000 predicted=238.480825, expected=188.000000 predicted=193.412122, expected=152.000000 predicted=202.431103, expected=180.000000 predicted=206.825088, expected=192.000000 predicted=200.150994, expected=244.000000 predicted=223.176719, expected=184.000000 predicted=188.020064, expected=144.000000 predicted=171.353459, expected=340.000000 predicted=248.058733, expected=228.000000 predicted=210.911477, expected=156.000000 predicted=209.850296, expected=256.000000 predicted=231.876024, expected=300.000000 predicted=234.138651, expected=160.000000 predicted=227.348547, expected=100.000000 predicted=185.300972, expected=168.000000 predicted=179.938185, expected=136.000000 predicted=168.680317, expected=164.000000 predicted=184.200683, expected=168.000000 predicted=157.060677, expected=196.000000 predicted=159.985330, expected=156.000000 predicted=162.852735, expected=64.000000 predicted=123.903034, expected=176.000000 predicted=164.916289, expected=140.000000 predicted=140.088728, expected=100.000000 predicted=134.136356, expected=184.000000 predicted=158.024363, expected=240.000000 predicted=160.398112, expected=236.000000 predicted=194.279937, expected=160.000000 predicted=173.481583, expected=144.000000 predicted=164.149391, expected=140.000000 predicted=169.031614, expected=164.000000 predicted=178.467658, expected=136.000000 predicted=161.502743, expected=64.000000 predicted=117.909995, expected=104.000000 predicted=123.878895, expected=100.000000 predicted=109.699610, expected=224.000000 predicted=160.491798, expected=176.000000 predicted=143.472000, expected=124.000000 predicted=127.085532, expected=132.000000 predicted=141.787095, expected=224.000000 predicted=170.230509, expected=128.000000 predicted=156.325308, expected=160.000000 predicted=166.817165, expected=136.000000 predicted=143.779197, expected=144.000000 predicted=145.639845, expected=144.000000 predicted=160.343767, expected=136.000000 predicted=137.183247, expected=220.000000 predicted=176.199899, expected=116.000000 predicted=134.547216, expected=152.000000 predicted=156.915013, expected=400.000000 predicted=248.548933, expected=144.000000 predicted=160.068306, expected=152.000000 predicted=207.786139, expected=204.000000 predicted=191.508813, expected=200.000000 predicted=186.285086, expected=116.000000 predicted=201.986632, expected=168.000000 predicted=168.978373, expected=196.000000 predicted=171.704200, expected=192.000000 predicted=181.698510, expected=188.000000 predicted=186.061204, expected=168.000000 predicted=165.893501, expected=204.000000 predicted=189.690745, expected=184.000000 predicted=185.617609, expected=156.000000 predicted=176.608135, expected=136.000000 predicted=166.086110, expected=84.000000 predicted=134.966115, expected=72.000000 predicted=126.543746, expected=128.000000 predicted=130.499092, expected=196.000000 predicted=145.369334, expected=124.000000 predicted=122.939600, expected=112.000000 predicted=121.449901, expected=176.000000 predicted=141.377329, expected=144.000000 predicted=136.827098, expected=152.000000 predicted=158.587706, expected=212.000000 predicted=168.833040, expected=136.000000 predicted=141.035504, expected=156.000000 predicted=167.846185, expected=176.000000 predicted=163.925294, expected=144.000000 predicted=151.999396, expected=80.000000 predicted=139.847507, expected=136.000000 predicted=139.736546, expected=88.000000 predicted=114.059356, expected=192.000000 predicted=156.788617, expected=132.000000 predicted=127.944332, expected=88.000000 predicted=109.687776, expected=148.000000 predicted=141.024718, expected=136.000000 predicted=120.303397, expected=156.000000 predicted=151.408279, expected=224.000000 predicted=169.153329, expected=264.000000 predicted=185.148397, expected=404.000000 predicted=270.515438, expected=156.000000 predicted=194.343366, expected=188.000000 predicted=228.718683, expected=68.000000 predicted=172.357210, expected=160.000000 predicted=192.079603, expected=192.000000 predicted=211.027330, expected=168.000000 predicted=155.227452, expected=152.000000 predicted=163.571798, expected=132.000000 predicted=134.556024, expected=132.000000 predicted=148.298426, expected=92.000000 predicted=132.628926, expected=108.000000 predicted=128.073100, expected=108.000000 predicted=118.056506, expected=264.000000 predicted=173.247406, expected=688.000000 predicted=362.072338, expected=568.000000 predicted=365.294197, expected=432.000000 predicted=387.035817, expected=192.000000 predicted=292.526382, expected=220.000000 predicted=315.407570, expected=244.000000 predicted=367.203627, expected=264.000000 predicted=322.670797, expected=188.000000 predicted=253.197439, expected=132.000000 predicted=180.426076, expected=340.000000 predicted=270.850882, expected=104.000000 predicted=166.559782, expected=116.000000 predicted=181.515462, expected=136.000000 predicted=160.035169, expected=220.000000 predicted=176.280264, expected=220.000000 predicted=215.352139, expected=188.000000 predicted=169.480554, expected=164.000000 predicted=168.369232, expected=160.000000 predicted=168.507764, expected=128.000000 predicted=163.227055, expected=212.000000 predicted=194.880015, expected=92.000000 predicted=133.569723, expected=112.000000 predicted=138.533360, expected=168.000000 predicted=154.483421, expected=164.000000 predicted=144.900532, expected=168.000000 predicted=166.626575, expected=100.000000 predicted=119.138077, expected=180.000000 predicted=157.853170, expected=248.000000 predicted=195.075501, expected=92.000000 predicted=132.648758, expected=140.000000 predicted=159.699441, expected=124.000000 predicted=131.302581, expected=100.000000 predicted=129.207044, expected=116.000000 predicted=142.004993, expected=168.000000 predicted=134.442948, expected=164.000000 predicted=144.123004, expected=136.000000 predicted=136.034384, expected=60.000000 predicted=100.849475, expected=148.000000 predicted=137.182987, expected=112.000000 predicted=122.392337, expected=108.000000 predicted=120.939184, expected=108.000000 predicted=115.224819, expected=172.000000 predicted=129.937956, expected=140.000000 predicted=134.067693, expected=260.000000 predicted=188.252979, expected=160.000000 predicted=152.362471, expected=172.000000 predicted=168.029390, expected=236.000000 predicted=206.349375, expected=148.000000 predicted=162.700584, expected=160.000000 predicted=190.230973, expected=316.000000 predicted=236.256525, expected=160.000000 predicted=175.150396, expected=112.000000 predicted=175.900365, expected=132.000000 predicted=157.556096, expected=132.000000 predicted=146.349427, expected=180.000000 predicted=188.239832, expected=116.000000 predicted=131.987062, expected=76.000000 predicted=109.057683, expected=84.000000 predicted=109.126719, expected=76.000000 predicted=96.340975, expected=108.000000 predicted=113.040301, expected=184.000000 predicted=134.576086, expected=112.000000 predicted=103.841649, expected=56.000000 predicted=89.630645, expected=128.000000 predicted=115.459940, expected=120.000000 predicted=111.140008, expected=88.000000 predicted=112.116723, expected=88.000000 predicted=99.297635, expected=96.000000 predicted=90.538122, expected=180.000000 predicted=138.759512, expected=148.000000 predicted=127.527397, expected=184.000000 predicted=148.998609, expected=116.000000 predicted=124.759238, expected=136.000000 predicted=137.687027, expected=104.000000 Test MSE: 4275.682
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675])] predicted=8.939686, expected=16.000000 predicted=12.135626, expected=16.000000 predicted=12.867660, expected=8.000000 predicted=11.733179, expected=16.000000 predicted=12.904756, expected=12.000000 predicted=12.481351, expected=12.000000 predicted=12.660538, expected=8.000000 predicted=11.264337, expected=4.000000 predicted=7.484525, expected=12.000000 predicted=10.210094, expected=4.000000 predicted=6.902635, expected=8.000000 predicted=7.859624, expected=16.000000 predicted=10.857419, expected=4.000000 predicted=6.897623, expected=20.000000 predicted=13.772788, expected=8.000000 predicted=9.939148, expected=20.000000 predicted=14.318136, expected=8.000000 predicted=12.558341, expected=8.000000 predicted=9.515167, expected=4.000000 predicted=9.178775, expected=4.000000 predicted=5.602237, expected=4.000000 predicted=6.349569, expected=4.000000 predicted=4.402494, expected=4.000000 predicted=4.383297, expected=4.000000 predicted=3.887892, expected=24.000000 predicted=11.866137, expected=8.000000 predicted=9.317680, expected=8.000000 predicted=9.659664, expected=8.000000 predicted=9.231229, expected=16.000000 predicted=10.678259, expected=12.000000 predicted=13.016986, expected=16.000000 predicted=13.226719, expected=12.000000 predicted=12.638718, expected=4.000000 predicted=8.941237, expected=12.000000 predicted=11.349911, expected=20.000000 predicted=13.772840, expected=12.000000 predicted=13.032946, expected=8.000000 predicted=11.656434, expected=60.000000 predicted=30.208960, expected=4.000000 predicted=17.345602, expected=8.000000 predicted=17.613119, expected=8.000000 predicted=13.739509, expected=36.000000 predicted=18.717084, expected=8.000000 predicted=19.776386, expected=8.000000 predicted=12.199249, expected=108.000000 predicted=50.715213, expected=12.000000 predicted=28.886457, expected=16.000000 predicted=33.219100, expected=8.000000 predicted=22.044349, expected=8.000000 predicted=10.378940, expected=4.000000 predicted=19.735820, expected=12.000000 predicted=9.238468, expected=8.000000 predicted=8.961894, expected=4.000000 predicted=6.583485, expected=8.000000 predicted=7.586093, expected=20.000000 predicted=11.428878, expected=8.000000 predicted=10.245935, expected=12.000000 predicted=11.566903, expected=8.000000 predicted=9.590502, expected=20.000000 predicted=13.366756, expected=8.000000 predicted=12.168290, expected=12.000000 predicted=11.604868, expected=4.000000 predicted=9.018232, expected=4.000000 predicted=6.340331, expected=8.000000 predicted=8.383363, expected=8.000000 predicted=6.761552, expected=8.000000 predicted=7.916465, expected=8.000000 predicted=7.400488, expected=8.000000 predicted=7.420816, expected=4.000000 predicted=6.349756, expected=4.000000 predicted=5.579156, expected=4.000000 predicted=4.876550, expected=12.000000 predicted=7.535338, expected=4.000000 predicted=5.930222, expected=16.000000 predicted=9.990016, expected=44.000000 predicted=22.792969, expected=8.000000 predicted=15.315112, expected=4.000000 predicted=14.111612, expected=8.000000 predicted=10.907694, expected=4.000000 predicted=6.821716, expected=12.000000 predicted=12.691840, expected=4.000000 predicted=6.392417, expected=8.000000 predicted=6.892696, expected=4.000000 predicted=6.091532, expected=12.000000 predicted=7.773480, expected=4.000000 predicted=6.886973, expected=12.000000 predicted=8.453437, expected=12.000000 predicted=9.987780, expected=4.000000 predicted=6.889597, expected=8.000000 predicted=8.787742, expected=4.000000 predicted=5.646898, expected=40.000000 predicted=19.685118, expected=4.000000 predicted=12.291515, expected=8.000000 predicted=11.817717, expected=8.000000 predicted=10.947717, expected=4.000000 predicted=5.602333, expected=8.000000 predicted=11.045395, expected=52.000000 predicted=23.856627, expected=32.000000 predicted=25.255529, expected=12.000000 predicted=21.768367, expected=12.000000 predicted=19.092168, expected=8.000000 predicted=12.435898, expected=4.000000 predicted=13.197966, expected=44.000000 predicted=24.754487, expected=32.000000 predicted=23.970053, expected=4.000000 predicted=17.244774, expected=8.000000 predicted=15.502373, expected=4.000000 predicted=8.143652, expected=8.000000 predicted=11.486174, expected=4.000000 predicted=8.710509, expected=8.000000 predicted=6.187274, expected=16.000000 predicted=10.322094, expected=20.000000 predicted=13.147667, expected=16.000000 predicted=14.683773, expected=4.000000 predicted=10.366680, expected=4.000000 predicted=8.428226, expected=16.000000 predicted=11.624225, expected=8.000000 predicted=9.860954, expected=36.000000 predicted=20.791874, expected=4.000000 predicted=12.048576, expected=8.000000 predicted=11.568063, expected=68.000000 predicted=34.807176, expected=48.000000 predicted=34.534958, expected=20.000000 predicted=34.224121, expected=48.000000 predicted=39.276247, expected=40.000000 predicted=34.966215, expected=40.000000 predicted=42.797164, expected=72.000000 predicted=54.333857, expected=72.000000 predicted=55.966207, expected=648.000000 predicted=302.970511, expected=252.000000 predicted=265.784340, expected=160.000000 predicted=241.926832, expected=196.000000 predicted=240.545720, expected=56.000000 predicted=158.872867, expected=68.000000 predicted=210.412301, expected=8.000000 predicted=68.438199, expected=28.000000 predicted=54.003150, expected=8.000000 predicted=33.787906, expected=4.000000 predicted=17.102835, expected=4.000000 predicted=11.277437, expected=4.000000 predicted=5.653522, expected=4.000000 predicted=6.167353, expected=4.000000 predicted=4.256376, expected=4.000000 predicted=3.915803, expected=20.000000 predicted=10.938040, expected=20.000000 predicted=14.211635, expected=16.000000 predicted=15.401830, expected=4.000000 predicted=9.939695, expected=12.000000 predicted=11.091204, expected=4.000000 predicted=8.213122, expected=12.000000 predicted=10.884254, expected=4.000000 predicted=6.890583, expected=4.000000 predicted=5.801312, expected=8.000000 predicted=6.668414, expected=12.000000 predicted=8.659519, expected=8.000000 predicted=8.726603, expected=12.000000 predicted=9.874993, expected=16.000000 predicted=12.076808, expected=4.000000 predicted=8.754096, expected=20.000000 predicted=14.348229, expected=8.000000 predicted=10.172230, expected=16.000000 predicted=14.244592, expected=12.000000 predicted=12.271681, expected=16.000000 predicted=14.008345, expected=16.000000 predicted=15.152408, expected=12.000000 predicted=13.365836, expected=16.000000 predicted=14.933765, expected=24.000000 predicted=18.392230, expected=76.000000 predicted=43.789328, expected=8.000000 predicted=26.041657, expected=4.000000 predicted=20.110161, expected=8.000000 predicted=11.372271, expected=8.000000 predicted=12.125080, expected=8.000000 predicted=13.589329, expected=4.000000 predicted=5.970685, expected=8.000000 predicted=6.777133, expected=4.000000 predicted=5.445858, expected=4.000000 predicted=5.202847, expected=8.000000 predicted=6.173580, expected=8.000000 predicted=6.698509, expected=8.000000 predicted=7.563446, expected=12.000000 predicted=9.137894, expected=8.000000 predicted=8.410371, expected=20.000000 predicted=13.926801, expected=36.000000 predicted=22.819526, expected=36.000000 predicted=28.341821, expected=72.000000 predicted=47.728085, expected=8.000000 predicted=27.932099, expected=20.000000 predicted=28.526602, expected=8.000000 predicted=16.816715, expected=8.000000 predicted=15.887138, expected=12.000000 predicted=15.629662, expected=4.000000 predicted=7.637265, expected=8.000000 predicted=8.859571, expected=4.000000 predicted=5.609746, expected=4.000000 predicted=5.413408, expected=8.000000 predicted=6.510797, expected=36.000000 predicted=18.984987, expected=16.000000 predicted=16.824222, expected=28.000000 predicted=22.899407, expected=16.000000 predicted=17.779989, expected=12.000000 predicted=16.768515, expected=4.000000 predicted=12.057245, expected=4.000000 predicted=8.133298, expected=24.000000 predicted=15.681484, expected=8.000000 predicted=11.233557, expected=16.000000 predicted=14.324278, expected=4.000000 predicted=7.910776, expected=8.000000 predicted=9.073305, expected=8.000000 predicted=8.885057, expected=12.000000 predicted=9.953897, expected=56.000000 predicted=30.265760, expected=40.000000 predicted=32.235151, expected=164.000000 predicted=92.099398, expected=4.000000 predicted=47.692735, expected=12.000000 predicted=41.071439, expected=24.000000 predicted=27.331905, expected=12.000000 predicted=25.109555, expected=8.000000 predicted=25.349576, expected=4.000000 predicted=7.435195, expected=28.000000 predicted=17.134126, expected=4.000000 predicted=11.306471, expected=60.000000 predicted=33.307273, expected=84.000000 predicted=51.837806, expected=4.000000 predicted=32.149106, expected=8.000000 predicted=24.331001, expected=8.000000 predicted=12.757033, expected=8.000000 predicted=16.513455, expected=8.000000 predicted=14.312549, expected=56.000000 predicted=28.411182, expected=116.000000 predicted=65.202946, expected=80.000000 predicted=70.459412, expected=12.000000 predicted=45.294113, expected=44.000000 predicted=44.194605, expected=12.000000 predicted=30.800299, expected=40.000000 predicted=43.137896, expected=8.000000 predicted=23.359277, expected=8.000000 predicted=16.034176, expected=4.000000 predicted=10.884069, expected=8.000000 predicted=9.220824, expected=4.000000 predicted=8.336931, expected=4.000000 predicted=5.199780, expected=24.000000 predicted=13.215268, expected=8.000000 predicted=10.025566, expected=16.000000 predicted=13.867016, expected=4.000000 predicted=7.898200, expected=20.000000 predicted=14.287756, expected=44.000000 predicted=27.243022, expected=32.000000 predicted=28.270398, expected=20.000000 predicted=25.403307, expected=8.000000 predicted=16.338630, expected=8.000000 predicted=14.045359, expected=44.000000 predicted=28.753885, expected=68.000000 predicted=44.512213, expected=4.000000 predicted=25.775401, expected=12.000000 predicted=20.809150, expected=20.000000 predicted=17.829908, expected=4.000000 predicted=15.780028, expected=20.000000 predicted=19.774800, expected=20.000000 predicted=15.299409, expected=12.000000 predicted=15.111918, expected=24.000000 predicted=19.191127, expected=32.000000 predicted=23.227933, expected=4.000000 predicted=15.779906, expected=4.000000 predicted=11.511042, expected=4.000000 predicted=6.897720, expected=8.000000 predicted=9.065013, expected=4.000000 predicted=7.249761, expected=24.000000 Test MSE: 2094.514
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138])] predicted=6.981760, expected=4.000000 predicted=7.240345, expected=16.000000 predicted=11.307045, expected=20.000000 predicted=12.094318, expected=16.000000 predicted=11.064973, expected=4.000000 predicted=8.822818, expected=8.000000 predicted=9.831812, expected=4.000000 predicted=11.932669, expected=20.000000 predicted=13.477272, expected=12.000000 predicted=12.068498, expected=20.000000 predicted=10.311188, expected=20.000000 predicted=14.113456, expected=20.000000 predicted=14.860154, expected=4.000000 predicted=15.348472, expected=8.000000 predicted=12.588944, expected=20.000000 predicted=17.032315, expected=24.000000 predicted=17.782098, expected=8.000000 predicted=13.775638, expected=12.000000 predicted=10.632047, expected=12.000000 predicted=13.887126, expected=12.000000 predicted=15.187984, expected=8.000000 predicted=13.486342, expected=12.000000 predicted=10.311409, expected=24.000000 predicted=14.386296, expected=16.000000 predicted=14.278767, expected=12.000000 predicted=12.752004, expected=4.000000 predicted=11.383107, expected=4.000000 predicted=11.331395, expected=4.000000 predicted=11.978831, expected=8.000000 predicted=9.006370, expected=32.000000 predicted=12.878850, expected=16.000000 predicted=11.600708, expected=28.000000 predicted=13.540939, expected=20.000000 predicted=17.315217, expected=4.000000 predicted=15.071182, expected=4.000000 predicted=17.199759, expected=4.000000 predicted=12.819409, expected=12.000000 predicted=14.174886, expected=12.000000 predicted=11.216086, expected=16.000000 predicted=8.600190, expected=12.000000 predicted=9.532586, expected=16.000000 predicted=11.153281, expected=8.000000 predicted=12.342465, expected=20.000000 predicted=13.934434, expected=20.000000 predicted=16.667149, expected=4.000000 predicted=11.987753, expected=16.000000 predicted=13.475020, expected=16.000000 predicted=14.527362, expected=20.000000 predicted=16.792687, expected=12.000000 predicted=15.002616, expected=8.000000 predicted=10.694672, expected=8.000000 predicted=13.091649, expected=4.000000 predicted=11.363493, expected=28.000000 predicted=15.474171, expected=24.000000 predicted=16.031352, expected=32.000000 predicted=16.945095, expected=4.000000 predicted=14.328200, expected=4.000000 predicted=11.712493, expected=8.000000 predicted=18.029593, expected=8.000000 predicted=14.930366, expected=8.000000 predicted=12.782242, expected=44.000000 predicted=14.898392, expected=20.000000 predicted=16.175469, expected=4.000000 predicted=10.736370, expected=24.000000 predicted=16.576942, expected=12.000000 predicted=18.161728, expected=12.000000 predicted=21.373321, expected=32.000000 predicted=19.295547, expected=24.000000 predicted=17.627004, expected=12.000000 predicted=18.530503, expected=4.000000 predicted=13.381992, expected=24.000000 predicted=17.886854, expected=8.000000 predicted=19.707229, expected=4.000000 predicted=12.376077, expected=4.000000 predicted=9.103151, expected=12.000000 predicted=9.064862, expected=16.000000 predicted=14.042863, expected=8.000000 predicted=8.423512, expected=8.000000 predicted=7.412388, expected=16.000000 predicted=10.479522, expected=16.000000 predicted=13.325788, expected=8.000000 predicted=11.889740, expected=4.000000 predicted=8.639240, expected=8.000000 predicted=9.536889, expected=4.000000 predicted=9.946104, expected=4.000000 predicted=7.903974, expected=4.000000 predicted=5.572935, expected=8.000000 predicted=5.452006, expected=4.000000 predicted=5.654409, expected=4.000000 predicted=4.203376, expected=4.000000 predicted=4.520889, expected=4.000000 predicted=4.483884, expected=4.000000 predicted=5.006659, expected=8.000000 predicted=4.920906, expected=24.000000 predicted=9.466648, expected=4.000000 predicted=7.435704, expected=12.000000 predicted=7.702826, expected=8.000000 predicted=9.585046, expected=4.000000 predicted=8.829202, expected=4.000000 predicted=10.624039, expected=28.000000 predicted=11.305724, expected=28.000000 predicted=16.327851, expected=4.000000 predicted=10.280485, expected=4.000000 predicted=8.928376, expected=4.000000 predicted=10.567894, expected=4.000000 predicted=13.571381, expected=4.000000 predicted=10.382796, expected=4.000000 predicted=3.953955, expected=8.000000 predicted=4.947878, expected=4.000000 predicted=4.578454, expected=4.000000 predicted=4.207276, expected=20.000000 predicted=8.499448, expected=28.000000 predicted=13.005970, expected=20.000000 predicted=13.803915, expected=4.000000 predicted=10.177785, expected=16.000000 predicted=13.533926, expected=8.000000 predicted=16.384630, expected=8.000000 predicted=14.662969, expected=28.000000 predicted=16.871699, expected=16.000000 predicted=12.981729, expected=8.000000 predicted=12.648753, expected=24.000000 predicted=15.344024, expected=8.000000 predicted=14.010931, expected=12.000000 predicted=16.500857, expected=16.000000 predicted=14.948066, expected=16.000000 predicted=13.453873, expected=8.000000 predicted=14.645029, expected=4.000000 predicted=9.134088, expected=16.000000 predicted=12.560422, expected=4.000000 predicted=11.052541, expected=4.000000 predicted=8.527278, expected=8.000000 predicted=7.705355, expected=4.000000 predicted=6.042609, expected=8.000000 predicted=8.459321, expected=4.000000 predicted=5.120514, expected=16.000000 predicted=7.736258, expected=16.000000 predicted=10.420186, expected=12.000000 predicted=9.147182, expected=20.000000 predicted=12.797233, expected=16.000000 predicted=13.154626, expected=12.000000 predicted=14.738433, expected=8.000000 predicted=13.435920, expected=8.000000 predicted=11.902259, expected=16.000000 predicted=14.715573, expected=16.000000 predicted=13.834657, expected=8.000000 predicted=10.827992, expected=16.000000 predicted=11.680785, expected=16.000000 predicted=13.311371, expected=8.000000 predicted=12.882058, expected=4.000000 predicted=10.774237, expected=24.000000 predicted=13.494171, expected=4.000000 predicted=12.210911, expected=20.000000 predicted=13.099544, expected=8.000000 predicted=11.302537, expected=4.000000 predicted=8.221785, expected=12.000000 predicted=13.761490, expected=8.000000 predicted=8.738139, expected=28.000000 predicted=15.803470, expected=36.000000 predicted=18.133678, expected=4.000000 predicted=12.184511, expected=12.000000 predicted=14.192780, expected=8.000000 predicted=14.598885, expected=40.000000 predicted=24.602424, expected=4.000000 predicted=19.443142, expected=4.000000 predicted=8.223799, expected=12.000000 predicted=13.840249, expected=8.000000 predicted=12.059870, expected=12.000000 predicted=16.264539, expected=8.000000 predicted=7.616187, expected=8.000000 predicted=7.825243, expected=16.000000 predicted=11.491917, expected=20.000000 predicted=12.642680, expected=12.000000 predicted=12.355459, expected=12.000000 predicted=11.628910, expected=84.000000 predicted=30.163577, expected=4.000000 predicted=23.733741, expected=4.000000 predicted=18.215195, expected=20.000000 predicted=23.138678, expected=28.000000 predicted=24.150959, expected=4.000000 predicted=29.863585, expected=12.000000 predicted=11.125338, expected=4.000000 predicted=11.150005, expected=4.000000 predicted=11.567128, expected=4.000000 predicted=11.226045, expected=16.000000 predicted=7.636688, expected=28.000000 predicted=13.088694, expected=8.000000 predicted=9.302531, expected=8.000000 predicted=9.982051, expected=4.000000 predicted=10.499431, expected=4.000000 predicted=10.857680, expected=12.000000 predicted=12.893893, expected=20.000000 predicted=10.194624, expected=4.000000 predicted=7.873916, expected=4.000000 predicted=6.966546, expected=24.000000 predicted=12.283927, expected=8.000000 predicted=11.344048, expected=4.000000 predicted=10.586537, expected=4.000000 predicted=7.873837, expected=4.000000 predicted=7.001210, expected=20.000000 predicted=13.055587, expected=4.000000 predicted=7.010125, expected=8.000000 predicted=6.555755, expected=4.000000 predicted=7.269885, expected=12.000000 predicted=8.145717, expected=24.000000 predicted=14.156048, expected=20.000000 predicted=11.544999, expected=8.000000 predicted=11.370949, expected=8.000000 predicted=11.519147, expected=4.000000 predicted=12.101609, expected=20.000000 predicted=15.653309, expected=28.000000 predicted=16.666796, expected=28.000000 predicted=15.670567, expected=12.000000 predicted=14.956405, expected=8.000000 predicted=14.387045, expected=40.000000 predicted=24.774602, expected=4.000000 predicted=19.344088, expected=12.000000 predicted=17.186896, expected=8.000000 predicted=14.700523, expected=20.000000 predicted=14.433860, expected=8.000000 predicted=17.536459, expected=12.000000 predicted=9.646787, expected=32.000000 predicted=17.034984, expected=16.000000 predicted=14.770517, expected=20.000000 predicted=17.832622, expected=4.000000 predicted=14.278994, expected=20.000000 predicted=16.866934, expected=16.000000 predicted=19.815977, expected=12.000000 predicted=13.862954, expected=40.000000 predicted=20.925355, expected=28.000000 predicted=19.083741, expected=28.000000 predicted=23.070003, expected=8.000000 predicted=20.765922, expected=4.000000 predicted=17.781452, expected=24.000000 predicted=24.848195, expected=12.000000 predicted=17.928731, expected=8.000000 predicted=14.078350, expected=28.000000 predicted=15.188505, expected=24.000000 predicted=16.099195, expected=4.000000 predicted=15.558554, expected=12.000000 predicted=14.576259, expected=8.000000 predicted=13.447706, expected=32.000000 predicted=19.942120, expected=12.000000 predicted=15.863890, expected=8.000000 predicted=10.650631, expected=4.000000 predicted=12.723636, expected=12.000000 predicted=12.330815, expected=8.000000 predicted=14.158394, expected=8.000000 predicted=8.594010, expected=32.000000 predicted=13.604312, expected=12.000000 predicted=11.558727, expected=16.000000 predicted=13.773745, expected=4.000000 predicted=12.821427, expected=4.000000 predicted=11.342388, expected=4.000000 predicted=13.640189, expected=8.000000 predicted=8.319859, expected=4.000000 predicted=7.243030, expected=4.000000 predicted=4.378216, expected=4.000000 predicted=4.668062, expected=8.000000 predicted=5.409739, expected=16.000000 predicted=8.154405, expected=20.000000 predicted=9.641338, expected=4.000000 predicted=7.995099, expected=4.000000 predicted=8.269971, expected=8.000000 predicted=10.235052, expected=20.000000 predicted=13.068461, expected=4.000000 predicted=10.110582, expected=28.000000 predicted=11.774222, expected=16.000000 predicted=13.226832, expected=20.000000 predicted=14.684376, expected=4.000000 predicted=15.338338, expected=4.000000 predicted=10.870495, expected=4.000000 predicted=13.940210, expected=8.000000 predicted=9.736146, expected=12.000000 predicted=10.040059, expected=24.000000 predicted=10.071256, expected=16.000000 predicted=10.932542, expected=16.000000 predicted=12.282080, expected=4.000000 predicted=12.231716, expected=4.000000 predicted=11.681757, expected=4.000000 predicted=12.269577, expected=36.000000 predicted=15.831011, expected=4.000000 predicted=11.117112, expected=12.000000 predicted=8.863312, expected=12.000000 predicted=12.538014, expected=8.000000 predicted=10.859411, expected=28.000000 predicted=19.664899, expected=16.000000 predicted=12.795690, expected=4.000000 predicted=11.601068, expected=4.000000 predicted=11.728828, expected=12.000000 predicted=12.082570, expected=16.000000 predicted=15.054848, expected=24.000000 predicted=13.725434, expected=12.000000 predicted=10.962530, expected=8.000000 predicted=11.017371, expected=8.000000 predicted=13.178702, expected=16.000000 predicted=14.604770, expected=20.000000 predicted=16.126314, expected=24.000000 predicted=14.916306, expected=4.000000 predicted=11.670186, expected=8.000000 predicted=12.146400, expected=12.000000 predicted=14.880562, expected=8.000000 predicted=12.913176, expected=8.000000 predicted=11.629127, expected=12.000000 predicted=8.623956, expected=20.000000 predicted=11.795995, expected=8.000000 predicted=10.874840, expected=12.000000 predicted=10.719589, expected=20.000000 predicted=13.870916, expected=12.000000 predicted=13.439183, expected=20.000000 predicted=15.933476, expected=12.000000 predicted=13.471369, expected=24.000000 predicted=16.587123, expected=8.000000 predicted=15.975174, expected=4.000000 predicted=11.899589, expected=8.000000 predicted=13.632645, expected=8.000000 predicted=10.760163, expected=28.000000 predicted=15.626521, expected=32.000000 predicted=15.568566, expected=8.000000 predicted=11.976595, expected=8.000000 predicted=13.626285, expected=4.000000 predicted=13.982253, expected=4.000000 predicted=14.759443, expected=28.000000 predicted=17.574962, expected=12.000000 predicted=10.441482, expected=44.000000 predicted=17.291334, expected=4.000000 predicted=14.185020, expected=8.000000 predicted=13.167561, expected=4.000000 predicted=18.190226, expected=4.000000 predicted=12.164430, expected=16.000000 predicted=17.050019, expected=8.000000 predicted=7.167857, expected=12.000000 predicted=8.327571, expected=12.000000 predicted=9.165367, expected=16.000000 predicted=10.959324, expected=4.000000 predicted=11.097605, expected=12.000000 predicted=10.244719, expected=8.000000 predicted=11.041069, expected=8.000000 predicted=9.837733, expected=12.000000 predicted=10.837936, expected=12.000000 predicted=9.095569, expected=8.000000 predicted=9.845669, expected=12.000000 predicted=9.867754, expected=4.000000 predicted=8.876816, expected=20.000000 predicted=12.020461, expected=8.000000 predicted=10.949063, expected=4.000000 predicted=8.072286, expected=4.000000 predicted=8.782999, expected=4.000000 Test MSE: 103.192
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918])] predicted=380.430290, expected=36.000000 predicted=386.260064, expected=44.000000 predicted=403.020948, expected=28.000000 predicted=375.868618, expected=24.000000 predicted=37.800848, expected=28.000000 predicted=33.220370, expected=56.000000 predicted=36.001249, expected=48.000000 predicted=37.834992, expected=24.000000 predicted=34.508819, expected=28.000000 predicted=34.585811, expected=40.000000 predicted=37.470149, expected=16.000000 predicted=35.188962, expected=24.000000 predicted=29.710874, expected=2248.000000 predicted=399.674010, expected=28.000000 predicted=402.220120, expected=12.000000 predicted=402.611692, expected=44.000000 predicted=410.198579, expected=12.000000 predicted=428.359609, expected=44.000000 predicted=408.012934, expected=16.000000 predicted=25.751442, expected=36.000000 predicted=27.431578, expected=48.000000 predicted=33.045017, expected=36.000000 predicted=32.095523, expected=24.000000 predicted=33.714502, expected=12.000000 predicted=28.668278, expected=32.000000 predicted=31.334676, expected=12.000000 predicted=27.141777, expected=28.000000 predicted=23.805153, expected=2204.000000 predicted=388.378088, expected=24.000000 predicted=388.073705, expected=36.000000 predicted=397.734189, expected=24.000000 predicted=399.604116, expected=40.000000 predicted=423.807741, expected=20.000000 predicted=399.667876, expected=28.000000 predicted=28.629216, expected=60.000000 predicted=34.534351, expected=40.000000 predicted=35.325622, expected=44.000000 predicted=38.475884, expected=24.000000 predicted=35.940306, expected=28.000000 predicted=37.449372, expected=64.000000 predicted=43.203060, expected=52.000000 predicted=41.961214, expected=2036.000000 predicted=377.752119, expected=56.000000 predicted=379.922459, expected=40.000000 predicted=384.866456, expected=16.000000 predicted=385.898101, expected=36.000000 predicted=397.561455, expected=40.000000 predicted=375.511000, expected=44.000000 predicted=38.547581, expected=36.000000 predicted=35.108453, expected=24.000000 predicted=32.643688, expected=36.000000 predicted=35.941197, expected=48.000000 predicted=37.989085, expected=20.000000 predicted=34.526143, expected=56.000000 predicted=36.538590, expected=36.000000 predicted=36.658710, expected=40.000000 predicted=39.331440, expected=20.000000 predicted=36.394038, expected=40.000000 predicted=35.452069, expected=16.000000 predicted=34.468556, expected=2212.000000 predicted=397.566858, expected=52.000000 predicted=401.125435, expected=32.000000 predicted=399.762617, expected=24.000000 predicted=405.985772, expected=20.000000 predicted=420.565662, expected=24.000000 predicted=403.331340, expected=36.000000 predicted=31.187862, expected=48.000000 predicted=30.575330, expected=36.000000 predicted=31.212470, expected=64.000000 predicted=37.953276, expected=32.000000 predicted=39.969531, expected=64.000000 predicted=46.687458, expected=24.000000 predicted=44.536338, expected=12.000000 predicted=38.665420, expected=32.000000 predicted=37.781215, expected=2656.000000 predicted=475.521040, expected=28.000000 predicted=474.585110, expected=32.000000 predicted=471.143483, expected=52.000000 predicted=486.427728, expected=32.000000 predicted=509.069436, expected=40.000000 predicted=494.347959, expected=44.000000 predicted=37.945596, expected=24.000000 predicted=37.326193, expected=40.000000 predicted=38.535120, expected=28.000000 predicted=34.619421, expected=32.000000 predicted=34.609163, expected=20.000000 predicted=31.157646, expected=24.000000 predicted=27.959260, expected=2044.000000 predicted=367.590490, expected=24.000000 predicted=363.588236, expected=28.000000 predicted=365.260473, expected=12.000000 predicted=366.805182, expected=20.000000 predicted=379.577915, expected=20.000000 predicted=364.908006, expected=84.000000 predicted=31.312967, expected=40.000000 predicted=33.810385, expected=24.000000 predicted=33.137665, expected=40.000000 predicted=37.883992, expected=48.000000 predicted=42.886937, expected=32.000000 predicted=44.528537, expected=52.000000 predicted=39.201113, expected=36.000000 predicted=38.627916, expected=2676.000000 predicted=483.979477, expected=24.000000 predicted=483.244332, expected=28.000000 predicted=481.935561, expected=40.000000 predicted=492.744238, expected=32.000000 predicted=506.762709, expected=28.000000 predicted=492.429471, expected=32.000000 predicted=30.575178, expected=32.000000 predicted=31.958386, expected=52.000000 predicted=35.915731, expected=56.000000 predicted=38.582043, expected=28.000000 predicted=37.895572, expected=60.000000 predicted=43.262643, expected=48.000000 predicted=46.038620, expected=20.000000 predicted=43.953444, expected=24.000000 predicted=39.176951, expected=2580.000000 predicted=461.904710, expected=48.000000 predicted=466.167900, expected=44.000000 predicted=467.284023, expected=20.000000 predicted=471.245588, expected=16.000000 predicted=483.796224, expected=60.000000 predicted=479.518390, expected=36.000000 predicted=37.284095, expected=52.000000 predicted=37.822919, expected=40.000000 predicted=37.197241, expected=72.000000 predicted=46.087982, expected=48.000000 predicted=51.236435, expected=48.000000 predicted=49.314218, expected=48.000000 predicted=51.276003, expected=72.000000 predicted=54.787111, expected=44.000000 predicted=55.263104, expected=2468.000000 predicted=456.282434, expected=40.000000 predicted=457.293780, expected=76.000000 predicted=462.079308, expected=32.000000 predicted=466.704734, expected=52.000000 predicted=476.842296, expected=36.000000 predicted=465.994937, expected=48.000000 predicted=47.407559, expected=52.000000 predicted=49.234918, expected=36.000000 predicted=42.659273, expected=36.000000 predicted=43.229895, expected=60.000000 predicted=44.665624, expected=16.000000 predicted=41.325574, expected=48.000000 predicted=41.204337, expected=8.000000 predicted=33.959634, expected=52.000000 predicted=36.657316, expected=56.000000 predicted=39.891833, expected=2444.000000 predicted=439.549546, expected=28.000000 predicted=444.896385, expected=40.000000 predicted=439.297142, expected=36.000000 predicted=453.893629, expected=56.000000 predicted=464.999650, expected=36.000000 predicted=455.287911, expected=52.000000 predicted=41.247266, expected=56.000000 predicted=45.977359, expected=32.000000 predicted=44.645547, expected=40.000000 predicted=45.227293, expected=32.000000 predicted=41.342822, expected=12.000000 predicted=37.292543, expected=48.000000 predicted=36.575565, expected=36.000000 predicted=33.335045, expected=48.000000 predicted=35.879156, expected=36.000000 predicted=35.204481, expected=28.000000 predicted=34.611288, expected=36.000000 predicted=38.596817, expected=20.000000 predicted=33.975586, expected=32.000000 predicted=33.234687, expected=28.000000 predicted=29.927940, expected=40.000000 predicted=30.589047, expected=24.000000 predicted=29.884920, expected=20.000000 predicted=27.215747, expected=24.000000 predicted=27.908628, expected=24.000000 predicted=26.614967, expected=40.000000 predicted=28.559537, expected=32.000000 predicted=27.229335, expected=24.000000 predicted=27.195897, expected=56.000000 predicted=33.237840, expected=24.000000 predicted=33.308206, expected=24.000000 predicted=33.178939, expected=24.000000 predicted=30.579246, expected=56.000000 predicted=34.685303, expected=48.000000 predicted=38.597607, expected=40.000000 predicted=35.856499, expected=24.000000 predicted=35.878975, expected=28.000000 predicted=36.650345, expected=24.000000 predicted=36.646253, expected=24.000000 predicted=31.263668, expected=44.000000 predicted=30.569422, expected=32.000000 predicted=29.259209, expected=24.000000 predicted=29.186731, expected=40.000000 predicted=31.232643, expected=20.000000 predicted=30.642103, expected=60.000000 predicted=36.565088, expected=52.000000 predicted=37.961706, expected=92.000000 predicted=47.933256, expected=72.000000 predicted=55.939974, expected=68.000000 predicted=60.630962, expected=44.000000 predicted=64.651504, expected=36.000000 predicted=60.751749, expected=60.000000 predicted=62.067525, expected=184.000000 predicted=77.493362, expected=52.000000 predicted=74.048936, expected=84.000000 predicted=76.344746, expected=80.000000 predicted=82.833709, expected=60.000000 predicted=87.058427, expected=76.000000 predicted=89.291191, expected=64.000000 predicted=69.464198, expected=32.000000 predicted=66.029108, expected=104.000000 predicted=69.350423, expected=52.000000 predicted=64.833413, expected=92.000000 predicted=69.921915, expected=68.000000 predicted=68.671823, expected=88.000000 predicted=72.782748, expected=88.000000 predicted=82.032110, expected=96.000000 predicted=80.783861, expected=80.000000 predicted=85.376425, expected=76.000000 predicted=82.746398, expected=108.000000 predicted=89.466846, expected=80.000000 predicted=88.171450, expected=76.000000 predicted=86.013643, expected=116.000000 predicted=89.440942, expected=92.000000 predicted=91.558237, expected=72.000000 predicted=90.669395, expected=88.000000 predicted=87.400263, expected=132.000000 predicted=96.266871, expected=108.000000 predicted=101.491886, expected=84.000000 predicted=95.972584, expected=80.000000 predicted=94.090007, expected=104.000000 predicted=99.613634, expected=104.000000 predicted=102.208267, expected=140.000000 predicted=103.428958, expected=76.000000 predicted=98.098507, expected=116.000000 predicted=103.401558, expected=80.000000 predicted=103.580353, expected=120.000000 predicted=106.221724, expected=80.000000 predicted=102.124084, expected=84.000000 predicted=92.784480, expected=108.000000 predicted=98.126467, expected=152.000000 predicted=104.269222, expected=112.000000 predicted=109.431560, expected=112.000000 predicted=108.006177, expected=96.000000 predicted=110.865710, expected=76.000000 predicted=109.620894, expected=44.000000 predicted=98.811525, expected=80.000000 predicted=86.840550, expected=64.000000 predicted=78.860689, expected=120.000000 predicted=80.043922, expected=104.000000 predicted=81.378262, expected=100.000000 predicted=85.348511, expected=100.000000 predicted=94.702227, expected=84.000000 predicted=95.543898, expected=84.000000 predicted=98.799577, expected=92.000000 predicted=94.159080, expected=108.000000 predicted=94.829160, expected=84.000000 predicted=92.095519, expected=164.000000 predicted=102.757608, expected=84.000000 predicted=102.875205, expected=112.000000 predicted=107.344434, expected=64.000000 predicted=102.833279, expected=48.000000 predicted=92.926732, expected=64.000000 predicted=89.440194, expected=76.000000 predicted=74.892335, expected=76.000000 predicted=73.361155, expected=64.000000 predicted=65.291157, expected=100.000000 predicted=71.364631, expected=92.000000 predicted=78.791786, expected=92.000000 predicted=83.359917, expected=64.000000 predicted=81.348547, expected=52.000000 predicted=77.432815, expected=120.000000 predicted=86.823996, expected=112.000000 predicted=88.887101, expected=92.000000 predicted=88.615462, expected=88.000000 predicted=87.957898, expected=60.000000 predicted=87.540379, expected=60.000000 predicted=88.810590, expected=56.000000 predicted=78.132893, expected=96.000000 predicted=75.454085, expected=48.000000 predicted=68.043146, expected=100.000000 predicted=69.940514, expected=72.000000 predicted=72.096182, expected=80.000000 predicted=75.389581, expected=96.000000 predicted=82.009533, expected=84.000000 predicted=80.157586, expected=68.000000 predicted=83.343614, expected=64.000000 predicted=77.394393, expected=44.000000 predicted=72.792971, expected=56.000000 predicted=68.737111, expected=112.000000 predicted=71.434704, expected=88.000000 predicted=72.085985, expected=124.000000 predicted=81.232640, expected=104.000000 predicted=88.057005, expected=120.000000 predicted=100.802044, expected=80.000000 predicted=104.780158, expected=76.000000 predicted=98.812408, expected=56.000000 predicted=93.496794, expected=80.000000 predicted=86.194484, expected=44.000000 predicted=76.102767, expected=72.000000 predicted=68.007059, expected=100.000000 predicted=71.413427, expected=116.000000 predicted=78.109910, expected=76.000000 predicted=81.269593, expected=56.000000 predicted=77.301130, expected=92.000000 predicted=85.494673, expected=56.000000 predicted=82.908487, expected=60.000000 predicted=75.983311, expected=76.000000 predicted=69.371880, expected=120.000000 predicted=76.831518, expected=80.000000 predicted=80.690299, expected=108.000000 predicted=83.268643, expected=132.000000 predicted=96.148452, expected=48.000000 predicted=94.172650, expected=92.000000 predicted=96.617403, expected=68.000000 predicted=88.279392, expected=32.000000 predicted=80.153233, expected=56.000000 predicted=71.279711, expected=76.000000 predicted=62.193558, expected=92.000000 predicted=69.394926, expected=40.000000 predicted=60.566962, expected=128.000000 predicted=70.628025, expected=96.000000 predicted=81.550051, expected=124.000000 predicted=92.684204, expected=92.000000 predicted=95.320088, expected=116.000000 predicted=99.508721, expected=84.000000 predicted=106.827052, expected=52.000000 predicted=94.131163, expected=72.000000 predicted=90.094697, expected=100.000000 predicted=86.262881, expected=128.000000 predicted=92.129910, expected=68.000000 predicted=83.968387, expected=56.000000 predicted=79.262412, expected=80.000000 predicted=84.179490, expected=88.000000 predicted=86.947118, expected=60.000000 predicted=80.009487, expected=56.000000 predicted=67.948586, expected=64.000000 predicted=67.431478, expected=40.000000 predicted=64.768382, expected=68.000000 predicted=62.651109, expected=92.000000 predicted=63.408498, expected=56.000000 predicted=62.685328, expected=84.000000 predicted=67.222867, expected=100.000000 predicted=73.449238, expected=148.000000 predicted=91.478224, expected=80.000000 predicted=93.343271, expected=72.000000 predicted=89.945266, expected=136.000000 predicted=103.545201, expected=76.000000 predicted=102.356866, expected=100.000000 predicted=101.938700, expected=76.000000 predicted=90.110404, expected=88.000000 predicted=91.543292, expected=76.000000 predicted=92.080926, expected=68.000000 predicted=80.774208, expected=84.000000 predicted=82.063874, expected=52.000000 predicted=74.111888, expected=88.000000 predicted=76.017483, expected=80.000000 predicted=74.772982, expected=196.000000 predicted=94.780158, expected=212.000000 predicted=118.840955, expected=120.000000 predicted=124.642635, expected=152.000000 predicted=141.261093, expected=304.000000 predicted=177.989569, expected=120.000000 predicted=184.556534, expected=184.000000 predicted=181.836529, expected=208.000000 predicted=181.861341, expected=180.000000 predicted=192.065880, expected=176.000000 predicted=195.434424, expected=76.000000 predicted=157.683027, expected=60.000000 predicted=147.626139, expected=40.000000 predicted=123.701496, expected=20.000000 predicted=92.283261, expected=32.000000 predicted=67.327151, expected=76.000000 predicted=50.733820, expected=72.000000 predicted=50.012541, expected=56.000000 predicted=49.189840, expected=76.000000 predicted=55.270902, expected=48.000000 predicted=60.092083, expected=116.000000 predicted=74.042189, expected=76.000000 predicted=74.100219, expected=80.000000 predicted=75.301117, expected=60.000000 predicted=75.990612, expected=84.000000 predicted=77.506602, expected=72.000000 predicted=81.418852, expected=56.000000 predicted=71.358551, expected=64.000000 predicted=69.325597, expected=44.000000 predicted=63.425436, expected=84.000000 predicted=67.366575, expected=72.000000 predicted=65.402652, expected=44.000000 predicted=60.631433, expected=72.000000 predicted=63.279111, expected=32.000000 predicted=58.120794, expected=60.000000 predicted=60.643406, expected=80.000000 predicted=60.042790, expected=80.000000 predicted=61.406607, expected=80.000000 predicted=67.249147, expected=144.000000 predicted=79.417146, expected=52.000000 predicted=82.783739, expected=72.000000 predicted=84.565151, expected=3452.000000 predicted=648.545289, expected=108.000000 predicted=659.664925, expected=84.000000 predicted=666.960197, expected=68.000000 predicted=665.472894, expected=76.000000 predicted=686.523331, expected=68.000000 predicted=683.884680, expected=56.000000 predicted=76.679225, expected=56.000000 predicted=68.003740, expected=72.000000 predicted=66.064392, expected=104.000000 predicted=72.081988, expected=28.000000 predicted=63.951603, expected=76.000000 predicted=65.330626, expected=88.000000 predicted=70.795537, expected=48.000000 predicted=69.403771, expected=112.000000 predicted=75.951237, expected=96.000000 predicted=74.831392, expected=96.000000 predicted=86.083940, expected=56.000000 predicted=82.627216, expected=80.000000 predicted=81.499958, expected=76.000000 predicted=86.091799, expected=76.000000 predicted=80.073248, expected=96.000000 predicted=80.016587, expected=136.000000 predicted=86.839985, expected=52.000000 predicted=86.023404, expected=76.000000 predicted=85.356148, expected=60.000000 predicted=82.792073, expected=84.000000 predicted=84.175286, expected=80.000000 Test MSE: 184344.399
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614])] predicted=23.411723, expected=12.000000 predicted=21.282741, expected=56.000000 predicted=40.825422, expected=24.000000 predicted=42.644284, expected=16.000000 predicted=32.406706, expected=84.000000 predicted=37.943946, expected=72.000000 predicted=45.521705, expected=16.000000 predicted=42.196061, expected=24.000000 predicted=28.525788, expected=36.000000 predicted=41.090879, expected=12.000000 predicted=51.527458, expected=28.000000 predicted=36.614381, expected=48.000000 predicted=26.996018, expected=80.000000 predicted=42.347293, expected=104.000000 predicted=51.979117, expected=24.000000 predicted=36.484564, expected=16.000000 predicted=39.488491, expected=120.000000 predicted=70.014738, expected=4.000000 predicted=64.379658, expected=32.000000 predicted=57.904933, expected=12.000000 predicted=22.610468, expected=16.000000 predicted=42.659956, expected=40.000000 predicted=47.251231, expected=4.000000 predicted=16.510016, expected=20.000000 predicted=21.645122, expected=60.000000 predicted=25.111759, expected=8.000000 predicted=24.735788, expected=8.000000 predicted=22.165253, expected=8.000000 predicted=12.318044, expected=16.000000 predicted=26.089908, expected=4.000000 predicted=21.603616, expected=24.000000 predicted=12.153707, expected=8.000000 predicted=9.512630, expected=12.000000 predicted=12.574520, expected=16.000000 predicted=12.071127, expected=12.000000 predicted=13.110192, expected=12.000000 predicted=14.652134, expected=28.000000 predicted=14.774537, expected=20.000000 predicted=16.455135, expected=24.000000 predicted=18.494854, expected=32.000000 predicted=19.477655, expected=8.000000 predicted=18.915647, expected=16.000000 predicted=21.659235, expected=8.000000 predicted=17.072290, expected=40.000000 predicted=26.404145, expected=88.000000 predicted=36.331410, expected=8.000000 predicted=21.740724, expected=60.000000 predicted=32.610273, expected=68.000000 predicted=38.346204, expected=44.000000 predicted=57.081182, expected=24.000000 predicted=46.095905, expected=44.000000 predicted=37.933301, expected=8.000000 predicted=43.752793, expected=8.000000 predicted=37.677723, expected=12.000000 predicted=23.833951, expected=12.000000 predicted=22.183862, expected=20.000000 predicted=21.010278, expected=12.000000 predicted=10.833243, expected=24.000000 predicted=14.759385, expected=24.000000 predicted=16.421846, expected=12.000000 predicted=16.677037, expected=4.000000 predicted=14.256766, expected=28.000000 predicted=18.371340, expected=32.000000 predicted=23.327411, expected=12.000000 predicted=18.766632, expected=4.000000 predicted=11.456863, expected=12.000000 predicted=13.967399, expected=12.000000 predicted=19.984014, expected=24.000000 predicted=19.584666, expected=28.000000 predicted=15.025257, expected=20.000000 predicted=14.924689, expected=24.000000 predicted=18.183809, expected=12.000000 predicted=17.889366, expected=28.000000 predicted=24.580367, expected=40.000000 predicted=26.814321, expected=20.000000 predicted=23.683797, expected=24.000000 predicted=22.957478, expected=8.000000 predicted=18.502551, expected=60.000000 predicted=35.528497, expected=44.000000 predicted=33.574443, expected=24.000000 predicted=28.756415, expected=24.000000 predicted=24.440653, expected=12.000000 predicted=26.991545, expected=32.000000 predicted=38.886524, expected=28.000000 predicted=29.472514, expected=12.000000 predicted=22.108615, expected=20.000000 predicted=19.889188, expected=8.000000 predicted=17.586007, expected=12.000000 predicted=21.618985, expected=8.000000 predicted=15.038414, expected=12.000000 predicted=13.369711, expected=8.000000 predicted=11.631064, expected=8.000000 predicted=9.455417, expected=12.000000 predicted=10.123684, expected=20.000000 predicted=12.168120, expected=48.000000 predicted=20.079904, expected=20.000000 predicted=16.530692, expected=16.000000 predicted=17.571469, expected=28.000000 predicted=20.861569, expected=12.000000 predicted=25.382829, expected=120.000000 predicted=50.207810, expected=56.000000 predicted=37.080392, expected=56.000000 predicted=44.929665, expected=24.000000 predicted=33.832507, expected=12.000000 predicted=47.715409, expected=4.000000 predicted=52.123870, expected=52.000000 predicted=43.252753, expected=16.000000 predicted=30.726984, expected=20.000000 predicted=21.707477, expected=16.000000 predicted=14.156847, expected=4.000000 predicted=19.376418, expected=4.000000 predicted=21.324999, expected=8.000000 predicted=12.390018, expected=16.000000 predicted=14.246533, expected=20.000000 predicted=12.605793, expected=28.000000 predicted=12.976354, expected=12.000000 predicted=11.863122, expected=20.000000 predicted=16.050495, expected=20.000000 predicted=18.461982, expected=20.000000 predicted=21.647584, expected=24.000000 predicted=21.116694, expected=60.000000 predicted=27.921388, expected=40.000000 predicted=29.720873, expected=8.000000 predicted=24.220406, expected=4.000000 predicted=19.992879, expected=4.000000 predicted=24.714743, expected=16.000000 predicted=30.130413, expected=4.000000 predicted=15.422913, expected=8.000000 predicted=7.321264, expected=24.000000 predicted=9.742750, expected=32.000000 predicted=16.276608, expected=4.000000 predicted=12.578059, expected=8.000000 predicted=10.020813, expected=12.000000 predicted=13.412863, expected=12.000000 predicted=19.046756, expected=16.000000 predicted=15.953427, expected=16.000000 predicted=10.415211, expected=12.000000 predicted=11.891974, expected=56.000000 predicted=23.269366, expected=40.000000 predicted=24.760246, expected=12.000000 predicted=22.147122, expected=24.000000 predicted=21.177022, expected=20.000000 predicted=27.081168, expected=16.000000 predicted=33.138882, expected=12.000000 predicted=20.995125, expected=8.000000 predicted=14.736601, expected=8.000000 predicted=15.713115, expected=16.000000 predicted=15.050254, expected=8.000000 predicted=11.823124, expected=8.000000 predicted=9.927635, expected=8.000000 predicted=8.343431, expected=32.000000 predicted=15.747793, expected=48.000000 predicted=22.406821, expected=16.000000 predicted=17.069566, expected=8.000000 predicted=14.611834, expected=4.000000 predicted=15.511268, expected=16.000000 predicted=25.527210, expected=28.000000 predicted=25.267833, expected=4.000000 predicted=11.897903, expected=36.000000 predicted=16.137662, expected=16.000000 predicted=14.336924, expected=16.000000 predicted=20.712398, expected=376.000000 predicted=104.221948, expected=88.000000 predicted=73.311169, expected=36.000000 predicted=84.235252, expected=32.000000 predicted=45.986822, expected=32.000000 predicted=121.862439, expected=8.000000 predicted=137.549515, expected=40.000000 predicted=45.664446, expected=4.000000 predicted=23.184890, expected=20.000000 predicted=25.613629, expected=24.000000 predicted=20.329783, expected=32.000000 predicted=24.204945, expected=12.000000 predicted=21.080502, expected=40.000000 predicted=22.635827, expected=20.000000 predicted=22.673916, expected=52.000000 predicted=34.204455, expected=16.000000 predicted=24.851745, expected=28.000000 predicted=28.232925, expected=36.000000 predicted=31.131411, expected=24.000000 predicted=30.341210, expected=56.000000 predicted=39.218260, expected=12.000000 predicted=24.171871, expected=20.000000 predicted=29.363739, expected=12.000000 predicted=23.428661, expected=64.000000 predicted=38.666155, expected=16.000000 predicted=29.702239, expected=140.000000 predicted=53.528524, expected=36.000000 predicted=39.605941, expected=8.000000 predicted=41.059466, expected=12.000000 predicted=35.778350, expected=8.000000 predicted=38.996118, expected=24.000000 predicted=50.396712, expected=12.000000 predicted=17.836573, expected=4.000000 predicted=10.258757, expected=28.000000 predicted=15.067361, expected=4.000000 predicted=12.387570, expected=8.000000 predicted=14.366679, expected=16.000000 predicted=10.839959, expected=20.000000 predicted=14.973311, expected=20.000000 predicted=17.485884, expected=24.000000 predicted=14.657087, expected=16.000000 predicted=15.865725, expected=32.000000 predicted=22.242209, expected=20.000000 predicted=21.257543, expected=44.000000 predicted=28.376515, expected=56.000000 predicted=33.217256, expected=16.000000 predicted=27.979113, expected=4.000000 predicted=24.148646, expected=8.000000 predicted=21.406116, expected=8.000000 predicted=26.164328, expected=24.000000 predicted=24.876340, expected=64.000000 predicted=25.711128, expected=28.000000 predicted=21.110367, expected=24.000000 predicted=22.513581, expected=4.000000 predicted=17.729876, expected=8.000000 predicted=25.762161, expected=8.000000 predicted=25.791261, expected=40.000000 predicted=24.198103, expected=24.000000 predicted=19.150774, expected=32.000000 predicted=19.230206, expected=48.000000 predicted=25.198056, expected=4.000000 predicted=22.153032, expected=8.000000 predicted=24.669962, expected=8.000000 predicted=18.311247, expected=44.000000 predicted=31.071786, expected=20.000000 Test MSE: 1176.796
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864])] predicted=31.910373, expected=12.000000 predicted=23.010069, expected=32.000000 predicted=27.309226, expected=24.000000 predicted=22.697417, expected=44.000000 predicted=29.360839, expected=28.000000 predicted=28.468505, expected=24.000000 predicted=27.672509, expected=28.000000 predicted=30.987801, expected=20.000000 predicted=26.650129, expected=28.000000 predicted=28.594184, expected=12.000000 predicted=22.783785, expected=16.000000 predicted=21.244457, expected=16.000000 predicted=19.855773, expected=24.000000 predicted=18.556389, expected=64.000000 predicted=27.876718, expected=12.000000 predicted=22.645196, expected=8.000000 predicted=25.585028, expected=12.000000 predicted=24.061569, expected=28.000000 predicted=21.719368, expected=24.000000 predicted=23.628779, expected=4.000000 predicted=14.835312, expected=20.000000 predicted=17.669486, expected=12.000000 predicted=15.572132, expected=8.000000 predicted=14.908740, expected=28.000000 predicted=17.135095, expected=32.000000 predicted=16.740886, expected=56.000000 predicted=26.985295, expected=8.000000 predicted=23.981389, expected=32.000000 predicted=29.724659, expected=16.000000 predicted=28.362958, expected=4.000000 predicted=22.105236, expected=36.000000 predicted=26.722189, expected=12.000000 predicted=15.964500, expected=32.000000 predicted=22.615668, expected=84.000000 predicted=33.213203, expected=36.000000 predicted=31.934755, expected=28.000000 predicted=41.127594, expected=32.000000 predicted=39.612357, expected=4.000000 predicted=32.295343, expected=4.000000 predicted=30.446185, expected=52.000000 predicted=26.679253, expected=16.000000 predicted=19.542410, expected=36.000000 predicted=26.505665, expected=8.000000 predicted=20.715049, expected=8.000000 predicted=19.514485, expected=24.000000 predicted=24.426978, expected=28.000000 predicted=18.443362, expected=12.000000 predicted=19.266329, expected=12.000000 predicted=16.469256, expected=24.000000 predicted=18.059186, expected=28.000000 predicted=20.423155, expected=8.000000 predicted=18.355988, expected=16.000000 predicted=17.849980, expected=28.000000 predicted=19.204495, expected=12.000000 predicted=17.833381, expected=16.000000 predicted=18.990562, expected=8.000000 predicted=14.553638, expected=12.000000 predicted=14.671200, expected=20.000000 predicted=16.020370, expected=16.000000 predicted=13.465583, expected=24.000000 predicted=16.714761, expected=16.000000 predicted=16.048475, expected=20.000000 predicted=18.227103, expected=28.000000 predicted=21.033836, expected=16.000000 predicted=19.279490, expected=4.000000 predicted=18.147064, expected=4.000000 predicted=14.728964, expected=12.000000 predicted=13.039920, expected=24.000000 predicted=14.138095, expected=12.000000 predicted=11.728632, expected=4.000000 predicted=10.673308, expected=28.000000 predicted=15.087706, expected=4.000000 predicted=12.135546, expected=4.000000 predicted=13.057388, expected=32.000000 predicted=15.310542, expected=4.000000 predicted=10.281110, expected=12.000000 predicted=15.281348, expected=12.000000 predicted=11.864966, expected=24.000000 predicted=13.729113, expected=4.000000 predicted=14.275302, expected=16.000000 predicted=12.917952, expected=20.000000 predicted=14.644726, expected=4.000000 predicted=12.079627, expected=16.000000 predicted=15.169412, expected=12.000000 predicted=11.461547, expected=20.000000 predicted=14.359599, expected=20.000000 predicted=15.712344, expected=20.000000 predicted=15.422459, expected=16.000000 predicted=17.647892, expected=24.000000 predicted=18.943277, expected=28.000000 predicted=21.219652, expected=8.000000 predicted=18.757484, expected=4.000000 predicted=17.268164, expected=16.000000 predicted=15.881407, expected=16.000000 predicted=14.503898, expected=24.000000 predicted=16.259009, expected=12.000000 predicted=13.584228, expected=8.000000 predicted=13.626123, expected=12.000000 predicted=14.808845, expected=28.000000 predicted=16.234625, expected=20.000000 predicted=16.760563, expected=32.000000 predicted=19.846272, expected=4.000000 predicted=17.100930, expected=4.000000 predicted=16.875898, expected=4.000000 predicted=14.966833, expected=24.000000 predicted=13.620880, expected=8.000000 predicted=11.869562, expected=36.000000 predicted=14.875069, expected=12.000000 predicted=14.360804, expected=20.000000 predicted=17.746021, expected=40.000000 predicted=24.574328, expected=4.000000 predicted=17.846171, expected=16.000000 predicted=22.991057, expected=16.000000 predicted=17.795400, expected=8.000000 predicted=15.513235, expected=56.000000 predicted=25.145899, expected=4.000000 predicted=15.385189, expected=40.000000 predicted=25.750181, expected=36.000000 predicted=27.012168, expected=28.000000 predicted=27.288308, expected=4.000000 predicted=29.139386, expected=40.000000 predicted=25.983057, expected=8.000000 predicted=23.744406, expected=20.000000 predicted=23.043756, expected=12.000000 predicted=19.244861, expected=8.000000 predicted=14.005436, expected=8.000000 predicted=16.276220, expected=36.000000 predicted=15.310832, expected=4.000000 predicted=13.487445, expected=8.000000 predicted=13.921586, expected=28.000000 predicted=16.135682, expected=16.000000 predicted=14.563005, expected=20.000000 predicted=19.680940, expected=36.000000 predicted=19.620837, expected=4.000000 predicted=17.321666, expected=28.000000 predicted=23.529388, expected=20.000000 predicted=20.028489, expected=16.000000 predicted=19.735331, expected=4.000000 predicted=18.834135, expected=40.000000 predicted=18.805285, expected=8.000000 predicted=17.745715, expected=20.000000 predicted=19.058161, expected=16.000000 predicted=18.055095, expected=44.000000 predicted=20.984522, expected=16.000000 predicted=23.832295, expected=32.000000 predicted=23.829222, expected=28.000000 predicted=26.462151, expected=24.000000 predicted=25.497883, expected=36.000000 predicted=31.074520, expected=24.000000 predicted=25.959590, expected=12.000000 predicted=26.117523, expected=40.000000 predicted=28.206241, expected=12.000000 predicted=22.836359, expected=12.000000 predicted=23.267310, expected=32.000000 predicted=22.956734, expected=12.000000 predicted=17.808747, expected=20.000000 predicted=22.414021, expected=36.000000 predicted=21.189674, expected=8.000000 predicted=18.475415, expected=32.000000 predicted=25.038053, expected=16.000000 predicted=20.034291, expected=36.000000 predicted=24.318766, expected=12.000000 predicted=23.658761, expected=8.000000 predicted=18.645110, expected=32.000000 predicted=23.326501, expected=8.000000 predicted=16.578709, expected=20.000000 predicted=20.368492, expected=12.000000 predicted=15.559404, expected=16.000000 predicted=15.196305, expected=32.000000 predicted=20.457522, expected=8.000000 predicted=15.190008, expected=24.000000 predicted=19.873250, expected=12.000000 predicted=17.037483, expected=44.000000 predicted=22.323015, expected=8.000000 predicted=21.026919, expected=36.000000 predicted=23.028856, expected=12.000000 predicted=22.764865, expected=16.000000 predicted=20.594623, expected=12.000000 predicted=22.043748, expected=8.000000 predicted=14.155167, expected=40.000000 predicted=20.941453, expected=20.000000 predicted=17.042297, expected=28.000000 predicted=21.727298, expected=16.000000 predicted=21.566337, expected=20.000000 predicted=21.409328, expected=8.000000 predicted=21.896686, expected=20.000000 predicted=18.357161, expected=40.000000 predicted=21.772377, expected=8.000000 predicted=17.891007, expected=24.000000 predicted=21.743483, expected=8.000000 predicted=17.792768, expected=16.000000 predicted=18.404857, expected=4.000000 predicted=16.784436, expected=24.000000 predicted=13.613647, expected=28.000000 predicted=17.086271, expected=16.000000 predicted=15.804817, expected=60.000000 predicted=26.213311, expected=4.000000 predicted=21.791290, expected=28.000000 predicted=28.208631, expected=4.000000 predicted=23.625885, expected=76.000000 predicted=29.141499, expected=8.000000 predicted=30.045461, expected=32.000000 predicted=26.483663, expected=48.000000 predicted=34.479182, expected=56.000000 predicted=33.832777, expected=4.000000 predicted=39.426630, expected=32.000000 predicted=31.912484, expected=4.000000 predicted=28.393798, expected=28.000000 predicted=26.562326, expected=36.000000 predicted=27.391583, expected=8.000000 predicted=17.580559, expected=40.000000 predicted=26.416728, expected=24.000000 predicted=22.724682, expected=8.000000 predicted=23.555720, expected=8.000000 predicted=22.384469, expected=40.000000 predicted=19.782499, expected=20.000000 predicted=22.004626, expected=28.000000 predicted=22.310843, expected=44.000000 predicted=25.754064, expected=48.000000 predicted=30.042634, expected=24.000000 predicted=34.978230, expected=24.000000 predicted=32.770718, expected=24.000000 predicted=31.671542, expected=16.000000 predicted=28.633181, expected=24.000000 predicted=26.789583, expected=12.000000 predicted=20.376081, expected=12.000000 predicted=18.531011, expected=20.000000 predicted=18.108078, expected=20.000000 predicted=16.456707, expected=12.000000 predicted=16.877830, expected=4.000000 predicted=13.916114, expected=4.000000 predicted=11.847832, expected=24.000000 predicted=13.190244, expected=4.000000 predicted=10.590504, expected=12.000000 predicted=10.709638, expected=16.000000 predicted=11.169321, expected=16.000000 predicted=11.549651, expected=8.000000 predicted=13.911794, expected=4.000000 predicted=10.320048, expected=28.000000 predicted=13.701631, expected=12.000000 predicted=13.075185, expected=36.000000 predicted=17.779137, expected=8.000000 predicted=16.817305, expected=8.000000 predicted=16.022260, expected=4.000000 predicted=16.736904, expected=8.000000 predicted=10.973937, expected=36.000000 predicted=16.334444, expected=32.000000 predicted=15.440587, expected=20.000000 predicted=18.968326, expected=12.000000 predicted=20.325587, expected=36.000000 predicted=23.480859, expected=12.000000 predicted=23.536851, expected=8.000000 predicted=20.454289, expected=24.000000 predicted=19.466989, expected=16.000000 predicted=16.241571, expected=48.000000 predicted=24.112854, expected=40.000000 predicted=24.983283, expected=24.000000 predicted=27.136116, expected=36.000000 predicted=33.171229, expected=4.000000 predicted=27.083791, expected=36.000000 predicted=31.044537, expected=20.000000 predicted=26.208391, expected=32.000000 predicted=24.459263, expected=12.000000 predicted=24.699251, expected=12.000000 predicted=18.959101, expected=12.000000 predicted=20.828499, expected=16.000000 predicted=16.154804, expected=8.000000 predicted=15.270824, expected=16.000000 predicted=12.777867, expected=20.000000 predicted=13.875073, expected=20.000000 predicted=14.996566, expected=12.000000 predicted=15.880572, expected=16.000000 predicted=15.600876, expected=4.000000 predicted=14.424701, expected=24.000000 predicted=15.660858, expected=4.000000 predicted=13.079071, expected=20.000000 predicted=13.248284, expected=16.000000 predicted=14.434640, expected=40.000000 predicted=17.141780, expected=32.000000 predicted=23.267233, expected=16.000000 predicted=21.842831, expected=24.000000 predicted=25.969836, expected=8.000000 predicted=21.777220, expected=28.000000 predicted=24.024621, expected=16.000000 predicted=20.535387, expected=28.000000 predicted=19.636960, expected=40.000000 predicted=24.648811, expected=48.000000 predicted=27.545169, expected=24.000000 predicted=31.689264, expected=24.000000 predicted=31.112570, expected=48.000000 predicted=35.140899, expected=32.000000 predicted=34.463433, expected=12.000000 predicted=32.155905, expected=8.000000 predicted=25.839705, expected=12.000000 predicted=21.206013, expected=20.000000 predicted=20.573405, expected=4.000000 predicted=14.354444, expected=16.000000 predicted=12.514792, expected=32.000000 predicted=15.266734, expected=44.000000 predicted=20.662918, expected=8.000000 predicted=21.713252, expected=16.000000 predicted=21.621119, expected=28.000000 predicted=23.738014, expected=4.000000 predicted=19.890246, expected=12.000000 predicted=19.497773, expected=16.000000 predicted=13.983256, expected=28.000000 predicted=16.047666, expected=8.000000 predicted=16.390443, expected=12.000000 predicted=14.086559, expected=28.000000 predicted=17.486374, expected=24.000000 predicted=18.085716, expected=12.000000 predicted=19.287219, expected=12.000000 predicted=17.000542, expected=8.000000 predicted=15.420389, expected=16.000000 predicted=15.851521, expected=32.000000 predicted=17.089238, expected=4.000000 predicted=13.801163, expected=24.000000 predicted=17.144564, expected=44.000000 predicted=21.428138, expected=28.000000 predicted=23.374968, expected=24.000000 predicted=27.872296, expected=12.000000 predicted=23.618820, expected=28.000000 predicted=25.738270, expected=40.000000 predicted=28.504091, expected=16.000000 predicted=24.194770, expected=24.000000 predicted=25.503963, expected=24.000000 predicted=24.124340, expected=4.000000 predicted=21.393668, expected=40.000000 predicted=25.179474, expected=20.000000 predicted=20.465533, expected=24.000000 predicted=22.614409, expected=8.000000 predicted=21.528099, expected=28.000000 predicted=19.865731, expected=24.000000 predicted=23.461481, expected=24.000000 predicted=20.923968, expected=28.000000 predicted=23.696483, expected=8.000000 predicted=19.856892, expected=8.000000 predicted=20.241273, expected=8.000000 predicted=16.305742, expected=40.000000 predicted=18.069637, expected=8.000000 predicted=16.221385, expected=12.000000 predicted=15.131975, expected=8.000000 predicted=15.087040, expected=8.000000 predicted=12.327916, expected=8.000000 predicted=13.885162, expected=40.000000 predicted=13.692157, expected=12.000000 predicted=14.311380, expected=8.000000 predicted=15.066449, expected=40.000000 predicted=20.528397, expected=8.000000 predicted=17.345726, expected=32.000000 predicted=24.069754, expected=16.000000 predicted=20.171486, expected=24.000000 predicted=20.328672, expected=32.000000 predicted=26.037068, expected=4.000000 predicted=18.757442, expected=24.000000 predicted=22.804330, expected=32.000000 predicted=21.496033, expected=12.000000 predicted=20.215166, expected=4.000000 predicted=19.490151, expected=12.000000 predicted=14.806000, expected=16.000000 predicted=15.153432, expected=20.000000 predicted=15.474573, expected=88.000000 predicted=25.637350, expected=8.000000 predicted=24.477287, expected=4.000000 predicted=27.729804, expected=28.000000 predicted=29.265139, expected=4.000000 predicted=20.896673, expected=4.000000 predicted=23.441510, expected=104.000000 predicted=25.157711, expected=4.000000 predicted=21.729751, expected=12.000000 predicted=30.771504, expected=12.000000 predicted=25.618247, expected=12.000000 predicted=19.315038, expected=36.000000 predicted=31.937227, expected=40.000000 predicted=18.364519, expected=24.000000 predicted=22.943975, expected=44.000000 predicted=29.004122, expected=16.000000 predicted=27.876675, expected=20.000000 predicted=30.419060, expected=28.000000 predicted=29.099445, expected=8.000000 predicted=22.129425, expected=24.000000 predicted=24.492474, expected=12.000000 predicted=17.588419, expected=20.000000 predicted=18.306955, expected=4.000000 predicted=16.685349, expected=20.000000 predicted=14.274276, expected=20.000000 predicted=16.489114, expected=4.000000 predicted=13.039106, expected=16.000000 predicted=15.058726, expected=8.000000 predicted=11.208222, expected=48.000000 predicted=18.664036, expected=20.000000 predicted=19.148978, expected=28.000000 predicted=21.306309, expected=16.000000 predicted=23.645427, expected=16.000000 predicted=21.455279, expected=12.000000 predicted=24.018914, expected=12.000000 predicted=16.879169, expected=12.000000 predicted=16.135806, expected=4.000000 predicted=11.920258, expected=16.000000 predicted=12.083493, expected=8.000000 predicted=10.304593, expected=16.000000 predicted=11.298050, expected=24.000000 predicted=13.417089, expected=16.000000 Test MSE: 221.751
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892])] predicted=17.581180, expected=20.000000 predicted=14.383800, expected=28.000000 predicted=15.135154, expected=4.000000 predicted=11.710111, expected=24.000000 predicted=17.874902, expected=12.000000 predicted=18.250634, expected=20.000000 predicted=18.646186, expected=28.000000 predicted=20.190359, expected=12.000000 predicted=16.071631, expected=8.000000 predicted=15.578969, expected=4.000000 predicted=12.694042, expected=12.000000 predicted=14.569363, expected=4.000000 predicted=10.867548, expected=24.000000 predicted=12.361342, expected=24.000000 predicted=14.030211, expected=24.000000 predicted=16.037366, expected=8.000000 predicted=13.982936, expected=8.000000 predicted=14.034031, expected=8.000000 predicted=15.490436, expected=4.000000 predicted=12.295087, expected=24.000000 predicted=14.396866, expected=8.000000 predicted=9.809388, expected=20.000000 predicted=12.508038, expected=12.000000 predicted=12.116006, expected=16.000000 predicted=14.327173, expected=8.000000 predicted=13.658243, expected=16.000000 predicted=13.728154, expected=24.000000 predicted=17.237434, expected=24.000000 predicted=17.684860, expected=24.000000 predicted=18.774974, expected=20.000000 predicted=18.861357, expected=4.000000 predicted=16.559657, expected=28.000000 predicted=21.772551, expected=12.000000 predicted=18.576588, expected=8.000000 predicted=14.960418, expected=16.000000 predicted=14.362212, expected=16.000000 predicted=14.832579, expected=16.000000 predicted=16.149086, expected=12.000000 predicted=12.758278, expected=64.000000 predicted=27.408889, expected=24.000000 predicted=24.771358, expected=4.000000 predicted=18.637024, expected=20.000000 predicted=21.778290, expected=8.000000 predicted=22.109462, expected=4.000000 predicted=19.703647, expected=8.000000 predicted=10.759880, expected=40.000000 predicted=17.873645, expected=36.000000 predicted=21.778787, expected=36.000000 predicted=22.717656, expected=16.000000 predicted=20.768855, expected=24.000000 predicted=25.981439, expected=12.000000 predicted=26.010323, expected=4.000000 predicted=19.643807, expected=20.000000 predicted=19.191248, expected=24.000000 predicted=18.365417, expected=12.000000 predicted=15.505309, expected=12.000000 predicted=12.920901, expected=24.000000 predicted=16.987459, expected=12.000000 predicted=17.070635, expected=4.000000 predicted=12.998592, expected=12.000000 predicted=12.354197, expected=20.000000 predicted=15.405739, expected=24.000000 predicted=17.417619, expected=12.000000 predicted=13.167717, expected=24.000000 predicted=16.444262, expected=16.000000 predicted=17.740716, expected=20.000000 predicted=19.532032, expected=16.000000 predicted=18.178646, expected=20.000000 predicted=18.297220, expected=12.000000 predicted=17.228456, expected=16.000000 predicted=16.545244, expected=20.000000 predicted=17.820692, expected=8.000000 predicted=14.458831, expected=32.000000 predicted=19.745534, expected=8.000000 predicted=14.992413, expected=8.000000 predicted=14.050551, expected=24.000000 predicted=17.465525, expected=24.000000 predicted=18.920531, expected=8.000000 predicted=15.963510, expected=8.000000 predicted=11.839411, expected=16.000000 predicted=15.052901, expected=4.000000 predicted=13.331440, expected=4.000000 predicted=9.762439, expected=12.000000 predicted=9.077973, expected=12.000000 predicted=10.040884, expected=12.000000 predicted=10.187146, expected=40.000000 predicted=17.176376, expected=20.000000 predicted=16.889940, expected=8.000000 predicted=15.190552, expected=12.000000 predicted=15.928976, expected=16.000000 predicted=18.473972, expected=20.000000 predicted=20.233193, expected=12.000000 predicted=14.163600, expected=24.000000 predicted=16.135030, expected=4.000000 predicted=13.124950, expected=12.000000 predicted=14.236691, expected=4.000000 predicted=11.650643, expected=8.000000 predicted=10.717041, expected=16.000000 predicted=12.187581, expected=20.000000 predicted=11.978880, expected=52.000000 predicted=23.030357, expected=16.000000 predicted=18.236228, expected=4.000000 predicted=15.886601, expected=32.000000 predicted=24.114861, expected=8.000000 predicted=21.487665, expected=4.000000 predicted=17.764296, expected=4.000000 predicted=9.913660, expected=8.000000 predicted=10.374258, expected=12.000000 predicted=11.980074, expected=8.000000 predicted=7.311432, expected=40.000000 predicted=16.165458, expected=12.000000 predicted=13.484864, expected=36.000000 predicted=20.875601, expected=32.000000 predicted=23.948819, expected=16.000000 predicted=22.988424, expected=12.000000 predicted=22.453846, expected=12.000000 predicted=19.051073, expected=4.000000 predicted=17.450799, expected=24.000000 predicted=18.134573, expected=12.000000 predicted=13.394514, expected=20.000000 predicted=14.648648, expected=12.000000 predicted=13.256787, expected=20.000000 predicted=15.919886, expected=4.000000 predicted=13.807807, expected=8.000000 predicted=11.956797, expected=8.000000 predicted=11.602512, expected=12.000000 predicted=11.258619, expected=8.000000 predicted=9.794261, expected=8.000000 predicted=7.766641, expected=20.000000 predicted=11.854259, expected=8.000000 predicted=10.370212, expected=24.000000 predicted=14.535587, expected=12.000000 predicted=12.927166, expected=4.000000 predicted=11.315069, expected=12.000000 predicted=12.908214, expected=4.000000 predicted=10.147195, expected=36.000000 predicted=18.501197, expected=4.000000 predicted=10.944751, expected=4.000000 predicted=9.062786, expected=8.000000 predicted=10.351948, expected=8.000000 predicted=11.166645, expected=12.000000 predicted=12.367407, expected=48.000000 predicted=18.442972, expected=28.000000 predicted=19.255450, expected=4.000000 predicted=14.877463, expected=4.000000 predicted=14.224287, expected=4.000000 predicted=15.769741, expected=8.000000 predicted=16.469856, expected=16.000000 predicted=11.903279, expected=16.000000 predicted=9.536229, expected=12.000000 predicted=9.815944, expected=4.000000 predicted=8.625066, expected=12.000000 predicted=11.313491, expected=4.000000 predicted=10.111635, expected=16.000000 predicted=11.623500, expected=20.000000 predicted=12.524374, expected=4.000000 predicted=8.993047, expected=44.000000 predicted=19.882776, expected=20.000000 predicted=18.285803, expected=8.000000 predicted=16.817464, expected=20.000000 predicted=18.407001, expected=16.000000 predicted=18.900396, expected=64.000000 predicted=34.278173, expected=4.000000 predicted=19.451391, expected=4.000000 predicted=15.948545, expected=4.000000 predicted=16.074726, expected=20.000000 predicted=21.109694, expected=16.000000 predicted=19.286190, expected=8.000000 predicted=8.634435, expected=8.000000 predicted=9.018554, expected=32.000000 predicted=17.176025, expected=4.000000 predicted=13.666097, expected=12.000000 predicted=12.530321, expected=24.000000 predicted=15.538133, expected=20.000000 predicted=17.836259, expected=4.000000 predicted=14.074788, expected=24.000000 predicted=15.319344, expected=20.000000 predicted=18.107005, expected=24.000000 predicted=20.168201, expected=4.000000 predicted=13.824281, expected=8.000000 predicted=12.963303, expected=24.000000 predicted=18.653407, expected=20.000000 predicted=17.805539, expected=12.000000 predicted=14.494122, expected=44.000000 predicted=21.332602, expected=16.000000 predicted=20.168469, expected=8.000000 predicted=18.579356, expected=16.000000 predicted=18.367817, expected=28.000000 predicted=22.589802, expected=12.000000 predicted=20.085309, expected=24.000000 predicted=17.660642, expected=8.000000 predicted=14.690257, expected=16.000000 predicted=17.344479, expected=20.000000 predicted=18.421803, expected=8.000000 predicted=14.053187, expected=16.000000 predicted=15.210760, expected=20.000000 predicted=15.341790, expected=24.000000 predicted=18.418046, expected=4.000000 predicted=13.546049, expected=20.000000 predicted=15.534406, expected=16.000000 predicted=16.851375, expected=60.000000 predicted=29.005367, expected=12.000000 predicted=21.017942, expected=16.000000 predicted=19.285102, expected=16.000000 predicted=22.030781, expected=24.000000 predicted=25.286721, expected=16.000000 predicted=23.621366, expected=16.000000 predicted=16.260656, expected=28.000000 predicted=20.326478, expected=24.000000 predicted=21.277109, expected=4.000000 predicted=16.555796, expected=68.000000 predicted=30.792033, expected=64.000000 predicted=38.242118, expected=16.000000 predicted=30.677098, expected=24.000000 predicted=30.366362, expected=20.000000 predicted=31.630093, expected=20.000000 predicted=35.403835, expected=12.000000 predicted=24.811578, expected=60.000000 predicted=29.823130, expected=40.000000 predicted=30.712337, expected=32.000000 predicted=29.822463, expected=16.000000 predicted=27.056205, expected=20.000000 predicted=28.872070, expected=40.000000 predicted=36.738236, expected=20.000000 predicted=27.543353, expected=24.000000 predicted=24.827697, expected=12.000000 predicted=20.403699, expected=12.000000 predicted=20.525571, expected=20.000000 predicted=21.790251, expected=8.000000 predicted=15.307903, expected=20.000000 predicted=16.554955, expected=4.000000 predicted=11.477711, expected=20.000000 predicted=14.813599, expected=16.000000 predicted=14.947048, expected=20.000000 predicted=15.281790, expected=8.000000 predicted=13.518072, expected=16.000000 predicted=14.032884, expected=20.000000 predicted=17.325576, expected=20.000000 predicted=17.216125, expected=16.000000 predicted=16.321897, expected=8.000000 predicted=13.484821, expected=8.000000 predicted=13.883485, expected=4.000000 predicted=11.937283, expected=36.000000 predicted=18.417395, expected=12.000000 predicted=13.799743, expected=8.000000 predicted=11.290426, expected=36.000000 predicted=19.219104, expected=12.000000 predicted=17.560141, expected=8.000000 predicted=17.245261, expected=20.000000 predicted=16.165457, expected=16.000000 predicted=17.050464, expected=12.000000 predicted=16.945864, expected=16.000000 predicted=13.957890, expected=4.000000 predicted=11.554637, expected=4.000000 predicted=11.169771, expected=12.000000 predicted=11.083875, expected=20.000000 predicted=12.761367, expected=4.000000 predicted=9.120460, expected=20.000000 predicted=11.348334, expected=16.000000 predicted=12.920455, expected=12.000000 predicted=13.760139, expected=48.000000 predicted=23.320271, expected=4.000000 predicted=15.372912, expected=4.000000 predicted=15.213744, expected=12.000000 predicted=15.334879, expected=24.000000 predicted=19.249374, expected=16.000000 predicted=18.280507, expected=16.000000 predicted=12.398901, expected=4.000000 predicted=11.125579, expected=8.000000 predicted=12.852732, expected=4.000000 predicted=11.481027, expected=28.000000 predicted=14.969764, expected=24.000000 predicted=15.202952, expected=44.000000 predicted=21.183694, expected=100.000000 predicted=42.702447, expected=40.000000 predicted=38.931143, expected=36.000000 predicted=42.337285, expected=16.000000 predicted=38.581128, expected=60.000000 predicted=52.543513, expected=56.000000 predicted=53.757558, expected=44.000000 predicted=41.832461, expected=28.000000 predicted=37.179698, expected=20.000000 predicted=34.993883, expected=16.000000 predicted=35.680901, expected=8.000000 predicted=26.938384, expected=32.000000 predicted=26.473437, expected=12.000000 predicted=18.751786, expected=24.000000 predicted=19.124249, expected=16.000000 predicted=17.439301, expected=12.000000 predicted=16.657957, expected=24.000000 predicted=20.635745, expected=28.000000 predicted=20.717419, expected=4.000000 predicted=15.982613, expected=4.000000 predicted=12.736499, expected=20.000000 predicted=16.331145, expected=20.000000 predicted=17.933404, expected=4.000000 predicted=11.922328, expected=24.000000 predicted=13.636824, expected=28.000000 predicted=18.305683, expected=16.000000 predicted=18.279451, expected=12.000000 predicted=16.025311, expected=8.000000 predicted=14.194028, expected=8.000000 predicted=15.426420, expected=12.000000 predicted=14.184865, expected=44.000000 predicted=20.638728, expected=8.000000 predicted=14.046787, expected=16.000000 predicted=15.028410, expected=12.000000 predicted=15.729352, expected=12.000000 predicted=17.232618, expected=12.000000 predicted=17.080147, expected=16.000000 predicted=13.100350, expected=16.000000 predicted=14.297620, expected=4.000000 predicted=10.747937, expected=20.000000 predicted=14.121828, expected=8.000000 predicted=12.208861, expected=32.000000 predicted=18.186667, expected=60.000000 predicted=28.205512, expected=92.000000 predicted=43.783380, expected=68.000000 predicted=48.621825, expected=44.000000 predicted=47.359786, expected=92.000000 predicted=68.280817, expected=108.000000 predicted=83.203075, expected=28.000000 predicted=65.132687, expected=16.000000 predicted=52.043912, expected=76.000000 predicted=64.930873, expected=40.000000 predicted=57.693263, expected=28.000000 predicted=46.164776, expected=88.000000 predicted=52.733744, expected=1216.000000 predicted=628.133018, expected=48.000000 predicted=206.568495, expected=16.000000 predicted=317.030163, expected=32.000000 predicted=593.822269, expected=28.000000 predicted=384.230886, expected=28.000000 predicted=679.943256, expected=48.000000 predicted=35.346010, expected=20.000000 predicted=27.160359, expected=72.000000 predicted=41.207073, expected=20.000000 predicted=34.189408, expected=20.000000 predicted=33.208801, expected=4.000000 predicted=30.488470, expected=24.000000 predicted=25.500376, expected=20.000000 predicted=26.826290, expected=4.000000 predicted=13.940688, expected=24.000000 predicted=17.556994, expected=36.000000 predicted=19.526838, expected=24.000000 predicted=21.393522, expected=16.000000 predicted=20.800518, expected=24.000000 predicted=21.769571, expected=8.000000 predicted=20.492910, expected=12.000000 predicted=19.692424, expected=24.000000 predicted=18.895487, expected=40.000000 predicted=21.589501, expected=20.000000 predicted=20.898272, expected=16.000000 predicted=19.899273, expected=36.000000 predicted=26.048084, expected=148.000000 predicted=54.893064, expected=4.000000 predicted=37.936855, expected=32.000000 predicted=43.609065, expected=92.000000 predicted=60.642394, expected=48.000000 predicted=53.653772, expected=24.000000 predicted=58.193635, expected=28.000000 predicted=39.070029, expected=52.000000 predicted=45.435585, expected=40.000000 predicted=46.397227, expected=16.000000 predicted=33.489416, expected=16.000000 predicted=29.436135, expected=20.000000 predicted=27.922587, expected=12.000000 predicted=24.591015, expected=44.000000 predicted=26.700514, expected=16.000000 predicted=19.619844, expected=20.000000 predicted=21.248677, expected=48.000000 predicted=29.328089, expected=24.000000 predicted=25.428205, expected=28.000000 predicted=30.458854, expected=8.000000 predicted=23.375468, expected=4.000000 predicted=20.316347, expected=24.000000 predicted=23.606360, expected=20.000000 predicted=17.345836, expected=12.000000 predicted=15.629384, expected=8.000000 predicted=12.880637, expected=4.000000 predicted=11.254017, expected=24.000000 predicted=16.127596, expected=16.000000 predicted=13.713654, expected=16.000000 predicted=13.384277, expected=8.000000 predicted=12.733057, expected=16.000000 predicted=13.978062, expected=4.000000 predicted=13.202229, expected=4.000000 Test MSE: 7139.380
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904])] predicted=79.016895, expected=68.000000 predicted=70.824261, expected=56.000000 predicted=63.086950, expected=72.000000 predicted=70.998183, expected=56.000000 predicted=86.943404, expected=56.000000 predicted=73.410295, expected=84.000000 predicted=69.032500, expected=80.000000 predicted=68.409618, expected=52.000000 predicted=64.579805, expected=84.000000 predicted=67.752476, expected=68.000000 predicted=67.634207, expected=52.000000 predicted=69.867512, expected=36.000000 predicted=59.040619, expected=84.000000 predicted=65.031163, expected=116.000000 predicted=85.323548, expected=80.000000 predicted=73.859261, expected=56.000000 predicted=61.565453, expected=68.000000 predicted=63.338224, expected=44.000000 predicted=71.743232, expected=44.000000 predicted=73.394336, expected=60.000000 predicted=62.861850, expected=152.000000 predicted=85.266908, expected=40.000000 predicted=63.216494, expected=116.000000 predicted=74.890132, expected=68.000000 predicted=68.602593, expected=28.000000 predicted=66.806617, expected=44.000000 predicted=81.874304, expected=56.000000 predicted=55.827018, expected=72.000000 predicted=77.828025, expected=76.000000 predicted=62.896940, expected=60.000000 predicted=50.513504, expected=48.000000 predicted=52.969214, expected=60.000000 predicted=59.913088, expected=32.000000 predicted=56.277654, expected=128.000000 predicted=80.995926, expected=96.000000 predicted=74.556387, expected=84.000000 predicted=71.306617, expected=48.000000 predicted=62.832090, expected=52.000000 predicted=60.838313, expected=24.000000 predicted=74.650940, expected=56.000000 predicted=67.335534, expected=52.000000 predicted=59.432161, expected=88.000000 predicted=59.881360, expected=76.000000 predicted=59.913407, expected=32.000000 predicted=43.365882, expected=72.000000 predicted=61.022291, expected=80.000000 predicted=67.229065, expected=72.000000 predicted=75.714040, expected=96.000000 predicted=75.767421, expected=96.000000 predicted=70.063452, expected=80.000000 predicted=80.148442, expected=16.000000 predicted=61.998428, expected=60.000000 predicted=67.175304, expected=56.000000 predicted=72.286587, expected=36.000000 predicted=63.043132, expected=52.000000 predicted=54.839280, expected=96.000000 predicted=53.910867, expected=44.000000 predicted=56.466857, expected=60.000000 predicted=56.204364, expected=52.000000 predicted=50.040607, expected=20.000000 predicted=47.953617, expected=32.000000 predicted=55.324781, expected=92.000000 predicted=57.425514, expected=104.000000 predicted=70.939287, expected=72.000000 predicted=61.765122, expected=72.000000 predicted=54.573071, expected=36.000000 predicted=53.056359, expected=32.000000 predicted=65.987713, expected=60.000000 predicted=70.834686, expected=60.000000 predicted=61.328073, expected=60.000000 predicted=58.847332, expected=76.000000 predicted=53.699223, expected=28.000000 predicted=43.177087, expected=60.000000 predicted=57.525379, expected=28.000000 predicted=48.589546, expected=52.000000 predicted=53.738056, expected=80.000000 predicted=63.373397, expected=72.000000 predicted=53.100072, expected=72.000000 predicted=61.989009, expected=76.000000 predicted=57.287286, expected=28.000000 predicted=53.758147, expected=20.000000 predicted=53.886373, expected=44.000000 predicted=54.067172, expected=52.000000 predicted=56.190859, expected=64.000000 predicted=57.459871, expected=72.000000 predicted=47.242720, expected=40.000000 predicted=40.345829, expected=80.000000 predicted=58.821205, expected=52.000000 predicted=56.858215, expected=80.000000 predicted=68.201076, expected=88.000000 predicted=72.547260, expected=108.000000 predicted=75.124667, expected=56.000000 predicted=73.084929, expected=40.000000 predicted=58.872139, expected=68.000000 predicted=72.476432, expected=48.000000 predicted=70.159781, expected=56.000000 predicted=71.334599, expected=84.000000 predicted=62.488918, expected=76.000000 predicted=61.186390, expected=56.000000 predicted=63.261692, expected=48.000000 predicted=54.224753, expected=80.000000 predicted=66.996179, expected=28.000000 predicted=60.808199, expected=44.000000 predicted=56.761445, expected=76.000000 predicted=58.747243, expected=104.000000 predicted=70.561810, expected=44.000000 predicted=62.754944, expected=92.000000 predicted=60.291162, expected=84.000000 predicted=69.203903, expected=52.000000 predicted=72.264147, expected=36.000000 predicted=67.743854, expected=136.000000 predicted=79.753418, expected=112.000000 predicted=94.757613, expected=64.000000 predicted=78.401459, expected=40.000000 predicted=58.405304, expected=60.000000 predicted=62.986563, expected=68.000000 predicted=91.290979, expected=64.000000 predicted=77.523905, expected=76.000000 predicted=64.819276, expected=92.000000 predicted=66.017071, expected=48.000000 predicted=62.243740, expected=28.000000 predicted=55.581185, expected=84.000000 predicted=68.202735, expected=64.000000 predicted=68.942726, expected=84.000000 predicted=76.219148, expected=88.000000 predicted=65.506624, expected=92.000000 predicted=67.656448, expected=44.000000 predicted=70.610139, expected=80.000000 predicted=73.013535, expected=92.000000 predicted=83.647204, expected=40.000000 predicted=70.415227, expected=68.000000 predicted=72.742688, expected=88.000000 predicted=67.010434, expected=136.000000 predicted=95.517541, expected=104.000000 predicted=92.311499, expected=36.000000 predicted=60.161566, expected=52.000000 predicted=70.034099, expected=84.000000 predicted=85.523665, expected=76.000000 predicted=94.091792, expected=120.000000 predicted=92.598181, expected=76.000000 predicted=65.533665, expected=60.000000 predicted=68.084886, expected=56.000000 predicted=73.890177, expected=52.000000 predicted=70.406871, expected=16.000000 predicted=66.092781, expected=92.000000 predicted=69.287284, expected=56.000000 predicted=57.269312, expected=100.000000 predicted=68.979419, expected=60.000000 predicted=58.468744, expected=36.000000 predicted=45.265179, expected=28.000000 predicted=60.183781, expected=48.000000 predicted=54.260104, expected=40.000000 predicted=60.951176, expected=72.000000 predicted=55.382018, expected=68.000000 predicted=49.712508, expected=72.000000 predicted=52.343641, expected=44.000000 predicted=51.589216, expected=40.000000 predicted=48.552965, expected=32.000000 predicted=53.474294, expected=60.000000 predicted=58.110785, expected=76.000000 predicted=63.139061, expected=100.000000 predicted=64.496040, expected=64.000000 predicted=56.987843, expected=40.000000 predicted=49.435452, expected=20.000000 predicted=50.385381, expected=60.000000 predicted=64.189467, expected=72.000000 predicted=72.448657, expected=68.000000 predicted=59.770895, expected=76.000000 predicted=55.496359, expected=116.000000 predicted=67.528264, expected=84.000000 predicted=76.520412, expected=72.000000 predicted=76.540112, expected=68.000000 predicted=73.927478, expected=32.000000 predicted=66.247210, expected=72.000000 predicted=82.933099, expected=144.000000 predicted=94.788709, expected=96.000000 predicted=83.675653, expected=56.000000 predicted=69.240988, expected=24.000000 predicted=49.251787, expected=32.000000 predicted=63.430377, expected=80.000000 predicted=91.874193, expected=100.000000 predicted=81.043512, expected=104.000000 predicted=71.743698, expected=84.000000 predicted=61.225526, expected=68.000000 predicted=64.143947, expected=48.000000 predicted=72.997543, expected=20.000000 predicted=66.493261, expected=48.000000 predicted=68.805472, expected=68.000000 predicted=66.153255, expected=112.000000 predicted=74.845236, expected=48.000000 predicted=52.588996, expected=72.000000 predicted=52.330553, expected=64.000000 predicted=62.028634, expected=32.000000 predicted=60.267064, expected=76.000000 predicted=78.764373, expected=32.000000 predicted=48.441657, expected=92.000000 predicted=70.674322, expected=44.000000 predicted=55.291311, expected=40.000000 predicted=45.289254, expected=88.000000 predicted=69.159881, expected=56.000000 predicted=53.916289, expected=48.000000 predicted=64.989286, expected=100.000000 predicted=64.937337, expected=112.000000 predicted=76.059108, expected=104.000000 predicted=90.027166, expected=44.000000 predicted=63.291077, expected=56.000000 predicted=64.723482, expected=36.000000 predicted=72.848053, expected=104.000000 predicted=92.015361, expected=60.000000 predicted=74.821874, expected=76.000000 predicted=60.861365, expected=52.000000 predicted=57.882557, expected=60.000000 predicted=57.775627, expected=68.000000 predicted=77.100339, expected=92.000000 predicted=72.127284, expected=48.000000 predicted=64.366486, expected=104.000000 predicted=72.553705, expected=92.000000 predicted=76.806076, expected=76.000000 predicted=77.157700, expected=72.000000 predicted=79.619064, expected=132.000000 predicted=88.237781, expected=56.000000 predicted=86.499319, expected=68.000000 predicted=80.477554, expected=52.000000 predicted=69.649913, expected=44.000000 predicted=66.760870, expected=40.000000 predicted=74.936054, expected=72.000000 predicted=59.375889, expected=44.000000 predicted=55.315365, expected=84.000000 predicted=60.658078, expected=64.000000 predicted=55.863008, expected=88.000000 predicted=64.528651, expected=40.000000 predicted=60.826709, expected=32.000000 predicted=48.873713, expected=32.000000 predicted=56.944761, expected=16.000000 predicted=44.223439, expected=76.000000 predicted=62.931329, expected=76.000000 predicted=51.774439, expected=64.000000 predicted=48.678738, expected=52.000000 predicted=45.831903, expected=52.000000 predicted=45.401753, expected=40.000000 predicted=59.555626, expected=40.000000 predicted=56.025853, expected=60.000000 predicted=56.107663, expected=96.000000 predicted=64.830128, expected=92.000000 predicted=67.595942, expected=44.000000 predicted=52.084681, expected=36.000000 predicted=48.829530, expected=40.000000 predicted=56.245889, expected=36.000000 predicted=62.892765, expected=52.000000 predicted=60.359115, expected=52.000000 predicted=45.467899, expected=40.000000 predicted=40.418572, expected=40.000000 predicted=41.038398, expected=40.000000 predicted=40.721674, expected=40.000000 predicted=45.137794, expected=48.000000 predicted=46.266732, expected=124.000000 predicted=67.114220, expected=64.000000 predicted=57.052766, expected=68.000000 predicted=57.750799, expected=68.000000 predicted=59.938433, expected=60.000000 predicted=65.037016, expected=48.000000 predicted=78.658588, expected=60.000000 predicted=61.351600, expected=76.000000 predicted=67.606202, expected=56.000000 predicted=62.192844, expected=52.000000 predicted=56.731343, expected=40.000000 predicted=49.613125, expected=56.000000 predicted=57.455243, expected=60.000000 predicted=62.262103, expected=96.000000 predicted=67.381748, expected=44.000000 predicted=53.631223, expected=100.000000 predicted=66.205579, expected=56.000000 predicted=63.117447, expected=48.000000 predicted=61.562304, expected=48.000000 predicted=67.235645, expected=40.000000 predicted=50.527707, expected=48.000000 predicted=64.878770, expected=96.000000 predicted=64.960874, expected=76.000000 predicted=61.426900, expected=56.000000 predicted=55.946688, expected=36.000000 predicted=47.532671, expected=60.000000 predicted=58.225697, expected=44.000000 predicted=66.570809, expected=32.000000 predicted=52.507894, expected=40.000000 predicted=45.372709, expected=76.000000 predicted=51.806824, expected=72.000000 predicted=60.314144, expected=92.000000 predicted=62.690420, expected=88.000000 predicted=62.807537, expected=64.000000 predicted=62.583686, expected=68.000000 predicted=73.576989, expected=80.000000 predicted=76.789992, expected=68.000000 predicted=79.078022, expected=56.000000 predicted=71.072886, expected=28.000000 predicted=53.450467, expected=72.000000 predicted=65.283689, expected=40.000000 predicted=59.813949, expected=68.000000 predicted=61.030137, expected=80.000000 predicted=61.611624, expected=88.000000 predicted=61.089362, expected=44.000000 predicted=61.614068, expected=76.000000 predicted=60.849696, expected=64.000000 predicted=68.573406, expected=24.000000 predicted=58.676438, expected=72.000000 predicted=68.454695, expected=104.000000 predicted=69.300481, expected=96.000000 predicted=80.230681, expected=48.000000 predicted=61.328232, expected=120.000000 predicted=72.654110, expected=68.000000 predicted=79.362771, expected=44.000000 predicted=77.660997, expected=84.000000 predicted=81.017664, expected=56.000000 predicted=63.163776, expected=56.000000 predicted=79.498512, expected=52.000000 predicted=59.184053, expected=64.000000 predicted=57.069369, expected=88.000000 predicted=75.725659, expected=52.000000 predicted=58.467422, expected=56.000000 predicted=57.955285, expected=108.000000 predicted=73.735992, expected=136.000000 predicted=92.689396, expected=52.000000 predicted=77.142348, expected=48.000000 predicted=61.384449, expected=64.000000 predicted=68.656913, expected=28.000000 predicted=72.537343, expected=40.000000 predicted=73.531604, expected=52.000000 predicted=49.185251, expected=84.000000 predicted=59.435320, expected=80.000000 predicted=64.730053, expected=36.000000 predicted=43.122884, expected=56.000000 predicted=52.000380, expected=24.000000 predicted=47.568647, expected=72.000000 predicted=67.791895, expected=96.000000 predicted=73.543653, expected=140.000000 predicted=79.476131, expected=68.000000 predicted=69.357366, expected=64.000000 predicted=59.991650, expected=44.000000 predicted=69.240671, expected=44.000000 predicted=74.200585, expected=44.000000 predicted=79.151926, expected=80.000000 predicted=65.365493, expected=120.000000 predicted=78.752704, expected=48.000000 predicted=55.854659, expected=36.000000 predicted=49.770883, expected=36.000000 predicted=49.878423, expected=44.000000 predicted=62.556721, expected=44.000000 predicted=68.037468, expected=104.000000 predicted=63.092032, expected=132.000000 predicted=75.271325, expected=72.000000 predicted=63.821362, expected=56.000000 predicted=61.133639, expected=80.000000 predicted=71.142223, expected=52.000000 predicted=81.848700, expected=48.000000 predicted=81.323245, expected=76.000000 predicted=68.222415, expected=60.000000 predicted=60.849658, expected=40.000000 predicted=59.534936, expected=44.000000 predicted=49.894488, expected=28.000000 predicted=44.019087, expected=40.000000 predicted=52.772480, expected=32.000000 predicted=43.215255, expected=52.000000 predicted=42.498554, expected=100.000000 predicted=60.210878, expected=48.000000 predicted=45.083184, expected=48.000000 predicted=47.732576, expected=68.000000 predicted=53.112166, expected=48.000000 predicted=56.530318, expected=56.000000 predicted=69.081510, expected=56.000000 predicted=52.689048, expected=88.000000 predicted=64.372757, expected=44.000000 predicted=58.465183, expected=20.000000 predicted=42.678403, expected=56.000000 predicted=53.513235, expected=16.000000 predicted=42.592479, expected=68.000000 predicted=62.438200, expected=56.000000 predicted=46.544259, expected=60.000000 predicted=43.549778, expected=56.000000 predicted=53.036612, expected=76.000000 predicted=50.807003, expected=52.000000 predicted=60.916917, expected=64.000000 predicted=59.977964, expected=44.000000 predicted=55.233873, expected=100.000000 predicted=71.243789, expected=100.000000 predicted=80.661444, expected=64.000000 predicted=65.068511, expected=36.000000 predicted=57.938590, expected=48.000000 predicted=55.426482, expected=44.000000 predicted=69.171590, expected=44.000000 predicted=63.981488, expected=56.000000 predicted=53.796287, expected=64.000000 predicted=49.433898, expected=56.000000 predicted=52.073234, expected=44.000000 predicted=47.434307, expected=52.000000 predicted=49.971267, expected=36.000000 predicted=48.880671, expected=52.000000 predicted=53.996688, expected=100.000000 predicted=66.876086, expected=60.000000 predicted=55.769213, expected=60.000000 predicted=57.275076, expected=48.000000 predicted=50.080653, expected=40.000000 predicted=53.582142, expected=20.000000 predicted=57.016813, expected=24.000000 predicted=41.628799, expected=84.000000 predicted=58.472873, expected=100.000000 predicted=64.187623, expected=40.000000 predicted=46.120975, expected=56.000000 predicted=44.409006, expected=52.000000 predicted=48.774590, expected=52.000000 Test MSE: 656.298
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984])] predicted=16.430275, expected=8.000000 predicted=14.465381, expected=4.000000 predicted=11.848448, expected=16.000000 predicted=8.776101, expected=20.000000 predicted=11.306939, expected=16.000000 predicted=13.464877, expected=12.000000 predicted=12.821189, expected=4.000000 predicted=12.452285, expected=12.000000 predicted=13.164105, expected=12.000000 predicted=12.410483, expected=16.000000 predicted=11.920967, expected=16.000000 predicted=11.821029, expected=8.000000 predicted=11.794781, expected=16.000000 predicted=13.149958, expected=8.000000 predicted=12.822219, expected=16.000000 predicted=13.268044, expected=12.000000 predicted=12.459651, expected=12.000000 predicted=12.311659, expected=16.000000 predicted=12.993805, expected=16.000000 predicted=13.482978, expected=12.000000 predicted=14.111525, expected=12.000000 predicted=13.365045, expected=16.000000 predicted=13.910535, expected=4.000000 predicted=13.010114, expected=4.000000 predicted=10.706937, expected=8.000000 predicted=9.010290, expected=4.000000 predicted=8.148863, expected=16.000000 predicted=8.134374, expected=8.000000 predicted=7.427897, expected=8.000000 predicted=8.301815, expected=28.000000 predicted=11.195367, expected=12.000000 predicted=13.296720, expected=16.000000 predicted=14.826357, expected=4.000000 predicted=12.754834, expected=12.000000 predicted=13.645386, expected=12.000000 predicted=13.425766, expected=8.000000 predicted=10.993487, expected=4.000000 predicted=9.200628, expected=12.000000 predicted=8.541036, expected=4.000000 predicted=8.777844, expected=8.000000 predicted=7.943437, expected=8.000000 predicted=7.081550, expected=4.000000 predicted=6.996640, expected=4.000000 predicted=6.490383, expected=4.000000 predicted=5.320996, expected=8.000000 predicted=5.848217, expected=12.000000 predicted=6.423125, expected=12.000000 predicted=7.373652, expected=12.000000 predicted=8.737585, expected=8.000000 predicted=9.536309, expected=4.000000 predicted=9.538220, expected=4.000000 predicted=8.589449, expected=12.000000 predicted=8.344202, expected=12.000000 predicted=8.536164, expected=8.000000 predicted=8.155797, expected=12.000000 predicted=8.564066, expected=12.000000 predicted=10.081699, expected=20.000000 predicted=12.511234, expected=8.000000 predicted=12.240987, expected=4.000000 predicted=11.047858, expected=12.000000 predicted=10.915664, expected=20.000000 predicted=12.502628, expected=12.000000 predicted=12.728955, expected=4.000000 predicted=10.312987, expected=16.000000 predicted=11.094408, expected=16.000000 predicted=13.312074, expected=4.000000 predicted=12.340119, expected=20.000000 predicted=11.450994, expected=4.000000 predicted=11.117830, expected=16.000000 predicted=12.641171, expected=8.000000 predicted=11.003605, expected=4.000000 predicted=10.030396, expected=4.000000 predicted=8.866064, expected=4.000000 predicted=6.835088, expected=16.000000 predicted=8.097387, expected=8.000000 predicted=7.396913, expected=16.000000 predicted=8.660792, expected=16.000000 predicted=10.523169, expected=8.000000 predicted=11.977409, expected=4.000000 predicted=11.313656, expected=8.000000 predicted=9.937038, expected=8.000000 predicted=9.883671, expected=8.000000 predicted=8.526286, expected=4.000000 predicted=6.677069, expected=4.000000 predicted=6.085552, expected=4.000000 predicted=5.901716, expected=12.000000 predicted=6.404165, expected=4.000000 predicted=6.081680, expected=8.000000 predicted=6.034921, expected=4.000000 predicted=5.955994, expected=16.000000 predicted=7.887219, expected=8.000000 predicted=8.592940, expected=20.000000 predicted=9.965442, expected=12.000000 predicted=11.331851, expected=4.000000 predicted=11.396093, expected=8.000000 predicted=10.946640, expected=4.000000 predicted=9.539369, expected=16.000000 predicted=10.191372, expected=4.000000 predicted=8.046671, expected=4.000000 predicted=6.983077, expected=4.000000 predicted=6.368972, expected=16.000000 predicted=7.888399, expected=4.000000 predicted=8.008016, expected=4.000000 predicted=6.226214, expected=8.000000 predicted=6.362156, expected=12.000000 predicted=8.102444, expected=8.000000 predicted=8.530052, expected=20.000000 predicted=9.067591, expected=8.000000 predicted=10.342774, expected=8.000000 predicted=10.993896, expected=12.000000 predicted=10.952562, expected=8.000000 predicted=11.012112, expected=12.000000 predicted=11.014566, expected=24.000000 predicted=11.572856, expected=4.000000 predicted=12.026172, expected=4.000000 predicted=10.877949, expected=4.000000 predicted=9.112073, expected=16.000000 predicted=10.547102, expected=4.000000 predicted=9.176747, expected=12.000000 predicted=7.317931, expected=4.000000 predicted=7.358615, expected=8.000000 predicted=8.264623, expected=8.000000 predicted=8.267559, expected=8.000000 predicted=7.535426, expected=8.000000 predicted=7.817586, expected=16.000000 predicted=8.497478, expected=8.000000 predicted=9.525216, expected=4.000000 predicted=8.936809, expected=16.000000 predicted=9.544114, expected=8.000000 predicted=10.268347, expected=4.000000 predicted=9.495961, expected=4.000000 predicted=7.158495, expected=12.000000 predicted=7.924479, expected=8.000000 predicted=8.545914, expected=8.000000 predicted=7.370380, expected=4.000000 predicted=6.728400, expected=8.000000 predicted=7.383312, expected=8.000000 predicted=7.815931, expected=4.000000 predicted=6.817711, expected=20.000000 predicted=8.106638, expected=16.000000 predicted=10.047265, expected=16.000000 predicted=12.258695, expected=4.000000 predicted=11.583653, expected=4.000000 predicted=11.066433, expected=8.000000 predicted=10.957026, expected=12.000000 predicted=9.839213, expected=8.000000 predicted=8.552625, expected=4.000000 predicted=6.848783, expected=12.000000 predicted=7.808121, expected=8.000000 predicted=8.752210, expected=4.000000 predicted=8.145502, expected=8.000000 predicted=7.091596, expected=16.000000 predicted=8.504282, expected=8.000000 predicted=9.475432, expected=12.000000 predicted=9.288088, expected=28.000000 predicted=12.173413, expected=8.000000 predicted=14.050038, expected=16.000000 predicted=14.642209, expected=4.000000 predicted=12.817905, expected=8.000000 predicted=13.034759, expected=12.000000 predicted=11.937398, expected=16.000000 predicted=10.728997, expected=20.000000 predicted=12.349872, expected=16.000000 predicted=12.922968, expected=4.000000 predicted=13.179787, expected=16.000000 predicted=13.747442, expected=4.000000 predicted=12.870103, expected=8.000000 predicted=11.353323, expected=8.000000 predicted=8.893162, expected=28.000000 predicted=11.023018, expected=24.000000 predicted=14.496790, expected=4.000000 predicted=13.611610, expected=4.000000 predicted=12.716580, expected=8.000000 predicted=12.707687, expected=16.000000 predicted=13.717633, expected=4.000000 predicted=9.917892, expected=4.000000 predicted=6.812500, expected=8.000000 predicted=7.149654, expected=4.000000 predicted=7.562622, expected=12.000000 predicted=7.580080, expected=8.000000 predicted=6.671330, expected=40.000000 predicted=12.022565, expected=4.000000 predicted=13.443120, expected=8.000000 predicted=13.297322, expected=4.000000 predicted=12.296227, expected=8.000000 predicted=12.616671, expected=8.000000 predicted=11.201538, expected=8.000000 predicted=6.778761, expected=4.000000 predicted=6.677546, expected=8.000000 predicted=6.635310, expected=12.000000 predicted=7.814459, expected=16.000000 predicted=9.251406, expected=12.000000 predicted=10.064373, expected=20.000000 predicted=11.947975, expected=20.000000 predicted=14.713308, expected=16.000000 predicted=16.315406, expected=8.000000 predicted=15.495982, expected=12.000000 predicted=14.701942, expected=8.000000 predicted=13.976807, expected=12.000000 predicted=12.514778, expected=12.000000 predicted=11.107883, expected=20.000000 predicted=11.932239, expected=8.000000 predicted=12.232389, expected=12.000000 predicted=12.107923, expected=4.000000 predicted=11.386037, expected=12.000000 predicted=11.321095, expected=16.000000 predicted=11.537664, expected=16.000000 predicted=11.508005, expected=8.000000 predicted=11.443093, expected=12.000000 predicted=11.409411, expected=24.000000 predicted=14.342694, expected=24.000000 predicted=16.712036, expected=16.000000 predicted=16.887052, expected=28.000000 predicted=18.528796, expected=4.000000 predicted=18.778450, expected=8.000000 predicted=17.415833, expected=16.000000 predicted=15.336620, expected=12.000000 predicted=14.360684, expected=8.000000 predicted=12.412968, expected=4.000000 predicted=8.802425, expected=8.000000 predicted=9.320706, expected=16.000000 predicted=10.311508, expected=8.000000 predicted=9.482102, expected=12.000000 predicted=9.272586, expected=16.000000 predicted=10.560202, expected=4.000000 predicted=11.164286, expected=12.000000 predicted=11.037982, expected=4.000000 predicted=9.438653, expected=8.000000 predicted=9.394207, expected=20.000000 predicted=10.008363, expected=4.000000 predicted=9.268402, expected=4.000000 predicted=8.685028, expected=4.000000 predicted=7.192390, expected=4.000000 predicted=7.540633, expected=16.000000 predicted=8.015625, expected=8.000000 predicted=6.839922, expected=12.000000 predicted=8.065878, expected=12.000000 predicted=9.223398, expected=16.000000 predicted=11.540902, expected=12.000000 predicted=12.603039, expected=4.000000 predicted=11.008280, expected=8.000000 predicted=10.511401, expected=4.000000 predicted=9.378124, expected=4.000000 predicted=7.935914, expected=16.000000 predicted=7.467643, expected=8.000000 predicted=7.597445, expected=12.000000 predicted=8.656570, expected=16.000000 predicted=9.798640, expected=24.000000 predicted=13.474804, expected=8.000000 predicted=14.302140, expected=4.000000 predicted=12.308331, expected=16.000000 predicted=12.912648, expected=12.000000 predicted=13.503662, expected=4.000000 predicted=11.337151, expected=8.000000 predicted=8.453043, expected=8.000000 predicted=8.782139, expected=4.000000 predicted=8.686755, expected=16.000000 predicted=8.209961, expected=16.000000 predicted=9.355606, expected=8.000000 predicted=10.365615, expected=4.000000 predicted=9.372081, expected=12.000000 predicted=9.944119, expected=8.000000 predicted=10.658560, expected=12.000000 predicted=9.840793, expected=8.000000 predicted=8.627703, expected=8.000000 predicted=8.881768, expected=16.000000 predicted=10.339055, expected=8.000000 predicted=10.254329, expected=8.000000 predicted=10.036449, expected=4.000000 predicted=8.649908, expected=4.000000 predicted=8.133101, expected=16.000000 predicted=8.803795, expected=12.000000 predicted=8.734418, expected=4.000000 predicted=8.273408, expected=8.000000 predicted=7.874950, expected=12.000000 predicted=9.359694, expected=8.000000 predicted=10.029518, expected=16.000000 predicted=9.709714, expected=16.000000 predicted=10.696753, expected=20.000000 predicted=13.455595, expected=4.000000 predicted=12.977360, expected=16.000000 predicted=13.305182, expected=4.000000 predicted=12.716643, expected=8.000000 predicted=11.457713, expected=12.000000 predicted=10.074287, expected=12.000000 predicted=9.606174, expected=36.000000 predicted=13.947354, expected=8.000000 predicted=14.114538, expected=12.000000 predicted=15.046591, expected=8.000000 predicted=14.396332, expected=8.000000 predicted=14.549463, expected=8.000000 predicted=12.669046, expected=12.000000 predicted=9.312094, expected=20.000000 predicted=11.074640, expected=4.000000 predicted=10.439023, expected=4.000000 predicted=9.441053, expected=24.000000 predicted=11.389369, expected=20.000000 predicted=14.237182, expected=12.000000 predicted=14.140524, expected=12.000000 predicted=12.668704, expected=12.000000 predicted=14.325800, expected=12.000000 predicted=15.232816, expected=12.000000 predicted=13.157481, expected=8.000000 predicted=11.421056, expected=20.000000 predicted=12.400158, expected=4.000000 predicted=11.636329, expected=28.000000 predicted=13.602977, expected=20.000000 predicted=15.232824, expected=4.000000 predicted=15.000322, expected=4.000000 predicted=12.942046, expected=8.000000 predicted=11.521363, expected=12.000000 predicted=12.367651, expected=8.000000 predicted=9.110268, expected=4.000000 predicted=6.814030, expected=4.000000 predicted=6.694799, expected=8.000000 predicted=7.249965, expected=16.000000 predicted=8.374023, expected=4.000000 predicted=7.549177, expected=4.000000 predicted=6.785933, expected=16.000000 predicted=8.327776, expected=20.000000 predicted=11.382363, expected=4.000000 predicted=10.898506, expected=4.000000 predicted=8.787748, expected=4.000000 predicted=8.741032, expected=8.000000 predicted=9.281752, expected=12.000000 predicted=8.180919, expected=8.000000 predicted=6.784513, expected=8.000000 predicted=7.391386, expected=4.000000 predicted=7.459627, expected=8.000000 predicted=7.991519, expected=8.000000 predicted=7.832911, expected=16.000000 predicted=8.523962, expected=12.000000 predicted=9.316307, expected=16.000000 predicted=10.784998, expected=12.000000 predicted=12.052217, expected=4.000000 predicted=11.740086, expected=12.000000 predicted=11.700679, expected=8.000000 predicted=10.716155, expected=8.000000 predicted=9.993694, expected=8.000000 predicted=8.434390, expected=4.000000 predicted=7.583964, expected=4.000000 predicted=7.227206, expected=8.000000 predicted=6.509216, expected=4.000000 predicted=6.052817, expected=12.000000 predicted=6.443986, expected=8.000000 predicted=6.684953, expected=4.000000 predicted=6.935171, expected=8.000000 predicted=7.107205, expected=12.000000 predicted=8.020710, expected=24.000000 predicted=11.030361, expected=4.000000 predicted=10.378336, expected=12.000000 predicted=10.780857, expected=20.000000 predicted=13.011135, expected=4.000000 predicted=13.356586, expected=4.000000 predicted=11.023532, expected=8.000000 predicted=8.563719, expected=12.000000 predicted=10.038395, expected=12.000000 predicted=9.651278, expected=20.000000 predicted=9.897998, expected=4.000000 predicted=10.429034, expected=8.000000 predicted=10.811458, expected=20.000000 predicted=12.202345, expected=24.000000 predicted=14.760417, expected=8.000000 predicted=14.124348, expected=16.000000 predicted=13.398169, expected=4.000000 predicted=13.660937, expected=24.000000 predicted=15.760123, expected=8.000000 predicted=13.820086, expected=4.000000 predicted=11.208811, expected=4.000000 predicted=9.593985, expected=4.000000 predicted=8.378257, expected=8.000000 predicted=8.169373, expected=8.000000 predicted=5.874837, expected=8.000000 predicted=6.031343, expected=4.000000 predicted=6.081526, expected=12.000000 predicted=7.251364, expected=8.000000 predicted=8.006911, expected=12.000000 predicted=8.664818, expected=4.000000 predicted=8.034532, expected=4.000000 predicted=7.570835, expected=24.000000 predicted=10.033176, expected=12.000000 predicted=10.939479, expected=16.000000 Test MSE: 42.929
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933])] predicted=35.252929, expected=12.000000 predicted=30.759032, expected=20.000000 predicted=35.142525, expected=12.000000 predicted=13.496842, expected=16.000000 predicted=14.653574, expected=28.000000 predicted=15.613963, expected=20.000000 predicted=17.391318, expected=12.000000 predicted=17.806846, expected=16.000000 predicted=17.044395, expected=20.000000 predicted=18.303877, expected=20.000000 predicted=19.238045, expected=12.000000 predicted=16.401982, expected=32.000000 predicted=18.541463, expected=36.000000 predicted=22.102884, expected=32.000000 predicted=24.947484, expected=20.000000 predicted=24.925156, expected=8.000000 predicted=22.777159, expected=8.000000 predicted=22.687512, expected=44.000000 predicted=25.086406, expected=24.000000 predicted=22.074671, expected=92.000000 predicted=33.223509, expected=20.000000 predicted=30.576313, expected=20.000000 predicted=34.430974, expected=4.000000 predicted=33.806856, expected=56.000000 predicted=36.066638, expected=28.000000 predicted=37.537182, expected=28.000000 predicted=25.741948, expected=32.000000 predicted=27.674192, expected=16.000000 predicted=26.208640, expected=12.000000 predicted=29.323138, expected=8.000000 predicted=20.590138, expected=8.000000 predicted=17.347649, expected=32.000000 predicted=18.402667, expected=16.000000 predicted=14.754694, expected=36.000000 predicted=18.559532, expected=8.000000 predicted=17.059434, expected=16.000000 predicted=18.978490, expected=32.000000 predicted=23.471765, expected=16.000000 predicted=19.997669, expected=24.000000 predicted=22.349241, expected=12.000000 predicted=17.289517, expected=16.000000 predicted=19.090533, expected=20.000000 predicted=20.099549, expected=40.000000 predicted=21.122304, expected=36.000000 predicted=24.273177, expected=36.000000 predicted=26.078585, expected=16.000000 predicted=26.573027, expected=8.000000 predicted=25.594558, expected=20.000000 predicted=26.342478, expected=56.000000 predicted=29.051098, expected=24.000000 predicted=26.145580, expected=16.000000 predicted=22.941479, expected=40.000000 predicted=26.889829, expected=16.000000 predicted=27.770342, expected=20.000000 predicted=29.480999, expected=4.000000 predicted=19.668812, expected=16.000000 predicted=18.559483, expected=24.000000 predicted=20.347043, expected=52.000000 predicted=21.872720, expected=20.000000 predicted=21.809593, expected=8.000000 predicted=19.936586, expected=16.000000 predicted=22.428969, expected=28.000000 predicted=24.547453, expected=12.000000 predicted=23.039269, expected=28.000000 predicted=18.738201, expected=44.000000 predicted=22.103724, expected=20.000000 predicted=23.760405, expected=60.000000 predicted=32.311626, expected=24.000000 predicted=29.920012, expected=28.000000 predicted=33.877816, expected=28.000000 predicted=34.104818, expected=36.000000 predicted=32.170389, expected=60.000000 predicted=40.008406, expected=20.000000 predicted=31.626707, expected=28.000000 predicted=33.302074, expected=12.000000 predicted=30.193048, expected=60.000000 predicted=36.466853, expected=20.000000 predicted=33.243374, expected=32.000000 predicted=28.462444, expected=28.000000 predicted=29.699710, expected=20.000000 predicted=27.964625, expected=40.000000 predicted=34.120522, expected=16.000000 predicted=25.304224, expected=28.000000 predicted=27.478090, expected=36.000000 predicted=27.801963, expected=16.000000 predicted=25.416787, expected=4.000000 predicted=23.559241, expected=12.000000 predicted=18.565883, expected=12.000000 predicted=18.048388, expected=20.000000 predicted=17.010050, expected=16.000000 predicted=13.025398, expected=4.000000 predicted=10.756822, expected=20.000000 predicted=13.912793, expected=24.000000 predicted=15.605328, expected=12.000000 predicted=15.687175, expected=16.000000 predicted=15.170966, expected=12.000000 predicted=14.090062, expected=12.000000 predicted=15.901500, expected=16.000000 predicted=15.349499, expected=52.000000 predicted=19.854252, expected=8.000000 predicted=18.315859, expected=32.000000 predicted=21.895303, expected=24.000000 predicted=23.267540, expected=68.000000 predicted=33.046133, expected=8.000000 predicted=31.642800, expected=12.000000 predicted=24.978260, expected=12.000000 predicted=26.233303, expected=28.000000 predicted=25.251125, expected=12.000000 predicted=24.073925, expected=8.000000 predicted=12.945769, expected=12.000000 predicted=13.845622, expected=16.000000 predicted=14.370682, expected=20.000000 predicted=16.029325, expected=32.000000 predicted=16.336889, expected=12.000000 predicted=15.920614, expected=20.000000 predicted=18.408214, expected=12.000000 predicted=18.349507, expected=8.000000 predicted=17.156024, expected=12.000000 predicted=16.271531, expected=28.000000 predicted=15.114703, expected=32.000000 predicted=18.354876, expected=8.000000 predicted=15.978759, expected=8.000000 predicted=15.704131, expected=40.000000 predicted=21.266954, expected=8.000000 predicted=20.115077, expected=24.000000 predicted=20.288592, expected=44.000000 predicted=21.574359, expected=24.000000 predicted=23.587786, expected=4.000000 predicted=24.162464, expected=104.000000 predicted=34.556480, expected=12.000000 predicted=33.354741, expected=8.000000 predicted=33.671938, expected=12.000000 predicted=27.883016, expected=44.000000 predicted=29.469065, expected=20.000000 predicted=34.882580, expected=24.000000 predicted=19.660392, expected=24.000000 predicted=21.594588, expected=4.000000 predicted=20.627200, expected=12.000000 predicted=22.159312, expected=20.000000 predicted=17.237276, expected=12.000000 predicted=15.730060, expected=12.000000 predicted=14.155438, expected=40.000000 predicted=16.224994, expected=8.000000 predicted=16.365654, expected=8.000000 predicted=16.817842, expected=16.000000 predicted=15.991835, expected=32.000000 predicted=18.670478, expected=24.000000 predicted=21.386051, expected=40.000000 predicted=20.788795, expected=32.000000 predicted=24.435756, expected=4.000000 predicted=24.018135, expected=4.000000 predicted=23.272573, expected=16.000000 predicted=20.105361, expected=44.000000 predicted=23.567022, expected=4.000000 predicted=16.898521, expected=4.000000 predicted=12.559574, expected=32.000000 predicted=17.227105, expected=36.000000 predicted=21.630615, expected=32.000000 predicted=25.398906, expected=16.000000 predicted=19.981325, expected=36.000000 predicted=25.532030, expected=24.000000 predicted=28.970837, expected=12.000000 predicted=25.999806, expected=8.000000 predicted=21.804904, expected=8.000000 predicted=17.161602, expected=28.000000 predicted=19.693012, expected=20.000000 predicted=16.277250, expected=20.000000 predicted=15.600499, expected=12.000000 predicted=15.639543, expected=28.000000 predicted=18.946543, expected=28.000000 predicted=22.430763, expected=4.000000 predicted=18.181892, expected=20.000000 predicted=19.022003, expected=20.000000 predicted=18.198746, expected=24.000000 predicted=20.435287, expected=8.000000 predicted=17.341543, expected=28.000000 predicted=17.037051, expected=20.000000 predicted=19.578732, expected=8.000000 predicted=17.651786, expected=44.000000 predicted=22.366572, expected=36.000000 predicted=22.752991, expected=36.000000 predicted=28.230218, expected=44.000000 predicted=31.117657, expected=12.000000 predicted=28.854509, expected=16.000000 predicted=32.000078, expected=20.000000 predicted=27.636356, expected=16.000000 predicted=23.886668, expected=44.000000 predicted=25.900883, expected=28.000000 predicted=21.672846, expected=28.000000 predicted=24.880061, expected=44.000000 predicted=29.844807, expected=36.000000 predicted=31.657389, expected=76.000000 predicted=42.822277, expected=52.000000 predicted=42.847939, expected=32.000000 predicted=44.002784, expected=24.000000 predicted=44.393193, expected=24.000000 predicted=40.533965, expected=20.000000 predicted=38.855300, expected=12.000000 predicted=27.722647, expected=16.000000 predicted=21.528814, expected=8.000000 predicted=17.163680, expected=44.000000 predicted=20.891931, expected=16.000000 predicted=18.572494, expected=12.000000 predicted=17.718317, expected=4.000000 predicted=16.693172, expected=12.000000 predicted=15.583309, expected=24.000000 predicted=19.146027, expected=28.000000 predicted=15.619416, expected=40.000000 predicted=19.660639, expected=28.000000 predicted=21.801066, expected=20.000000 predicted=24.803570, expected=16.000000 predicted=25.884595, expected=16.000000 predicted=24.553646, expected=12.000000 predicted=22.197286, expected=40.000000 predicted=22.264292, expected=44.000000 predicted=24.176291, expected=20.000000 predicted=23.847287, expected=32.000000 predicted=27.306755, expected=24.000000 predicted=27.916913, expected=24.000000 predicted=30.664834, expected=32.000000 predicted=29.732764, expected=44.000000 predicted=28.920135, expected=32.000000 predicted=30.940563, expected=28.000000 predicted=30.377791, expected=36.000000 predicted=32.470184, expected=8.000000 predicted=29.453865, expected=28.000000 predicted=29.980503, expected=40.000000 predicted=28.650630, expected=52.000000 predicted=31.577151, expected=16.000000 predicted=29.583021, expected=68.000000 predicted=35.234509, expected=20.000000 predicted=36.194161, expected=12.000000 predicted=34.688507, expected=20.000000 predicted=32.370522, expected=12.000000 predicted=23.751389, expected=52.000000 predicted=32.023730, expected=28.000000 predicted=23.201917, expected=12.000000 predicted=22.072590, expected=8.000000 predicted=22.051862, expected=32.000000 predicted=23.673801, expected=24.000000 predicted=26.248910, expected=20.000000 predicted=20.617546, expected=16.000000 predicted=18.385605, expected=16.000000 predicted=18.808684, expected=12.000000 predicted=20.102237, expected=4.000000 predicted=15.296104, expected=8.000000 predicted=12.765753, expected=28.000000 predicted=14.014500, expected=72.000000 predicted=23.262209, expected=32.000000 predicted=24.586241, expected=20.000000 predicted=26.560260, expected=24.000000 predicted=30.264920, expected=16.000000 predicted=31.454654, expected=44.000000 predicted=35.995496, expected=44.000000 predicted=29.742319, expected=20.000000 predicted=27.163658, expected=16.000000 predicted=27.253318, expected=24.000000 predicted=27.025182, expected=12.000000 predicted=26.758791, expected=28.000000 predicted=24.693650, expected=36.000000 predicted=22.446201, expected=28.000000 predicted=23.319899, expected=16.000000 predicted=23.732341, expected=12.000000 predicted=21.559501, expected=52.000000 predicted=29.045835, expected=4.000000 predicted=23.934380, expected=24.000000 predicted=23.101943, expected=44.000000 predicted=25.194295, expected=40.000000 predicted=28.174724, expected=12.000000 predicted=29.593988, expected=16.000000 predicted=22.926119, expected=12.000000 predicted=24.474301, expected=12.000000 predicted=23.061965, expected=20.000000 predicted=19.270023, expected=44.000000 predicted=19.133162, expected=40.000000 predicted=23.319031, expected=20.000000 predicted=23.791410, expected=80.000000 predicted=36.182270, expected=16.000000 predicted=34.814086, expected=20.000000 predicted=37.132221, expected=20.000000 predicted=33.122118, expected=32.000000 predicted=30.618873, expected=16.000000 predicted=31.860486, expected=16.000000 predicted=19.771421, expected=20.000000 predicted=20.590934, expected=36.000000 predicted=23.127842, expected=12.000000 predicted=21.705143, expected=32.000000 predicted=22.044871, expected=12.000000 predicted=20.726561, expected=28.000000 predicted=23.188738, expected=16.000000 predicted=22.807748, expected=24.000000 predicted=20.222105, expected=12.000000 predicted=20.758729, expected=32.000000 predicted=20.421649, expected=8.000000 predicted=19.725767, expected=20.000000 predicted=18.560667, expected=40.000000 predicted=22.853544, expected=24.000000 predicted=21.639372, expected=80.000000 predicted=34.613293, expected=8.000000 predicted=28.230626, expected=8.000000 predicted=29.846049, expected=4.000000 predicted=27.964943, expected=12.000000 predicted=22.294754, expected=64.000000 predicted=31.347130, expected=16.000000 predicted=17.239167, expected=56.000000 predicted=26.443190, expected=72.000000 predicted=36.447882, expected=60.000000 predicted=45.336344, expected=52.000000 predicted=53.631340, expected=36.000000 predicted=47.605389, expected=44.000000 predicted=53.404070, expected=16.000000 predicted=46.707662, expected=12.000000 predicted=36.906422, expected=56.000000 predicted=36.831039, expected=40.000000 predicted=33.512612, expected=16.000000 predicted=30.615530, expected=36.000000 predicted=29.345764, expected=12.000000 predicted=27.568047, expected=24.000000 predicted=31.282129, expected=4.000000 predicted=21.946947, expected=12.000000 predicted=17.138666, expected=40.000000 predicted=21.870819, expected=32.000000 predicted=20.096941, expected=4.000000 predicted=18.977595, expected=24.000000 predicted=19.217499, expected=40.000000 predicted=24.931262, expected=24.000000 predicted=27.112183, expected=32.000000 predicted=26.274678, expected=24.000000 predicted=23.923430, expected=4.000000 predicted=24.134495, expected=8.000000 predicted=22.329522, expected=12.000000 predicted=17.218447, expected=32.000000 predicted=19.012075, expected=20.000000 predicted=16.480629, expected=44.000000 predicted=19.930361, expected=52.000000 predicted=27.617521, expected=48.000000 predicted=34.062628, expected=16.000000 predicted=34.768680, expected=16.000000 predicted=32.184892, expected=20.000000 predicted=32.622441, expected=8.000000 predicted=26.614721, expected=24.000000 predicted=22.697178, expected=56.000000 predicted=23.608618, expected=44.000000 predicted=27.514979, expected=28.000000 predicted=29.629090, expected=48.000000 predicted=34.392087, expected=20.000000 predicted=35.500390, expected=24.000000 predicted=36.996982, expected=24.000000 predicted=31.407480, expected=40.000000 predicted=30.568150, expected=68.000000 predicted=38.200417, expected=16.000000 predicted=30.791902, expected=16.000000 predicted=31.127678, expected=32.000000 predicted=32.414783, expected=24.000000 predicted=32.226667, expected=32.000000 predicted=32.347225, expected=36.000000 predicted=25.759060, expected=24.000000 predicted=26.677455, expected=8.000000 predicted=25.689992, expected=16.000000 predicted=23.190888, expected=36.000000 predicted=25.569023, expected=16.000000 predicted=22.444547, expected=48.000000 predicted=25.288428, expected=44.000000 predicted=27.378931, expected=28.000000 predicted=30.591751, expected=16.000000 predicted=31.177183, expected=140.000000 predicted=49.832747, expected=4.000000 predicted=44.532380, expected=32.000000 predicted=45.324990, expected=28.000000 predicted=41.172855, expected=20.000000 predicted=38.080339, expected=52.000000 predicted=49.300513, expected=4.000000 predicted=22.066576, expected=24.000000 predicted=27.094245, expected=8.000000 predicted=22.278987, expected=16.000000 predicted=20.488109, expected=24.000000 predicted=21.870452, expected=48.000000 predicted=20.367036, expected=24.000000 predicted=23.603406, expected=20.000000 predicted=22.970944, expected=8.000000 predicted=22.831982, expected=12.000000 predicted=22.452169, expected=16.000000 predicted=21.727989, expected=32.000000 predicted=18.781393, expected=52.000000 predicted=23.409695, expected=12.000000 predicted=21.074026, expected=20.000000 predicted=23.837436, expected=20.000000 predicted=24.804320, expected=8.000000 predicted=23.752295, expected=40.000000 predicted=26.269160, expected=20.000000 predicted=19.297446, expected=28.000000 predicted=22.681745, expected=60.000000 predicted=29.350232, expected=12.000000 predicted=26.755034, expected=24.000000 predicted=31.160059, expected=24.000000 predicted=27.424635, expected=24.000000 predicted=28.449309, expected=32.000000 predicted=30.054509, expected=8.000000 predicted=19.999969, expected=8.000000 predicted=19.981598, expected=16.000000 predicted=18.574129, expected=32.000000 predicted=20.060049, expected=32.000000 predicted=21.446076, expected=36.000000 predicted=21.670080, expected=16.000000 predicted=22.576924, expected=24.000000 predicted=25.734808, expected=20.000000 predicted=26.470470, expected=12.000000 predicted=23.279456, expected=24.000000 predicted=22.305706, expected=12.000000 predicted=17.560126, expected=8.000000 predicted=16.663165, expected=8.000000 predicted=13.890952, expected=4.000000 predicted=11.043547, expected=8.000000 predicted=10.815460, expected=8.000000 predicted=7.857875, expected=8.000000 predicted=7.157353, expected=24.000000 predicted=9.971308, expected=12.000000 predicted=10.164304, expected=40.000000 predicted=16.762860, expected=8.000000 predicted=15.852400, expected=4.000000 Test MSE: 317.873
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965])] predicted=5.942181, expected=4.000000 predicted=5.175758, expected=4.000000 predicted=3.957200, expected=4.000000 predicted=3.957277, expected=4.000000 predicted=3.957353, expected=4.000000 predicted=3.957429, expected=12.000000 predicted=5.491576, expected=4.000000 predicted=5.792528, expected=8.000000 predicted=5.412413, expected=4.000000 predicted=6.289375, expected=8.000000 predicted=6.427661, expected=8.000000 predicted=7.555931, expected=4.000000 predicted=5.918819, expected=4.000000 predicted=5.608968, expected=4.000000 predicted=5.355250, expected=4.000000 predicted=5.246445, expected=4.000000 predicted=4.555595, expected=8.000000 predicted=4.720883, expected=4.000000 predicted=4.881898, expected=16.000000 predicted=6.576318, expected=4.000000 predicted=7.481789, expected=4.000000 predicted=5.682837, expected=8.000000 predicted=7.408662, expected=8.000000 predicted=7.708362, expected=8.000000 predicted=7.795413, expected=4.000000 predicted=5.941585, expected=4.000000 predicted=5.712224, expected=8.000000 predicted=6.708982, expected=8.000000 predicted=6.925305, expected=4.000000 predicted=5.821054, expected=4.000000 predicted=5.021898, expected=4.000000 predicted=5.372499, expected=8.000000 predicted=6.002359, expected=12.000000 predicted=6.976256, expected=4.000000 predicted=6.130575, expected=4.000000 predicted=5.362545, expected=8.000000 predicted=6.852420, expected=12.000000 predicted=8.375931, expected=4.000000 predicted=7.279838, expected=4.000000 predicted=5.398402, expected=12.000000 predicted=7.644217, expected=4.000000 predicted=7.732165, expected=8.000000 predicted=6.598904, expected=8.000000 predicted=7.059985, expected=4.000000 predicted=6.634640, expected=28.000000 predicted=10.466817, expected=4.000000 predicted=10.968230, expected=4.000000 predicted=7.725654, expected=4.000000 predicted=8.864435, expected=8.000000 predicted=9.259505, expected=8.000000 predicted=9.023692, expected=4.000000 predicted=5.239018, expected=4.000000 predicted=5.077441, expected=4.000000 predicted=5.456916, expected=4.000000 predicted=5.276814, expected=8.000000 predicted=5.211373, expected=4.000000 predicted=4.849053, expected=4.000000 predicted=4.347917, expected=12.000000 predicted=6.077510, expected=4.000000 predicted=6.505999, expected=4.000000 predicted=5.314394, expected=12.000000 predicted=6.775399, expected=4.000000 predicted=7.251447, expected=8.000000 predicted=6.599942, expected=4.000000 predicted=6.277079, expected=4.000000 predicted=5.917052, expected=4.000000 predicted=5.792971, expected=8.000000 predicted=5.409200, expected=12.000000 predicted=6.780235, expected=4.000000 predicted=6.130192, expected=8.000000 predicted=6.179279, expected=4.000000 predicted=7.043288, expected=16.000000 predicted=8.496552, expected=8.000000 predicted=9.134147, expected=4.000000 predicted=6.846187, expected=8.000000 predicted=7.775160, expected=8.000000 predicted=8.600108, expected=4.000000 predicted=7.684669, expected=4.000000 predicted=5.654343, expected=4.000000 predicted=5.469824, expected=4.000000 predicted=5.275918, expected=8.000000 predicted=5.183362, expected=4.000000 predicted=4.839258, expected=16.000000 predicted=6.399848, expected=8.000000 predicted=8.036026, expected=4.000000 predicted=6.871038, expected=4.000000 predicted=7.107272, expected=4.000000 predicted=7.023337, expected=4.000000 predicted=6.377710, expected=4.000000 predicted=4.502888, expected=8.000000 predicted=4.651136, expected=4.000000 predicted=4.846317, expected=4.000000 predicted=4.375798, expected=8.000000 predicted=5.370234, expected=8.000000 predicted=6.300490, expected=4.000000 predicted=5.804828, expected=4.000000 predicted=5.105233, expected=8.000000 predicted=6.144848, expected=4.000000 predicted=6.148159, expected=12.000000 predicted=6.293688, expected=4.000000 predicted=6.455577, expected=8.000000 predicted=6.240893, expected=8.000000 predicted=7.518808, expected=16.000000 predicted=8.827237, expected=4.000000 predicted=8.882822, expected=8.000000 predicted=7.370906, expected=4.000000 predicted=8.394261, expected=4.000000 predicted=7.199736, expected=8.000000 predicted=7.038359, expected=16.000000 predicted=7.626551, expected=8.000000 predicted=8.258559, expected=12.000000 predicted=8.137841, expected=16.000000 predicted=11.126078, expected=16.000000 predicted=13.022522, expected=4.000000 predicted=11.776745, expected=4.000000 predicted=9.449397, expected=4.000000 predicted=9.488111, expected=12.000000 predicted=9.282508, expected=4.000000 predicted=7.390944, expected=4.000000 predicted=4.768668, expected=12.000000 predicted=6.896948, expected=12.000000 predicted=8.568955, expected=4.000000 predicted=7.617341, expected=8.000000 predicted=7.061113, expected=8.000000 predicted=8.496060, expected=4.000000 predicted=7.754714, expected=4.000000 predicted=6.255731, expected=4.000000 predicted=5.432418, expected=4.000000 predicted=5.202883, expected=4.000000 predicted=4.506158, expected=8.000000 predicted=4.685605, expected=8.000000 predicted=5.551259, expected=4.000000 predicted=5.252775, expected=4.000000 predicted=5.161117, expected=4.000000 predicted=5.428785, expected=12.000000 predicted=6.651907, expected=4.000000 predicted=6.226190, expected=4.000000 predicted=4.816376, expected=4.000000 predicted=5.522577, expected=8.000000 predicted=6.083394, expected=8.000000 predicted=6.614854, expected=4.000000 predicted=5.241088, expected=4.000000 predicted=5.173418, expected=4.000000 predicted=5.456879, expected=8.000000 predicted=5.926314, expected=4.000000 predicted=5.349959, expected=4.000000 predicted=4.387066, expected=4.000000 predicted=4.754535, expected=8.000000 predicted=5.390714, expected=8.000000 predicted=6.064220, expected=4.000000 predicted=5.234213, expected=8.000000 predicted=5.897375, expected=8.000000 predicted=7.034943, expected=4.000000 predicted=6.475767, expected=4.000000 predicted=5.713144, expected=8.000000 predicted=6.183559, expected=4.000000 predicted=6.045373, expected=8.000000 predicted=5.640657, expected=8.000000 predicted=6.319649, expected=4.000000 predicted=5.945343, expected=4.000000 predicted=5.722784, expected=4.000000 predicted=5.459627, expected=4.000000 predicted=5.204405, expected=8.000000 predicted=5.220848, expected=8.000000 predicted=5.527813, expected=8.000000 predicted=5.957898, expected=4.000000 predicted=6.020861, expected=4.000000 predicted=5.880086, expected=8.000000 predicted=6.719441, expected=4.000000 predicted=6.054460, expected=8.000000 predicted=5.650003, expected=8.000000 predicted=6.310522, expected=12.000000 predicted=7.383299, expected=8.000000 predicted=8.129918, expected=4.000000 predicted=7.147694, expected=4.000000 predicted=7.203186, expected=4.000000 predicted=6.698975, expected=4.000000 predicted=5.746428, expected=4.000000 predicted=4.502948, expected=8.000000 predicted=4.699217, expected=4.000000 predicted=4.813716, expected=8.000000 predicted=5.118158, expected=4.000000 predicted=5.597371, expected=4.000000 predicted=5.087408, expected=16.000000 predicted=7.452879, expected=4.000000 predicted=7.228122, expected=8.000000 predicted=6.512592, expected=12.000000 predicted=8.542246, expected=12.000000 predicted=9.647939, expected=4.000000 predicted=8.948096, expected=4.000000 predicted=7.121219, expected=4.000000 predicted=7.462979, expected=4.000000 predicted=6.421710, expected=4.000000 predicted=5.028241, expected=4.000000 predicted=3.967789, expected=12.000000 predicted=5.434483, expected=4.000000 predicted=5.658799, expected=4.000000 predicted=4.854363, expected=12.000000 predicted=6.980597, expected=4.000000 predicted=7.030445, expected=4.000000 predicted=5.960608, expected=4.000000 predicted=5.523651, expected=4.000000 predicted=5.340930, expected=4.000000 predicted=5.029748, expected=4.000000 predicted=3.968164, expected=12.000000 predicted=5.424373, expected=4.000000 predicted=5.648814, expected=12.000000 predicted=6.332447, expected=4.000000 predicted=7.227572, expected=4.000000 predicted=6.260059, expected=4.000000 predicted=6.576043, expected=4.000000 predicted=5.340620, expected=4.000000 predicted=5.026837, expected=8.000000 predicted=4.692843, expected=4.000000 predicted=4.821772, expected=4.000000 predicted=4.425454, expected=8.000000 predicted=5.457518, expected=4.000000 predicted=5.503106, expected=4.000000 predicted=4.966774, expected=4.000000 predicted=4.734550, expected=4.000000 predicted=4.650228, expected=8.000000 predicted=5.225742, expected=12.000000 predicted=6.272036, expected=12.000000 predicted=7.601344, expected=4.000000 predicted=7.330927, expected=4.000000 predicted=7.074872, expected=4.000000 predicted=7.400063, expected=12.000000 predicted=7.915512, expected=8.000000 predicted=7.479483, expected=8.000000 predicted=6.423796, expected=4.000000 predicted=6.774614, expected=8.000000 predicted=7.289312, expected=8.000000 predicted=8.098270, expected=4.000000 predicted=6.485532, expected=8.000000 predicted=6.452266, expected=4.000000 predicted=6.272655, expected=20.000000 predicted=8.533825, expected=4.000000 predicted=8.712270, expected=4.000000 predicted=6.430845, expected=8.000000 predicted=8.323315, expected=4.000000 predicted=7.678033, expected=4.000000 predicted=6.574367, expected=4.000000 predicted=4.737699, expected=8.000000 predicted=5.390637, expected=8.000000 predicted=6.060737, expected=8.000000 predicted=5.985010, expected=4.000000 predicted=6.032815, expected=8.000000 predicted=6.612772, expected=8.000000 predicted=7.537605, expected=4.000000 predicted=6.497248, expected=8.000000 predicted=6.436463, expected=4.000000 predicted=6.293345, expected=8.000000 predicted=6.368266, expected=4.000000 predicted=6.115357, expected=4.000000 predicted=5.129670, expected=12.000000 predicted=6.682049, expected=4.000000 predicted=6.383809, expected=8.000000 predicted=6.109544, expected=4.000000 predicted=6.358246, expected=4.000000 predicted=5.865405, expected=4.000000 predicted=5.773904, expected=8.000000 predicted=5.392698, expected=16.000000 predicted=7.483064, expected=8.000000 predicted=7.679804, expected=8.000000 predicted=7.640902, expected=16.000000 predicted=10.431513, expected=4.000000 predicted=10.421301, expected=4.000000 predicted=8.434477, expected=4.000000 predicted=7.462322, expected=12.000000 predicted=8.047607, expected=8.000000 predicted=7.928210, expected=8.000000 predicted=6.457308, expected=8.000000 predicted=7.530583, expected=4.000000 predicted=7.458148, expected=16.000000 predicted=9.072753, expected=12.000000 predicted=9.921661, expected=8.000000 predicted=8.995975, expected=4.000000 predicted=8.546720, expected=8.000000 predicted=8.851203, expected=4.000000 predicted=8.569369, expected=8.000000 predicted=6.904340, expected=8.000000 predicted=6.815403, expected=12.000000 predicted=7.417954, expected=8.000000 predicted=8.119139, expected=4.000000 predicted=7.196557, expected=4.000000 predicted=7.191355, expected=16.000000 predicted=8.855149, expected=8.000000 predicted=8.942000, expected=8.000000 predicted=7.408087, expected=4.000000 Test MSE: 15.632
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717])] predicted=19.942499, expected=24.000000 predicted=21.229953, expected=12.000000 predicted=18.358696, expected=8.000000 predicted=13.168396, expected=8.000000 predicted=12.709519, expected=20.000000 predicted=15.649467, expected=24.000000 predicted=17.824868, expected=24.000000 predicted=16.243796, expected=24.000000 predicted=17.488262, expected=24.000000 predicted=20.115284, expected=20.000000 predicted=22.243570, expected=24.000000 predicted=23.243343, expected=28.000000 predicted=24.690066, expected=16.000000 predicted=22.255792, expected=28.000000 predicted=23.017924, expected=24.000000 predicted=24.027428, expected=24.000000 predicted=23.733353, expected=20.000000 predicted=23.101875, expected=24.000000 predicted=22.309299, expected=24.000000 predicted=24.542418, expected=16.000000 predicted=21.508517, expected=20.000000 predicted=20.876426, expected=24.000000 predicted=21.934183, expected=24.000000 predicted=22.549057, expected=20.000000 predicted=21.109933, expected=24.000000 predicted=20.972009, expected=28.000000 predicted=23.885154, expected=24.000000 predicted=24.145636, expected=8.000000 predicted=19.792066, expected=20.000000 predicted=19.863120, expected=28.000000 predicted=23.843329, expected=36.000000 predicted=25.721975, expected=12.000000 predicted=20.325578, expected=24.000000 predicted=19.276948, expected=60.000000 predicted=33.472351, expected=8.000000 predicted=27.863046, expected=12.000000 predicted=21.435954, expected=16.000000 predicted=22.087813, expected=16.000000 predicted=23.331328, expected=12.000000 predicted=21.802471, expected=20.000000 predicted=13.959187, expected=20.000000 predicted=16.532286, expected=12.000000 predicted=15.412424, expected=24.000000 predicted=17.397999, expected=16.000000 predicted=17.578068, expected=32.000000 predicted=21.117815, expected=20.000000 predicted=21.167041, expected=16.000000 predicted=18.397014, expected=8.000000 predicted=18.455790, expected=16.000000 predicted=17.751750, expected=12.000000 predicted=18.230762, expected=28.000000 predicted=17.599966, expected=20.000000 predicted=17.475069, expected=16.000000 predicted=15.347596, expected=20.000000 predicted=18.410795, expected=12.000000 predicted=17.525845, expected=24.000000 predicted=20.430676, expected=24.000000 predicted=20.397266, expected=28.000000 predicted=20.836794, expected=12.000000 predicted=19.155341, expected=28.000000 predicted=20.663594, expected=28.000000 predicted=25.398085, expected=16.000000 predicted=21.924456, expected=4.000000 predicted=17.640958, expected=16.000000 predicted=16.858358, expected=40.000000 predicted=25.053675, expected=40.000000 predicted=26.320101, expected=8.000000 predicted=17.945337, expected=16.000000 predicted=17.854015, expected=4.000000 predicted=20.434039, expected=24.000000 predicted=23.231236, expected=36.000000 predicted=24.676169, expected=20.000000 predicted=17.387859, expected=44.000000 predicted=23.847333, expected=16.000000 predicted=23.319651, expected=16.000000 predicted=23.546803, expected=24.000000 predicted=26.817570, expected=32.000000 predicted=26.700879, expected=16.000000 predicted=24.912491, expected=40.000000 predicted=23.893478, expected=44.000000 predicted=30.541950, expected=20.000000 predicted=27.787135, expected=20.000000 predicted=26.605702, expected=32.000000 predicted=29.041175, expected=12.000000 predicted=28.223965, expected=20.000000 predicted=24.418852, expected=52.000000 predicted=28.656056, expected=12.000000 predicted=24.305693, expected=24.000000 predicted=23.354921, expected=16.000000 predicted=22.304373, expected=4.000000 predicted=19.989428, expected=16.000000 predicted=22.098392, expected=52.000000 predicted=23.643106, expected=32.000000 predicted=25.611162, expected=44.000000 predicted=26.089138, expected=16.000000 predicted=24.528431, expected=8.000000 predicted=24.297742, expected=24.000000 predicted=31.138900, expected=12.000000 predicted=23.852400, expected=40.000000 predicted=26.542992, expected=60.000000 predicted=29.851673, expected=24.000000 predicted=25.977504, expected=16.000000 predicted=25.048663, expected=8.000000 predicted=23.580928, expected=16.000000 predicted=28.511469, expected=16.000000 predicted=26.826478, expected=36.000000 predicted=21.547899, expected=20.000000 predicted=18.975482, expected=8.000000 predicted=14.289394, expected=16.000000 predicted=17.562868, expected=20.000000 predicted=20.113059, expected=8.000000 predicted=18.990927, expected=20.000000 predicted=15.536676, expected=36.000000 predicted=19.447109, expected=28.000000 predicted=21.999710, expected=20.000000 predicted=20.564547, expected=12.000000 predicted=17.953218, expected=20.000000 predicted=22.292968, expected=20.000000 predicted=24.423989, expected=12.000000 predicted=18.852351, expected=12.000000 predicted=15.469968, expected=28.000000 predicted=18.140136, expected=16.000000 predicted=18.658742, expected=16.000000 predicted=16.618035, expected=24.000000 predicted=17.930966, expected=12.000000 predicted=17.276336, expected=16.000000 predicted=18.718729, expected=4.000000 predicted=13.856039, expected=20.000000 predicted=15.684830, expected=36.000000 predicted=21.752375, expected=8.000000 predicted=15.071230, expected=32.000000 predicted=18.563419, expected=16.000000 predicted=18.508147, expected=16.000000 predicted=20.301579, expected=24.000000 predicted=23.290773, expected=40.000000 predicted=23.652832, expected=32.000000 predicted=28.048351, expected=16.000000 predicted=21.460977, expected=4.000000 predicted=18.774288, expected=20.000000 predicted=22.884520, expected=4.000000 predicted=21.010747, expected=12.000000 predicted=15.451836, expected=24.000000 predicted=14.931452, expected=20.000000 predicted=14.186604, expected=20.000000 predicted=16.685300, expected=28.000000 predicted=17.443597, expected=16.000000 predicted=19.095932, expected=36.000000 predicted=24.703942, expected=20.000000 predicted=23.373885, expected=16.000000 predicted=20.999956, expected=28.000000 predicted=24.539575, expected=24.000000 predicted=23.569707, expected=20.000000 predicted=24.457155, expected=48.000000 predicted=27.372835, expected=36.000000 predicted=29.249530, expected=20.000000 predicted=27.324055, expected=24.000000 predicted=26.773352, expected=16.000000 predicted=26.144360, expected=32.000000 predicted=31.656153, expected=36.000000 predicted=29.742777, expected=36.000000 predicted=27.487531, expected=20.000000 predicted=25.661486, expected=24.000000 predicted=25.189533, expected=12.000000 predicted=26.145069, expected=8.000000 predicted=22.397107, expected=28.000000 predicted=23.652645, expected=40.000000 predicted=24.825869, expected=20.000000 predicted=21.989212, expected=36.000000 predicted=22.593269, expected=16.000000 predicted=22.485381, expected=28.000000 predicted=27.545913, expected=12.000000 predicted=25.909909, expected=28.000000 predicted=23.167040, expected=24.000000 predicted=25.900299, expected=24.000000 predicted=21.479157, expected=28.000000 predicted=24.540839, expected=20.000000 predicted=21.446495, expected=12.000000 predicted=21.718174, expected=28.000000 predicted=23.176393, expected=4.000000 predicted=19.101376, expected=36.000000 predicted=22.608635, expected=28.000000 predicted=23.076727, expected=8.000000 predicted=17.081863, expected=56.000000 predicted=28.180009, expected=28.000000 predicted=26.594708, expected=44.000000 predicted=33.512648, expected=28.000000 predicted=30.814148, expected=4.000000 predicted=23.741803, expected=4.000000 predicted=26.787190, expected=20.000000 predicted=22.768738, expected=24.000000 predicted=24.935389, expected=20.000000 predicted=18.107741, expected=12.000000 predicted=11.946980, expected=12.000000 predicted=13.378073, expected=40.000000 predicted=23.390115, expected=20.000000 predicted=22.775705, expected=32.000000 predicted=22.121176, expected=32.000000 predicted=23.960208, expected=36.000000 predicted=28.229629, expected=20.000000 predicted=29.776996, expected=24.000000 predicted=25.566057, expected=24.000000 predicted=28.268643, expected=16.000000 predicted=25.473437, expected=4.000000 predicted=19.974787, expected=28.000000 predicted=19.933477, expected=20.000000 predicted=21.194998, expected=20.000000 predicted=19.036735, expected=36.000000 predicted=21.183738, expected=36.000000 predicted=24.099431, expected=32.000000 predicted=28.789157, expected=52.000000 predicted=32.928689, expected=24.000000 predicted=31.864480, expected=20.000000 predicted=30.988149, expected=12.000000 predicted=27.673808, expected=20.000000 predicted=26.944102, expected=28.000000 predicted=29.426993, expected=48.000000 predicted=28.248932, expected=28.000000 predicted=26.129128, expected=28.000000 predicted=24.494200, expected=16.000000 predicted=25.410010, expected=48.000000 predicted=33.940591, expected=28.000000 predicted=35.330252, expected=24.000000 predicted=27.211203, expected=44.000000 predicted=31.553779, expected=28.000000 predicted=30.787551, expected=20.000000 predicted=31.696547, expected=20.000000 predicted=25.903042, expected=24.000000 predicted=26.599887, expected=12.000000 predicted=25.668021, expected=28.000000 predicted=22.760488, expected=20.000000 predicted=21.173386, expected=20.000000 predicted=20.340373, expected=12.000000 predicted=18.669968, expected=24.000000 predicted=18.908411, expected=16.000000 predicted=20.963645, expected=72.000000 predicted=31.137935, expected=20.000000 predicted=28.068324, expected=28.000000 predicted=24.138694, expected=48.000000 predicted=34.219089, expected=40.000000 predicted=37.304801, expected=44.000000 predicted=44.772132, expected=24.000000 predicted=31.339090, expected=24.000000 predicted=32.280812, expected=24.000000 predicted=34.452874, expected=24.000000 predicted=30.887938, expected=16.000000 predicted=26.706561, expected=48.000000 predicted=28.283118, expected=32.000000 predicted=29.448484, expected=20.000000 predicted=25.542965, expected=24.000000 predicted=25.492845, expected=24.000000 predicted=26.474013, expected=48.000000 predicted=36.091152, expected=28.000000 predicted=30.340173, expected=20.000000 predicted=24.824668, expected=48.000000 predicted=32.099998, expected=16.000000 predicted=30.309796, expected=20.000000 predicted=29.553074, expected=24.000000 predicted=25.633953, expected=24.000000 predicted=25.655595, expected=32.000000 predicted=29.658258, expected=16.000000 predicted=21.032842, expected=40.000000 predicted=26.124814, expected=48.000000 predicted=32.645586, expected=16.000000 predicted=28.120930, expected=24.000000 predicted=27.158576, expected=20.000000 predicted=25.882742, expected=28.000000 predicted=30.898902, expected=16.000000 predicted=26.582711, expected=16.000000 predicted=18.825137, expected=32.000000 predicted=23.574029, expected=16.000000 predicted=21.601969, expected=28.000000 predicted=22.931378, expected=28.000000 predicted=22.714773, expected=40.000000 predicted=27.402410, expected=16.000000 predicted=26.239291, expected=28.000000 predicted=24.312557, expected=28.000000 predicted=28.326805, expected=44.000000 predicted=32.268390, expected=24.000000 predicted=30.616771, expected=36.000000 predicted=27.913147, expected=28.000000 predicted=30.969714, expected=8.000000 predicted=26.176754, expected=12.000000 predicted=24.671181, expected=4.000000 predicted=18.088611, expected=8.000000 predicted=17.001434, expected=40.000000 predicted=20.136963, expected=32.000000 predicted=19.439339, expected=28.000000 predicted=20.044654, expected=28.000000 predicted=21.132255, expected=24.000000 predicted=24.908152, expected=16.000000 predicted=27.764083, expected=20.000000 predicted=24.509334, expected=20.000000 predicted=23.139990, expected=20.000000 predicted=21.962266, expected=40.000000 predicted=25.076808, expected=12.000000 predicted=20.698522, expected=36.000000 predicted=24.156596, expected=24.000000 predicted=25.326506, expected=12.000000 predicted=22.541710, expected=16.000000 predicted=23.005363, expected=4.000000 predicted=15.917241, expected=16.000000 predicted=19.137767, expected=8.000000 predicted=14.107984, expected=44.000000 predicted=18.978783, expected=44.000000 predicted=25.195383, expected=16.000000 predicted=19.894012, expected=16.000000 predicted=20.226866, expected=20.000000 predicted=22.704006, expected=8.000000 predicted=25.525584, expected=24.000000 predicted=23.185078, expected=40.000000 predicted=22.929893, expected=64.000000 predicted=32.628377, expected=16.000000 predicted=27.042175, expected=16.000000 predicted=22.153688, expected=16.000000 predicted=26.864047, expected=12.000000 predicted=28.097848, expected=8.000000 predicted=24.287828, expected=28.000000 predicted=17.205564, expected=44.000000 predicted=23.990710, expected=12.000000 predicted=19.416421, expected=16.000000 predicted=16.879242, expected=24.000000 predicted=20.643937, expected=12.000000 predicted=22.957946, expected=28.000000 predicted=24.862354, expected=32.000000 predicted=21.601396, expected=40.000000 predicted=26.609830, expected=32.000000 predicted=28.101016, expected=12.000000 predicted=22.452206, expected=36.000000 predicted=29.491095, expected=24.000000 predicted=30.169480, expected=12.000000 predicted=25.714033, expected=16.000000 predicted=21.217382, expected=28.000000 predicted=21.589630, expected=28.000000 predicted=26.422192, expected=32.000000 predicted=24.370451, expected=24.000000 predicted=22.190698, expected=40.000000 predicted=27.949232, expected=28.000000 predicted=30.159107, expected=20.000000 predicted=27.253190, expected=12.000000 predicted=24.206261, expected=16.000000 predicted=22.388727, expected=36.000000 predicted=28.414957, expected=8.000000 predicted=20.313869, expected=44.000000 predicted=23.635679, expected=24.000000 predicted=23.415264, expected=16.000000 predicted=22.117032, expected=56.000000 predicted=32.776071, expected=20.000000 predicted=27.435936, expected=24.000000 predicted=30.116279, expected=32.000000 predicted=27.533777, expected=24.000000 predicted=28.234941, expected=36.000000 predicted=34.307365, expected=20.000000 predicted=25.049094, expected=16.000000 predicted=23.786603, expected=16.000000 predicted=23.231625, expected=28.000000 predicted=24.316022, expected=52.000000 predicted=32.059727, expected=48.000000 predicted=32.240423, expected=16.000000 predicted=26.090277, expected=12.000000 predicted=23.514287, expected=32.000000 predicted=31.132112, expected=4.000000 predicted=28.736183, expected=28.000000 predicted=25.270432, expected=24.000000 predicted=19.812523, expected=28.000000 predicted=21.932583, expected=28.000000 predicted=24.671153, expected=32.000000 predicted=23.151971, expected=36.000000 predicted=30.047885, expected=24.000000 predicted=27.893474, expected=48.000000 predicted=33.410557, expected=32.000000 predicted=33.555872, expected=24.000000 predicted=31.443259, expected=32.000000 predicted=31.816502, expected=12.000000 predicted=27.099499, expected=28.000000 predicted=30.337017, expected=12.000000 predicted=23.146976, expected=32.000000 predicted=24.331227, expected=12.000000 predicted=21.587058, expected=8.000000 predicted=15.490491, expected=16.000000 predicted=17.746746, expected=28.000000 predicted=19.464316, expected=28.000000 predicted=23.178545, expected=28.000000 predicted=20.019798, expected=32.000000 predicted=22.619628, expected=52.000000 predicted=32.074496, expected=24.000000 predicted=31.688408, expected=20.000000 predicted=28.020209, expected=40.000000 predicted=32.211756, expected=12.000000 predicted=29.748963, expected=32.000000 predicted=31.214697, expected=24.000000 predicted=25.155670, expected=28.000000 predicted=26.297739, expected=24.000000 predicted=27.083629, expected=28.000000 predicted=24.020622, expected=20.000000 predicted=25.882616, expected=12.000000 predicted=21.352810, expected=16.000000 predicted=20.741622, expected=56.000000 predicted=29.527713, expected=60.000000 predicted=36.973354, expected=24.000000 predicted=29.693067, expected=36.000000 predicted=29.747786, expected=48.000000 predicted=39.098953, expected=32.000000 predicted=44.081543, expected=24.000000 predicted=36.901219, expected=32.000000 predicted=31.195222, expected=24.000000 predicted=32.564579, expected=44.000000 predicted=36.307788, expected=40.000000 predicted=34.021573, expected=28.000000 predicted=31.044055, expected=24.000000 predicted=30.103214, expected=24.000000 predicted=29.206113, expected=28.000000 predicted=32.305128, expected=28.000000 predicted=29.805416, expected=12.000000 predicted=22.931901, expected=4.000000 predicted=17.692389, expected=52.000000 predicted=27.427760, expected=32.000000 predicted=28.925462, expected=16.000000 predicted=23.092430, expected=32.000000 predicted=22.681520, expected=8.000000 predicted=21.438677, expected=8.000000 predicted=24.770274, expected=20.000000 predicted=19.920498, expected=24.000000 predicted=19.501211, expected=16.000000 predicted=19.175338, expected=28.000000 Test MSE: 160.529
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779])] predicted=61.907250, expected=112.000000 predicted=58.751944, expected=80.000000 predicted=65.820032, expected=48.000000 predicted=71.742370, expected=52.000000 predicted=63.414857, expected=72.000000 predicted=67.161142, expected=72.000000 predicted=73.228935, expected=88.000000 predicted=73.458678, expected=76.000000 predicted=68.077603, expected=152.000000 predicted=91.747114, expected=60.000000 predicted=80.396934, expected=100.000000 predicted=96.068835, expected=76.000000 predicted=90.475419, expected=52.000000 predicted=75.834380, expected=72.000000 predicted=92.988679, expected=76.000000 predicted=67.941713, expected=56.000000 predicted=71.571910, expected=100.000000 predicted=78.211193, expected=44.000000 predicted=60.524758, expected=40.000000 predicted=64.520286, expected=52.000000 predicted=62.311558, expected=60.000000 predicted=53.199101, expected=84.000000 predicted=69.387928, expected=112.000000 predicted=69.711011, expected=72.000000 predicted=68.378246, expected=68.000000 predicted=76.064006, expected=48.000000 predicted=69.537155, expected=68.000000 predicted=72.278502, expected=60.000000 predicted=72.057324, expected=44.000000 predicted=58.702800, expected=40.000000 predicted=55.649236, expected=84.000000 predicted=58.215242, expected=108.000000 predicted=69.801710, expected=64.000000 predicted=66.876812, expected=40.000000 predicted=64.373148, expected=48.000000 predicted=59.884256, expected=40.000000 predicted=57.843379, expected=40.000000 predicted=58.245903, expected=44.000000 predicted=47.620436, expected=76.000000 predicted=49.925106, expected=84.000000 predicted=57.585845, expected=48.000000 predicted=54.439158, expected=68.000000 predicted=62.965363, expected=92.000000 predicted=67.426496, expected=132.000000 predicted=86.470429, expected=44.000000 predicted=75.817246, expected=40.000000 predicted=70.957267, expected=96.000000 predicted=79.126810, expected=52.000000 predicted=65.175714, expected=64.000000 predicted=79.990230, expected=76.000000 predicted=64.022784, expected=88.000000 predicted=65.477007, expected=88.000000 predicted=81.621956, expected=84.000000 predicted=75.803299, expected=64.000000 predicted=75.403064, expected=48.000000 predicted=71.680332, expected=60.000000 predicted=71.079878, expected=116.000000 predicted=80.127274, expected=44.000000 predicted=64.830690, expected=68.000000 predicted=72.527293, expected=44.000000 predicted=59.692114, expected=64.000000 predicted=61.138767, expected=36.000000 predicted=63.965490, expected=56.000000 predicted=51.444250, expected=44.000000 predicted=52.071809, expected=84.000000 predicted=56.240910, expected=44.000000 predicted=53.997793, expected=60.000000 predicted=54.980323, expected=84.000000 predicted=65.076511, expected=52.000000 predicted=55.116260, expected=88.000000 predicted=75.896289, expected=72.000000 predicted=64.505888, expected=92.000000 predicted=74.987173, expected=44.000000 predicted=71.245497, expected=20.000000 predicted=56.192140, expected=60.000000 predicted=64.659948, expected=80.000000 predicted=58.356585, expected=48.000000 predicted=58.529025, expected=108.000000 predicted=69.646328, expected=84.000000 predicted=62.675884, expected=80.000000 predicted=76.472729, expected=40.000000 predicted=73.632531, expected=48.000000 predicted=62.391061, expected=48.000000 predicted=66.675907, expected=64.000000 predicted=60.309348, expected=36.000000 predicted=53.214904, expected=60.000000 predicted=51.228885, expected=72.000000 predicted=55.465296, expected=72.000000 predicted=57.779662, expected=88.000000 predicted=70.705320, expected=52.000000 predicted=59.756289, expected=60.000000 predicted=67.373548, expected=64.000000 predicted=67.125317, expected=56.000000 predicted=61.956397, expected=92.000000 predicted=74.523737, expected=72.000000 predicted=64.341596, expected=84.000000 predicted=73.503947, expected=44.000000 predicted=66.648905, expected=88.000000 predicted=72.961245, expected=128.000000 predicted=88.758627, expected=148.000000 predicted=96.883334, expected=56.000000 predicted=90.801348, expected=40.000000 predicted=81.081262, expected=48.000000 predicted=78.355617, expected=56.000000 predicted=72.902158, expected=40.000000 predicted=68.166502, expected=68.000000 predicted=55.432627, expected=92.000000 predicted=59.532898, expected=92.000000 predicted=67.144393, expected=32.000000 predicted=61.422557, expected=44.000000 predicted=60.336638, expected=36.000000 predicted=54.859818, expected=56.000000 predicted=57.448734, expected=108.000000 predicted=71.132595, expected=104.000000 predicted=64.621853, expected=60.000000 predicted=68.046342, expected=84.000000 predicted=77.072850, expected=52.000000 predicted=68.442533, expected=52.000000 predicted=74.851175, expected=52.000000 predicted=69.418985, expected=100.000000 predicted=68.227608, expected=48.000000 predicted=62.979022, expected=56.000000 predicted=61.931871, expected=60.000000 predicted=61.412370, expected=64.000000 predicted=58.168966, expected=40.000000 predicted=63.058172, expected=96.000000 predicted=65.450972, expected=108.000000 predicted=72.263731, expected=112.000000 predicted=82.767154, expected=36.000000 predicted=73.625918, expected=108.000000 predicted=85.269141, expected=56.000000 predicted=78.070441, expected=44.000000 predicted=73.968964, expected=92.000000 predicted=85.338026, expected=124.000000 predicted=72.657249, expected=92.000000 predicted=89.705140, expected=68.000000 predicted=81.222476, expected=60.000000 predicted=74.811953, expected=100.000000 predicted=87.814897, expected=24.000000 predicted=71.784204, expected=60.000000 predicted=72.015405, expected=64.000000 predicted=62.537966, expected=92.000000 predicted=64.431647, expected=144.000000 predicted=94.763820, expected=48.000000 predicted=63.260319, expected=68.000000 predicted=82.575937, expected=48.000000 predicted=71.289471, expected=76.000000 predicted=73.929449, expected=92.000000 predicted=88.251606, expected=92.000000 predicted=70.350861, expected=80.000000 predicted=78.460907, expected=72.000000 predicted=74.347974, expected=68.000000 predicted=77.517495, expected=40.000000 predicted=69.800045, expected=64.000000 predicted=70.920847, expected=56.000000 predicted=61.958733, expected=124.000000 predicted=77.550237, expected=52.000000 predicted=65.027027, expected=88.000000 predicted=73.397493, expected=112.000000 predicted=86.370002, expected=76.000000 predicted=75.551032, expected=64.000000 predicted=91.703039, expected=112.000000 predicted=85.162720, expected=108.000000 predicted=90.313975, expected=44.000000 predicted=83.942972, expected=72.000000 predicted=83.301505, expected=52.000000 predicted=66.988158, expected=36.000000 predicted=66.651593, expected=64.000000 predicted=69.612125, expected=76.000000 predicted=55.462352, expected=104.000000 predicted=72.814474, expected=48.000000 predicted=61.807532, expected=64.000000 predicted=65.359507, expected=112.000000 predicted=80.867023, expected=76.000000 predicted=73.858480, expected=76.000000 predicted=86.257882, expected=116.000000 predicted=85.551728, expected=128.000000 predicted=92.761601, expected=80.000000 predicted=98.305734, expected=60.000000 predicted=88.702869, expected=116.000000 predicted=96.413502, expected=68.000000 predicted=86.668145, expected=76.000000 predicted=92.632279, expected=192.000000 predicted=112.481460, expected=152.000000 predicted=104.023066, expected=120.000000 predicted=127.349481, expected=128.000000 predicted=126.338720, expected=112.000000 predicted=116.196061, expected=100.000000 predicted=133.725593, expected=64.000000 predicted=109.717864, expected=72.000000 predicted=96.260591, expected=24.000000 predicted=75.411066, expected=128.000000 predicted=91.819307, expected=116.000000 predicted=86.529858, expected=72.000000 predicted=77.760021, expected=80.000000 predicted=90.097636, expected=56.000000 predicted=66.162691, expected=116.000000 predicted=98.918365, expected=108.000000 predicted=94.450847, expected=48.000000 predicted=75.250104, expected=112.000000 predicted=96.002118, expected=52.000000 predicted=69.637850, expected=44.000000 predicted=78.213065, expected=24.000000 predicted=65.290647, expected=88.000000 predicted=59.122307, expected=100.000000 predicted=75.544182, expected=68.000000 predicted=63.276340, expected=80.000000 predicted=73.390268, expected=100.000000 predicted=74.073762, expected=60.000000 predicted=77.121303, expected=76.000000 predicted=84.904860, expected=84.000000 predicted=77.172645, expected=120.000000 predicted=88.380140, expected=88.000000 predicted=89.901223, expected=64.000000 predicted=80.187302, expected=152.000000 predicted=105.679995, expected=56.000000 predicted=81.267055, expected=84.000000 predicted=100.025651, expected=76.000000 predicted=87.066895, expected=140.000000 predicted=92.267475, expected=116.000000 predicted=110.669528, expected=96.000000 predicted=94.058019, expected=192.000000 predicted=129.951392, expected=156.000000 predicted=123.123531, expected=136.000000 predicted=143.121013, expected=140.000000 predicted=144.294260, expected=116.000000 predicted=128.166232, expected=112.000000 predicted=141.317043, expected=108.000000 predicted=126.766163, expected=108.000000 predicted=117.567417, expected=108.000000 predicted=115.901934, expected=56.000000 predicted=95.441866, expected=96.000000 predicted=100.166056, expected=140.000000 predicted=105.099193, expected=80.000000 predicted=92.765020, expected=172.000000 predicted=125.100086, expected=148.000000 predicted=113.422717, expected=120.000000 predicted=123.358002, expected=84.000000 predicted=126.592348, expected=480.000000 predicted=207.596648, expected=112.000000 predicted=165.908858, expected=100.000000 predicted=194.812426, expected=136.000000 predicted=190.132281, expected=144.000000 predicted=125.169442, expected=68.000000 predicted=197.037175, expected=108.000000 predicted=117.495712, expected=56.000000 predicted=92.122361, expected=96.000000 predicted=98.394857, expected=72.000000 predicted=93.489167, expected=88.000000 predicted=77.907698, expected=112.000000 predicted=95.719810, expected=108.000000 predicted=86.044394, expected=96.000000 predicted=98.802246, expected=92.000000 predicted=95.328039, expected=80.000000 predicted=92.433289, expected=100.000000 predicted=98.033676, expected=40.000000 predicted=80.765347, expected=80.000000 predicted=83.325545, expected=84.000000 predicted=78.764210, expected=108.000000 predicted=80.280368, expected=64.000000 predicted=83.487948, expected=36.000000 predicted=65.308820, expected=84.000000 predicted=78.025738, expected=44.000000 predicted=60.409287, expected=88.000000 predicted=75.897889, expected=72.000000 predicted=67.581378, expected=104.000000 predicted=70.652406, expected=80.000000 predicted=82.636839, expected=76.000000 predicted=75.118589, expected=112.000000 predicted=93.586518, expected=32.000000 predicted=69.808941, expected=100.000000 predicted=90.379696, expected=68.000000 predicted=75.129627, expected=44.000000 predicted=64.880276, expected=100.000000 predicted=87.181282, expected=96.000000 predicted=66.760047, expected=52.000000 predicted=76.418821, expected=60.000000 predicted=75.521908, expected=52.000000 predicted=60.676202, expected=136.000000 predicted=85.476489, expected=116.000000 predicted=88.115305, expected=64.000000 predicted=80.469441, expected=60.000000 predicted=86.462495, expected=80.000000 predicted=76.997451, expected=52.000000 predicted=78.568930, expected=100.000000 predicted=85.034882, expected=96.000000 predicted=76.262999, expected=76.000000 predicted=75.609877, expected=48.000000 predicted=77.936108, expected=128.000000 predicted=84.963728, expected=96.000000 predicted=86.465812, expected=100.000000 predicted=94.129625, expected=80.000000 predicted=92.992723, expected=108.000000 predicted=88.778145, expected=52.000000 predicted=90.791514, expected=60.000000 predicted=81.727216, expected=84.000000 predicted=82.312683, expected=48.000000 predicted=63.742783, expected=60.000000 predicted=73.582030, expected=76.000000 predicted=64.164150, expected=104.000000 predicted=70.984733, expected=88.000000 predicted=80.025133, expected=96.000000 predicted=81.918794, expected=28.000000 predicted=70.861148, expected=36.000000 predicted=67.821448, expected=60.000000 predicted=67.390279, expected=92.000000 predicted=63.783147, expected=72.000000 predicted=68.808235, expected=100.000000 predicted=70.416710, expected=68.000000 predicted=69.837234, expected=52.000000 predicted=70.310578, expected=116.000000 predicted=89.345678, expected=112.000000 predicted=82.689124, expected=96.000000 predicted=93.829579, expected=52.000000 predicted=84.899899, expected=40.000000 predicted=71.212354, expected=136.000000 predicted=95.424399, expected=40.000000 predicted=70.026714, expected=36.000000 predicted=71.446625, expected=68.000000 predicted=67.173029, expected=72.000000 predicted=53.027376, expected=92.000000 predicted=81.553264, expected=56.000000 predicted=61.532156, expected=64.000000 predicted=64.792619, expected=52.000000 predicted=65.750793, expected=92.000000 predicted=70.603731, expected=36.000000 predicted=63.241612, expected=68.000000 predicted=63.694238, expected=104.000000 predicted=73.206719, expected=68.000000 predicted=63.300389, expected=100.000000 predicted=87.264465, expected=92.000000 predicted=77.609479, expected=100.000000 predicted=86.542361, expected=84.000000 predicted=94.118784, expected=100.000000 predicted=90.076625, expected=116.000000 predicted=100.282202, expected=44.000000 predicted=83.437215, expected=80.000000 predicted=91.693107, expected=48.000000 predicted=72.918145, expected=128.000000 predicted=86.480590, expected=72.000000 predicted=82.956447, expected=72.000000 predicted=73.628841, expected=140.000000 predicted=99.868498, expected=96.000000 predicted=82.783011, expected=92.000000 predicted=105.455873, expected=72.000000 predicted=92.415522, expected=96.000000 predicted=89.278612, expected=64.000000 predicted=91.314603, expected=72.000000 predicted=81.740101, expected=84.000000 predicted=81.805675, expected=84.000000 predicted=75.621078, expected=72.000000 predicted=80.439033, expected=56.000000 predicted=71.328126, expected=60.000000 predicted=69.959982, expected=28.000000 predicted=59.323019, expected=40.000000 predicted=55.839541, expected=96.000000 predicted=61.842672, expected=120.000000 predicted=67.581758, expected=92.000000 predicted=77.268844, expected=68.000000 predicted=77.795900, expected=84.000000 predicted=82.248476, expected=92.000000 predicted=87.896703, expected=84.000000 predicted=89.428444, expected=112.000000 predicted=93.603517, expected=80.000000 predicted=84.475429, expected=80.000000 predicted=88.757153, expected=68.000000 predicted=85.722843, expected=72.000000 predicted=78.654748, expected=28.000000 predicted=70.185818, expected=88.000000 predicted=72.000035, expected=92.000000 predicted=70.940344, expected=92.000000 predicted=73.322186, expected=84.000000 predicted=82.860662, expected=60.000000 predicted=69.964735, expected=60.000000 predicted=77.951927, expected=80.000000 predicted=77.176326, expected=88.000000 predicted=76.581258, expected=64.000000 predicted=73.198823, expected=64.000000 predicted=71.036009, expected=44.000000 predicted=63.332549, expected=92.000000 predicted=72.756814, expected=80.000000 predicted=71.804671, expected=80.000000 predicted=71.730436, expected=48.000000 predicted=69.723127, expected=84.000000 predicted=70.399097, expected=60.000000 predicted=71.317149, expected=80.000000 predicted=72.393489, expected=100.000000 predicted=80.299306, expected=80.000000 predicted=72.006872, expected=108.000000 predicted=91.101099, expected=84.000000 predicted=83.891171, expected=80.000000 predicted=87.035942, expected=88.000000 predicted=92.206982, expected=60.000000 predicted=77.814574, expected=28.000000 predicted=72.360963, expected=52.000000 predicted=65.220405, expected=36.000000 predicted=51.463499, expected=64.000000 predicted=56.132746, expected=36.000000 predicted=46.726156, expected=100.000000 predicted=56.475840, expected=72.000000 predicted=60.857086, expected=60.000000 predicted=60.344438, expected=80.000000 predicted=74.904097, expected=44.000000 predicted=57.184741, expected=44.000000 predicted=66.834419, expected=152.000000 predicted=83.676195, expected=116.000000 predicted=78.768862, expected=56.000000 predicted=85.032873, expected=120.000000 predicted=99.557300, expected=80.000000 predicted=81.356441, expected=44.000000 predicted=91.379544, expected=76.000000 predicted=89.010089, expected=76.000000 predicted=67.284726, expected=76.000000 predicted=79.308598, expected=64.000000 predicted=72.691499, expected=72.000000 predicted=66.983751, expected=88.000000 predicted=75.952823, expected=48.000000 predicted=67.293053, expected=44.000000 predicted=66.207857, expected=112.000000 predicted=74.935644, expected=48.000000 predicted=60.664956, expected=48.000000 predicted=69.141320, expected=56.000000 predicted=61.670462, expected=60.000000 predicted=53.191937, expected=36.000000 predicted=61.232614, expected=72.000000 predicted=56.536250, expected=88.000000 predicted=60.464892, expected=68.000000 predicted=62.332416, expected=100.000000 predicted=78.188799, expected=68.000000 predicted=68.810432, expected=32.000000 predicted=67.373945, expected=40.000000 Test MSE: 1219.696
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451])] predicted=7.420494, expected=24.000000 predicted=8.688592, expected=8.000000 predicted=9.734113, expected=4.000000 predicted=9.837696, expected=8.000000 predicted=10.238299, expected=12.000000 predicted=10.925307, expected=12.000000 predicted=11.524961, expected=8.000000 predicted=8.730122, expected=12.000000 predicted=9.343133, expected=8.000000 predicted=9.890945, expected=40.000000 predicted=14.801554, expected=4.000000 predicted=13.652734, expected=4.000000 predicted=13.605769, expected=28.000000 predicted=16.304976, expected=8.000000 predicted=14.007583, expected=4.000000 predicted=16.643053, expected=4.000000 predicted=9.504626, expected=4.000000 predicted=8.339924, expected=20.000000 predicted=11.131199, expected=4.000000 predicted=6.799707, expected=8.000000 predicted=7.872700, expected=12.000000 predicted=8.663565, expected=8.000000 predicted=8.981387, expected=8.000000 predicted=10.305356, expected=16.000000 predicted=9.133494, expected=12.000000 predicted=10.227260, expected=12.000000 predicted=11.470692, expected=4.000000 predicted=10.375182, expected=8.000000 predicted=10.355076, expected=28.000000 predicted=12.653452, expected=4.000000 predicted=10.644377, expected=4.000000 predicted=11.338378, expected=16.000000 predicted=10.885291, expected=8.000000 predicted=10.609374, expected=16.000000 predicted=12.811598, expected=4.000000 predicted=8.719560, expected=20.000000 predicted=11.388193, expected=20.000000 predicted=13.076977, expected=12.000000 predicted=13.244386, expected=4.000000 predicted=13.660665, expected=4.000000 predicted=11.611138, expected=4.000000 predicted=10.906203, expected=4.000000 predicted=7.928236, expected=4.000000 predicted=5.273910, expected=12.000000 predicted=5.062215, expected=16.000000 predicted=6.674258, expected=8.000000 predicted=7.816631, expected=4.000000 predicted=8.629768, expected=12.000000 predicted=9.603269, expected=4.000000 predicted=9.067987, expected=4.000000 predicted=8.331052, expected=8.000000 predicted=6.738183, expected=8.000000 predicted=6.349790, expected=16.000000 predicted=8.336362, expected=4.000000 predicted=7.175952, expected=12.000000 predicted=9.113203, expected=4.000000 predicted=8.673839, expected=12.000000 predicted=9.406355, expected=8.000000 predicted=9.098229, expected=8.000000 predicted=8.085734, expected=4.000000 predicted=8.236302, expected=8.000000 predicted=7.472292, expected=12.000000 predicted=8.335984, expected=8.000000 predicted=7.744280, expected=16.000000 predicted=9.288510, expected=8.000000 predicted=9.198871, expected=8.000000 predicted=10.371858, expected=8.000000 predicted=10.209513, expected=12.000000 predicted=9.858426, expected=12.000000 predicted=10.376510, expected=4.000000 predicted=8.844113, expected=8.000000 predicted=9.108405, expected=8.000000 predicted=8.589902, expected=4.000000 predicted=7.980726, expected=16.000000 predicted=8.532078, expected=12.000000 predicted=8.090671, expected=4.000000 predicted=8.927493, expected=8.000000 predicted=9.224739, expected=4.000000 predicted=8.049938, expected=4.000000 predicted=8.137741, expected=4.000000 predicted=6.056378, expected=8.000000 predicted=5.185897, expected=4.000000 predicted=5.164933, expected=8.000000 predicted=5.384167, expected=12.000000 predicted=6.376823, expected=8.000000 predicted=7.106353, expected=4.000000 predicted=7.654355, expected=4.000000 predicted=7.035917, expected=12.000000 predicted=7.823677, expected=20.000000 predicted=9.214966, expected=4.000000 predicted=8.407927, expected=8.000000 predicted=9.510006, expected=4.000000 predicted=8.950765, expected=8.000000 predicted=9.377645, expected=12.000000 predicted=9.003433, expected=4.000000 predicted=6.545552, expected=16.000000 predicted=8.732809, expected=4.000000 predicted=7.792206, expected=4.000000 predicted=8.556974, expected=12.000000 predicted=8.656606, expected=4.000000 predicted=7.099859, expected=28.000000 predicted=10.744359, expected=12.000000 predicted=9.757019, expected=12.000000 predicted=12.640249, expected=8.000000 predicted=13.093251, expected=8.000000 predicted=12.537595, expected=4.000000 predicted=12.161579, expected=8.000000 predicted=8.788261, expected=8.000000 predicted=7.799923, expected=8.000000 predicted=7.254788, expected=4.000000 predicted=6.758891, expected=16.000000 predicted=7.883954, expected=12.000000 predicted=8.803790, expected=12.000000 predicted=10.030613, expected=20.000000 predicted=11.841166, expected=8.000000 predicted=12.005791, expected=12.000000 predicted=13.795830, expected=4.000000 predicted=11.562699, expected=12.000000 predicted=11.542309, expected=12.000000 predicted=10.913151, expected=4.000000 predicted=8.825298, expected=8.000000 predicted=8.947608, expected=8.000000 predicted=7.967331, expected=8.000000 predicted=8.586320, expected=8.000000 predicted=7.924539, expected=8.000000 predicted=7.375189, expected=4.000000 predicted=7.453610, expected=4.000000 predicted=6.889080, expected=12.000000 predicted=7.138816, expected=8.000000 predicted=6.975515, expected=4.000000 predicted=6.860271, expected=8.000000 predicted=6.854676, expected=4.000000 predicted=6.680271, expected=16.000000 predicted=8.405839, expected=4.000000 predicted=7.038761, expected=4.000000 predicted=7.228739, expected=16.000000 predicted=8.421499, expected=4.000000 predicted=7.803761, expected=4.000000 predicted=8.431419, expected=8.000000 predicted=6.725921, expected=12.000000 predicted=7.727644, expected=12.000000 predicted=8.865086, expected=8.000000 predicted=8.081386, expected=4.000000 predicted=8.445278, expected=4.000000 predicted=8.368559, expected=4.000000 predicted=7.387744, expected=16.000000 predicted=7.562813, expected=12.000000 predicted=7.330389, expected=16.000000 predicted=9.256973, expected=16.000000 predicted=11.190126, expected=12.000000 predicted=12.888824, expected=8.000000 predicted=13.662850, expected=4.000000 predicted=11.762874, expected=4.000000 predicted=10.233094, expected=12.000000 predicted=9.121118, expected=8.000000 predicted=7.628238, expected=4.000000 predicted=6.852691, expected=8.000000 predicted=6.831921, expected=12.000000 predicted=7.803586, expected=8.000000 predicted=8.456869, expected=4.000000 predicted=7.574763, expected=12.000000 predicted=8.116771, expected=8.000000 predicted=8.407657, expected=4.000000 predicted=8.176722, expected=8.000000 predicted=7.472604, expected=12.000000 predicted=7.791998, expected=12.000000 predicted=9.011819, expected=12.000000 predicted=9.278240, expected=4.000000 predicted=8.938003, expected=12.000000 predicted=10.292361, expected=4.000000 predicted=9.191460, expected=20.000000 predicted=10.541268, expected=16.000000 predicted=10.609598, expected=20.000000 predicted=12.682639, expected=8.000000 predicted=13.488811, expected=12.000000 predicted=13.959525, expected=16.000000 predicted=15.179544, expected=32.000000 predicted=16.706615, expected=24.000000 predicted=17.919253, expected=20.000000 predicted=18.964657, expected=8.000000 predicted=19.270064, expected=4.000000 predicted=18.172799, expected=12.000000 predicted=17.015840, expected=16.000000 predicted=13.811073, expected=16.000000 predicted=12.439146, expected=12.000000 predicted=11.258333, expected=12.000000 predicted=12.135531, expected=8.000000 predicted=12.798712, expected=4.000000 predicted=11.589215, expected=8.000000 predicted=10.182215, expected=12.000000 predicted=9.236507, expected=8.000000 predicted=8.541679, expected=28.000000 predicted=11.193423, expected=8.000000 predicted=10.834435, expected=8.000000 predicted=12.519952, expected=4.000000 predicted=11.509584, expected=8.000000 predicted=10.931944, expected=4.000000 predicted=10.110425, expected=8.000000 predicted=6.742113, expected=12.000000 predicted=7.194059, expected=16.000000 predicted=8.473154, expected=4.000000 predicted=8.577452, expected=4.000000 predicted=8.276133, expected=8.000000 predicted=8.738367, expected=4.000000 predicted=7.996642, expected=8.000000 predicted=7.463948, expected=16.000000 predicted=7.137745, expected=12.000000 predicted=8.394563, expected=4.000000 predicted=8.740448, expected=12.000000 predicted=9.474283, expected=16.000000 predicted=11.119745, expected=12.000000 predicted=11.910643, expected=4.000000 predicted=10.136937, expected=8.000000 predicted=9.556904, expected=8.000000 predicted=9.990124, expected=16.000000 predicted=10.674821, expected=8.000000 predicted=9.130352, expected=4.000000 predicted=8.156354, expected=12.000000 predicted=9.478537, expected=4.000000 predicted=8.533068, expected=12.000000 predicted=9.531706, expected=4.000000 predicted=7.183580, expected=16.000000 predicted=8.727450, expected=12.000000 predicted=9.714473, expected=4.000000 predicted=8.735756, expected=16.000000 predicted=10.821447, expected=12.000000 predicted=10.384546, expected=16.000000 predicted=12.689351, expected=8.000000 predicted=11.260018, expected=8.000000 predicted=10.923061, expected=8.000000 predicted=11.450461, expected=4.000000 predicted=9.438171, expected=8.000000 predicted=8.780368, expected=4.000000 predicted=6.612973, expected=4.000000 predicted=6.103269, expected=8.000000 predicted=5.977941, expected=12.000000 predicted=6.517109, expected=12.000000 predicted=7.820850, expected=12.000000 predicted=8.600650, expected=8.000000 predicted=9.340902, expected=12.000000 predicted=10.775426, expected=8.000000 predicted=10.623762, expected=4.000000 predicted=9.470561, expected=8.000000 predicted=8.782232, expected=4.000000 predicted=7.293358, expected=24.000000 predicted=9.947315, expected=8.000000 predicted=8.862031, expected=4.000000 predicted=9.011313, expected=20.000000 predicted=11.341311, expected=8.000000 predicted=11.111641, expected=4.000000 predicted=11.703583, expected=4.000000 predicted=8.162062, expected=4.000000 predicted=7.474921, expected=8.000000 predicted=7.942126, expected=20.000000 predicted=7.763238, expected=4.000000 predicted=6.997451, expected=12.000000 predicted=8.986224, expected=8.000000 predicted=9.158066, expected=4.000000 predicted=9.586324, expected=16.000000 predicted=10.654869, expected=8.000000 predicted=8.409670, expected=4.000000 predicted=8.937461, expected=16.000000 predicted=9.279185, expected=4.000000 predicted=8.494802, expected=8.000000 predicted=9.698323, expected=8.000000 predicted=7.814362, expected=8.000000 predicted=8.100023, expected=12.000000 predicted=9.242377, expected=20.000000 predicted=9.739080, expected=12.000000 predicted=11.102620, expected=16.000000 predicted=12.806205, expected=4.000000 predicted=11.969661, expected=4.000000 predicted=11.826378, expected=4.000000 predicted=10.078595, expected=4.000000 predicted=7.461128, expected=16.000000 predicted=7.946774, expected=4.000000 predicted=5.722875, expected=4.000000 predicted=6.295519, expected=16.000000 predicted=7.774580, expected=4.000000 predicted=7.865348, expected=12.000000 predicted=9.616281, expected=16.000000 predicted=8.887372, expected=8.000000 predicted=10.067581, expected=4.000000 predicted=10.239117, expected=4.000000 predicted=8.079817, expected=12.000000 predicted=9.397749, expected=4.000000 predicted=7.891842, expected=16.000000 predicted=8.106581, expected=4.000000 predicted=6.986285, expected=8.000000 predicted=8.372457, expected=12.000000 predicted=9.060714, expected=4.000000 predicted=8.097401, expected=4.000000 predicted=8.243629, expected=8.000000 predicted=6.573522, expected=4.000000 predicted=6.686961, expected=4.000000 predicted=6.146458, expected=8.000000 predicted=5.228576, expected=16.000000 predicted=7.144309, expected=8.000000 predicted=7.813441, expected=4.000000 predicted=7.545387, expected=4.000000 predicted=7.371125, expected=8.000000 predicted=8.078454, expected=8.000000 predicted=7.963268, expected=12.000000 predicted=7.279508, expected=12.000000 predicted=7.793482, expected=8.000000 predicted=8.661405, expected=8.000000 predicted=9.405558, expected=4.000000 predicted=8.710686, expected=4.000000 predicted=8.200896, expected=4.000000 predicted=6.701796, expected=8.000000 predicted=6.022486, expected=8.000000 predicted=5.887399, expected=12.000000 predicted=6.608994, expected=12.000000 predicted=7.814943, expected=8.000000 predicted=8.662554, expected=4.000000 predicted=8.754061, expected=4.000000 predicted=8.106889, expected=12.000000 predicted=8.699042, expected=8.000000 predicted=7.877935, expected=4.000000 predicted=6.803156, expected=16.000000 predicted=7.912586, expected=20.000000 predicted=10.316513, expected=12.000000 predicted=11.987304, expected=16.000000 predicted=12.759146, expected=8.000000 predicted=12.498604, expected=8.000000 predicted=13.671631, expected=4.000000 predicted=11.341088, expected=20.000000 predicted=11.467525, expected=4.000000 predicted=9.733729, expected=16.000000 predicted=10.369030, expected=8.000000 predicted=9.597399, expected=8.000000 predicted=10.282506, expected=8.000000 predicted=10.682004, expected=4.000000 predicted=8.049504, expected=16.000000 predicted=10.069005, expected=8.000000 predicted=8.420311, expected=4.000000 predicted=8.289370, expected=4.000000 predicted=7.312923, expected=4.000000 predicted=6.716865, expected=12.000000 predicted=8.047499, expected=12.000000 Test MSE: 36.520
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926])] predicted=24.987458, expected=4.000000 predicted=23.514424, expected=8.000000 predicted=20.927510, expected=4.000000 predicted=14.074230, expected=24.000000 predicted=18.481641, expected=36.000000 predicted=21.046805, expected=4.000000 predicted=12.457819, expected=12.000000 predicted=11.835411, expected=12.000000 predicted=13.235727, expected=12.000000 predicted=19.152875, expected=8.000000 predicted=13.888387, expected=16.000000 predicted=10.732437, expected=24.000000 predicted=15.067706, expected=24.000000 predicted=17.178861, expected=8.000000 predicted=13.737520, expected=12.000000 predicted=13.613660, expected=8.000000 predicted=14.457783, expected=12.000000 predicted=16.017678, expected=24.000000 predicted=15.933081, expected=28.000000 predicted=16.881659, expected=12.000000 predicted=15.106793, expected=16.000000 predicted=14.832737, expected=8.000000 predicted=15.002944, expected=4.000000 predicted=15.634168, expected=12.000000 predicted=13.576197, expected=20.000000 predicted=13.617946, expected=32.000000 predicted=17.882014, expected=20.000000 predicted=15.603092, expected=16.000000 predicted=15.482660, expected=16.000000 predicted=17.302967, expected=16.000000 predicted=20.405383, expected=20.000000 predicted=21.072250, expected=16.000000 predicted=17.390469, expected=32.000000 predicted=20.569336, expected=16.000000 predicted=18.698940, expected=8.000000 predicted=16.751463, expected=12.000000 predicted=15.278018, expected=12.000000 predicted=16.764708, expected=8.000000 predicted=15.606045, expected=24.000000 predicted=14.367174, expected=20.000000 predicted=14.574940, expected=8.000000 predicted=13.460713, expected=24.000000 predicted=15.118088, expected=8.000000 predicted=14.411326, expected=12.000000 predicted=16.827796, expected=12.000000 predicted=12.788127, expected=20.000000 predicted=15.511248, expected=12.000000 predicted=14.848538, expected=24.000000 predicted=15.156784, expected=4.000000 predicted=12.232085, expected=40.000000 predicted=20.660236, expected=16.000000 predicted=18.952364, expected=24.000000 predicted=20.965046, expected=16.000000 predicted=17.835075, expected=8.000000 predicted=17.452620, expected=32.000000 predicted=23.869490, expected=24.000000 predicted=21.370006, expected=24.000000 predicted=22.435045, expected=20.000000 predicted=18.306862, expected=44.000000 predicted=26.571751, expected=12.000000 predicted=25.789941, expected=32.000000 predicted=25.959351, expected=12.000000 predicted=21.543297, expected=20.000000 predicted=24.469658, expected=24.000000 predicted=24.099130, expected=8.000000 predicted=18.328117, expected=8.000000 predicted=16.292638, expected=12.000000 predicted=13.100177, expected=16.000000 predicted=16.369008, expected=16.000000 predicted=15.015147, expected=28.000000 predicted=15.259279, expected=16.000000 predicted=15.603975, expected=12.000000 predicted=15.578940, expected=8.000000 predicted=13.997496, expected=4.000000 predicted=13.702297, expected=4.000000 predicted=12.290039, expected=12.000000 predicted=10.209183, expected=24.000000 predicted=12.681259, expected=12.000000 predicted=11.167370, expected=28.000000 predicted=13.861357, expected=8.000000 predicted=12.821764, expected=12.000000 predicted=15.517232, expected=20.000000 predicted=16.730148, expected=16.000000 predicted=17.473505, expected=20.000000 predicted=18.046592, expected=16.000000 predicted=14.374728, expected=16.000000 predicted=16.413328, expected=28.000000 predicted=19.873135, expected=4.000000 predicted=16.143321, expected=24.000000 predicted=17.863789, expected=4.000000 predicted=13.885963, expected=12.000000 predicted=15.618075, expected=32.000000 predicted=17.869713, expected=8.000000 predicted=15.313994, expected=16.000000 predicted=15.263541, expected=24.000000 predicted=14.181014, expected=16.000000 predicted=19.684676, expected=12.000000 predicted=17.646750, expected=8.000000 predicted=12.074798, expected=20.000000 predicted=16.657092, expected=4.000000 predicted=14.411714, expected=4.000000 predicted=10.212918, expected=12.000000 predicted=9.021993, expected=16.000000 predicted=12.396407, expected=4.000000 predicted=10.371035, expected=20.000000 predicted=9.487487, expected=8.000000 predicted=10.048719, expected=12.000000 predicted=12.642522, expected=24.000000 predicted=13.739024, expected=40.000000 predicted=20.520675, expected=8.000000 predicted=18.461331, expected=8.000000 predicted=13.533538, expected=28.000000 predicted=18.441471, expected=20.000000 predicted=24.137430, expected=12.000000 predicted=20.184650, expected=8.000000 predicted=11.379283, expected=8.000000 predicted=13.268580, expected=20.000000 predicted=17.501490, expected=12.000000 predicted=14.189157, expected=20.000000 predicted=13.769166, expected=8.000000 predicted=11.264794, expected=20.000000 predicted=14.957900, expected=8.000000 predicted=14.046695, expected=16.000000 predicted=14.566861, expected=16.000000 predicted=14.366883, expected=32.000000 predicted=18.324693, expected=36.000000 predicted=22.659023, expected=20.000000 predicted=20.805768, expected=8.000000 predicted=18.231603, expected=20.000000 predicted=20.567759, expected=4.000000 predicted=20.466769, expected=16.000000 predicted=18.772889, expected=24.000000 predicted=15.790573, expected=4.000000 predicted=13.039645, expected=8.000000 predicted=11.384473, expected=4.000000 predicted=8.233439, expected=8.000000 predicted=11.911410, expected=16.000000 predicted=11.776438, expected=20.000000 predicted=11.108372, expected=20.000000 predicted=13.063894, expected=12.000000 predicted=12.104218, expected=20.000000 predicted=15.291731, expected=12.000000 predicted=16.267347, expected=16.000000 predicted=17.167892, expected=8.000000 predicted=13.809944, expected=20.000000 predicted=15.246737, expected=20.000000 predicted=16.635049, expected=28.000000 predicted=18.723708, expected=4.000000 predicted=14.381913, expected=16.000000 predicted=14.682255, expected=28.000000 predicted=19.652431, expected=24.000000 predicted=22.471821, expected=4.000000 predicted=16.085002, expected=28.000000 predicted=15.960414, expected=4.000000 predicted=16.718509, expected=12.000000 predicted=17.798793, expected=8.000000 predicted=12.022008, expected=36.000000 predicted=17.515411, expected=24.000000 predicted=20.328001, expected=24.000000 predicted=17.746780, expected=4.000000 predicted=14.582796, expected=20.000000 predicted=18.397398, expected=20.000000 predicted=22.620245, expected=28.000000 predicted=22.261785, expected=8.000000 predicted=16.464052, expected=16.000000 predicted=14.421964, expected=4.000000 predicted=14.896999, expected=12.000000 predicted=15.464380, expected=12.000000 predicted=14.056435, expected=16.000000 predicted=12.136926, expected=4.000000 predicted=10.205358, expected=4.000000 predicted=7.416812, expected=24.000000 predicted=12.645909, expected=24.000000 predicted=16.029361, expected=12.000000 predicted=14.114752, expected=24.000000 predicted=13.757329, expected=12.000000 predicted=15.554578, expected=16.000000 predicted=19.117767, expected=20.000000 predicted=18.009947, expected=20.000000 predicted=17.919991, expected=4.000000 predicted=15.402537, expected=4.000000 predicted=11.025684, expected=32.000000 predicted=17.198656, expected=20.000000 predicted=18.872969, expected=16.000000 predicted=16.122165, expected=28.000000 predicted=15.595002, expected=20.000000 predicted=19.660340, expected=20.000000 predicted=23.208688, expected=8.000000 predicted=17.152380, expected=16.000000 predicted=17.646046, expected=16.000000 predicted=18.663050, expected=16.000000 predicted=16.909526, expected=4.000000 predicted=12.579687, expected=24.000000 predicted=13.991839, expected=12.000000 predicted=15.014708, expected=28.000000 predicted=17.895858, expected=16.000000 predicted=16.057733, expected=4.000000 predicted=13.265409, expected=20.000000 predicted=16.733095, expected=16.000000 predicted=16.645488, expected=16.000000 predicted=18.006604, expected=8.000000 predicted=12.235788, expected=20.000000 predicted=13.677607, expected=8.000000 predicted=14.774688, expected=24.000000 predicted=16.130024, expected=16.000000 predicted=15.271792, expected=4.000000 predicted=12.610243, expected=12.000000 predicted=13.011439, expected=20.000000 predicted=14.521778, expected=20.000000 predicted=17.750847, expected=20.000000 predicted=15.418302, expected=28.000000 predicted=16.853898, expected=36.000000 predicted=23.325292, expected=32.000000 predicted=26.476210, expected=24.000000 predicted=25.587120, expected=20.000000 predicted=24.968686, expected=12.000000 predicted=24.289002, expected=40.000000 predicted=29.123724, expected=28.000000 predicted=27.620889, expected=36.000000 predicted=27.501668, expected=20.000000 predicted=23.932917, expected=4.000000 predicted=20.958859, expected=12.000000 predicted=22.506490, expected=12.000000 predicted=19.662138, expected=36.000000 predicted=23.539410, expected=40.000000 predicted=22.847197, expected=24.000000 predicted=20.455286, expected=16.000000 predicted=19.801637, expected=12.000000 predicted=20.722729, expected=12.000000 predicted=24.006474, expected=32.000000 predicted=25.527094, expected=20.000000 predicted=20.721832, expected=8.000000 predicted=15.387652, expected=20.000000 predicted=15.506599, expected=20.000000 predicted=19.277103, expected=8.000000 predicted=18.919548, expected=8.000000 predicted=12.807985, expected=4.000000 predicted=10.247849, expected=12.000000 predicted=13.154288, expected=20.000000 predicted=13.643368, expected=20.000000 predicted=12.931146, expected=12.000000 predicted=11.725744, expected=4.000000 predicted=9.763554, expected=12.000000 predicted=12.786929, expected=4.000000 predicted=12.525696, expected=4.000000 predicted=9.843409, expected=12.000000 predicted=8.186930, expected=24.000000 predicted=11.579888, expected=20.000000 predicted=13.732355, expected=12.000000 predicted=11.267268, expected=8.000000 predicted=11.002087, expected=16.000000 predicted=15.187422, expected=8.000000 predicted=15.423173, expected=4.000000 predicted=11.224385, expected=12.000000 predicted=9.721760, expected=4.000000 predicted=8.763050, expected=16.000000 predicted=11.048018, expected=24.000000 predicted=12.231765, expected=16.000000 predicted=13.004869, expected=4.000000 predicted=10.742006, expected=8.000000 predicted=10.018929, expected=8.000000 predicted=12.969878, expected=4.000000 predicted=11.715765, expected=16.000000 predicted=10.201631, expected=12.000000 predicted=8.929106, expected=16.000000 predicted=11.097435, expected=12.000000 predicted=10.513254, expected=8.000000 predicted=10.419591, expected=8.000000 predicted=11.500666, expected=16.000000 predicted=12.592946, expected=8.000000 predicted=11.811003, expected=20.000000 predicted=12.571547, expected=8.000000 predicted=10.563408, expected=20.000000 predicted=13.619317, expected=12.000000 predicted=13.619190, expected=20.000000 predicted=15.042655, expected=24.000000 predicted=17.802813, expected=4.000000 predicted=13.590758, expected=12.000000 predicted=14.244748, expected=12.000000 predicted=13.550069, expected=8.000000 predicted=14.475405, expected=8.000000 predicted=11.418412, expected=16.000000 predicted=10.044520, expected=4.000000 predicted=9.988833, expected=12.000000 predicted=9.962976, expected=12.000000 predicted=9.745966, expected=20.000000 predicted=13.143044, expected=20.000000 predicted=14.587355, expected=4.000000 predicted=10.487158, expected=12.000000 predicted=12.062190, expected=4.000000 predicted=11.328203, expected=12.000000 predicted=13.299611, expected=12.000000 predicted=11.322603, expected=8.000000 predicted=8.645354, expected=8.000000 predicted=8.773409, expected=12.000000 predicted=9.091338, expected=12.000000 predicted=11.229476, expected=8.000000 predicted=9.926972, expected=16.000000 predicted=10.582700, expected=24.000000 predicted=14.211033, expected=8.000000 predicted=13.161540, expected=4.000000 predicted=10.186386, expected=8.000000 predicted=10.024193, expected=8.000000 predicted=12.349676, expected=4.000000 predicted=10.185004, expected=32.000000 predicted=12.237632, expected=12.000000 predicted=11.618954, expected=20.000000 predicted=13.755842, expected=20.000000 predicted=14.288858, expected=4.000000 predicted=14.320964, expected=4.000000 predicted=14.624105, expected=44.000000 predicted=19.354753, expected=20.000000 predicted=21.011734, expected=16.000000 predicted=17.559393, expected=4.000000 predicted=10.675860, expected=4.000000 predicted=13.990299, expected=4.000000 predicted=17.130023, expected=36.000000 predicted=17.545865, expected=8.000000 predicted=13.000623, expected=16.000000 predicted=10.738985, expected=12.000000 predicted=10.583571, expected=8.000000 predicted=13.692326, expected=8.000000 predicted=15.710654, expected=8.000000 predicted=9.720929, expected=12.000000 predicted=11.529414, expected=4.000000 predicted=8.627031, expected=8.000000 predicted=7.702363, expected=4.000000 predicted=6.885704, expected=8.000000 predicted=7.720827, expected=8.000000 predicted=7.734271, expected=4.000000 predicted=5.759056, expected=8.000000 predicted=6.537020, expected=20.000000 predicted=9.369930, expected=36.000000 predicted=16.279218, expected=20.000000 predicted=15.943737, expected=8.000000 predicted=12.761624, expected=12.000000 predicted=14.475111, expected=20.000000 predicted=20.416709, expected=12.000000 predicted=20.103635, expected=16.000000 predicted=14.896868, expected=16.000000 predicted=13.237295, expected=28.000000 predicted=18.322682, expected=4.000000 predicted=15.302869, expected=12.000000 predicted=13.378226, expected=12.000000 predicted=14.061088, expected=12.000000 predicted=15.201025, expected=12.000000 predicted=14.259451, expected=12.000000 predicted=10.079286, expected=8.000000 predicted=11.007061, expected=4.000000 predicted=9.400377, expected=12.000000 predicted=10.230588, expected=8.000000 predicted=9.850633, expected=4.000000 predicted=8.037363, expected=12.000000 predicted=7.827006, expected=4.000000 predicted=7.019243, expected=4.000000 predicted=7.390163, expected=28.000000 predicted=11.177506, expected=4.000000 predicted=9.315932, expected=8.000000 predicted=9.354755, expected=16.000000 predicted=9.245596, expected=24.000000 predicted=15.377016, expected=12.000000 predicted=16.341007, expected=12.000000 predicted=10.973236, expected=12.000000 predicted=12.717804, expected=8.000000 predicted=14.131000, expected=16.000000 predicted=15.085118, expected=8.000000 predicted=11.228219, expected=8.000000 predicted=10.481173, expected=16.000000 predicted=11.414390, expected=12.000000 predicted=11.631499, expected=8.000000 predicted=11.344819, expected=16.000000 predicted=10.911289, expected=8.000000 predicted=11.007548, expected=20.000000 predicted=14.245061, expected=24.000000 predicted=15.228244, expected=28.000000 predicted=18.022093, expected=16.000000 predicted=17.653283, expected=12.000000 predicted=15.804430, expected=12.000000 predicted=17.731918, expected=8.000000 predicted=17.045156, expected=8.000000 predicted=14.832873, expected=12.000000 predicted=11.813979, expected=8.000000 predicted=10.252518, expected=8.000000 predicted=9.317550, expected=12.000000 predicted=9.219220, expected=4.000000 predicted=8.360116, expected=8.000000 Test MSE: 78.809
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553])] predicted=105.397107, expected=84.000000 predicted=97.044465, expected=108.000000 predicted=100.268515, expected=60.000000 predicted=86.137036, expected=60.000000 predicted=74.389509, expected=84.000000 predicted=79.650778, expected=112.000000 predicted=88.860277, expected=132.000000 predicted=94.731534, expected=84.000000 predicted=88.167287, expected=76.000000 predicted=87.370468, expected=68.000000 predicted=91.545323, expected=32.000000 predicted=84.201006, expected=140.000000 predicted=88.896422, expected=88.000000 predicted=87.545190, expected=100.000000 predicted=82.243475, expected=68.000000 predicted=78.189425, expected=88.000000 predicted=87.395438, expected=112.000000 predicted=100.368012, expected=104.000000 predicted=96.207068, expected=132.000000 predicted=99.835562, expected=52.000000 predicted=92.018121, expected=120.000000 predicted=98.158640, expected=72.000000 predicted=101.317911, expected=112.000000 predicted=99.719413, expected=80.000000 predicted=93.371792, expected=96.000000 predicted=89.437254, expected=84.000000 predicted=92.927762, expected=84.000000 predicted=88.922210, expected=84.000000 predicted=89.117884, expected=132.000000 predicted=95.050227, expected=104.000000 predicted=100.009061, expected=52.000000 predicted=86.927867, expected=112.000000 predicted=90.755312, expected=80.000000 predicted=99.240263, expected=112.000000 predicted=98.829313, expected=108.000000 predicted=93.931410, expected=72.000000 predicted=90.292880, expected=100.000000 predicted=93.962100, expected=92.000000 predicted=96.443369, expected=96.000000 predicted=97.666842, expected=140.000000 predicted=100.974342, expected=76.000000 predicted=98.421236, expected=104.000000 predicted=97.372455, expected=116.000000 predicted=104.521140, expected=116.000000 predicted=112.009770, expected=84.000000 predicted=103.704143, expected=56.000000 predicted=89.384648, expected=116.000000 predicted=98.428586, expected=88.000000 predicted=100.866588, expected=68.000000 predicted=86.422465, expected=60.000000 predicted=74.671599, expected=144.000000 predicted=91.685383, expected=76.000000 predicted=96.436928, expected=152.000000 predicted=94.526828, expected=124.000000 predicted=105.386904, expected=84.000000 predicted=107.809147, expected=16.000000 predicted=92.528393, expected=76.000000 predicted=86.908471, expected=116.000000 predicted=101.387767, expected=160.000000 predicted=101.653096, expected=112.000000 predicted=92.022239, expected=128.000000 predicted=96.601036, expected=96.000000 predicted=113.844116, expected=100.000000 predicted=118.989366, expected=100.000000 predicted=115.927135, expected=60.000000 predicted=99.882681, expected=72.000000 predicted=89.905376, expected=72.000000 predicted=84.446275, expected=80.000000 predicted=82.454625, expected=56.000000 predicted=72.514829, expected=112.000000 predicted=75.118493, expected=132.000000 predicted=91.771074, expected=132.000000 predicted=99.822334, expected=84.000000 predicted=95.699427, expected=124.000000 predicted=104.166857, expected=100.000000 predicted=116.676967, expected=72.000000 predicted=106.513767, expected=68.000000 predicted=92.725195, expected=96.000000 predicted=92.408867, expected=88.000000 predicted=93.972428, expected=104.000000 predicted=87.884678, expected=136.000000 predicted=95.409890, expected=64.000000 predicted=93.453037, expected=76.000000 predicted=88.467400, expected=48.000000 predicted=85.022484, expected=92.000000 predicted=88.684535, expected=120.000000 predicted=92.802369, expected=84.000000 predicted=82.754505, expected=92.000000 predicted=81.071973, expected=144.000000 predicted=98.357357, expected=116.000000 predicted=112.643978, expected=64.000000 predicted=99.196960, expected=52.000000 predicted=86.065994, expected=108.000000 predicted=98.516120, expected=64.000000 predicted=95.468366, expected=68.000000 predicted=75.480208, expected=112.000000 predicted=77.965490, expected=80.000000 predicted=84.643064, expected=80.000000 predicted=82.683358, expected=88.000000 predicted=80.975610, expected=104.000000 predicted=91.146878, expected=76.000000 predicted=90.070178, expected=80.000000 predicted=82.616352, expected=84.000000 predicted=85.350057, expected=16.000000 predicted=73.570712, expected=100.000000 predicted=74.116532, expected=52.000000 predicted=72.319621, expected=72.000000 predicted=66.743768, expected=84.000000 predicted=66.626946, expected=116.000000 predicted=77.271982, expected=84.000000 predicted=85.250334, expected=80.000000 predicted=78.832454, expected=104.000000 predicted=89.640536, expected=84.000000 predicted=94.289723, expected=112.000000 predicted=96.157602, expected=60.000000 predicted=87.055595, expected=108.000000 predicted=89.903386, expected=136.000000 predicted=104.030562, expected=88.000000 predicted=100.554373, expected=100.000000 predicted=96.024113, expected=72.000000 predicted=93.579139, expected=68.000000 predicted=94.858007, expected=64.000000 predicted=86.636300, expected=144.000000 predicted=92.511289, expected=80.000000 predicted=91.837750, expected=88.000000 predicted=82.024951, expected=80.000000 predicted=85.196497, expected=88.000000 predicted=92.776124, expected=108.000000 predicted=98.589701, expected=88.000000 predicted=89.883294, expected=104.000000 predicted=91.564200, expected=52.000000 predicted=85.737171, expected=128.000000 predicted=93.957826, expected=56.000000 predicted=92.237886, expected=144.000000 predicted=94.047947, expected=48.000000 predicted=90.510384, expected=60.000000 predicted=77.348088, expected=80.000000 predicted=84.347481, expected=80.000000 predicted=83.001318, expected=60.000000 predicted=77.256171, expected=100.000000 predicted=70.283279, expected=92.000000 predicted=81.470187, expected=40.000000 predicted=74.152213, expected=88.000000 predicted=72.876965, expected=56.000000 predicted=75.767094, expected=108.000000 predicted=81.086378, expected=116.000000 predicted=85.494952, expected=128.000000 predicted=91.403189, expected=72.000000 predicted=92.539282, expected=52.000000 predicted=84.060116, expected=88.000000 predicted=93.368448, expected=120.000000 predicted=101.459239, expected=64.000000 predicted=88.620046, expected=80.000000 predicted=74.536121, expected=80.000000 predicted=81.131938, expected=76.000000 predicted=86.454477, expected=68.000000 predicted=80.238722, expected=156.000000 predicted=88.851235, expected=84.000000 predicted=95.174173, expected=104.000000 predicted=90.152641, expected=64.000000 predicted=90.058688, expected=120.000000 predicted=100.119499, expected=88.000000 predicted=105.584058, expected=84.000000 predicted=89.397955, expected=148.000000 predicted=100.831959, expected=116.000000 predicted=108.102201, expected=100.000000 predicted=106.760188, expected=80.000000 predicted=99.458574, expected=64.000000 predicted=98.252540, expected=64.000000 predicted=94.929390, expected=108.000000 predicted=90.523999, expected=60.000000 predicted=81.809555, expected=108.000000 predicted=78.261238, expected=116.000000 predicted=88.969552, expected=96.000000 predicted=93.489973, expected=60.000000 predicted=87.725971, expected=100.000000 predicted=88.283259, expected=108.000000 predicted=101.774874, expected=72.000000 predicted=92.738912, expected=120.000000 predicted=90.175809, expected=132.000000 predicted=102.041503, expected=80.000000 predicted=102.637403, expected=84.000000 predicted=94.719788, expected=68.000000 predicted=92.349304, expected=100.000000 predicted=98.685552, expected=124.000000 predicted=100.875449, expected=92.000000 predicted=92.564439, expected=156.000000 predicted=102.369664, expected=136.000000 predicted=115.988792, expected=84.000000 predicted=113.703321, expected=76.000000 predicted=105.951466, expected=108.000000 predicted=109.657541, expected=92.000000 predicted=112.266497, expected=112.000000 predicted=101.247052, expected=92.000000 predicted=94.007296, expected=96.000000 predicted=95.164504, expected=112.000000 predicted=102.265026, expected=84.000000 predicted=99.014637, expected=136.000000 predicted=104.730101, expected=164.000000 predicted=117.941200, expected=100.000000 predicted=116.433556, expected=92.000000 predicted=108.784172, expected=124.000000 predicted=116.222538, expected=72.000000 predicted=117.522519, expected=80.000000 predicted=102.790977, expected=92.000000 predicted=93.342751, expected=72.000000 predicted=90.357781, expected=100.000000 predicted=89.485864, expected=96.000000 predicted=86.747885, expected=104.000000 predicted=91.248967, expected=88.000000 predicted=91.462298, expected=60.000000 predicted=84.879772, expected=172.000000 predicted=104.133975, expected=64.000000 predicted=102.750403, expected=132.000000 predicted=98.681073, expected=124.000000 predicted=107.584882, expected=48.000000 predicted=101.411208, expected=84.000000 predicted=98.395279, expected=120.000000 predicted=98.040641, expected=112.000000 predicted=108.153541, expected=112.000000 predicted=98.905649, expected=100.000000 predicted=94.340967, expected=100.000000 predicted=104.074017, expected=80.000000 predicted=103.751547, expected=84.000000 predicted=97.337320, expected=68.000000 predicted=90.678007, expected=104.000000 predicted=89.830171, expected=136.000000 predicted=98.364524, expected=132.000000 predicted=103.305616, expected=88.000000 predicted=99.736425, expected=124.000000 predicted=105.472637, expected=120.000000 predicted=119.504581, expected=116.000000 predicted=120.684388, expected=108.000000 predicted=113.497179, expected=136.000000 predicted=115.479486, expected=104.000000 predicted=119.345316, expected=100.000000 predicted=112.377893, expected=108.000000 predicted=111.164043, expected=108.000000 predicted=112.114929, expected=116.000000 predicted=112.691767, expected=152.000000 predicted=115.914126, expected=152.000000 predicted=125.124326, expected=164.000000 predicted=133.787276, expected=128.000000 predicted=135.609249, expected=20.000000 predicted=116.603229, expected=128.000000 predicted=119.607683, expected=16.000000 predicted=106.652538, expected=68.000000 predicted=85.103214, expected=92.000000 predicted=75.894110, expected=104.000000 predicted=76.472410, expected=72.000000 predicted=79.830620, expected=96.000000 predicted=71.973981, expected=24.000000 predicted=74.861842, expected=144.000000 predicted=87.329616, expected=96.000000 predicted=95.912417, expected=140.000000 predicted=95.914882, expected=112.000000 predicted=101.362178, expected=92.000000 predicted=99.413348, expected=60.000000 predicted=104.146649, expected=72.000000 predicted=93.336777, expected=100.000000 predicted=98.447778, expected=48.000000 predicted=82.881268, expected=120.000000 predicted=80.121918, expected=136.000000 predicted=93.712744, expected=116.000000 predicted=101.685774, expected=92.000000 predicted=98.580952, expected=112.000000 predicted=101.094617, expected=80.000000 predicted=110.210749, expected=80.000000 predicted=101.477145, expected=124.000000 predicted=101.266291, expected=108.000000 predicted=103.118104, expected=68.000000 predicted=94.153039, expected=72.000000 predicted=84.197999, expected=136.000000 predicted=99.483686, expected=80.000000 predicted=102.864579, expected=100.000000 predicted=91.654419, expected=52.000000 predicted=82.426453, expected=120.000000 predicted=92.429253, expected=104.000000 predicted=103.112597, expected=132.000000 predicted=99.358520, expected=128.000000 predicted=106.716008, expected=108.000000 predicted=106.481673, expected=68.000000 predicted=106.903008, expected=88.000000 predicted=101.707854, expected=92.000000 predicted=104.635412, expected=100.000000 predicted=99.634168, expected=136.000000 predicted=100.461485, expected=136.000000 predicted=105.934631, expected=80.000000 predicted=103.920369, expected=112.000000 predicted=104.759214, expected=84.000000 predicted=108.589020, expected=76.000000 predicted=103.787863, expected=56.000000 predicted=89.123465, expected=96.000000 predicted=83.755208, expected=112.000000 predicted=93.517654, expected=84.000000 predicted=86.371181, expected=140.000000 predicted=92.915946, expected=88.000000 predicted=97.547659, expected=104.000000 predicted=101.707637, expected=88.000000 predicted=101.720829, expected=88.000000 predicted=98.238112, expected=112.000000 predicted=104.286716, expected=108.000000 predicted=100.119722, expected=132.000000 predicted=106.448106, expected=116.000000 predicted=108.198260, expected=128.000000 predicted=113.289398, expected=52.000000 predicted=105.994410, expected=80.000000 predicted=97.545683, expected=80.000000 predicted=99.185096, expected=60.000000 predicted=87.783356, expected=88.000000 predicted=80.989192, expected=84.000000 predicted=75.463551, expected=152.000000 predicted=93.661261, expected=72.000000 predicted=92.228260, expected=76.000000 predicted=82.890197, expected=132.000000 predicted=99.628705, expected=88.000000 predicted=105.337657, expected=124.000000 predicted=106.845544, expected=140.000000 predicted=106.519051, expected=84.000000 predicted=108.164667, expected=60.000000 predicted=99.411500, expected=68.000000 predicted=90.210387, expected=108.000000 predicted=100.280349, expected=64.000000 predicted=90.967235, expected=124.000000 predicted=83.811610, expected=104.000000 predicted=90.385363, expected=76.000000 predicted=89.885074, expected=76.000000 predicted=88.434450, expected=48.000000 predicted=80.133206, expected=176.000000 predicted=103.375025, expected=124.000000 predicted=109.650611, expected=108.000000 predicted=99.538733, expected=120.000000 predicted=103.476535, expected=116.000000 predicted=115.696975, expected=124.000000 predicted=129.486663, expected=104.000000 predicted=115.968712, expected=108.000000 predicted=112.031630, expected=104.000000 predicted=112.456807, expected=120.000000 predicted=113.487902, expected=80.000000 predicted=106.927752, expected=148.000000 predicted=109.864109, expected=88.000000 predicted=110.864025, expected=132.000000 predicted=110.513174, expected=92.000000 predicted=110.243835, expected=100.000000 predicted=105.220459, expected=116.000000 predicted=112.759752, expected=140.000000 predicted=114.117113, expected=88.000000 predicted=112.577760, expected=120.000000 predicted=105.891256, expected=84.000000 predicted=107.981469, expected=104.000000 predicted=108.043092, expected=76.000000 predicted=102.270427, expected=36.000000 predicted=82.106917, expected=108.000000 predicted=86.162468, expected=96.000000 predicted=89.471813, expected=72.000000 predicted=83.116660, expected=60.000000 predicted=70.714383, expected=116.000000 predicted=80.934376, expected=64.000000 predicted=89.729812, expected=92.000000 predicted=81.519523, expected=100.000000 predicted=84.317292, expected=100.000000 predicted=90.415654, expected=52.000000 predicted=86.266712, expected=76.000000 predicted=76.901511, expected=168.000000 predicted=101.589791, expected=92.000000 predicted=104.688676, expected=96.000000 predicted=93.137780, expected=96.000000 predicted=93.332310, expected=124.000000 predicted=110.232735, expected=76.000000 predicted=110.521237, expected=124.000000 predicted=99.385038, expected=112.000000 predicted=106.740382, expected=72.000000 predicted=100.267778, expected=148.000000 predicted=107.657939, expected=176.000000 predicted=123.439404, expected=64.000000 predicted=117.657762, expected=116.000000 predicted=107.552718, expected=84.000000 predicted=109.495728, expected=112.000000 predicted=118.233059, expected=104.000000 predicted=111.396083, expected=68.000000 predicted=90.412149, expected=132.000000 predicted=101.328532, expected=72.000000 predicted=97.882591, expected=132.000000 predicted=102.334149, expected=64.000000 predicted=96.397309, expected=84.000000 predicted=89.156382, expected=76.000000 predicted=93.019193, expected=148.000000 predicted=97.970358, expected=136.000000 predicted=111.930415, expected=124.000000 predicted=105.135470, expected=104.000000 predicted=109.033577, expected=76.000000 predicted=107.887101, expected=104.000000 predicted=114.312654, expected=92.000000 predicted=108.176692, expected=92.000000 predicted=99.184033, expected=92.000000 predicted=92.916887, expected=88.000000 predicted=90.565901, expected=72.000000 predicted=89.548711, expected=108.000000 predicted=90.314064, expected=88.000000 predicted=92.121974, expected=100.000000 predicted=91.121893, expected=104.000000 predicted=93.429262, expected=80.000000 predicted=91.990022, expected=68.000000 predicted=89.392713, expected=88.000000 predicted=87.042972, expected=112.000000 predicted=94.458813, expected=96.000000 predicted=93.656275, expected=84.000000 predicted=86.575658, expected=132.000000 predicted=95.897671, expected=52.000000 predicted=95.722724, expected=160.000000 predicted=103.502002, expected=60.000000 predicted=101.511233, expected=124.000000 predicted=98.464321, expected=92.000000 predicted=104.792363, expected=120.000000 predicted=101.214723, expected=144.000000 predicted=118.424439, expected=168.000000 predicted=120.556119, expected=80.000000 predicted=121.796893, expected=72.000000 predicted=105.404980, expected=72.000000 predicted=107.040337, expected=92.000000 predicted=107.177450, expected=116.000000 predicted=103.767798, expected=72.000000 predicted=85.297393, expected=80.000000 predicted=80.594087, expected=100.000000 predicted=88.305489, expected=88.000000 predicted=93.569491, expected=44.000000 predicted=82.295378, expected=120.000000 predicted=81.412812, expected=56.000000 Test MSE: 945.917
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207])] predicted=43.808453, expected=40.000000 predicted=38.337894, expected=56.000000 predicted=37.389096, expected=52.000000 predicted=44.256758, expected=36.000000 predicted=39.231081, expected=12.000000 predicted=33.585571, expected=52.000000 predicted=42.194288, expected=88.000000 predicted=52.341491, expected=36.000000 predicted=44.932239, expected=48.000000 predicted=46.107914, expected=60.000000 predicted=46.384301, expected=44.000000 predicted=52.717300, expected=28.000000 predicted=53.210023, expected=60.000000 predicted=46.508903, expected=28.000000 predicted=42.679714, expected=48.000000 predicted=47.069436, expected=32.000000 predicted=39.697627, expected=44.000000 predicted=38.913998, expected=40.000000 predicted=43.689460, expected=24.000000 predicted=34.073764, expected=56.000000 predicted=43.005660, expected=52.000000 predicted=40.451354, expected=56.000000 predicted=46.064350, expected=44.000000 predicted=45.054120, expected=56.000000 predicted=46.392754, expected=32.000000 predicted=48.422819, expected=64.000000 predicted=52.122297, expected=40.000000 predicted=48.280323, expected=40.000000 predicted=45.532158, expected=40.000000 predicted=46.355340, expected=56.000000 predicted=44.369342, expected=48.000000 predicted=49.368598, expected=40.000000 predicted=43.491844, expected=36.000000 predicted=42.752246, expected=8.000000 predicted=35.679120, expected=48.000000 predicted=41.965799, expected=72.000000 predicted=44.060784, expected=68.000000 predicted=45.923686, expected=28.000000 predicted=41.872677, expected=60.000000 predicted=45.287693, expected=40.000000 predicted=50.440005, expected=40.000000 predicted=52.481536, expected=68.000000 predicted=54.312319, expected=40.000000 predicted=42.807941, expected=68.000000 predicted=55.218811, expected=40.000000 predicted=47.459512, expected=24.000000 predicted=44.506760, expected=8.000000 predicted=41.977454, expected=16.000000 predicted=31.730176, expected=52.000000 predicted=39.166170, expected=60.000000 predicted=35.518031, expected=32.000000 predicted=31.052316, expected=16.000000 predicted=27.688807, expected=64.000000 predicted=39.818858, expected=52.000000 predicted=45.832953, expected=64.000000 predicted=50.579978, expected=20.000000 predicted=38.862385, expected=76.000000 predicted=48.113133, expected=36.000000 predicted=51.358077, expected=40.000000 predicted=47.785764, expected=16.000000 predicted=43.124481, expected=52.000000 predicted=38.561787, expected=44.000000 predicted=46.768529, expected=52.000000 predicted=40.063698, expected=76.000000 predicted=48.727181, expected=84.000000 predicted=52.179513, expected=40.000000 predicted=55.958595, expected=36.000000 predicted=53.680079, expected=40.000000 predicted=53.493032, expected=68.000000 predicted=59.458081, expected=84.000000 predicted=62.993548, expected=68.000000 predicted=54.935447, expected=52.000000 predicted=55.678879, expected=60.000000 predicted=60.127593, expected=12.000000 predicted=54.350027, expected=76.000000 predicted=63.435804, expected=80.000000 predicted=60.369732, expected=40.000000 predicted=51.121832, expected=64.000000 predicted=57.960638, expected=44.000000 predicted=47.258648, expected=76.000000 predicted=65.602667, expected=36.000000 predicted=57.412344, expected=36.000000 predicted=47.619746, expected=40.000000 predicted=50.685558, expected=44.000000 predicted=45.218934, expected=60.000000 predicted=52.242865, expected=48.000000 predicted=43.206735, expected=60.000000 predicted=47.834179, expected=28.000000 predicted=44.544683, expected=52.000000 predicted=48.770838, expected=52.000000 predicted=51.130123, expected=40.000000 predicted=45.872231, expected=24.000000 predicted=43.331216, expected=36.000000 predicted=37.712010, expected=20.000000 predicted=37.245784, expected=60.000000 predicted=41.660572, expected=28.000000 predicted=34.277163, expected=28.000000 predicted=31.412148, expected=36.000000 predicted=35.401779, expected=48.000000 predicted=35.406473, expected=80.000000 predicted=50.252378, expected=64.000000 predicted=46.145845, expected=28.000000 predicted=43.817425, expected=32.000000 predicted=46.447243, expected=24.000000 predicted=44.729640, expected=24.000000 predicted=44.334629, expected=56.000000 predicted=42.263069, expected=44.000000 predicted=34.169601, expected=48.000000 predicted=38.043522, expected=28.000000 predicted=35.267127, expected=20.000000 predicted=34.113482, expected=44.000000 predicted=42.317897, expected=20.000000 predicted=33.525643, expected=84.000000 predicted=44.895711, expected=8.000000 predicted=31.022773, expected=36.000000 predicted=33.848576, expected=32.000000 predicted=38.134684, expected=40.000000 predicted=34.854570, expected=52.000000 predicted=46.829640, expected=52.000000 predicted=34.589600, expected=56.000000 predicted=44.469808, expected=64.000000 predicted=48.642186, expected=16.000000 predicted=43.668154, expected=44.000000 predicted=47.922043, expected=36.000000 predicted=44.985004, expected=40.000000 predicted=43.683804, expected=44.000000 predicted=43.221202, expected=68.000000 predicted=40.556879, expected=56.000000 predicted=47.964538, expected=16.000000 predicted=40.425954, expected=64.000000 predicted=48.780917, expected=48.000000 predicted=48.598620, expected=44.000000 predicted=50.620328, expected=60.000000 predicted=49.787217, expected=40.000000 predicted=41.870462, expected=92.000000 predicted=60.938304, expected=20.000000 predicted=48.306030, expected=16.000000 predicted=43.615517, expected=64.000000 predicted=51.158658, expected=60.000000 predicted=48.351656, expected=60.000000 predicted=55.770311, expected=72.000000 predicted=47.173849, expected=36.000000 predicted=46.794630, expected=20.000000 predicted=51.440733, expected=16.000000 predicted=44.049465, expected=44.000000 predicted=43.825726, expected=64.000000 predicted=46.468802, expected=40.000000 predicted=36.231871, expected=84.000000 predicted=44.835188, expected=44.000000 predicted=44.682229, expected=68.000000 predicted=56.911502, expected=44.000000 predicted=56.993234, expected=32.000000 predicted=49.703029, expected=56.000000 predicted=57.702759, expected=40.000000 predicted=46.611922, expected=80.000000 predicted=56.609701, expected=52.000000 predicted=49.799137, expected=36.000000 predicted=46.831921, expected=24.000000 predicted=47.010210, expected=48.000000 predicted=46.623718, expected=96.000000 predicted=61.290512, expected=40.000000 predicted=48.317876, expected=52.000000 predicted=47.815918, expected=60.000000 predicted=50.986272, expected=20.000000 predicted=50.740414, expected=44.000000 predicted=55.825630, expected=32.000000 predicted=40.615252, expected=28.000000 predicted=40.180829, expected=64.000000 predicted=44.278801, expected=40.000000 predicted=36.353870, expected=56.000000 predicted=44.727439, expected=16.000000 predicted=36.641829, expected=36.000000 predicted=39.157773, expected=36.000000 predicted=42.993857, expected=52.000000 predicted=40.651293, expected=56.000000 predicted=43.699180, expected=80.000000 predicted=45.302441, expected=68.000000 predicted=53.527151, expected=56.000000 predicted=55.693172, expected=32.000000 predicted=54.844785, expected=36.000000 predicted=53.844076, expected=44.000000 predicted=54.983433, expected=20.000000 predicted=43.595814, expected=48.000000 predicted=41.408917, expected=52.000000 predicted=38.924195, expected=32.000000 predicted=38.106673, expected=48.000000 predicted=41.109529, expected=40.000000 predicted=38.102474, expected=28.000000 predicted=41.199652, expected=44.000000 predicted=41.760131, expected=60.000000 predicted=42.464746, expected=40.000000 predicted=43.574769, expected=40.000000 predicted=41.418152, expected=36.000000 predicted=39.512451, expected=44.000000 predicted=44.273838, expected=64.000000 predicted=49.726895, expected=52.000000 predicted=45.819668, expected=56.000000 predicted=48.219973, expected=40.000000 predicted=46.580390, expected=40.000000 predicted=48.355583, expected=20.000000 predicted=45.209392, expected=52.000000 predicted=45.051789, expected=28.000000 predicted=40.087903, expected=36.000000 predicted=36.525851, expected=56.000000 predicted=39.637294, expected=36.000000 predicted=36.392647, expected=40.000000 predicted=42.083048, expected=32.000000 predicted=36.341992, expected=28.000000 predicted=37.330507, expected=36.000000 predicted=39.484076, expected=52.000000 predicted=38.362259, expected=28.000000 predicted=35.763792, expected=56.000000 predicted=39.115823, expected=56.000000 predicted=42.012389, expected=20.000000 predicted=39.547244, expected=40.000000 predicted=42.463244, expected=20.000000 predicted=34.615021, expected=32.000000 predicted=39.224283, expected=64.000000 predicted=41.828303, expected=40.000000 predicted=34.961792, expected=44.000000 predicted=40.050588, expected=28.000000 predicted=34.981804, expected=52.000000 predicted=43.262105, expected=48.000000 predicted=47.783835, expected=40.000000 predicted=41.869413, expected=76.000000 predicted=49.200111, expected=76.000000 predicted=52.655868, expected=40.000000 predicted=54.016604, expected=36.000000 predicted=50.493371, expected=48.000000 predicted=51.223188, expected=44.000000 predicted=55.409563, expected=32.000000 predicted=47.832396, expected=56.000000 predicted=43.237553, expected=48.000000 predicted=43.528682, expected=24.000000 predicted=41.392697, expected=8.000000 predicted=33.758908, expected=20.000000 predicted=30.653970, expected=32.000000 predicted=34.031033, expected=44.000000 predicted=32.397844, expected=64.000000 predicted=33.494283, expected=44.000000 predicted=33.072708, expected=40.000000 predicted=38.392202, expected=28.000000 predicted=39.550126, expected=36.000000 predicted=42.552037, expected=4.000000 predicted=36.122950, expected=72.000000 predicted=40.853042, expected=44.000000 predicted=38.031712, expected=28.000000 predicted=34.445878, expected=56.000000 predicted=39.788993, expected=20.000000 predicted=32.985938, expected=64.000000 predicted=51.257513, expected=72.000000 predicted=48.301172, expected=48.000000 predicted=46.770766, expected=84.000000 predicted=58.397066, expected=60.000000 predicted=54.319874, expected=48.000000 predicted=62.330796, expected=56.000000 predicted=61.172346, expected=40.000000 predicted=54.453465, expected=48.000000 predicted=58.350590, expected=84.000000 predicted=58.334951, expected=48.000000 predicted=53.404889, expected=56.000000 predicted=55.456107, expected=28.000000 predicted=47.003658, expected=48.000000 predicted=52.034425, expected=48.000000 predicted=54.625868, expected=52.000000 predicted=47.870820, expected=44.000000 predicted=46.418316, expected=32.000000 predicted=39.848585, expected=20.000000 predicted=39.629791, expected=56.000000 predicted=43.725546, expected=48.000000 predicted=43.719520, expected=28.000000 predicted=38.171279, expected=80.000000 predicted=44.603674, expected=40.000000 predicted=42.580202, expected=44.000000 predicted=50.262568, expected=8.000000 predicted=38.283020, expected=48.000000 predicted=41.163155, expected=52.000000 predicted=49.131895, expected=80.000000 predicted=48.196265, expected=44.000000 predicted=44.889751, expected=64.000000 predicted=45.996711, expected=24.000000 predicted=49.051123, expected=52.000000 predicted=53.039564, expected=36.000000 predicted=51.882787, expected=40.000000 predicted=43.851647, expected=52.000000 predicted=46.634171, expected=32.000000 predicted=37.619798, expected=56.000000 predicted=46.007991, expected=20.000000 predicted=37.508245, expected=28.000000 predicted=37.646765, expected=28.000000 predicted=36.462804, expected=28.000000 predicted=32.420657, expected=44.000000 predicted=36.701188, expected=44.000000 predicted=31.735330, expected=28.000000 predicted=32.422415, expected=16.000000 predicted=29.361493, expected=32.000000 predicted=31.390904, expected=52.000000 predicted=38.360749, expected=36.000000 predicted=36.095333, expected=16.000000 predicted=28.300096, expected=44.000000 predicted=31.172853, expected=72.000000 predicted=43.616164, expected=76.000000 predicted=52.123060, expected=32.000000 predicted=43.269932, expected=24.000000 predicted=38.978005, expected=28.000000 predicted=44.574313, expected=36.000000 predicted=47.824501, expected=64.000000 predicted=48.357392, expected=24.000000 predicted=33.485998, expected=40.000000 predicted=34.609776, expected=48.000000 predicted=38.937301, expected=40.000000 predicted=42.202077, expected=48.000000 predicted=45.726080, expected=36.000000 predicted=37.448949, expected=68.000000 predicted=47.709157, expected=56.000000 predicted=49.630986, expected=28.000000 predicted=44.225104, expected=48.000000 predicted=46.630997, expected=20.000000 predicted=40.920162, expected=20.000000 predicted=41.720698, expected=28.000000 predicted=34.587813, expected=32.000000 predicted=30.095392, expected=52.000000 predicted=36.017731, expected=40.000000 predicted=31.263629, expected=36.000000 predicted=33.131281, expected=28.000000 predicted=34.111066, expected=40.000000 predicted=37.869217, expected=32.000000 predicted=39.000190, expected=28.000000 predicted=34.194611, expected=64.000000 predicted=39.413519, expected=52.000000 predicted=40.656738, expected=32.000000 predicted=40.413255, expected=36.000000 predicted=38.520117, expected=24.000000 predicted=37.496261, expected=28.000000 predicted=41.251438, expected=48.000000 predicted=38.897012, expected=44.000000 predicted=36.005887, expected=36.000000 predicted=35.763394, expected=40.000000 predicted=35.126361, expected=20.000000 predicted=34.120091, expected=40.000000 predicted=39.216974, expected=68.000000 predicted=43.624833, expected=40.000000 predicted=40.668919, expected=84.000000 predicted=49.764451, expected=48.000000 predicted=46.452778, expected=28.000000 predicted=49.052092, expected=20.000000 predicted=46.551197, expected=16.000000 predicted=38.512574, expected=44.000000 predicted=45.179979, expected=76.000000 predicted=43.055476, expected=52.000000 predicted=39.405643, expected=24.000000 predicted=34.345543, expected=12.000000 predicted=31.905381, expected=32.000000 predicted=40.684260, expected=84.000000 predicted=54.058501, expected=36.000000 predicted=41.120254, expected=52.000000 predicted=37.949980, expected=32.000000 predicted=36.144522, expected=60.000000 predicted=49.928704, expected=28.000000 predicted=50.413809, expected=32.000000 predicted=39.245093, expected=28.000000 predicted=38.527143, expected=28.000000 predicted=34.868498, expected=44.000000 predicted=39.444813, expected=56.000000 predicted=36.946134, expected=56.000000 predicted=40.889156, expected=32.000000 predicted=37.964185, expected=48.000000 predicted=42.210877, expected=36.000000 predicted=44.739806, expected=48.000000 predicted=47.781705, expected=48.000000 predicted=45.678511, expected=40.000000 predicted=41.102576, expected=60.000000 predicted=47.416788, expected=36.000000 predicted=43.251779, expected=44.000000 predicted=46.018674, expected=16.000000 predicted=38.992078, expected=44.000000 predicted=40.919192, expected=68.000000 predicted=48.172435, expected=20.000000 predicted=37.130669, expected=40.000000 predicted=37.858968, expected=72.000000 predicted=42.508288, expected=24.000000 predicted=44.523019, expected=28.000000 predicted=42.552993, expected=24.000000 predicted=31.711442, expected=68.000000 predicted=45.940765, expected=32.000000 predicted=43.481999, expected=52.000000 predicted=37.253829, expected=52.000000 predicted=40.893423, expected=28.000000 predicted=40.705102, expected=36.000000 predicted=45.619151, expected=56.000000 predicted=42.855985, expected=60.000000 predicted=49.446668, expected=56.000000 predicted=48.508489, expected=32.000000 predicted=41.328807, expected=20.000000 predicted=40.725516, expected=16.000000 predicted=40.105175, expected=24.000000 predicted=37.232439, expected=28.000000 predicted=32.255467, expected=60.000000 predicted=32.625343, expected=40.000000 predicted=30.567185, expected=56.000000 predicted=36.191556, expected=40.000000 predicted=38.641088, expected=28.000000 predicted=39.888717, expected=56.000000 predicted=48.329909, expected=44.000000 predicted=44.308234, expected=92.000000 predicted=56.295894, expected=52.000000 predicted=50.150202, expected=36.000000 predicted=47.590935, expected=28.000000 predicted=48.577960, expected=24.000000 predicted=45.577627, expected=36.000000 predicted=49.353563, expected=20.000000 predicted=33.811193, expected=28.000000 predicted=29.211394, expected=48.000000 predicted=31.568602, expected=44.000000 predicted=33.889163, expected=48.000000 predicted=37.611759, expected=48.000000 predicted=37.531936, expected=24.000000 predicted=37.545086, expected=40.000000 predicted=42.113339, expected=60.000000 predicted=45.630328, expected=20.000000 predicted=39.898481, expected=32.000000 predicted=36.996386, expected=8.000000 predicted=27.725334, expected=16.000000 predicted=30.372076, expected=28.000000 predicted=30.285465, expected=32.000000 predicted=24.005346, expected=48.000000 predicted=29.156764, expected=52.000000 predicted=29.939619, expected=32.000000 predicted=32.358939, expected=24.000000 predicted=33.382759, expected=32.000000 predicted=35.696802, expected=52.000000 Test MSE: 342.269
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206])] predicted=10.621885, expected=4.000000 predicted=9.966863, expected=20.000000 predicted=10.786172, expected=8.000000 predicted=10.018717, expected=8.000000 predicted=11.205230, expected=12.000000 predicted=11.312433, expected=28.000000 predicted=13.164557, expected=8.000000 predicted=13.280836, expected=20.000000 predicted=15.252161, expected=12.000000 predicted=14.369166, expected=24.000000 predicted=17.407421, expected=8.000000 predicted=16.283539, expected=8.000000 predicted=13.985195, expected=16.000000 predicted=14.616876, expected=12.000000 predicted=12.633806, expected=8.000000 predicted=12.691326, expected=20.000000 predicted=12.355099, expected=16.000000 predicted=12.798830, expected=16.000000 predicted=14.880609, expected=20.000000 predicted=15.670046, expected=8.000000 predicted=14.534462, expected=4.000000 predicted=14.382734, expected=4.000000 predicted=11.211104, expected=20.000000 predicted=11.555603, expected=8.000000 predicted=9.787098, expected=12.000000 predicted=10.039092, expected=20.000000 predicted=11.556972, expected=12.000000 predicted=12.233997, expected=8.000000 predicted=13.767165, expected=24.000000 predicted=14.330139, expected=12.000000 predicted=13.773969, expected=12.000000 predicted=15.243183, expected=28.000000 predicted=16.295580, expected=16.000000 predicted=15.787220, expected=8.000000 predicted=17.429158, expected=12.000000 predicted=15.238637, expected=12.000000 predicted=13.953517, expected=36.000000 predicted=18.459418, expected=4.000000 predicted=13.845110, expected=16.000000 predicted=16.450836, expected=4.000000 predicted=13.857621, expected=12.000000 predicted=13.811358, expected=4.000000 predicted=12.295762, expected=36.000000 predicted=12.339160, expected=24.000000 predicted=15.097750, expected=20.000000 predicted=17.262044, expected=12.000000 predicted=19.004762, expected=20.000000 predicted=19.065605, expected=8.000000 predicted=19.665721, expected=12.000000 predicted=16.208138, expected=20.000000 predicted=15.337332, expected=12.000000 predicted=13.382842, expected=4.000000 predicted=13.223007, expected=8.000000 predicted=11.006404, expected=8.000000 predicted=10.075617, expected=12.000000 predicted=10.479673, expected=12.000000 predicted=9.371265, expected=8.000000 predicted=8.673866, expected=4.000000 predicted=8.876634, expected=12.000000 predicted=9.345752, expected=8.000000 predicted=8.872892, expected=8.000000 predicted=8.764473, expected=12.000000 predicted=8.867574, expected=24.000000 predicted=11.042361, expected=24.000000 predicted=14.472328, expected=8.000000 predicted=14.266609, expected=20.000000 predicted=16.908306, expected=12.000000 predicted=15.984407, expected=20.000000 predicted=17.877279, expected=16.000000 predicted=16.801177, expected=20.000000 predicted=15.915779, expected=16.000000 predicted=17.480299, expected=28.000000 predicted=18.693643, expected=16.000000 predicted=19.120548, expected=8.000000 predicted=17.675461, expected=12.000000 predicted=17.147981, expected=4.000000 predicted=13.192930, expected=16.000000 predicted=14.066099, expected=12.000000 predicted=11.046958, expected=20.000000 predicted=12.033935, expected=12.000000 predicted=12.849022, expected=20.000000 predicted=14.146767, expected=8.000000 predicted=14.622387, expected=12.000000 predicted=14.058214, expected=36.000000 predicted=18.086997, expected=28.000000 predicted=18.384292, expected=4.000000 predicted=18.670947, expected=16.000000 predicted=18.780520, expected=12.000000 predicted=16.888906, expected=8.000000 predicted=16.907993, expected=12.000000 predicted=14.012599, expected=16.000000 predicted=10.922525, expected=4.000000 predicted=11.095315, expected=4.000000 predicted=9.858510, expected=12.000000 predicted=9.258135, expected=24.000000 predicted=11.419051, expected=16.000000 predicted=12.515636, expected=24.000000 predicted=14.790448, expected=16.000000 predicted=15.950636, expected=4.000000 predicted=15.754389, expected=12.000000 predicted=16.589587, expected=12.000000 predicted=13.208785, expected=16.000000 predicted=13.905585, expected=12.000000 predicted=12.276245, expected=20.000000 predicted=12.812929, expected=20.000000 predicted=15.245042, expected=12.000000 predicted=15.198516, expected=20.000000 predicted=17.267509, expected=20.000000 predicted=16.916262, expected=20.000000 predicted=18.565025, expected=32.000000 predicted=21.247476, expected=32.000000 predicted=22.426981, expected=12.000000 predicted=22.653118, expected=8.000000 predicted=21.379668, expected=44.000000 predicted=24.807746, expected=24.000000 predicted=23.319584, expected=24.000000 predicted=25.315370, expected=20.000000 predicted=22.979433, expected=8.000000 predicted=20.203149, expected=8.000000 predicted=22.028028, expected=16.000000 predicted=16.470377, expected=32.000000 predicted=17.877258, expected=24.000000 predicted=17.829234, expected=24.000000 predicted=19.290873, expected=8.000000 predicted=18.413174, expected=20.000000 predicted=20.742275, expected=20.000000 predicted=21.127552, expected=16.000000 predicted=18.373660, expected=20.000000 predicted=18.820000, expected=16.000000 predicted=16.178454, expected=8.000000 predicted=16.567420, expected=20.000000 predicted=17.234913, expected=24.000000 predicted=16.860915, expected=4.000000 predicted=14.916965, expected=8.000000 predicted=14.438237, expected=16.000000 predicted=12.974316, expected=8.000000 predicted=12.464595, expected=24.000000 predicted=15.180115, expected=4.000000 predicted=9.858284, expected=12.000000 predicted=12.456227, expected=8.000000 predicted=12.055471, expected=8.000000 predicted=10.077314, expected=8.000000 predicted=11.253334, expected=16.000000 predicted=9.148731, expected=32.000000 predicted=14.171520, expected=8.000000 predicted=12.543502, expected=12.000000 predicted=14.984561, expected=16.000000 predicted=15.208075, expected=4.000000 predicted=13.612801, expected=12.000000 predicted=15.164532, expected=4.000000 predicted=8.824279, expected=4.000000 predicted=8.622224, expected=4.000000 predicted=7.602928, expected=4.000000 predicted=4.964740, expected=4.000000 predicted=5.451568, expected=4.000000 predicted=3.953894, expected=24.000000 predicted=7.658782, expected=24.000000 predicted=10.279327, expected=28.000000 predicted=15.302823, expected=4.000000 predicted=14.465593, expected=16.000000 predicted=17.001402, expected=16.000000 predicted=18.166423, expected=12.000000 predicted=16.137088, expected=8.000000 predicted=14.686416, expected=12.000000 predicted=11.183366, expected=12.000000 predicted=12.402382, expected=8.000000 predicted=11.246482, expected=4.000000 predicted=9.424712, expected=12.000000 predicted=9.414560, expected=8.000000 predicted=8.897244, expected=4.000000 predicted=8.034115, expected=4.000000 predicted=6.888528, expected=8.000000 predicted=6.403542, expected=4.000000 predicted=6.412800, expected=12.000000 predicted=7.046879, expected=12.000000 predicted=7.242948, expected=20.000000 predicted=10.222898, expected=12.000000 predicted=11.343596, expected=12.000000 predicted=12.141682, expected=20.000000 predicted=14.948957, expected=8.000000 predicted=13.213106, expected=8.000000 predicted=13.752560, expected=20.000000 predicted=13.602994, expected=8.000000 predicted=11.695685, expected=8.000000 predicted=12.614126, expected=4.000000 predicted=9.270661, expected=20.000000 predicted=11.217536, expected=8.000000 predicted=10.891654, expected=8.000000 predicted=9.711915, expected=8.000000 predicted=9.615620, expected=8.000000 predicted=8.682083, expected=12.000000 predicted=10.903145, expected=8.000000 predicted=8.492384, expected=12.000000 predicted=9.561678, expected=16.000000 predicted=10.751850, expected=8.000000 predicted=10.310966, expected=16.000000 predicted=12.573346, expected=4.000000 predicted=10.143600, expected=16.000000 predicted=12.286781, expected=16.000000 predicted=12.584819, expected=24.000000 predicted=13.987068, expected=4.000000 predicted=13.330983, expected=16.000000 predicted=13.844812, expected=8.000000 predicted=13.520561, expected=24.000000 predicted=15.203980, expected=4.000000 predicted=13.337397, expected=148.000000 predicted=32.525898, expected=8.000000 predicted=37.689022, expected=24.000000 predicted=36.981000, expected=20.000000 predicted=46.120369, expected=20.000000 predicted=30.143687, expected=12.000000 predicted=51.085321, expected=12.000000 predicted=15.496716, expected=16.000000 predicted=17.224925, expected=36.000000 predicted=18.657116, expected=12.000000 predicted=18.656313, expected=12.000000 predicted=17.155400, expected=28.000000 predicted=19.396388, expected=28.000000 predicted=20.524543, expected=20.000000 predicted=23.552041, expected=20.000000 predicted=20.710756, expected=16.000000 predicted=20.336998, expected=8.000000 predicted=19.883141, expected=4.000000 predicted=16.191524, expected=12.000000 predicted=12.896924, expected=4.000000 predicted=10.415277, expected=20.000000 predicted=10.523627, expected=8.000000 predicted=9.796988, expected=16.000000 predicted=10.268717, expected=12.000000 predicted=12.713916, expected=20.000000 predicted=12.462317, expected=20.000000 predicted=16.535715, expected=12.000000 predicted=14.603201, expected=12.000000 predicted=15.758295, expected=4.000000 predicted=13.143676, expected=8.000000 predicted=12.213611, expected=16.000000 predicted=11.888556, expected=24.000000 predicted=12.291834, expected=12.000000 predicted=13.319317, expected=4.000000 predicted=11.778689, expected=4.000000 predicted=11.269697, expected=8.000000 predicted=10.489588, expected=4.000000 predicted=9.310424, expected=12.000000 predicted=7.437424, expected=12.000000 predicted=7.425359, expected=4.000000 predicted=7.276100, expected=8.000000 predicted=8.314497, expected=16.000000 predicted=8.903073, expected=8.000000 predicted=9.836978, expected=8.000000 predicted=9.770890, expected=24.000000 predicted=11.211559, expected=12.000000 predicted=12.312375, expected=12.000000 predicted=13.765673, expected=12.000000 predicted=13.116496, expected=24.000000 predicted=14.294230, expected=8.000000 predicted=15.843505, expected=12.000000 predicted=13.452983, expected=4.000000 predicted=12.359687, expected=4.000000 predicted=9.725711, expected=8.000000 predicted=10.338440, expected=12.000000 predicted=7.497743, expected=20.000000 predicted=10.165076, expected=16.000000 predicted=10.970725, expected=20.000000 predicted=13.506521, expected=4.000000 predicted=13.680380, expected=12.000000 predicted=13.529006, expected=16.000000 predicted=14.643473, expected=8.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=12.132721, expected=4.000000 predicted=11.449873, expected=4.000000 predicted=7.785210, expected=8.000000 predicted=8.082053, expected=12.000000 predicted=8.637191, expected=20.000000 predicted=9.439368, expected=8.000000 predicted=9.709345, expected=12.000000 predicted=10.759132, expected=12.000000 predicted=12.031945, expected=12.000000 predicted=12.027064, expected=16.000000 predicted=13.743627, expected=12.000000 predicted=11.953627, expected=4.000000 predicted=11.438517, expected=8.000000 predicted=10.657606, expected=16.000000 predicted=10.862928, expected=8.000000 predicted=10.597328, expected=16.000000 predicted=11.036150, expected=8.000000 predicted=10.190369, expected=4.000000 predicted=9.589914, expected=4.000000 predicted=9.673709, expected=8.000000 predicted=7.338205, expected=8.000000 predicted=8.034720, expected=12.000000 predicted=7.442769, expected=4.000000 predicted=6.890156, expected=12.000000 predicted=7.821798, expected=20.000000 predicted=10.649182, expected=8.000000 predicted=10.515957, expected=24.000000 predicted=13.776903, expected=16.000000 predicted=14.078820, expected=12.000000 predicted=14.939733, expected=8.000000 predicted=15.475099, expected=36.000000 predicted=16.203438, expected=12.000000 predicted=18.367981, expected=8.000000 predicted=15.724772, expected=12.000000 predicted=15.515566, expected=4.000000 predicted=11.631693, expected=4.000000 predicted=13.166911, expected=12.000000 predicted=8.690086, expected=4.000000 predicted=6.970117, expected=4.000000 predicted=6.965402, expected=16.000000 predicted=7.375842, expected=16.000000 predicted=8.814918, expected=12.000000 predicted=11.146251, expected=12.000000 predicted=11.153694, expected=12.000000 predicted=11.585040, expected=12.000000 predicted=13.146976, expected=12.000000 predicted=12.760470, expected=8.000000 predicted=11.348575, expected=12.000000 predicted=11.261049, expected=16.000000 predicted=11.895310, expected=12.000000 predicted=11.950898, expected=8.000000 predicted=11.691755, expected=12.000000 predicted=11.251588, expected=8.000000 predicted=11.005486, expected=4.000000 predicted=9.996636, expected=16.000000 predicted=10.060397, expected=16.000000 predicted=10.349502, expected=8.000000 predicted=10.894590, expected=4.000000 predicted=9.934903, expected=12.000000 predicted=9.416923, expected=4.000000 predicted=9.645803, expected=16.000000 predicted=10.053075, expected=16.000000 predicted=10.334850, expected=12.000000 predicted=10.352156, expected=8.000000 predicted=12.068856, expected=4.000000 predicted=9.567511, expected=20.000000 predicted=12.268901, expected=12.000000 predicted=11.983533, expected=4.000000 predicted=10.256870, expected=12.000000 predicted=10.528163, expected=8.000000 predicted=9.116431, expected=12.000000 predicted=11.299868, expected=12.000000 predicted=10.470115, expected=16.000000 predicted=10.305307, expected=4.000000 predicted=11.042936, expected=8.000000 predicted=9.873556, expected=12.000000 predicted=10.577686, expected=8.000000 predicted=9.486787, expected=12.000000 predicted=10.506007, expected=8.000000 predicted=8.672496, expected=4.000000 predicted=8.463775, expected=16.000000 predicted=10.066688, expected=8.000000 predicted=9.064618, expected=16.000000 predicted=10.714804, expected=12.000000 predicted=11.162679, expected=8.000000 predicted=10.166313, expected=4.000000 predicted=11.154518, expected=12.000000 predicted=9.442381, expected=4.000000 predicted=9.287560, expected=32.000000 predicted=11.762440, expected=8.000000 predicted=11.939014, expected=20.000000 predicted=12.999210, expected=8.000000 predicted=15.139094, expected=8.000000 predicted=11.725549, expected=8.000000 predicted=15.007816, expected=16.000000 predicted=10.401389, expected=20.000000 predicted=13.683668, expected=12.000000 predicted=12.208935, expected=20.000000 predicted=14.228952, expected=24.000000 predicted=16.442921, expected=8.000000 predicted=16.575002, expected=12.000000 predicted=16.512969, expected=12.000000 predicted=14.318476, expected=24.000000 predicted=15.876353, expected=20.000000 predicted=17.391990, expected=12.000000 predicted=14.791492, expected=28.000000 predicted=18.189909, expected=16.000000 predicted=18.239215, expected=24.000000 predicted=20.610456, expected=16.000000 predicted=20.118384, expected=4.000000 predicted=16.020317, expected=4.000000 predicted=15.769745, expected=8.000000 predicted=11.179624, expected=20.000000 predicted=12.356160, expected=4.000000 predicted=9.936524, expected=16.000000 Test MSE: 112.232
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385])] predicted=47.226000, expected=68.000000 predicted=55.929516, expected=44.000000 predicted=47.712204, expected=60.000000 predicted=45.655693, expected=36.000000 predicted=46.947698, expected=16.000000 predicted=40.242107, expected=64.000000 predicted=46.082833, expected=8.000000 predicted=37.808271, expected=24.000000 predicted=34.172194, expected=12.000000 predicted=23.960195, expected=12.000000 predicted=20.833821, expected=32.000000 predicted=25.496966, expected=16.000000 predicted=17.976088, expected=24.000000 predicted=20.581550, expected=32.000000 predicted=21.193623, expected=8.000000 predicted=20.633669, expected=16.000000 predicted=20.351575, expected=12.000000 predicted=16.313767, expected=16.000000 predicted=17.532952, expected=24.000000 predicted=18.413580, expected=12.000000 predicted=15.026722, expected=16.000000 predicted=15.745818, expected=20.000000 predicted=16.015746, expected=20.000000 predicted=18.121258, expected=40.000000 predicted=22.977222, expected=36.000000 predicted=25.598363, expected=8.000000 predicted=23.847240, expected=28.000000 predicted=23.478995, expected=12.000000 predicted=22.238281, expected=4.000000 predicted=20.579375, expected=20.000000 predicted=16.828556, expected=24.000000 predicted=15.955959, expected=20.000000 predicted=19.442552, expected=20.000000 predicted=17.026697, expected=24.000000 predicted=18.217309, expected=8.000000 predicted=18.880986, expected=24.000000 predicted=19.263516, expected=20.000000 predicted=19.050498, expected=16.000000 predicted=19.017072, expected=4.000000 predicted=15.307384, expected=28.000000 predicted=15.476965, expected=24.000000 predicted=19.932014, expected=12.000000 predicted=18.378263, expected=24.000000 predicted=17.523618, expected=20.000000 predicted=17.986108, expected=4.000000 predicted=18.467124, expected=12.000000 predicted=14.688177, expected=20.000000 predicted=14.338574, expected=12.000000 predicted=15.913425, expected=20.000000 predicted=15.113698, expected=36.000000 predicted=17.734467, expected=24.000000 predicted=22.010784, expected=20.000000 predicted=22.475161, expected=24.000000 predicted=21.535505, expected=12.000000 predicted=21.619172, expected=8.000000 predicted=19.656167, expected=20.000000 predicted=16.814924, expected=12.000000 predicted=15.850501, expected=32.000000 predicted=18.815775, expected=20.000000 predicted=18.199182, expected=36.000000 predicted=22.135495, expected=4.000000 predicted=20.508195, expected=28.000000 predicted=20.656418, expected=12.000000 predicted=21.049067, expected=16.000000 predicted=19.014215, expected=36.000000 predicted=22.227536, expected=8.000000 predicted=17.829249, expected=8.000000 predicted=17.486753, expected=16.000000 predicted=13.926286, expected=12.000000 predicted=15.397542, expected=32.000000 predicted=19.697357, expected=12.000000 predicted=15.526066, expected=40.000000 predicted=20.556141, expected=32.000000 predicted=24.826977, expected=8.000000 predicted=23.030016, expected=28.000000 predicted=23.829426, expected=16.000000 predicted=21.182194, expected=24.000000 predicted=24.933296, expected=16.000000 predicted=20.601901, expected=36.000000 predicted=21.262997, expected=24.000000 predicted=24.845431, expected=12.000000 predicted=21.369320, expected=12.000000 predicted=18.933513, expected=20.000000 predicted=18.391856, expected=20.000000 predicted=20.938106, expected=48.000000 predicted=24.156801, expected=20.000000 predicted=23.755620, expected=32.000000 predicted=25.618957, expected=20.000000 predicted=25.393611, expected=8.000000 predicted=23.200434, expected=12.000000 predicted=21.652388, expected=16.000000 predicted=16.691715, expected=8.000000 predicted=16.075330, expected=8.000000 predicted=11.677789, expected=12.000000 predicted=9.888750, expected=8.000000 predicted=10.434057, expected=16.000000 predicted=11.449587, expected=12.000000 predicted=10.796540, expected=36.000000 predicted=16.094448, expected=16.000000 predicted=17.954576, expected=12.000000 predicted=16.687348, expected=16.000000 predicted=16.390819, expected=24.000000 predicted=18.574666, expected=20.000000 predicted=21.529663, expected=16.000000 predicted=17.594100, expected=12.000000 predicted=15.826809, expected=4.000000 predicted=13.983963, expected=4.000000 predicted=11.943861, expected=24.000000 predicted=12.867879, expected=20.000000 predicted=14.621056, expected=20.000000 predicted=15.429809, expected=8.000000 predicted=12.984850, expected=16.000000 predicted=14.012321, expected=28.000000 predicted=19.114548, expected=24.000000 predicted=20.534808, expected=32.000000 predicted=22.519273, expected=28.000000 predicted=23.009860, expected=24.000000 predicted=25.252736, expected=12.000000 predicted=23.680383, expected=12.000000 predicted=20.182811, expected=24.000000 predicted=20.961430, expected=8.000000 predicted=18.116207, expected=4.000000 predicted=13.491125, expected=12.000000 predicted=10.494626, expected=20.000000 predicted=13.148110, expected=28.000000 predicted=17.558391, expected=12.000000 predicted=15.089185, expected=28.000000 predicted=17.128818, expected=16.000000 predicted=18.892689, expected=20.000000 predicted=20.531544, expected=28.000000 predicted=21.882778, expected=32.000000 predicted=23.255856, expected=20.000000 predicted=24.831928, expected=8.000000 predicted=19.644095, expected=36.000000 predicted=22.502058, expected=52.000000 predicted=30.666898, expected=32.000000 predicted=33.100047, expected=16.000000 predicted=27.348698, expected=20.000000 predicted=24.262866, expected=4.000000 predicted=24.168520, expected=16.000000 predicted=22.173247, expected=32.000000 predicted=20.140286, expected=28.000000 predicted=21.128490, expected=24.000000 predicted=22.013151, expected=8.000000 predicted=17.607812, expected=32.000000 predicted=21.857214, expected=20.000000 predicted=24.043275, expected=24.000000 predicted=23.394510, expected=20.000000 predicted=21.094279, expected=32.000000 predicted=22.353176, expected=4.000000 predicted=21.908057, expected=24.000000 predicted=19.578920, expected=24.000000 predicted=20.708826, expected=8.000000 predicted=18.991560, expected=28.000000 predicted=19.820543, expected=20.000000 predicted=17.691390, expected=28.000000 predicted=22.796854, expected=8.000000 predicted=19.237154, expected=8.000000 predicted=15.059681, expected=20.000000 predicted=17.272975, expected=36.000000 predicted=20.757188, expected=12.000000 predicted=20.489391, expected=16.000000 predicted=16.315172, expected=40.000000 predicted=21.033748, expected=16.000000 predicted=24.135340, expected=28.000000 predicted=25.317472, expected=32.000000 predicted=23.435236, expected=16.000000 predicted=24.633867, expected=28.000000 predicted=26.390661, expected=24.000000 predicted=23.302065, expected=28.000000 predicted=26.258270, expected=20.000000 predicted=24.736941, expected=20.000000 predicted=21.969836, expected=32.000000 predicted=24.940161, expected=28.000000 predicted=25.866195, expected=32.000000 predicted=27.484050, expected=40.000000 predicted=29.095002, expected=24.000000 predicted=29.597368, expected=20.000000 predicted=28.571089, expected=20.000000 predicted=25.534138, expected=36.000000 predicted=28.113759, expected=28.000000 predicted=29.056057, expected=4.000000 predicted=21.958119, expected=16.000000 predicted=18.472330, expected=44.000000 predicted=23.812766, expected=48.000000 predicted=32.253370, expected=24.000000 predicted=29.916679, expected=24.000000 predicted=25.527049, expected=36.000000 predicted=29.958381, expected=32.000000 predicted=34.743944, expected=8.000000 predicted=28.722138, expected=16.000000 predicted=21.343737, expected=8.000000 predicted=18.534881, expected=36.000000 predicted=22.722746, expected=40.000000 predicted=25.394504, expected=24.000000 predicted=23.985273, expected=20.000000 predicted=23.576889, expected=16.000000 predicted=21.850733, expected=48.000000 predicted=30.332766, expected=12.000000 predicted=27.802529, expected=20.000000 predicted=23.158406, expected=12.000000 predicted=19.318046, expected=24.000000 predicted=21.011965, expected=20.000000 predicted=23.135079, expected=24.000000 predicted=19.091663, expected=24.000000 predicted=20.892266, expected=20.000000 predicted=20.570548, expected=12.000000 predicted=20.064650, expected=12.000000 predicted=17.430501, expected=4.000000 predicted=14.737314, expected=36.000000 predicted=17.908128, expected=16.000000 predicted=17.969075, expected=44.000000 predicted=22.291740, expected=16.000000 predicted=21.939926, expected=8.000000 predicted=19.612072, expected=36.000000 predicted=24.394006, expected=20.000000 predicted=23.437029, expected=8.000000 predicted=22.595217, expected=16.000000 predicted=15.788905, expected=16.000000 predicted=16.147319, expected=16.000000 predicted=18.973496, expected=24.000000 predicted=17.040513, expected=32.000000 predicted=19.388306, expected=56.000000 predicted=28.702905, expected=16.000000 predicted=28.356243, expected=16.000000 predicted=25.456174, expected=28.000000 predicted=25.936924, expected=20.000000 predicted=27.365064, expected=40.000000 predicted=30.440803, expected=20.000000 predicted=23.921825, expected=32.000000 predicted=26.025843, expected=36.000000 predicted=29.162958, expected=20.000000 predicted=28.149208, expected=48.000000 predicted=32.814496, expected=24.000000 predicted=30.175545, expected=16.000000 predicted=28.989970, expected=16.000000 predicted=24.545520, expected=24.000000 predicted=23.226746, expected=24.000000 predicted=25.771263, expected=32.000000 predicted=23.527160, expected=24.000000 predicted=23.195054, expected=40.000000 predicted=27.015097, expected=32.000000 predicted=29.849659, expected=16.000000 predicted=27.891771, expected=16.000000 predicted=24.927478, expected=8.000000 predicted=20.515239, expected=32.000000 predicted=23.489079, expected=28.000000 predicted=23.157786, expected=16.000000 predicted=20.420002, expected=4.000000 predicted=16.124665, expected=32.000000 predicted=18.359604, expected=40.000000 predicted=26.436607, expected=4.000000 predicted=22.328355, expected=8.000000 predicted=15.822279, expected=40.000000 predicted=19.398061, expected=24.000000 predicted=25.986750, expected=16.000000 predicted=23.381114, expected=20.000000 predicted=17.483980, expected=48.000000 predicted=25.752024, expected=20.000000 predicted=29.504585, expected=20.000000 predicted=24.859168, expected=28.000000 predicted=23.811798, expected=12.000000 predicted=23.769835, expected=8.000000 predicted=21.878173, expected=16.000000 predicted=15.904947, expected=28.000000 predicted=18.657170, expected=12.000000 predicted=18.316278, expected=36.000000 predicted=19.251912, expected=24.000000 predicted=21.067776, expected=20.000000 predicted=23.025116, expected=40.000000 predicted=26.533057, expected=8.000000 predicted=23.096864, expected=36.000000 predicted=27.089870, expected=32.000000 predicted=26.487396, expected=16.000000 predicted=25.880935, expected=24.000000 predicted=25.381299, expected=32.000000 predicted=23.784417, expected=32.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=29.434758, expected=12.000000 predicted=24.954544, expected=24.000000 predicted=22.142252, expected=24.000000 predicted=23.702767, expected=16.000000 predicted=23.410180, expected=16.000000 predicted=20.290953, expected=36.000000 predicted=21.028995, expected=20.000000 predicted=23.442458, expected=24.000000 predicted=23.156104, expected=16.000000 predicted=20.481669, expected=12.000000 predicted=19.554605, expected=32.000000 predicted=22.901850, expected=16.000000 predicted=20.402721, expected=16.000000 predicted=19.569196, expected=16.000000 predicted=17.051724, expected=16.000000 predicted=17.301099, expected=36.000000 predicted=22.476007, expected=24.000000 predicted=21.805353, expected=56.000000 predicted=28.964936, expected=40.000000 predicted=32.953336, expected=8.000000 predicted=30.095573, expected=40.000000 predicted=31.794109, expected=32.000000 predicted=32.156534, expected=44.000000 predicted=38.186319, expected=36.000000 predicted=34.298680, expected=20.000000 predicted=29.550388, expected=28.000000 predicted=31.822162, expected=28.000000 predicted=30.180097, expected=20.000000 predicted=29.225920, expected=12.000000 predicted=23.247269, expected=36.000000 predicted=23.186455, expected=32.000000 predicted=26.744990, expected=32.000000 predicted=28.136115, expected=32.000000 predicted=27.607581, expected=24.000000 predicted=27.487589, expected=56.000000 predicted=35.519761, expected=40.000000 predicted=37.325613, expected=28.000000 predicted=36.211288, expected=32.000000 predicted=33.943077, expected=12.000000 predicted=30.032859, expected=28.000000 predicted=31.406901, expected=24.000000 predicted=26.731412, expected=24.000000 predicted=25.035344, expected=40.000000 predicted=27.161372, expected=28.000000 predicted=26.699869, expected=16.000000 predicted=26.656250, expected=40.000000 predicted=27.680721, expected=16.000000 predicted=27.006211, expected=24.000000 predicted=27.307750, expected=12.000000 predicted=21.413665, expected=16.000000 predicted=19.631452, expected=24.000000 predicted=21.602208, expected=28.000000 predicted=20.621398, expected=20.000000 predicted=21.477409, expected=40.000000 predicted=23.736804, expected=20.000000 predicted=24.985443, expected=16.000000 predicted=24.348511, expected=4.000000 predicted=19.323415, expected=44.000000 predicted=23.055951, expected=12.000000 predicted=23.711881, expected=24.000000 predicted=20.823930, expected=24.000000 predicted=19.875371, expected=20.000000 predicted=21.120538, expected=40.000000 predicted=27.855330, expected=28.000000 predicted=25.456356, expected=48.000000 predicted=31.828614, expected=20.000000 predicted=30.271746, expected=12.000000 predicted=26.787074, expected=20.000000 predicted=25.560065, expected=24.000000 predicted=24.398210, expected=12.000000 predicted=23.020027, expected=40.000000 predicted=21.628045, expected=16.000000 predicted=21.169143, expected=12.000000 predicted=20.609401, expected=20.000000 predicted=19.134108, expected=36.000000 predicted=22.511451, expected=12.000000 predicted=23.801711, expected=20.000000 predicted=19.154379, expected=12.000000 predicted=17.273238, expected=144.000000 predicted=43.417423, expected=460.000000 predicted=161.481484, expected=16.000000 predicted=124.295959, expected=56.000000 predicted=117.533795, expected=72.000000 predicted=108.129967, expected=128.000000 predicted=152.748920, expected=12.000000 predicted=131.247531, expected=32.000000 predicted=52.214737, expected=4.000000 predicted=45.988918, expected=24.000000 predicted=39.497441, expected=20.000000 predicted=33.998086, expected=8.000000 predicted=15.641822, expected=12.000000 predicted=16.158997, expected=8.000000 predicted=11.909572, expected=40.000000 predicted=19.533256, expected=36.000000 predicted=22.368049, expected=20.000000 predicted=21.633794, expected=20.000000 predicted=23.188400, expected=16.000000 predicted=22.340531, expected=28.000000 predicted=25.718649, expected=32.000000 predicted=25.594266, expected=24.000000 predicted=23.693511, expected=24.000000 predicted=24.330628, expected=24.000000 predicted=24.553918, expected=28.000000 predicted=26.346099, expected=20.000000 predicted=24.789528, expected=44.000000 predicted=28.417989, expected=32.000000 predicted=29.307831, expected=28.000000 predicted=29.518621, expected=28.000000 predicted=30.121102, expected=32.000000 predicted=30.340983, expected=20.000000 predicted=29.485775, expected=32.000000 predicted=28.585609, expected=16.000000 predicted=25.146049, expected=32.000000 predicted=26.528496, expected=28.000000 predicted=26.770401, expected=24.000000 predicted=25.143351, expected=28.000000 predicted=26.856126, expected=20.000000 predicted=24.227792, expected=8.000000 predicted=21.768997, expected=28.000000 predicted=22.394260, expected=28.000000 predicted=22.665302, expected=20.000000 predicted=21.881751, expected=36.000000 predicted=24.675156, expected=64.000000 predicted=33.492393, expected=20.000000 predicted=32.692076, expected=16.000000 predicted=30.122006, expected=44.000000 predicted=33.645095, expected=32.000000 predicted=33.929670, expected=28.000000 predicted=33.435596, expected=16.000000 predicted=25.800602, expected=20.000000 predicted=24.859689, expected=20.000000 predicted=25.257248, expected=20.000000 predicted=21.875426, expected=16.000000 predicted=19.561517, expected=12.000000 predicted=16.764868, expected=40.000000 predicted=22.327127, expected=32.000000 predicted=24.231774, expected=44.000000 predicted=29.207043, expected=4.000000 predicted=24.259138, expected=20.000000 predicted=24.375607, expected=24.000000 predicted=26.147287, expected=28.000000 predicted=24.500114, expected=20.000000 predicted=23.321236, expected=4.000000 predicted=16.016808, expected=12.000000 predicted=16.927781, expected=16.000000 predicted=16.328795, expected=16.000000 predicted=15.402790, expected=32.000000 predicted=17.949930, expected=36.000000 predicted=21.205174, expected=24.000000 predicted=23.494232, expected=28.000000 predicted=26.035309, expected=28.000000 predicted=27.341812, expected=24.000000 predicted=27.879711, expected=24.000000 Test MSE: 722.345
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143])] predicted=231.622709, expected=236.000000 predicted=338.585719, expected=308.000000 predicted=316.847777, expected=440.000000 predicted=327.675219, expected=252.000000 predicted=225.755743, expected=172.000000 predicted=188.618960, expected=188.000000 predicted=231.384687, expected=304.000000 predicted=285.495188, expected=304.000000 predicted=365.098928, expected=308.000000 predicted=286.297380, expected=344.000000 predicted=276.792310, expected=228.000000 predicted=185.706548, expected=220.000000 predicted=266.926498, expected=264.000000 predicted=293.964611, expected=200.000000 predicted=225.889742, expected=192.000000 predicted=274.736933, expected=360.000000 predicted=320.147753, expected=208.000000 predicted=176.077162, expected=360.000000 predicted=338.400274, expected=192.000000 predicted=193.486349, expected=180.000000 predicted=161.994979, expected=184.000000 predicted=301.410879, expected=256.000000 predicted=208.705096, expected=484.000000 predicted=450.357400, expected=420.000000 predicted=288.734235, expected=456.000000 predicted=334.245919, expected=388.000000 predicted=303.488412, expected=340.000000 predicted=276.702468, expected=232.000000 predicted=355.244697, expected=140.000000 predicted=261.957343, expected=260.000000 predicted=370.868324, expected=404.000000 predicted=394.785183, expected=248.000000 predicted=262.662461, expected=172.000000 predicted=220.263668, expected=188.000000 predicted=182.048923, expected=196.000000 predicted=199.903559, expected=156.000000 predicted=270.444023, expected=416.000000 predicted=368.827814, expected=444.000000 predicted=300.103271, expected=276.000000 predicted=206.411015, expected=208.000000 predicted=238.015474, expected=324.000000 predicted=247.222792, expected=232.000000 predicted=282.990431, expected=208.000000 predicted=325.822907, expected=280.000000 predicted=305.641245, expected=476.000000 predicted=343.515443, expected=284.000000 predicted=273.624892, expected=168.000000 predicted=206.731570, expected=212.000000 predicted=243.600128, expected=176.000000 predicted=184.323196, expected=188.000000 predicted=327.418232, expected=284.000000 predicted=305.615361, expected=356.000000 predicted=258.789224, expected=240.000000 predicted=212.203111, expected=244.000000 predicted=228.658427, expected=196.000000 predicted=190.532409, expected=176.000000 predicted=209.480579, expected=288.000000 predicted=341.403759, expected=444.000000 predicted=348.240550, expected=208.000000 predicted=190.275976, expected=244.000000 predicted=252.168679, expected=220.000000 predicted=208.291543, expected=144.000000 predicted=167.713186, expected=204.000000 predicted=350.311921, expected=216.000000 predicted=204.520941, expected=284.000000 predicted=261.758700, expected=436.000000 predicted=354.081135, expected=236.000000 predicted=158.806746, expected=176.000000 predicted=201.539115, expected=340.000000 predicted=315.160866, expected=240.000000 predicted=208.090694, expected=244.000000 predicted=347.164192, expected=376.000000 predicted=343.864643, expected=496.000000 predicted=322.310170, expected=228.000000 predicted=253.721253, expected=160.000000 predicted=223.885389, expected=272.000000 predicted=282.234602, expected=184.000000 predicted=221.113199, expected=220.000000 predicted=370.683003, expected=304.000000 predicted=290.778986, expected=348.000000 predicted=237.586271, expected=268.000000 predicted=267.887882, expected=232.000000 predicted=217.622616, expected=236.000000 predicted=231.272169, expected=132.000000 predicted=191.881873, expected=168.000000 predicted=265.404315, expected=272.000000 predicted=280.783205, expected=348.000000 predicted=279.158412, expected=216.000000 predicted=217.056623, expected=180.000000 predicted=171.100168, expected=224.000000 predicted=206.816828, expected=140.000000 predicted=171.416887, expected=172.000000 predicted=268.881505, expected=324.000000 predicted=292.255101, expected=252.000000 predicted=186.074132, expected=220.000000 predicted=231.231491, expected=120.000000 predicted=137.935144, expected=200.000000 predicted=182.442145, expected=144.000000 predicted=221.045066, expected=212.000000 predicted=230.336062, expected=264.000000 predicted=258.976510, expected=300.000000 predicted=200.075262, expected=280.000000 predicted=247.790323, expected=212.000000 predicted=174.917051, expected=196.000000 predicted=207.335862, expected=204.000000 predicted=230.129473, expected=228.000000 predicted=257.260250, expected=216.000000 predicted=245.802813, expected=172.000000 predicted=188.885385, expected=260.000000 predicted=242.537821, expected=216.000000 predicted=196.807591, expected=212.000000 predicted=216.448391, expected=156.000000 predicted=192.772753, expected=188.000000 predicted=175.683944, expected=320.000000 predicted=303.948330, expected=348.000000 predicted=271.034806, expected=240.000000 predicted=219.676431, expected=184.000000 predicted=185.287176, expected=200.000000 predicted=195.199225, expected=168.000000 predicted=222.368571, expected=264.000000 predicted=315.463052, expected=272.000000 predicted=255.920377, expected=324.000000 predicted=254.836484, expected=224.000000 predicted=212.036091, expected=224.000000 predicted=197.685169, expected=228.000000 predicted=251.920078, expected=196.000000 predicted=213.589278, expected=232.000000 predicted=287.632646, expected=284.000000 predicted=257.928273, expected=368.000000 predicted=298.508130, expected=288.000000 predicted=250.998616, expected=216.000000 predicted=207.434590, expected=212.000000 predicted=233.179593, expected=204.000000 predicted=227.527532, expected=224.000000 predicted=291.850909, expected=332.000000 predicted=323.627056, expected=368.000000 predicted=289.696244, expected=212.000000 predicted=195.633111, expected=180.000000 predicted=209.763599, expected=196.000000 predicted=211.746944, expected=156.000000 predicted=214.909358, expected=208.000000 predicted=298.323037, expected=312.000000 predicted=274.157192, expected=336.000000 predicted=249.396163, expected=276.000000 predicted=237.167045, expected=172.000000 predicted=166.236997, expected=200.000000 predicted=210.007611, expected=188.000000 predicted=236.555279, expected=208.000000 predicted=263.184524, expected=388.000000 predicted=360.043292, expected=356.000000 predicted=248.001865, expected=196.000000 predicted=185.255076, expected=184.000000 predicted=215.329266, expected=212.000000 predicted=199.356923, expected=156.000000 predicted=243.438020, expected=236.000000 predicted=313.873688, expected=292.000000 predicted=249.694022, expected=408.000000 predicted=298.225077, expected=280.000000 predicted=238.731742, expected=236.000000 predicted=201.582739, expected=232.000000 predicted=247.351771, expected=216.000000 predicted=228.745179, expected=208.000000 predicted=307.420867, expected=332.000000 predicted=321.915927, expected=368.000000 predicted=297.600288, expected=228.000000 predicted=212.049172, expected=196.000000 predicted=226.393624, expected=192.000000 predicted=198.411345, expected=160.000000 predicted=221.016573, expected=276.000000 predicted=339.183333, expected=244.000000 predicted=226.515502, expected=312.000000 predicted=259.875084, expected=176.000000 predicted=181.241774, expected=172.000000 predicted=162.430533, expected=216.000000 predicted=260.324514, expected=168.000000 predicted=176.260369, expected=220.000000 predicted=279.928624, expected=328.000000 predicted=266.907724, expected=364.000000 predicted=258.409465, expected=244.000000 predicted=223.939894, expected=232.000000 predicted=216.511026, expected=216.000000 predicted=215.019751, expected=196.000000 predicted=242.156250, expected=196.000000 predicted=284.308335, expected=296.000000 predicted=279.397557, expected=412.000000 predicted=328.442119, expected=252.000000 predicted=210.854929, expected=160.000000 predicted=189.257187, expected=212.000000 predicted=223.808206, expected=172.000000 predicted=198.410363, expected=244.000000 predicted=333.756705, expected=236.000000 predicted=249.693978, expected=204.000000 predicted=171.026015, expected=296.000000 predicted=277.143590, expected=380.000000 predicted=276.252593, expected=312.000000 predicted=262.471970, expected=212.000000 predicted=229.873773, expected=332.000000 predicted=293.413793, expected=260.000000 predicted=249.170387, expected=340.000000 predicted=363.353448, expected=232.000000 predicted=275.327651, expected=160.000000 predicted=168.496313, expected=212.000000 predicted=293.858309, expected=220.000000 predicted=219.265686, expected=204.000000 predicted=264.538871, expected=356.000000 predicted=322.020425, expected=340.000000 predicted=238.876392, expected=304.000000 predicted=253.510101, expected=216.000000 predicted=230.008475, expected=188.000000 predicted=187.693512, expected=180.000000 predicted=262.849724, expected=192.000000 predicted=256.591384, expected=356.000000 predicted=348.017292, expected=448.000000 predicted=334.919603, expected=332.000000 predicted=245.346294, expected=188.000000 predicted=194.466207, expected=240.000000 predicted=232.881639, expected=176.000000 predicted=234.504406, expected=228.000000 predicted=333.339504, expected=324.000000 predicted=348.834368, expected=412.000000 predicted=295.146040, expected=316.000000 predicted=272.896260, expected=232.000000 predicted=209.762691, expected=192.000000 predicted=215.378928, expected=192.000000 predicted=241.956221, expected=240.000000 predicted=323.952054, expected=284.000000 predicted=300.827774, expected=364.000000 predicted=307.356165, expected=336.000000 predicted=263.392396, expected=280.000000 predicted=234.970287, expected=236.000000 predicted=243.466417, expected=196.000000 predicted=228.972448, expected=152.000000 predicted=247.335009, expected=304.000000 predicted=336.080479, expected=372.000000 predicted=322.754697, expected=224.000000 predicted=206.258822, expected=232.000000 predicted=244.686101, expected=260.000000 predicted=208.925296, expected=216.000000 predicted=230.329895, expected=228.000000 predicted=311.227259, expected=400.000000 predicted=334.372246, expected=368.000000 predicted=280.371790, expected=356.000000 predicted=313.556793, expected=252.000000 predicted=243.795734, expected=296.000000 predicted=259.691391, expected=220.000000 predicted=297.354869, expected=220.000000 predicted=284.386275, expected=280.000000 predicted=334.586052, expected=316.000000 predicted=272.894441, expected=156.000000 predicted=208.911657, expected=384.000000 predicted=344.423067, expected=220.000000 predicted=190.430943, expected=384.000000 predicted=335.529635, expected=424.000000 predicted=403.238320, expected=356.000000 predicted=215.815041, expected=320.000000 predicted=380.007384, expected=220.000000 predicted=207.629736, expected=192.000000 predicted=278.032919, expected=168.000000 predicted=290.789304, expected=344.000000 predicted=358.742733, expected=364.000000 predicted=336.628851, expected=216.000000 predicted=200.211868, expected=204.000000 predicted=226.930465, expected=192.000000 predicted=172.217831, expected=188.000000 predicted=245.475569, expected=208.000000 predicted=292.233910, expected=316.000000 predicted=275.728792, expected=376.000000 predicted=291.976256, expected=232.000000 predicted=196.659175, expected=164.000000 predicted=188.172210, expected=272.000000 predicted=256.550583, expected=192.000000 predicted=217.512590, expected=148.000000 predicted=258.703853, expected=392.000000 predicted=357.018414, expected=472.000000 predicted=299.584450, expected=216.000000 predicted=211.561366, expected=244.000000 predicted=268.352149, expected=200.000000 predicted=163.174425, expected=160.000000 predicted=236.895096, expected=152.000000 predicted=327.247114, expected=280.000000 predicted=254.904607, expected=368.000000 predicted=306.367638, expected=308.000000 predicted=245.087273, expected=208.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=193.177333, expected=212.000000 predicted=191.851295, expected=168.000000 predicted=205.113413, expected=216.000000 predicted=288.738855, expected=212.000000 predicted=261.058078, expected=164.000000 predicted=174.755532, expected=172.000000 predicted=202.710180, expected=300.000000 predicted=244.645940, expected=280.000000 predicted=233.158156, expected=216.000000 predicted=212.005246, expected=208.000000 predicted=203.921278, expected=368.000000 predicted=279.586983, expected=440.000000 predicted=362.965742, expected=324.000000 predicted=288.535482, expected=252.000000 predicted=253.634243, expected=220.000000 predicted=214.854706, expected=172.000000 predicted=245.859365, expected=216.000000 predicted=329.647041, expected=296.000000 predicted=314.943241, expected=420.000000 predicted=342.390414, expected=228.000000 predicted=204.036520, expected=216.000000 predicted=211.925386, expected=212.000000 predicted=224.429633, expected=164.000000 predicted=192.975722, expected=272.000000 predicted=366.821538, expected=304.000000 predicted=263.468471, expected=344.000000 predicted=278.224043, expected=224.000000 predicted=218.411735, expected=216.000000 predicted=194.749814, expected=264.000000 predicted=276.002040, expected=136.000000 predicted=184.608397, expected=248.000000 predicted=319.019854, expected=312.000000 predicted=274.439317, expected=388.000000 predicted=290.331632, expected=196.000000 predicted=224.768605, expected=204.000000 predicted=184.501966, expected=188.000000 predicted=220.413277, expected=244.000000 predicted=256.288234, expected=212.000000 predicted=301.820039, expected=388.000000 predicted=311.581573, expected=336.000000 predicted=263.235703, expected=192.000000 predicted=170.940372, expected=240.000000 predicted=278.145130, expected=216.000000 predicted=192.535430, expected=244.000000 predicted=303.680612, expected=240.000000 predicted=297.658612, expected=324.000000 predicted=262.651546, expected=320.000000 predicted=279.918677, expected=268.000000 predicted=235.291320, expected=204.000000 predicted=229.965812, expected=300.000000 predicted=279.150469, expected=208.000000 predicted=243.020577, expected=256.000000 predicted=292.208944, expected=264.000000 predicted=278.563695, expected=336.000000 predicted=261.812538, expected=348.000000 predicted=332.000182, expected=204.000000 predicted=188.656035, expected=228.000000 predicted=260.556071, expected=148.000000 predicted=192.286973, expected=224.000000 predicted=272.614823, expected=372.000000 predicted=380.793346, expected=516.000000 predicted=358.978731, expected=256.000000 predicted=220.076514, expected=172.000000 predicted=180.151300, expected=208.000000 predicted=234.112337, expected=132.000000 predicted=200.309963, expected=212.000000 predicted=376.920028, expected=312.000000 predicted=298.363340, expected=320.000000 predicted=231.292135, expected=228.000000 predicted=221.407293, expected=168.000000 predicted=156.908742, expected=204.000000 predicted=210.509678, expected=156.000000 predicted=213.256328, expected=152.000000 predicted=233.532688, expected=292.000000 predicted=282.317070, expected=400.000000 predicted=281.625808, expected=272.000000 predicted=220.770682, expected=172.000000 predicted=177.905824, expected=212.000000 predicted=197.987275, expected=184.000000 predicted=209.902263, expected=212.000000 predicted=302.823810, expected=264.000000 predicted=281.267695, expected=432.000000 predicted=313.684487, expected=224.000000 predicted=190.988019, expected=160.000000 predicted=181.807767, expected=200.000000 predicted=231.059407, expected=140.000000 predicted=157.436697, expected=164.000000 predicted=304.280612, expected=268.000000 predicted=263.513974, expected=364.000000 predicted=258.373666, expected=216.000000 predicted=192.682946, expected=212.000000 predicted=196.059378, expected=204.000000 predicted=189.252459, expected=184.000000 predicted=199.986565, expected=248.000000 predicted=319.665049, expected=368.000000 predicted=301.217226, expected=228.000000 predicted=196.035229, expected=276.000000 predicted=262.561520, expected=188.000000 predicted=184.618545, expected=260.000000 predicted=242.919589, expected=192.000000 predicted=280.161108, expected=208.000000 predicted=209.736918, expected=384.000000 predicted=361.110859, expected=332.000000 predicted=233.489252, expected=200.000000 predicted=224.270720, expected=188.000000 predicted=216.365370, expected=208.000000 predicted=194.826766, expected=216.000000 predicted=284.479981, expected=240.000000 predicted=292.052375, expected=344.000000 predicted=285.400371, expected=384.000000 predicted=285.680580, expected=216.000000 predicted=194.459096, expected=132.000000 predicted=185.271523, expected=244.000000 predicted=257.670507, expected=148.000000 predicted=204.520667, expected=244.000000 predicted=326.869839, expected=288.000000 predicted=268.805293, expected=244.000000 predicted=164.265475, expected=208.000000 predicted=240.652550, expected=184.000000 predicted=165.757976, expected=264.000000 predicted=255.885137, expected=168.000000 predicted=209.694926, expected=268.000000 predicted=270.721972, expected=328.000000 predicted=279.601566, expected=372.000000 predicted=265.040469, expected=272.000000 predicted=271.983733, expected=248.000000 predicted=213.986315, expected=172.000000 predicted=214.339519, expected=160.000000 predicted=230.821944, expected=228.000000 predicted=308.067498, expected=316.000000 predicted=291.308619, expected=260.000000 predicted=245.407142, expected=184.000000 predicted=181.973603, expected=196.000000 predicted=190.567622, expected=168.000000 predicted=181.974850, expected=268.000000 predicted=296.864523, expected=188.000000 predicted=214.067908, expected=388.000000 predicted=308.407112, expected=168.000000 predicted=161.903279, expected=212.000000 predicted=191.251956, expected=224.000000 predicted=272.488992, expected=228.000000 predicted=170.908555, expected=188.000000 predicted=298.147680, expected=172.000000 predicted=169.465145, expected=212.000000 predicted=216.243840, expected=320.000000 predicted=275.935338, expected=276.000000 predicted=241.637863, expected=124.000000 predicted=147.880110, expected=176.000000 predicted=198.430234, expected=180.000000 Test MSE: 4896.953
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447])] predicted=60.879388, expected=60.000000 predicted=68.073732, expected=64.000000 predicted=52.886646, expected=104.000000 predicted=71.585259, expected=48.000000 predicted=70.148491, expected=48.000000 predicted=60.488689, expected=32.000000 predicted=53.519519, expected=28.000000 predicted=52.510217, expected=44.000000 predicted=57.011812, expected=76.000000 predicted=51.781387, expected=48.000000 predicted=47.215663, expected=100.000000 predicted=58.214871, expected=68.000000 predicted=56.746123, expected=100.000000 predicted=73.771960, expected=44.000000 predicted=67.737258, expected=88.000000 predicted=72.588656, expected=64.000000 predicted=78.361033, expected=60.000000 predicted=69.713063, expected=44.000000 predicted=66.722881, expected=68.000000 predicted=59.777895, expected=52.000000 predicted=65.128248, expected=40.000000 predicted=53.822751, expected=56.000000 predicted=53.761200, expected=104.000000 predicted=65.706498, expected=72.000000 predicted=68.333535, expected=12.000000 predicted=47.778638, expected=32.000000 predicted=45.292724, expected=52.000000 predicted=54.901020, expected=36.000000 predicted=57.847772, expected=76.000000 predicted=54.821412, expected=76.000000 predicted=46.918191, expected=44.000000 predicted=48.681982, expected=16.000000 predicted=43.378880, expected=36.000000 predicted=42.888950, expected=52.000000 predicted=54.921886, expected=32.000000 predicted=46.665540, expected=48.000000 predicted=40.050989, expected=56.000000 predicted=38.778199, expected=104.000000 predicted=60.882598, expected=52.000000 predicted=56.203124, expected=24.000000 predicted=44.074187, expected=64.000000 predicted=56.229631, expected=40.000000 predicted=54.730766, expected=48.000000 predicted=61.688202, expected=48.000000 predicted=46.508851, expected=60.000000 predicted=46.374597, expected=52.000000 predicted=53.742841, expected=84.000000 predicted=57.923290, expected=52.000000 predicted=55.236168, expected=56.000000 predicted=56.541450, expected=16.000000 predicted=47.363820, expected=96.000000 predicted=63.989372, expected=80.000000 predicted=70.508561, expected=60.000000 predicted=59.396006, expected=68.000000 predicted=61.276910, expected=64.000000 predicted=57.071358, expected=44.000000 predicted=68.885783, expected=48.000000 predicted=61.036861, expected=92.000000 predicted=67.136868, expected=72.000000 predicted=67.117641, expected=52.000000 predicted=60.580119, expected=48.000000 predicted=54.373607, expected=52.000000 predicted=57.386920, expected=48.000000 predicted=63.465670, expected=32.000000 predicted=50.622734, expected=52.000000 predicted=48.522940, expected=72.000000 predicted=53.992593, expected=40.000000 predicted=48.514580, expected=56.000000 predicted=50.272317, expected=44.000000 predicted=45.620626, expected=32.000000 predicted=47.007994, expected=96.000000 predicted=65.088504, expected=56.000000 predicted=52.882566, expected=56.000000 predicted=56.545173, expected=84.000000 predicted=61.421343, expected=36.000000 predicted=52.706636, expected=32.000000 predicted=60.663225, expected=20.000000 predicted=43.158233, expected=24.000000 predicted=41.348779, expected=44.000000 predicted=47.019603, expected=72.000000 predicted=43.796005, expected=56.000000 predicted=42.816593, expected=24.000000 predicted=33.933971, expected=52.000000 predicted=42.341985, expected=20.000000 predicted=40.534989, expected=44.000000 predicted=48.932426, expected=28.000000 predicted=38.091060, expected=36.000000 predicted=33.161504, expected=32.000000 predicted=36.791653, expected=88.000000 predicted=46.028730, expected=76.000000 predicted=54.588537, expected=60.000000 predicted=51.061310, expected=24.000000 predicted=44.139856, expected=72.000000 predicted=56.407675, expected=44.000000 predicted=62.497139, expected=48.000000 predicted=56.646098, expected=28.000000 predicted=44.431130, expected=36.000000 predicted=38.187928, expected=32.000000 predicted=45.522151, expected=28.000000 predicted=35.875228, expected=64.000000 predicted=44.571595, expected=44.000000 predicted=38.396300, expected=28.000000 predicted=36.423932, expected=36.000000 predicted=36.429731, expected=24.000000 predicted=33.718782, expected=44.000000 predicted=44.210146, expected=24.000000 predicted=33.310624, expected=12.000000 predicted=25.155899, expected=36.000000 predicted=30.785064, expected=36.000000 predicted=29.960154, expected=36.000000 predicted=34.164910, expected=44.000000 predicted=32.047321, expected=32.000000 predicted=29.509065, expected=40.000000 predicted=37.396700, expected=72.000000 predicted=46.979411, expected=40.000000 predicted=42.678045, expected=32.000000 predicted=41.226414, expected=40.000000 predicted=39.888619, expected=40.000000 predicted=43.010031, expected=32.000000 predicted=45.214126, expected=52.000000 predicted=41.317031, expected=40.000000 predicted=38.449034, expected=32.000000 predicted=38.198819, expected=12.000000 predicted=31.096853, expected=16.000000 predicted=28.024174, expected=28.000000 predicted=32.729103, expected=56.000000 predicted=36.660047, expected=32.000000 predicted=30.437545, expected=56.000000 predicted=33.731457, expected=48.000000 predicted=37.124785, expected=64.000000 predicted=47.604327, expected=48.000000 predicted=50.905953, expected=40.000000 predicted=44.204946, expected=56.000000 predicted=52.830843, expected=32.000000 predicted=45.480664, expected=72.000000 predicted=56.965404, expected=12.000000 predicted=38.995443, expected=24.000000 predicted=36.413276, expected=32.000000 predicted=38.728030, expected=40.000000 predicted=36.335451, expected=72.000000 predicted=51.270533, expected=32.000000 predicted=31.849724, expected=56.000000 predicted=41.714158, expected=56.000000 predicted=46.701807, expected=60.000000 predicted=52.816898, expected=60.000000 predicted=58.570182, expected=40.000000 predicted=46.352135, expected=44.000000 predicted=51.249174, expected=60.000000 predicted=54.669393, expected=88.000000 predicted=64.291822, expected=8.000000 predicted=44.936680, expected=44.000000 predicted=44.553739, expected=60.000000 predicted=50.839652, expected=12.000000 predicted=43.450914, expected=48.000000 predicted=49.136547, expected=88.000000 predicted=45.171356, expected=44.000000 predicted=49.013789, expected=48.000000 predicted=50.710226, expected=28.000000 predicted=36.417417, expected=56.000000 predicted=52.363981, expected=52.000000 predicted=57.469156, expected=48.000000 predicted=46.429711, expected=68.000000 predicted=52.160703, expected=60.000000 predicted=50.178690, expected=36.000000 predicted=51.028772, expected=20.000000 predicted=42.908655, expected=52.000000 predicted=47.841153, expected=44.000000 predicted=49.555636, expected=96.000000 predicted=60.129795, expected=52.000000 predicted=48.432714, expected=32.000000 predicted=42.378727, expected=60.000000 predicted=54.788792, expected=44.000000 predicted=52.189099, expected=44.000000 predicted=59.058883, expected=24.000000 predicted=40.344115, expected=36.000000 predicted=38.210583, expected=48.000000 predicted=45.751074, expected=80.000000 predicted=51.643290, expected=68.000000 predicted=52.278251, expected=64.000000 predicted=50.957953, expected=48.000000 predicted=52.259477, expected=32.000000 predicted=51.362462, expected=36.000000 predicted=54.817209, expected=28.000000 predicted=46.088774, expected=96.000000 predicted=60.138197, expected=48.000000 predicted=48.651231, expected=28.000000 predicted=40.189437, expected=12.000000 predicted=34.143318, expected=44.000000 predicted=41.338989, expected=36.000000 predicted=50.502848, expected=56.000000 predicted=42.080712, expected=36.000000 predicted=33.982225, expected=28.000000 predicted=30.725885, expected=48.000000 predicted=42.245335, expected=68.000000 predicted=48.161769, expected=16.000000 predicted=40.033425, expected=44.000000 predicted=39.298016, expected=44.000000 predicted=39.588935, expected=64.000000 predicted=50.871798, expected=28.000000 predicted=44.523559, expected=32.000000 predicted=33.603116, expected=48.000000 predicted=43.825655, expected=16.000000 predicted=36.332747, expected=60.000000 predicted=47.028978, expected=64.000000 predicted=43.052740, expected=56.000000 predicted=46.204239, expected=32.000000 predicted=43.255724, expected=32.000000 predicted=37.381444, expected=44.000000 predicted=49.084826, expected=28.000000 predicted=43.639839, expected=52.000000 predicted=44.408157, expected=88.000000 predicted=50.745587, expected=88.000000 predicted=58.035616, expected=48.000000 predicted=54.029622, expected=24.000000 predicted=44.883621, expected=56.000000 predicted=57.695752, expected=20.000000 predicted=53.940439, expected=36.000000 predicted=49.825206, expected=28.000000 predicted=35.394940, expected=64.000000 predicted=40.689312, expected=60.000000 predicted=48.383838, expected=44.000000 predicted=39.336232, expected=48.000000 predicted=44.742469, expected=48.000000 predicted=45.715117, expected=48.000000 predicted=53.148217, expected=68.000000 predicted=56.161081, expected=32.000000 predicted=44.897236, expected=28.000000 predicted=42.462515, expected=32.000000 predicted=41.183487, expected=76.000000 predicted=52.700571, expected=20.000000 predicted=42.750698, expected=64.000000 predicted=43.594674, expected=76.000000 predicted=50.473523, expected=52.000000 predicted=50.917563, expected=40.000000 predicted=54.592575, expected=44.000000 predicted=44.068073, expected=60.000000 predicted=58.006873, expected=28.000000 predicted=50.110696, expected=44.000000 predicted=45.247464, expected=64.000000 predicted=48.456398, expected=80.000000 predicted=56.919431, expected=76.000000 predicted=61.732536, expected=60.000000 predicted=54.493854, expected=80.000000 predicted=66.072514, expected=60.000000 predicted=67.682871, expected=52.000000 predicted=66.972587, expected=48.000000 predicted=61.690801, expected=56.000000 predicted=58.954921, expected=40.000000 predicted=56.594528, expected=52.000000 predicted=52.486257, expected=28.000000 predicted=43.685013, expected=52.000000 predicted=47.158701, expected=76.000000 predicted=55.648076, expected=40.000000 predicted=45.990136, expected=72.000000 predicted=55.824459, expected=64.000000 predicted=53.045112, expected=44.000000 predicted=55.224014, expected=36.000000 predicted=54.355468, expected=56.000000 predicted=50.928011, expected=52.000000 predicted=56.314538, expected=40.000000 predicted=49.311619, expected=60.000000 predicted=49.175051, expected=52.000000 predicted=48.081109, expected=48.000000 predicted=51.471372, expected=72.000000 predicted=56.510116, expected=56.000000 predicted=53.125068, expected=56.000000 predicted=57.472968, expected=52.000000 predicted=54.505091, expected=20.000000 predicted=45.183383, expected=32.000000 predicted=48.155144, expected=40.000000 predicted=43.859010, expected=36.000000 predicted=41.296589, expected=76.000000 predicted=49.437684, expected=68.000000 predicted=46.004108, expected=44.000000 predicted=46.263730, expected=40.000000 predicted=46.734375, expected=32.000000 predicted=44.341450, expected=52.000000 predicted=55.350553, expected=60.000000 predicted=53.835935, expected=16.000000 predicted=37.092618, expected=52.000000 predicted=42.842632, expected=48.000000 predicted=42.459366, expected=56.000000 predicted=49.975007, expected=56.000000 predicted=50.609808, expected=24.000000 predicted=35.522964, expected=84.000000 predicted=57.854761, expected=48.000000 predicted=51.598930, expected=32.000000 predicted=48.232551, expected=48.000000 predicted=48.395816, expected=72.000000 predicted=51.564548, expected=44.000000 predicted=57.098450, expected=56.000000 predicted=50.488467, expected=40.000000 predicted=44.704397, expected=32.000000 predicted=46.010251, expected=48.000000 predicted=51.275985, expected=32.000000 predicted=40.764226, expected=24.000000 predicted=38.467407, expected=48.000000 predicted=39.035412, expected=48.000000 predicted=39.535584, expected=56.000000 predicted=45.742589, expected=24.000000 predicted=35.100574, expected=40.000000 predicted=37.685473, expected=36.000000 predicted=41.558214, expected=16.000000 predicted=35.021725, expected=12.000000 predicted=30.386969, expected=12.000000 predicted=21.268048, expected=28.000000 predicted=26.748730, expected=48.000000 predicted=30.531100, expected=44.000000 predicted=28.341273, expected=32.000000 predicted=27.376162, expected=80.000000 predicted=43.291837, expected=48.000000 predicted=44.802852, expected=72.000000 predicted=56.466716, expected=72.000000 predicted=58.122424, expected=92.000000 predicted=66.644799, expected=112.000000 predicted=85.105623, expected=64.000000 predicted=71.504159, expected=48.000000 predicted=70.759762, expected=52.000000 predicted=68.761519, expected=48.000000 predicted=68.748580, expected=56.000000 predicted=68.101920, expected=40.000000 predicted=50.817529, expected=48.000000 predicted=48.364271, expected=72.000000 predicted=55.778086, expected=48.000000 predicted=51.267735, expected=60.000000 predicted=55.178996, expected=12.000000 predicted=39.493438, expected=80.000000 predicted=56.921008, expected=56.000000 predicted=57.173625, expected=56.000000 predicted=52.917259, expected=8.000000 predicted=40.029512, expected=56.000000 predicted=42.208500, expected=36.000000 predicted=50.496578, expected=20.000000 predicted=37.831330, expected=40.000000 predicted=38.291133, expected=44.000000 predicted=32.785656, expected=64.000000 predicted=48.471053, expected=80.000000 predicted=51.704763, expected=24.000000 predicted=39.067609, expected=28.000000 predicted=42.014539, expected=20.000000 predicted=38.952882, expected=44.000000 predicted=46.171183, expected=68.000000 predicted=52.431599, expected=56.000000 predicted=41.244525, expected=96.000000 predicted=56.535641, expected=48.000000 predicted=50.209945, expected=36.000000 predicted=52.316397, expected=40.000000 predicted=54.682188, expected=52.000000 predicted=54.797318, expected=28.000000 predicted=51.904899, expected=76.000000 predicted=51.511055, expected=32.000000 predicted=41.403823, expected=68.000000 predicted=51.146130, expected=48.000000 predicted=50.236580, expected=44.000000 predicted=46.142428, expected=36.000000 predicted=50.691238, expected=72.000000 predicted=51.401719, expected=88.000000 predicted=65.816150, expected=36.000000 predicted=50.801486, expected=40.000000 predicted=48.492997, expected=84.000000 predicted=60.266263, expected=60.000000 predicted=64.734003, expected=48.000000 predicted=60.804462, expected=64.000000 predicted=53.908911, expected=56.000000 predicted=56.216705, expected=24.000000 predicted=54.037484, expected=32.000000 predicted=45.682139, expected=48.000000 predicted=45.923135, expected=48.000000 predicted=48.326965, expected=48.000000 predicted=45.193134, expected=56.000000 predicted=42.581107, expected=64.000000 predicted=49.825708, expected=48.000000 predicted=50.964668, expected=40.000000 predicted=48.335018, expected=36.000000 predicted=46.123202, expected=44.000000 predicted=48.159886, expected=48.000000 predicted=49.000485, expected=28.000000 predicted=39.422487, expected=44.000000 predicted=40.382706, expected=24.000000 predicted=34.842016, expected=28.000000 predicted=35.448139, expected=36.000000 predicted=36.221337, expected=32.000000 predicted=31.628038, expected=64.000000 predicted=43.070395, expected=60.000000 predicted=42.281597, expected=24.000000 predicted=36.464598, expected=24.000000 predicted=36.123857, expected=60.000000 predicted=45.006401, expected=44.000000 predicted=48.247002, expected=16.000000 predicted=36.864768, expected=48.000000 predicted=36.093386, expected=56.000000 predicted=41.811902, expected=76.000000 predicted=55.934639, expected=80.000000 predicted=56.973890, expected=20.000000 predicted=40.408849, expected=40.000000 predicted=49.848795, expected=16.000000 predicted=43.219839, expected=44.000000 predicted=49.365383, expected=44.000000 predicted=45.849763, expected=28.000000 predicted=30.131255, expected=64.000000 predicted=43.216004, expected=88.000000 predicted=50.980516, expected=52.000000 predicted=52.542096, expected=24.000000 predicted=44.353510, expected=44.000000 predicted=45.840706, expected=60.000000 predicted=57.355680, expected=28.000000 predicted=50.334074, expected=52.000000 predicted=45.577345, expected=36.000000 predicted=37.810369, expected=56.000000 predicted=47.575315, expected=24.000000 predicted=41.366175, expected=40.000000 predicted=37.972966, expected=52.000000 predicted=45.655667, expected=36.000000 predicted=39.545598, expected=36.000000 predicted=41.419929, expected=16.000000 predicted=29.559263, expected=60.000000 predicted=43.277425, expected=28.000000 predicted=38.043509, expected=44.000000 predicted=37.757033, expected=44.000000 predicted=38.554485, expected=20.000000 predicted=30.711068, expected=48.000000 predicted=43.695451, expected=28.000000 predicted=33.333243, expected=36.000000 predicted=37.373474, expected=44.000000 predicted=38.437905, expected=72.000000 predicted=44.315050, expected=16.000000 predicted=37.531415, expected=56.000000 predicted=42.293706, expected=68.000000 predicted=50.359233, expected=28.000000 predicted=44.247821, expected=68.000000 predicted=55.927299, expected=28.000000 Test MSE: 435.662
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892])] predicted=58.387966, expected=68.000000 predicted=66.718967, expected=84.000000 predicted=68.346453, expected=84.000000 predicted=69.890342, expected=52.000000 predicted=74.649393, expected=76.000000 predicted=71.425251, expected=52.000000 predicted=61.614534, expected=44.000000 predicted=61.696380, expected=60.000000 predicted=64.592120, expected=60.000000 predicted=55.331419, expected=32.000000 predicted=52.400264, expected=60.000000 predicted=54.314214, expected=44.000000 predicted=45.229142, expected=36.000000 predicted=47.130234, expected=24.000000 predicted=40.378480, expected=24.000000 predicted=29.458551, expected=28.000000 predicted=36.539629, expected=28.000000 predicted=31.695838, expected=36.000000 predicted=33.014314, expected=72.000000 predicted=45.114886, expected=24.000000 predicted=31.362403, expected=12.000000 predicted=27.746164, expected=20.000000 predicted=24.944852, expected=24.000000 predicted=25.844373, expected=32.000000 predicted=39.381052, expected=36.000000 predicted=29.112248, expected=28.000000 predicted=24.470789, expected=28.000000 predicted=26.903201, expected=12.000000 predicted=20.913602, expected=32.000000 predicted=28.919247, expected=28.000000 predicted=28.361708, expected=32.000000 predicted=29.119650, expected=32.000000 predicted=29.883164, expected=84.000000 predicted=46.634405, expected=44.000000 predicted=42.534231, expected=36.000000 predicted=40.946472, expected=48.000000 predicted=43.369948, expected=8.000000 predicted=26.207530, expected=20.000000 predicted=41.867498, expected=36.000000 predicted=33.031311, expected=68.000000 predicted=45.069557, expected=40.000000 predicted=43.280957, expected=8.000000 predicted=21.439062, expected=12.000000 predicted=21.112629, expected=32.000000 predicted=28.666812, expected=8.000000 predicted=28.514352, expected=28.000000 predicted=28.420260, expected=28.000000 predicted=19.405951, expected=32.000000 predicted=23.833556, expected=12.000000 predicted=22.806631, expected=24.000000 predicted=19.410030, expected=28.000000 predicted=25.462886, expected=28.000000 predicted=26.436159, expected=36.000000 predicted=31.724654, expected=24.000000 predicted=22.578612, expected=12.000000 predicted=21.057616, expected=8.000000 predicted=18.088286, expected=24.000000 predicted=21.785070, expected=16.000000 predicted=21.170588, expected=4.000000 predicted=13.903705, expected=12.000000 predicted=12.167518, expected=28.000000 predicted=16.373462, expected=24.000000 predicted=21.314789, expected=28.000000 predicted=22.742343, expected=52.000000 predicted=29.908860, expected=40.000000 predicted=30.541015, expected=40.000000 predicted=37.295202, expected=32.000000 predicted=32.767564, expected=28.000000 predicted=31.029618, expected=52.000000 predicted=45.679768, expected=28.000000 predicted=34.303530, expected=20.000000 predicted=31.484110, expected=16.000000 predicted=24.765535, expected=28.000000 predicted=25.825276, expected=32.000000 predicted=34.057060, expected=16.000000 predicted=22.669957, expected=44.000000 predicted=31.107410, expected=20.000000 predicted=21.668705, expected=16.000000 predicted=23.817446, expected=20.000000 predicted=24.144902, expected=8.000000 predicted=13.793511, expected=40.000000 predicted=32.938378, expected=36.000000 predicted=26.678106, expected=16.000000 predicted=21.025113, expected=16.000000 predicted=21.015830, expected=12.000000 predicted=13.654253, expected=8.000000 predicted=19.290479, expected=8.000000 predicted=16.777501, expected=28.000000 predicted=18.404280, expected=32.000000 predicted=21.890270, expected=12.000000 predicted=15.946197, expected=8.000000 predicted=12.777633, expected=12.000000 predicted=11.753270, expected=4.000000 predicted=12.920027, expected=20.000000 predicted=19.514191, expected=20.000000 predicted=14.699570, expected=48.000000 predicted=26.626519, expected=60.000000 predicted=36.489957, expected=4.000000 predicted=17.202693, expected=12.000000 predicted=22.141325, expected=8.000000 predicted=14.786830, expected=16.000000 predicted=23.651301, expected=24.000000 predicted=29.790073, expected=12.000000 predicted=11.241254, expected=32.000000 predicted=21.648256, expected=20.000000 predicted=16.858663, expected=4.000000 predicted=13.674412, expected=24.000000 predicted=21.319518, expected=20.000000 predicted=16.114671, expected=16.000000 predicted=21.274827, expected=32.000000 predicted=24.074904, expected=4.000000 predicted=9.878566, expected=8.000000 predicted=15.925229, expected=12.000000 predicted=13.671817, expected=8.000000 predicted=10.850950, expected=12.000000 predicted=16.539165, expected=16.000000 predicted=10.558093, expected=36.000000 predicted=20.545376, expected=16.000000 predicted=16.507008, expected=16.000000 predicted=16.347824, expected=20.000000 predicted=17.414945, expected=16.000000 predicted=16.777079, expected=8.000000 predicted=18.759812, expected=20.000000 predicted=16.797927, expected=4.000000 predicted=10.468853, expected=44.000000 predicted=26.914840, expected=20.000000 predicted=18.883564, expected=56.000000 predicted=33.225048, expected=32.000000 predicted=29.702045, expected=20.000000 predicted=22.307852, expected=32.000000 predicted=34.863582, expected=36.000000 predicted=29.099604, expected=44.000000 predicted=43.092972, expected=8.000000 predicted=24.000536, expected=16.000000 predicted=21.454941, expected=36.000000 predicted=29.141625, expected=16.000000 predicted=23.877494, expected=20.000000 predicted=27.667724, expected=48.000000 predicted=27.869727, expected=24.000000 predicted=23.670705, expected=8.000000 predicted=23.831534, expected=32.000000 predicted=24.297115, expected=12.000000 predicted=17.244713, expected=24.000000 predicted=29.430590, expected=4.000000 predicted=14.332819, expected=76.000000 predicted=36.989480, expected=16.000000 predicted=26.093967, expected=32.000000 predicted=28.648796, expected=16.000000 predicted=23.496140, expected=28.000000 predicted=20.531611, expected=28.000000 predicted=39.561063, expected=28.000000 predicted=23.932398, expected=68.000000 predicted=44.202785, expected=20.000000 predicted=26.364105, expected=12.000000 predicted=26.271640, expected=40.000000 predicted=31.941209, expected=16.000000 predicted=23.042309, expected=36.000000 predicted=41.005076, expected=48.000000 predicted=32.915311, expected=56.000000 predicted=37.410714, expected=44.000000 predicted=43.640001, expected=16.000000 predicted=27.151412, expected=32.000000 predicted=34.625850, expected=4.000000 predicted=24.643833, expected=28.000000 predicted=32.962852, expected=16.000000 predicted=24.257467, expected=72.000000 predicted=38.622235, expected=36.000000 predicted=35.362762, expected=12.000000 predicted=21.331202, expected=40.000000 predicted=33.922223, expected=4.000000 predicted=16.474982, expected=28.000000 predicted=37.960276, expected=28.000000 predicted=26.961520, expected=24.000000 predicted=21.059845, expected=16.000000 predicted=25.340631, expected=8.000000 predicted=11.708713, expected=20.000000 predicted=20.481793, expected=24.000000 predicted=21.833274, expected=32.000000 predicted=25.230093, expected=36.000000 predicted=26.542098, expected=84.000000 predicted=45.043233, expected=28.000000 predicted=34.009022, expected=28.000000 predicted=35.030333, expected=20.000000 predicted=29.342467, expected=12.000000 predicted=24.734251, expected=16.000000 predicted=35.505611, expected=24.000000 predicted=22.236514, expected=20.000000 predicted=21.584229, expected=20.000000 predicted=19.952991, expected=48.000000 predicted=28.529957, expected=12.000000 predicted=19.433707, expected=4.000000 predicted=17.648275, expected=12.000000 predicted=15.202756, expected=36.000000 predicted=23.227825, expected=20.000000 predicted=27.307084, expected=20.000000 predicted=18.936026, expected=16.000000 predicted=14.652290, expected=20.000000 predicted=17.681759, expected=4.000000 predicted=17.567604, expected=20.000000 predicted=17.632010, expected=12.000000 predicted=14.532573, expected=28.000000 predicted=19.914591, expected=36.000000 predicted=25.459039, expected=8.000000 predicted=13.579074, expected=20.000000 predicted=20.740866, expected=16.000000 predicted=15.688437, expected=28.000000 predicted=24.415030, expected=24.000000 predicted=25.852269, expected=20.000000 predicted=17.979940, expected=28.000000 predicted=23.801160, expected=24.000000 predicted=21.810570, expected=12.000000 predicted=20.708642, expected=28.000000 predicted=24.000467, expected=12.000000 predicted=17.233113, expected=12.000000 predicted=18.745719, expected=8.000000 predicted=14.487301, expected=4.000000 predicted=8.794523, expected=12.000000 predicted=14.630796, expected=16.000000 predicted=12.072441, expected=8.000000 predicted=10.259623, expected=8.000000 predicted=9.026573, expected=12.000000 predicted=8.861987, expected=24.000000 predicted=15.795866, expected=40.000000 predicted=24.817824, expected=12.000000 predicted=15.809078, expected=24.000000 predicted=19.827686, expected=16.000000 predicted=16.868539, expected=16.000000 predicted=19.661796, expected=48.000000 predicted=34.860261, expected=76.000000 predicted=42.081548, expected=40.000000 predicted=39.069033, expected=24.000000 predicted=31.756184, expected=16.000000 predicted=24.437068, expected=4.000000 predicted=24.336118, expected=16.000000 predicted=32.055287, expected=12.000000 predicted=19.510769, expected=8.000000 predicted=13.802912, expected=12.000000 predicted=12.403042, expected=12.000000 predicted=9.277047, expected=28.000000 predicted=18.922101, expected=8.000000 predicted=12.188441, expected=24.000000 predicted=17.042986, expected=16.000000 predicted=15.244012, expected=4.000000 predicted=11.179203, expected=12.000000 predicted=16.238359, expected=24.000000 predicted=14.935722, expected=12.000000 predicted=16.322764, expected=20.000000 predicted=17.388633, expected=24.000000 predicted=15.965714, expected=12.000000 predicted=14.819756, expected=24.000000 predicted=21.790018, expected=4.000000 predicted=11.182402, expected=8.000000 predicted=13.477365, expected=16.000000 predicted=15.717063, expected=40.000000 predicted=22.592388, expected=48.000000 predicted=32.643373, expected=36.000000 predicted=27.304903, expected=8.000000 predicted=18.568849, expected=20.000000 predicted=21.565072, expected=4.000000 predicted=19.315748, expected=20.000000 predicted=25.427024, expected=36.000000 predicted=27.971511, expected=60.000000 predicted=33.307476, expected=32.000000 predicted=31.120372, expected=8.000000 predicted=18.291492, expected=32.000000 predicted=27.276427, expected=12.000000 predicted=23.026101, expected=8.000000 predicted=26.597960, expected=44.000000 predicted=30.220810, expected=20.000000 predicted=17.915687, expected=24.000000 predicted=27.084281, expected=20.000000 predicted=18.978417, expected=12.000000 predicted=14.784137, expected=4.000000 predicted=19.534848, expected=4.000000 predicted=10.753075, expected=36.000000 predicted=22.708778, expected=28.000000 predicted=21.795534, expected=32.000000 predicted=24.112696, expected=12.000000 predicted=15.152918, expected=4.000000 predicted=10.751679, expected=12.000000 predicted=19.051705, expected=16.000000 predicted=17.478031, expected=8.000000 predicted=15.940810, expected=16.000000 predicted=13.178899, expected=8.000000 predicted=8.264537, expected=44.000000 predicted=24.240254, expected=4.000000 predicted=13.436657, expected=24.000000 predicted=18.463927, expected=4.000000 predicted=11.903904, expected=20.000000 predicted=14.980323, expected=12.000000 predicted=21.098930, expected=8.000000 predicted=9.127636, expected=16.000000 predicted=16.348375, expected=12.000000 predicted=9.925416, expected=20.000000 predicted=17.456126, expected=20.000000 predicted=16.037883, expected=4.000000 predicted=9.871242, expected=20.000000 predicted=16.465565, expected=8.000000 predicted=11.007173, expected=12.000000 predicted=14.450832, expected=36.000000 predicted=22.904260, expected=12.000000 predicted=12.816332, expected=48.000000 predicted=30.810462, expected=12.000000 predicted=16.702847, expected=12.000000 predicted=17.382122, expected=16.000000 predicted=21.776945, expected=8.000000 predicted=12.225286, expected=20.000000 predicted=24.756451, expected=32.000000 predicted=20.234973, expected=24.000000 predicted=20.063624, expected=8.000000 predicted=15.811352, expected=12.000000 predicted=13.071640, expected=8.000000 predicted=13.367890, expected=36.000000 predicted=26.270878, expected=12.000000 predicted=17.632954, expected=4.000000 predicted=10.605341, expected=4.000000 predicted=8.805470, expected=32.000000 predicted=17.268208, expected=8.000000 predicted=18.086114, expected=24.000000 predicted=17.748674, expected=28.000000 predicted=17.535803, expected=12.000000 predicted=13.856381, expected=20.000000 predicted=22.906485, expected=12.000000 predicted=13.091488, expected=4.000000 predicted=13.758945, expected=12.000000 predicted=15.607213, expected=20.000000 predicted=14.193338, expected=4.000000 predicted=11.658796, expected=16.000000 predicted=13.068851, expected=16.000000 predicted=11.086706, expected=16.000000 predicted=14.331848, expected=12.000000 predicted=14.995050, expected=16.000000 predicted=12.065842, expected=32.000000 predicted=21.453659, expected=28.000000 predicted=22.333699, expected=8.000000 predicted=16.303470, expected=8.000000 predicted=13.058366, expected=8.000000 predicted=11.991297, expected=12.000000 predicted=16.729775, expected=44.000000 predicted=27.587555, expected=28.000000 predicted=20.645929, expected=12.000000 predicted=16.777297, expected=4.000000 predicted=11.368616, expected=16.000000 predicted=14.453896, expected=24.000000 predicted=25.377995, expected=24.000000 predicted=22.475632, expected=16.000000 predicted=16.336522, expected=4.000000 predicted=9.439472, expected=20.000000 predicted=16.612259, expected=8.000000 predicted=14.340273, expected=28.000000 predicted=21.505996, expected=32.000000 predicted=22.199379, expected=16.000000 predicted=15.917869, expected=4.000000 predicted=14.729487, expected=24.000000 predicted=16.507181, expected=4.000000 predicted=14.772436, expected=4.000000 predicted=14.604377, expected=24.000000 predicted=15.779667, expected=24.000000 predicted=14.799109, expected=20.000000 predicted=20.560542, expected=8.000000 predicted=10.983123, expected=8.000000 predicted=9.758723, expected=24.000000 predicted=19.625466, expected=24.000000 predicted=20.870543, expected=16.000000 predicted=18.273815, expected=4.000000 predicted=10.220619, expected=36.000000 predicted=20.517242, expected=8.000000 predicted=16.376940, expected=4.000000 predicted=14.459157, expected=16.000000 predicted=13.903005, expected=16.000000 predicted=11.424235, expected=12.000000 predicted=18.903295, expected=20.000000 predicted=14.212607, expected=8.000000 predicted=9.537396, expected=32.000000 predicted=21.237970, expected=12.000000 predicted=15.422737, expected=16.000000 predicted=16.071788, expected=32.000000 predicted=23.032017, expected=8.000000 predicted=13.158438, expected=16.000000 predicted=21.158440, expected=12.000000 predicted=13.070792, expected=4.000000 predicted=11.100169, expected=16.000000 predicted=17.874653, expected=20.000000 predicted=13.444756, expected=8.000000 predicted=12.584377, expected=8.000000 predicted=10.757348, expected=12.000000 predicted=9.235517, expected=24.000000 predicted=17.120483, expected=12.000000 predicted=15.208994, expected=36.000000 predicted=21.231557, expected=32.000000 predicted=22.021284, expected=12.000000 predicted=18.043724, expected=12.000000 predicted=18.996473, expected=8.000000 predicted=12.395602, expected=16.000000 predicted=20.304596, expected=8.000000 predicted=15.820443, expected=24.000000 predicted=16.217456, expected=4.000000 predicted=9.905937, expected=8.000000 predicted=9.760207, expected=8.000000 predicted=10.364140, expected=12.000000 predicted=9.841428, expected=20.000000 predicted=17.123285, expected=12.000000 predicted=10.332034, expected=8.000000 predicted=10.133192, expected=4.000000 predicted=7.657576, expected=12.000000 predicted=10.679134, expected=32.000000 predicted=20.388040, expected=4.000000 predicted=10.817339, expected=8.000000 predicted=10.499509, expected=12.000000 predicted=9.180743, expected=24.000000 predicted=16.330395, expected=24.000000 predicted=22.827715, expected=12.000000 predicted=12.593169, expected=20.000000 predicted=15.992320, expected=12.000000 Test MSE: 207.100
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966])] predicted=19.150330, expected=8.000000 predicted=13.799262, expected=8.000000 predicted=11.823382, expected=12.000000 predicted=14.956532, expected=20.000000 predicted=14.036883, expected=56.000000 predicted=24.616715, expected=40.000000 predicted=24.097940, expected=8.000000 predicted=21.776320, expected=8.000000 predicted=23.370073, expected=12.000000 predicted=21.176418, expected=36.000000 predicted=28.563997, expected=4.000000 predicted=17.126031, expected=40.000000 predicted=20.898741, expected=44.000000 predicted=25.128668, expected=20.000000 predicted=22.812473, expected=24.000000 predicted=30.334867, expected=32.000000 predicted=25.966835, expected=8.000000 predicted=25.074436, expected=20.000000 predicted=26.371658, expected=20.000000 predicted=20.258066, expected=4.000000 predicted=15.586197, expected=8.000000 predicted=16.538596, expected=12.000000 predicted=11.272648, expected=32.000000 predicted=17.357416, expected=4.000000 predicted=12.250464, expected=4.000000 predicted=10.296433, expected=8.000000 predicted=11.213508, expected=8.000000 predicted=9.397266, expected=60.000000 predicted=25.193040, expected=16.000000 predicted=14.284335, expected=48.000000 predicted=26.791087, expected=20.000000 predicted=25.704316, expected=28.000000 predicted=27.042144, expected=16.000000 predicted=32.568850, expected=20.000000 predicted=22.458508, expected=16.000000 predicted=25.349865, expected=36.000000 predicted=23.526344, expected=16.000000 predicted=21.396488, expected=12.000000 predicted=18.497785, expected=12.000000 predicted=18.643940, expected=28.000000 predicted=19.594797, expected=16.000000 predicted=20.081130, expected=28.000000 predicted=19.834462, expected=20.000000 predicted=19.169053, expected=48.000000 predicted=26.651620, expected=32.000000 predicted=28.944904, expected=24.000000 predicted=26.761854, expected=12.000000 predicted=26.790070, expected=48.000000 predicted=31.246689, expected=40.000000 predicted=34.512666, expected=16.000000 predicted=27.171346, expected=20.000000 predicted=27.775212, expected=36.000000 predicted=27.674382, expected=16.000000 predicted=27.532196, expected=12.000000 predicted=23.805805, expected=20.000000 predicted=20.355901, expected=12.000000 predicted=17.198246, expected=12.000000 predicted=18.456086, expected=36.000000 predicted=20.215939, expected=20.000000 predicted=17.312183, expected=24.000000 predicted=21.441546, expected=36.000000 predicted=24.917943, expected=64.000000 predicted=33.373092, expected=100.000000 predicted=52.817701, expected=52.000000 predicted=47.966048, expected=40.000000 predicted=51.770587, expected=16.000000 predicted=47.106593, expected=12.000000 predicted=41.631355, expected=24.000000 predicted=41.888505, expected=8.000000 predicted=23.004990, expected=24.000000 predicted=22.490091, expected=24.000000 predicted=18.816083, expected=36.000000 predicted=22.237119, expected=20.000000 predicted=22.971176, expected=8.000000 predicted=17.687673, expected=16.000000 predicted=21.101787, expected=12.000000 predicted=17.352296, expected=8.000000 predicted=16.086731, expected=28.000000 predicted=17.791181, expected=28.000000 predicted=17.181414, expected=16.000000 predicted=17.587483, expected=12.000000 predicted=17.209944, expected=36.000000 predicted=22.373507, expected=20.000000 predicted=22.098368, expected=12.000000 predicted=20.143450, expected=24.000000 predicted=21.304368, expected=32.000000 predicted=22.126772, expected=8.000000 predicted=20.446572, expected=32.000000 predicted=23.793584, expected=20.000000 predicted=20.126015, expected=8.000000 predicted=18.212571, expected=4.000000 predicted=17.479745, expected=36.000000 predicted=19.022944, expected=16.000000 predicted=18.500187, expected=32.000000 predicted=21.723972, expected=20.000000 predicted=19.762264, expected=32.000000 predicted=22.427255, expected=24.000000 predicted=27.420334, expected=12.000000 predicted=20.167248, expected=16.000000 predicted=22.898985, expected=12.000000 predicted=17.480993, expected=20.000000 predicted=19.653549, expected=8.000000 predicted=14.796953, expected=12.000000 predicted=12.963896, expected=24.000000 predicted=16.724585, expected=52.000000 predicted=24.444377, expected=112.000000 predicted=49.072239, expected=96.000000 predicted=57.124374, expected=48.000000 predicted=55.436423, expected=28.000000 predicted=54.628926, expected=36.000000 predicted=54.991264, expected=28.000000 predicted=53.804532, expected=48.000000 predicted=50.606944, expected=44.000000 predicted=40.639285, expected=36.000000 predicted=35.818129, expected=40.000000 predicted=39.689965, expected=40.000000 predicted=38.103596, expected=60.000000 predicted=47.509914, expected=28.000000 predicted=39.168717, expected=20.000000 predicted=34.406565, expected=28.000000 predicted=35.162864, expected=28.000000 predicted=31.359440, expected=24.000000 predicted=31.862800, expected=32.000000 predicted=28.167814, expected=80.000000 predicted=42.620211, expected=40.000000 predicted=37.862645, expected=60.000000 predicted=47.434436, expected=80.000000 predicted=57.455149, expected=44.000000 predicted=50.100254, expected=64.000000 predicted=65.042755, expected=32.000000 predicted=48.417114, expected=20.000000 predicted=43.574770, expected=40.000000 predicted=47.918046, expected=28.000000 predicted=34.400880, expected=60.000000 predicted=46.004608, expected=52.000000 predicted=41.483423, expected=28.000000 predicted=35.110432, expected=12.000000 predicted=33.388963, expected=40.000000 predicted=35.514809, expected=16.000000 predicted=31.262219, expected=24.000000 predicted=29.430779, expected=64.000000 predicted=37.557225, expected=48.000000 predicted=34.014883, expected=92.000000 predicted=57.366528, expected=36.000000 predicted=44.145846, expected=40.000000 predicted=46.919707, expected=24.000000 predicted=46.894079, expected=36.000000 predicted=41.416412, expected=40.000000 predicted=47.144042, expected=36.000000 predicted=35.138885, expected=40.000000 predicted=37.717448, expected=32.000000 predicted=33.411969, expected=40.000000 predicted=37.579803, expected=28.000000 predicted=34.693475, expected=56.000000 predicted=41.565559, expected=80.000000 predicted=52.550990, expected=80.000000 predicted=57.323641, expected=20.000000 predicted=45.766657, expected=40.000000 predicted=47.494041, expected=8.000000 predicted=38.478644, expected=12.000000 predicted=34.817725, expected=28.000000 predicted=34.465759, expected=16.000000 predicted=18.380317, expected=64.000000 predicted=36.832286, expected=24.000000 predicted=24.785468, expected=8.000000 predicted=21.307982, expected=12.000000 predicted=23.214947, expected=36.000000 predicted=25.417446, expected=20.000000 predicted=28.352649, expected=28.000000 predicted=23.585306, expected=36.000000 predicted=25.314813, expected=40.000000 predicted=29.292996, expected=28.000000 predicted=31.662945, expected=36.000000 predicted=31.705337, expected=16.000000 predicted=27.283853, expected=24.000000 predicted=28.599135, expected=16.000000 predicted=25.241065, expected=28.000000 predicted=24.745069, expected=12.000000 predicted=21.248023, expected=12.000000 predicted=16.308909, expected=16.000000 predicted=17.965298, expected=20.000000 predicted=16.977753, expected=32.000000 predicted=23.194018, expected=12.000000 predicted=16.246706, expected=28.000000 predicted=21.226634, expected=24.000000 predicted=21.987831, expected=32.000000 predicted=25.281754, expected=40.000000 predicted=31.430643, expected=16.000000 predicted=22.581236, expected=12.000000 predicted=23.013505, expected=48.000000 predicted=31.667506, expected=24.000000 predicted=27.171382, expected=24.000000 predicted=28.289504, expected=20.000000 predicted=23.360970, expected=4.000000 predicted=16.366228, expected=20.000000 predicted=24.071305, expected=24.000000 predicted=20.032073, expected=12.000000 predicted=16.556278, expected=20.000000 predicted=18.183049, expected=12.000000 predicted=13.577923, expected=24.000000 predicted=19.378131, expected=8.000000 predicted=15.624227, expected=4.000000 predicted=11.073861, expected=24.000000 predicted=17.239191, expected=12.000000 predicted=12.775270, expected=20.000000 predicted=17.157547, expected=20.000000 predicted=15.718674, expected=32.000000 predicted=19.928766, expected=8.000000 predicted=17.852774, expected=28.000000 predicted=20.982151, expected=32.000000 predicted=24.732815, expected=4.000000 predicted=16.898543, expected=8.000000 predicted=18.097020, expected=20.000000 predicted=15.824037, expected=12.000000 predicted=15.988420, expected=24.000000 predicted=19.690189, expected=20.000000 predicted=15.256034, expected=16.000000 predicted=15.805681, expected=8.000000 predicted=15.428117, expected=8.000000 predicted=12.588354, expected=16.000000 predicted=15.546988, expected=16.000000 predicted=14.495634, expected=24.000000 predicted=16.826754, expected=180.000000 predicted=68.597309, expected=28.000000 predicted=42.223784, expected=16.000000 predicted=43.282442, expected=28.000000 predicted=43.872065, expected=28.000000 predicted=37.777583, expected=16.000000 predicted=54.810832, expected=44.000000 predicted=30.548196, expected=52.000000 predicted=33.382129, expected=36.000000 predicted=34.430350, expected=48.000000 predicted=40.100228, expected=8.000000 predicted=27.171131, expected=8.000000 predicted=27.985363, expected=28.000000 predicted=30.494407, expected=32.000000 predicted=26.875461, expected=16.000000 predicted=24.839409, expected=16.000000 predicted=17.547062, expected=24.000000 predicted=19.695471, expected=24.000000 predicted=23.130789, expected=36.000000 predicted=27.803674, expected=60.000000 predicted=34.749453, expected=32.000000 predicted=31.253303, expected=20.000000 predicted=30.497122, expected=8.000000 predicted=24.874304, expected=16.000000 predicted=24.842901, expected=20.000000 predicted=26.913138, expected=36.000000 predicted=25.498535, expected=8.000000 predicted=16.772667, expected=24.000000 predicted=19.140185, expected=4.000000 predicted=14.781811, expected=16.000000 predicted=16.749632, expected=24.000000 predicted=21.381667, expected=8.000000 predicted=11.787512, expected=28.000000 predicted=20.630431, expected=24.000000 predicted=17.352298, expected=12.000000 predicted=17.003225, expected=16.000000 predicted=19.132366, expected=16.000000 predicted=15.528883, expected=28.000000 predicted=22.334901, expected=16.000000 predicted=18.850966, expected=8.000000 predicted=14.257346, expected=16.000000 predicted=16.365957, expected=16.000000 predicted=15.637216, expected=8.000000 predicted=14.858804, expected=12.000000 predicted=12.993362, expected=20.000000 predicted=13.824678, expected=4.000000 predicted=11.016843, expected=32.000000 predicted=18.907722, expected=28.000000 predicted=18.596160, expected=32.000000 predicted=22.855088, expected=28.000000 predicted=25.525210, expected=12.000000 predicted=18.702862, expected=44.000000 predicted=32.249785, expected=20.000000 predicted=25.491392, expected=12.000000 predicted=22.990588, expected=4.000000 predicted=17.832416, expected=32.000000 predicted=20.602360, expected=12.000000 predicted=20.601714, expected=24.000000 predicted=19.246450, expected=20.000000 predicted=17.963540, expected=24.000000 predicted=18.309554, expected=36.000000 predicted=27.913843, expected=8.000000 predicted=17.475282, expected=12.000000 predicted=19.457428, expected=4.000000 predicted=14.368533, expected=4.000000 predicted=12.069746, expected=8.000000 predicted=13.037289, expected=12.000000 predicted=8.372251, expected=16.000000 predicted=10.978341, expected=16.000000 predicted=10.949393, expected=12.000000 predicted=11.061286, expected=16.000000 predicted=13.428561, expected=16.000000 predicted=14.504495, expected=8.000000 predicted=12.860175, expected=24.000000 predicted=17.083182, expected=12.000000 predicted=13.719517, expected=28.000000 predicted=19.334399, expected=20.000000 predicted=18.607767, expected=28.000000 predicted=20.441578, expected=28.000000 predicted=24.759235, expected=16.000000 predicted=19.844992, expected=24.000000 predicted=24.456034, expected=32.000000 predicted=25.293288, expected=32.000000 predicted=27.661426, expected=20.000000 predicted=25.106307, expected=24.000000 predicted=23.923272, expected=20.000000 predicted=23.692520, expected=28.000000 predicted=26.407796, expected=12.000000 predicted=21.416968, expected=36.000000 predicted=25.369505, expected=16.000000 predicted=21.494003, expected=8.000000 predicted=17.496050, expected=36.000000 predicted=25.824492, expected=24.000000 predicted=20.647919, expected=12.000000 predicted=21.754255, expected=28.000000 predicted=22.240316, expected=20.000000 predicted=19.052084, expected=16.000000 predicted=22.431628, expected=8.000000 predicted=16.818053, expected=8.000000 predicted=12.896510, expected=12.000000 predicted=15.163843, expected=16.000000 predicted=14.018981, expected=12.000000 predicted=12.451062, expected=32.000000 predicted=17.687354, expected=28.000000 predicted=19.323818, expected=4.000000 predicted=14.743674, expected=12.000000 predicted=16.513338, expected=4.000000 predicted=11.694149, expected=16.000000 predicted=16.426311, expected=12.000000 predicted=13.945881, expected=24.000000 predicted=13.633757, expected=40.000000 predicted=22.288410, expected=4.000000 predicted=13.533093, expected=8.000000 predicted=15.997071, expected=16.000000 predicted=15.848799, expected=12.000000 predicted=15.456829, expected=8.000000 predicted=15.884287, expected=12.000000 predicted=9.917821, expected=8.000000 predicted=9.524824, expected=24.000000 predicted=15.490284, expected=4.000000 predicted=10.080471, expected=4.000000 predicted=8.752513, expected=36.000000 predicted=18.414005, expected=12.000000 predicted=13.005253, expected=28.000000 predicted=21.354182, expected=84.000000 predicted=37.500163, expected=376.000000 predicted=160.721271, expected=232.000000 predicted=163.623542, expected=128.000000 predicted=138.333915, expected=64.000000 predicted=120.974783, expected=64.000000 predicted=115.264623, expected=24.000000 predicted=133.227401, expected=28.000000 predicted=76.530150, expected=16.000000 predicted=44.203026, expected=20.000000 predicted=29.171281, expected=4.000000 predicted=20.344041, expected=36.000000 predicted=26.208884, expected=28.000000 predicted=25.453784, expected=32.000000 predicted=25.749348, expected=8.000000 predicted=17.841266, expected=40.000000 predicted=27.717357, expected=32.000000 predicted=31.228024, expected=12.000000 predicted=19.624127, expected=32.000000 predicted=30.148936, expected=24.000000 predicted=22.081811, expected=8.000000 predicted=18.561361, expected=12.000000 predicted=18.382955, expected=12.000000 predicted=13.189372, expected=24.000000 predicted=20.950901, expected=16.000000 predicted=17.281936, expected=28.000000 predicted=20.608240, expected=16.000000 predicted=17.478332, expected=8.000000 predicted=12.661889, expected=20.000000 predicted=19.672919, expected=16.000000 predicted=15.802604, expected=24.000000 predicted=21.378062, expected=16.000000 predicted=17.184894, expected=12.000000 predicted=13.451355, expected=8.000000 predicted=13.187142, expected=44.000000 predicted=28.258393, expected=36.000000 predicted=29.028543, expected=28.000000 predicted=25.833197, expected=8.000000 predicted=17.757742, expected=20.000000 predicted=19.444796, expected=16.000000 predicted=22.204539, expected=48.000000 predicted=34.564738, expected=8.000000 predicted=18.273496, expected=24.000000 predicted=20.553225, expected=20.000000 predicted=22.441938, expected=16.000000 predicted=16.769315, expected=24.000000 predicted=26.538752, expected=24.000000 predicted=19.923751, expected=8.000000 predicted=15.259037, expected=8.000000 predicted=13.519564, expected=28.000000 predicted=21.046073, expected=16.000000 predicted=17.183751, expected=20.000000 predicted=19.355492, expected=16.000000 predicted=16.245733, expected=4.000000 predicted=9.344664, expected=4.000000 predicted=11.302583, expected=24.000000 predicted=17.276472, expected=20.000000 predicted=16.960652, expected=12.000000 predicted=13.664715, expected=20.000000 predicted=16.379736, expected=4.000000 predicted=8.724759, expected=12.000000 predicted=13.996925, expected=28.000000 predicted=21.159173, expected=12.000000 predicted=13.023000, expected=4.000000 predicted=10.901277, expected=4.000000 predicted=7.560720, expected=20.000000 predicted=14.331689, expected=8.000000 predicted=12.050022, expected=20.000000 predicted=15.014992, expected=12.000000 predicted=11.846445, expected=12.000000 predicted=10.962859, expected=20.000000 Test MSE: 678.138
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935])] predicted=26.040728, expected=32.000000 predicted=30.633860, expected=28.000000 predicted=28.240281, expected=44.000000 predicted=32.940728, expected=40.000000 predicted=33.416332, expected=20.000000 predicted=30.803226, expected=32.000000 predicted=35.184324, expected=24.000000 predicted=28.900804, expected=40.000000 predicted=33.778983, expected=28.000000 predicted=32.119666, expected=64.000000 predicted=36.800267, expected=40.000000 predicted=37.756245, expected=36.000000 predicted=35.193549, expected=52.000000 predicted=48.901078, expected=8.000000 predicted=28.295661, expected=20.000000 predicted=38.939824, expected=32.000000 predicted=34.475691, expected=20.000000 predicted=22.090347, expected=36.000000 predicted=34.172924, expected=28.000000 predicted=23.107161, expected=24.000000 predicted=24.008816, expected=20.000000 predicted=28.209320, expected=20.000000 predicted=22.507452, expected=52.000000 predicted=33.978344, expected=56.000000 predicted=34.399620, expected=36.000000 predicted=32.616009, expected=52.000000 predicted=43.049100, expected=32.000000 predicted=36.815960, expected=20.000000 predicted=37.682676, expected=16.000000 predicted=37.365709, expected=52.000000 predicted=35.896030, expected=52.000000 predicted=38.937407, expected=32.000000 predicted=32.265065, expected=28.000000 predicted=35.261858, expected=20.000000 predicted=29.075157, expected=24.000000 predicted=33.505110, expected=16.000000 predicted=29.156934, expected=64.000000 predicted=35.879430, expected=20.000000 predicted=25.410742, expected=56.000000 predicted=35.348239, expected=36.000000 predicted=38.605319, expected=64.000000 predicted=37.795755, expected=12.000000 predicted=43.436627, expected=28.000000 predicted=31.701380, expected=28.000000 predicted=41.701567, expected=44.000000 predicted=30.722361, expected=44.000000 predicted=42.812763, expected=32.000000 predicted=28.350187, expected=32.000000 predicted=35.434858, expected=28.000000 predicted=32.750632, expected=36.000000 predicted=35.891691, expected=40.000000 predicted=36.990527, expected=48.000000 predicted=36.613599, expected=36.000000 predicted=36.303505, expected=40.000000 predicted=37.626222, expected=40.000000 predicted=40.298009, expected=32.000000 predicted=36.763819, expected=40.000000 predicted=41.350540, expected=56.000000 predicted=42.314442, expected=28.000000 predicted=35.831858, expected=36.000000 predicted=40.065269, expected=12.000000 predicted=31.919181, expected=36.000000 predicted=33.305598, expected=12.000000 predicted=30.977871, expected=32.000000 predicted=24.993066, expected=24.000000 predicted=28.803232, expected=48.000000 predicted=25.738050, expected=32.000000 predicted=33.015329, expected=36.000000 predicted=28.099814, expected=68.000000 predicted=46.221601, expected=44.000000 predicted=36.771207, expected=36.000000 predicted=44.021108, expected=32.000000 predicted=42.664952, expected=64.000000 predicted=45.631132, expected=36.000000 predicted=45.802012, expected=20.000000 predicted=36.341068, expected=36.000000 predicted=41.538603, expected=36.000000 predicted=32.844708, expected=28.000000 predicted=36.818725, expected=44.000000 predicted=37.464787, expected=52.000000 predicted=35.890476, expected=24.000000 predicted=32.943123, expected=12.000000 predicted=32.377613, expected=56.000000 predicted=39.973808, expected=20.000000 predicted=28.757114, expected=32.000000 predicted=34.518104, expected=32.000000 predicted=34.003608, expected=56.000000 predicted=30.604489, expected=28.000000 predicted=38.774008, expected=40.000000 predicted=34.125378, expected=20.000000 predicted=34.598097, expected=44.000000 predicted=34.461249, expected=20.000000 predicted=36.008392, expected=28.000000 predicted=27.489835, expected=40.000000 predicted=37.162403, expected=28.000000 predicted=24.855707, expected=20.000000 predicted=31.409847, expected=28.000000 predicted=28.205103, expected=32.000000 predicted=27.917661, expected=16.000000 predicted=25.936564, expected=56.000000 predicted=35.257271, expected=56.000000 predicted=35.182316, expected=32.000000 predicted=32.163869, expected=28.000000 predicted=40.105272, expected=36.000000 predicted=34.594565, expected=32.000000 predicted=37.850857, expected=12.000000 predicted=32.009354, expected=28.000000 predicted=30.215795, expected=16.000000 predicted=23.273502, expected=24.000000 predicted=23.887477, expected=36.000000 predicted=29.155814, expected=36.000000 predicted=23.141685, expected=32.000000 predicted=29.789426, expected=48.000000 predicted=33.885927, expected=44.000000 predicted=35.509881, expected=76.000000 predicted=48.563563, expected=32.000000 predicted=42.167048, expected=60.000000 predicted=48.865495, expected=28.000000 predicted=48.191730, expected=20.000000 predicted=35.132766, expected=36.000000 predicted=49.551314, expected=44.000000 predicted=32.941170, expected=32.000000 predicted=37.618129, expected=32.000000 predicted=33.571348, expected=28.000000 predicted=30.709721, expected=20.000000 predicted=29.217165, expected=60.000000 predicted=41.230283, expected=28.000000 predicted=30.486484, expected=36.000000 predicted=33.651305, expected=44.000000 predicted=40.872207, expected=36.000000 predicted=30.632503, expected=32.000000 predicted=41.999221, expected=36.000000 predicted=35.528691, expected=24.000000 predicted=32.037038, expected=40.000000 predicted=37.068121, expected=44.000000 predicted=36.790728, expected=36.000000 predicted=33.219599, expected=44.000000 predicted=40.232493, expected=4.000000 predicted=26.665102, expected=16.000000 predicted=29.824173, expected=16.000000 predicted=28.132992, expected=16.000000 predicted=18.069476, expected=24.000000 predicted=25.118954, expected=44.000000 predicted=21.326441, expected=56.000000 predicted=30.668955, expected=32.000000 predicted=29.659932, expected=24.000000 predicted=31.854468, expected=32.000000 predicted=35.032826, expected=48.000000 predicted=38.387963, expected=28.000000 predicted=36.256456, expected=24.000000 predicted=31.547963, expected=20.000000 predicted=29.170273, expected=36.000000 predicted=29.966706, expected=36.000000 predicted=33.770899, expected=36.000000 predicted=29.995341, expected=4.000000 predicted=23.850273, expected=36.000000 predicted=29.196004, expected=52.000000 predicted=35.961435, expected=16.000000 predicted=23.809228, expected=16.000000 predicted=30.842408, expected=40.000000 predicted=28.476226, expected=8.000000 predicted=20.701896, expected=24.000000 predicted=29.953813, expected=44.000000 predicted=29.044776, expected=68.000000 predicted=31.981232, expected=52.000000 predicted=42.297195, expected=32.000000 predicted=35.489367, expected=20.000000 predicted=38.082776, expected=4.000000 predicted=30.858186, expected=48.000000 predicted=41.818301, expected=24.000000 predicted=29.230170, expected=56.000000 predicted=33.426704, expected=32.000000 predicted=33.578084, expected=20.000000 predicted=22.789548, expected=24.000000 predicted=38.496932, expected=20.000000 predicted=24.276085, expected=56.000000 predicted=39.806067, expected=48.000000 predicted=34.793645, expected=28.000000 predicted=29.400207, expected=28.000000 predicted=36.266714, expected=28.000000 predicted=30.877094, expected=20.000000 predicted=32.926674, expected=20.000000 predicted=30.056884, expected=32.000000 predicted=27.282298, expected=56.000000 predicted=33.188432, expected=20.000000 predicted=26.516709, expected=12.000000 predicted=25.404466, expected=20.000000 predicted=27.952113, expected=20.000000 predicted=22.112124, expected=12.000000 predicted=24.869075, expected=20.000000 predicted=19.174042, expected=40.000000 predicted=22.439503, expected=36.000000 predicted=24.152149, expected=56.000000 predicted=34.191055, expected=36.000000 predicted=32.356904, expected=36.000000 predicted=34.616402, expected=32.000000 predicted=40.573688, expected=16.000000 predicted=29.970130, expected=48.000000 predicted=42.228915, expected=32.000000 predicted=32.115955, expected=32.000000 predicted=31.319813, expected=44.000000 predicted=39.015209, expected=24.000000 predicted=26.728553, expected=12.000000 predicted=31.255567, expected=28.000000 predicted=30.843312, expected=48.000000 predicted=31.614410, expected=28.000000 predicted=29.801744, expected=40.000000 predicted=32.947697, expected=32.000000 predicted=30.698570, expected=4.000000 predicted=23.177660, expected=24.000000 predicted=33.283849, expected=32.000000 predicted=26.443562, expected=56.000000 predicted=33.155320, expected=8.000000 predicted=24.944579, expected=16.000000 predicted=21.461134, expected=20.000000 predicted=27.600027, expected=8.000000 predicted=16.469701, expected=24.000000 predicted=28.172322, expected=16.000000 predicted=14.343631, expected=48.000000 predicted=24.203543, expected=36.000000 predicted=27.048326, expected=32.000000 predicted=24.514757, expected=44.000000 predicted=37.470212, expected=44.000000 predicted=33.426360, expected=36.000000 predicted=39.783373, expected=44.000000 predicted=41.155349, expected=40.000000 predicted=38.700047, expected=60.000000 predicted=46.308498, expected=40.000000 predicted=43.545283, expected=36.000000 predicted=40.584847, expected=12.000000 predicted=37.322237, expected=24.000000 predicted=32.646055, expected=40.000000 predicted=38.896734, expected=44.000000 predicted=32.314808, expected=24.000000 predicted=30.634329, expected=24.000000 predicted=27.347608, expected=32.000000 predicted=31.071054, expected=40.000000 predicted=33.387279, expected=60.000000 predicted=41.668567, expected=28.000000 predicted=32.074435, expected=68.000000 predicted=45.504004, expected=48.000000 predicted=45.721379, expected=28.000000 predicted=38.444567, expected=52.000000 predicted=54.836479, expected=40.000000 predicted=38.578306, expected=4.000000 predicted=35.704337, expected=40.000000 predicted=41.576932, expected=28.000000 predicted=28.654758, expected=16.000000 predicted=26.803263, expected=36.000000 predicted=34.677952, expected=20.000000 predicted=18.761015, expected=20.000000 predicted=26.340747, expected=52.000000 predicted=34.569452, expected=40.000000 predicted=27.464751, expected=48.000000 predicted=38.081689, expected=40.000000 predicted=38.096394, expected=36.000000 predicted=35.067722, expected=24.000000 predicted=39.905143, expected=32.000000 predicted=35.829096, expected=48.000000 predicted=40.391427, expected=44.000000 predicted=36.952901, expected=28.000000 predicted=34.965087, expected=8.000000 predicted=28.063052, expected=12.000000 predicted=26.561319, expected=12.000000 predicted=24.422430, expected=16.000000 predicted=20.350003, expected=36.000000 predicted=23.080931, expected=12.000000 predicted=13.467734, expected=40.000000 predicted=24.106910, expected=24.000000 predicted=23.225167, expected=8.000000 predicted=16.998480, expected=12.000000 predicted=25.570891, expected=28.000000 predicted=18.952317, expected=52.000000 predicted=31.005800, expected=24.000000 predicted=23.898740, expected=24.000000 predicted=24.494515, expected=20.000000 predicted=26.146997, expected=20.000000 predicted=23.838970, expected=24.000000 predicted=30.047803, expected=12.000000 predicted=19.007200, expected=56.000000 predicted=31.016793, expected=20.000000 predicted=22.829925, expected=40.000000 predicted=28.775653, expected=28.000000 predicted=32.970687, expected=12.000000 predicted=19.714934, expected=16.000000 predicted=32.671085, expected=24.000000 predicted=21.701895, expected=4.000000 predicted=18.478106, expected=24.000000 predicted=21.130061, expected=28.000000 predicted=19.118584, expected=8.000000 predicted=13.231193, expected=20.000000 predicted=21.575951, expected=28.000000 predicted=18.321540, expected=40.000000 predicted=24.723713, expected=36.000000 predicted=29.133401, expected=16.000000 predicted=21.745198, expected=52.000000 predicted=35.470253, expected=24.000000 predicted=29.264519, expected=4.000000 predicted=24.596352, expected=16.000000 predicted=28.984135, expected=28.000000 predicted=19.985829, expected=28.000000 predicted=26.750907, expected=28.000000 predicted=23.819822, expected=28.000000 predicted=21.741255, expected=24.000000 predicted=23.794649, expected=20.000000 predicted=25.286351, expected=16.000000 predicted=23.230495, expected=40.000000 predicted=28.244417, expected=20.000000 predicted=23.160086, expected=28.000000 predicted=25.072610, expected=20.000000 predicted=25.016166, expected=28.000000 predicted=22.629916, expected=32.000000 predicted=30.768058, expected=28.000000 predicted=24.492714, expected=28.000000 predicted=28.336400, expected=52.000000 predicted=33.633432, expected=16.000000 predicted=26.734394, expected=12.000000 predicted=26.707461, expected=12.000000 predicted=25.651526, expected=24.000000 predicted=20.841516, expected=44.000000 predicted=32.050702, expected=24.000000 predicted=20.764755, expected=52.000000 predicted=31.443458, expected=20.000000 predicted=26.788907, expected=32.000000 predicted=30.081341, expected=12.000000 predicted=31.933763, expected=28.000000 predicted=24.666062, expected=24.000000 predicted=31.281201, expected=48.000000 predicted=27.694679, expected=36.000000 predicted=32.170866, expected=16.000000 predicted=23.122075, expected=12.000000 predicted=27.796895, expected=40.000000 predicted=29.390969, expected=20.000000 predicted=26.990642, expected=12.000000 predicted=22.515807, expected=16.000000 predicted=21.402956, expected=24.000000 predicted=17.928433, expected=16.000000 predicted=21.747719, expected=20.000000 predicted=19.044426, expected=12.000000 predicted=15.917773, expected=20.000000 predicted=17.349500, expected=24.000000 predicted=20.845562, expected=44.000000 predicted=24.254535, expected=60.000000 predicted=33.880047, expected=16.000000 predicted=24.541909, expected=24.000000 predicted=31.646737, expected=32.000000 predicted=33.533698, expected=24.000000 predicted=28.465340, expected=36.000000 predicted=37.242627, expected=48.000000 predicted=31.576885, expected=24.000000 predicted=27.844248, expected=28.000000 predicted=33.042775, expected=28.000000 predicted=30.975972, expected=32.000000 predicted=30.531662, expected=40.000000 predicted=36.613346, expected=12.000000 predicted=24.013980, expected=28.000000 predicted=29.042802, expected=128.000000 predicted=56.757734, expected=148.000000 predicted=69.910635, expected=44.000000 predicted=58.022423, expected=76.000000 predicted=78.757559, expected=64.000000 predicted=72.944263, expected=52.000000 predicted=75.041074, expected=56.000000 predicted=84.285584, expected=56.000000 predicted=54.506936, expected=48.000000 predicted=57.724439, expected=48.000000 predicted=54.846576, expected=28.000000 predicted=44.778492, expected=68.000000 predicted=54.411320, expected=36.000000 predicted=45.209499, expected=52.000000 predicted=46.523860, expected=64.000000 predicted=55.569709, expected=36.000000 predicted=39.045355, expected=48.000000 predicted=54.819248, expected=36.000000 predicted=43.345359, expected=24.000000 predicted=38.391343, expected=28.000000 predicted=41.970488, expected=48.000000 predicted=37.346463, expected=12.000000 predicted=28.957776, expected=20.000000 predicted=28.916579, expected=24.000000 predicted=27.169960, expected=28.000000 predicted=23.230656, expected=20.000000 predicted=27.858352, expected=32.000000 predicted=23.553369, expected=16.000000 predicted=21.525507, expected=44.000000 predicted=29.514686, expected=12.000000 predicted=23.605556, expected=40.000000 predicted=27.808487, expected=32.000000 predicted=32.228058, expected=56.000000 predicted=32.013349, expected=8.000000 predicted=31.428835, expected=48.000000 predicted=33.009319, expected=36.000000 predicted=38.524861, expected=24.000000 predicted=27.102883, expected=28.000000 predicted=39.782565, expected=12.000000 predicted=19.800950, expected=16.000000 predicted=27.049364, expected=16.000000 predicted=22.949510, expected=8.000000 predicted=14.739547, expected=32.000000 predicted=22.760416, expected=36.000000 predicted=21.144839, expected=28.000000 predicted=21.721116, expected=32.000000 predicted=27.933824, expected=20.000000 predicted=22.859808, expected=20.000000 predicted=26.475393, expected=20.000000 predicted=26.534346, expected=60.000000 predicted=33.855319, expected=24.000000 predicted=27.606053, expected=20.000000 predicted=25.861884, expected=28.000000 predicted=31.643653, expected=8.000000 predicted=18.513749, expected=12.000000 predicted=27.430218, expected=28.000000 predicted=22.588535, expected=36.000000 predicted=21.710295, expected=16.000000 predicted=21.316658, expected=12.000000 predicted=18.134001, expected=32.000000 predicted=23.841963, expected=16.000000 predicted=19.949786, expected=24.000000 predicted=24.528580, expected=28.000000 predicted=23.599499, expected=40.000000 predicted=24.413149, expected=24.000000 predicted=27.754086, expected=32.000000 predicted=27.453330, expected=16.000000 predicted=25.827861, expected=16.000000 predicted=23.144195, expected=28.000000 predicted=28.934910, expected=16.000000 predicted=19.132310, expected=44.000000 predicted=29.757573, expected=20.000000 predicted=22.221105, expected=24.000000 predicted=22.714548, expected=16.000000 predicted=26.242371, expected=24.000000 Test MSE: 261.393
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134])] predicted=15.257013, expected=31.540000 predicted=53.228035, expected=58.824000 predicted=46.086662, expected=29.140000 predicted=34.477274, expected=59.060000 predicted=49.985687, expected=30.600000 predicted=34.160927, expected=28.784000 predicted=41.135445, expected=61.200000 predicted=39.683270, expected=32.224000 predicted=48.839672, expected=32.556000 predicted=32.667786, expected=33.784000 predicted=27.335431, expected=32.136000 predicted=41.604467, expected=34.676000 predicted=30.362179, expected=30.880000 predicted=31.933732, expected=35.460000 predicted=34.478913, expected=69.896000 predicted=55.001386, expected=39.824000 predicted=49.166316, expected=31.636000 predicted=37.102867, expected=39.984000 predicted=32.050726, expected=34.800000 predicted=45.354917, expected=34.404000 predicted=33.043382, expected=35.904000 predicted=32.930314, expected=33.136000 predicted=35.985988, expected=34.784000 predicted=33.899866, expected=34.364000 predicted=34.052284, expected=33.516000 predicted=34.574240, expected=34.920000 predicted=33.843097, expected=101.064000 predicted=74.742486, expected=29.176000 predicted=50.976566, expected=31.944000 predicted=38.579465, expected=67.636000 predicted=41.590715, expected=29.904000 predicted=61.637780, expected=34.216000 predicted=27.760736, expected=67.740000 predicted=47.897486, expected=102.316000 predicted=95.769416, expected=95.500000 predicted=89.525930, expected=35.340000 predicted=55.145289, expected=68.676000 predicted=60.021813, expected=68.080000 predicted=70.101030, expected=33.340000 predicted=57.308087, expected=68.800000 predicted=45.600962, expected=235.636000 predicted=169.151825, expected=141.212000 predicted=167.381678, expected=192.016000 predicted=172.617351, expected=166.944000 predicted=147.068332, expected=131.620000 predicted=185.721584, expected=34.620000 predicted=58.070649, expected=367.760000 predicted=255.621408, expected=470.984000 predicted=397.320179, expected=584.056000 predicted=542.696782, expected=689.356000 predicted=567.918654, expected=566.404000 predicted=628.483267, expected=643.548000 predicted=621.974171, expected=1523.564000 predicted=1163.666985, expected=2436.936000 predicted=2045.728702, expected=3979.984000 predicted=3418.052963, expected=2951.852000 predicted=3088.637646, expected=2566.316000 predicted=2738.320172, expected=3962.776000 predicted=3410.577708, expected=5248.008000 predicted=5138.214139, expected=3186.664000 predicted=3665.380891, expected=1588.700000 predicted=2289.155118, expected=747.348000 predicted=1479.155407, expected=700.652000 predicted=1363.320265, expected=1296.040000 predicted=957.087943, expected=303.420000 predicted=247.011859, expected=849.612000 predicted=637.262931, expected=165.716000 predicted=245.350096, expected=39.596000 predicted=371.519589, expected=32.120000 predicted=-202.737465, expected=30.080000 predicted=215.047039, expected=33.700000 predicted=-91.717892, expected=33.056000 predicted=8.405739, expected=68.620000 predicted=57.402085, expected=98.268000 predicted=85.649907, expected=65.816000 predicted=72.261672, expected=64.644000 predicted=64.333477, expected=33.444000 predicted=46.987192, expected=105.024000 predicted=97.665675, expected=29.500000 predicted=37.445070, expected=36.016000 predicted=44.133584, expected=69.420000 predicted=46.941195, expected=37.252000 predicted=64.872825, expected=31.120000 predicted=20.000142, expected=31.960000 predicted=30.758263, expected=30.700000 predicted=41.092746, expected=33.200000 predicted=26.869420, expected=35.484000 predicted=33.326730, expected=99.380000 predicted=81.521994, expected=35.120000 predicted=46.016713, expected=33.120000 predicted=39.821796, expected=126.604000 predicted=95.475568, expected=28.784000 predicted=66.098870, expected=29.340000 predicted=25.530798, expected=28.364000 predicted=20.055891, expected=35.484000 predicted=62.413971, expected=35.960000 predicted=15.451244, expected=63.436000 predicted=55.858485, expected=28.760000 predicted=34.733783, expected=93.564000 predicted=80.012534, expected=29.136000 predicted=38.304643, expected=31.460000 predicted=45.760941, expected=30.800000 predicted=18.149392, expected=59.604000 predicted=71.231369, expected=28.904000 Test MSE: 233224.481
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945])] predicted=23.460324, expected=25.908000 predicted=19.877344, expected=36.880000 predicted=23.417368, expected=21.568000 predicted=20.570823, expected=31.844000 predicted=24.143018, expected=31.120000 predicted=26.882044, expected=4.024000 predicted=25.112799, expected=15.992000 predicted=22.946174, expected=13.652000 predicted=21.171518, expected=14.636000 predicted=19.589848, expected=39.836000 predicted=19.935466, expected=19.836000 predicted=17.922845, expected=20.232000 predicted=18.987831, expected=11.968000 predicted=19.230689, expected=19.776000 predicted=21.989491, expected=20.392000 predicted=22.803856, expected=19.788000 predicted=18.744044, expected=13.432000 predicted=16.993182, expected=17.464000 predicted=16.934779, expected=3.324000 predicted=15.855725, expected=23.624000 predicted=16.593836, expected=30.828000 predicted=19.013618, expected=28.848000 predicted=19.403274, expected=17.052000 predicted=18.351658, expected=17.224000 predicted=19.250561, expected=4.496000 predicted=20.780273, expected=41.928000 predicted=24.604720, expected=7.288000 predicted=20.412684, expected=14.048000 predicted=15.334298, expected=19.008000 predicted=16.991218, expected=25.996000 predicted=20.299872, expected=3.812000 predicted=18.314305, expected=20.308000 predicted=14.090529, expected=28.712000 predicted=19.600675, expected=33.584000 predicted=22.433237, expected=32.360000 predicted=22.920584, expected=46.588000 predicted=26.656959, expected=12.684000 predicted=28.350844, expected=41.788000 predicted=31.722842, expected=3.924000 predicted=29.552150, expected=45.944000 predicted=30.623774, expected=28.456000 predicted=31.325675, expected=23.864000 predicted=25.359767, expected=53.508000 predicted=31.762593, expected=17.900000 predicted=29.970390, expected=33.104000 predicted=32.352346, expected=11.068000 predicted=28.122353, expected=21.344000 predicted=27.747383, expected=28.548000 predicted=28.411295, expected=24.092000 predicted=23.513905, expected=19.708000 predicted=22.022439, expected=12.436000 predicted=19.002902, expected=24.892000 predicted=22.225182, expected=25.944000 predicted=23.536225, expected=26.212000 predicted=22.059928, expected=15.040000 predicted=19.770226, expected=20.152000 predicted=20.363549, expected=13.732000 predicted=21.606254, expected=13.072000 predicted=19.364847, expected=9.680000 predicted=16.360009, expected=22.500000 predicted=16.073400, expected=68.872000 predicted=25.541090, expected=10.748000 predicted=22.932190, expected=25.816000 predicted=20.813043, expected=11.788000 predicted=24.978060, expected=4.884000 predicted=26.689807, expected=10.072000 predicted=22.455608, expected=10.708000 predicted=13.515990, expected=23.452000 predicted=14.865181, expected=38.696000 predicted=16.640956, expected=49.936000 predicted=22.800422, expected=40.404000 predicted=27.618787, expected=18.424000 predicted=28.008257, expected=18.408000 predicted=30.411425, expected=23.536000 predicted=33.153659, expected=40.840000 predicted=33.989759, expected=19.616000 predicted=27.037104, expected=27.940000 predicted=23.147577, expected=10.280000 predicted=23.158086, expected=25.936000 predicted=25.218256, expected=32.900000 predicted=27.313226, expected=16.152000 predicted=22.426371, expected=25.952000 predicted=21.627791, expected=25.672000 predicted=23.220499, expected=14.448000 predicted=23.909877, expected=19.108000 predicted=21.623487, expected=12.420000 predicted=19.381270, expected=26.176000 predicted=21.143752, expected=20.344000 predicted=20.077973, expected=32.744000 predicted=20.618668, expected=19.888000 predicted=21.342763, expected=38.332000 predicted=24.526974, expected=10.528000 predicted=24.661666, expected=22.392000 predicted=23.202087, expected=8.336000 predicted=22.401509, expected=17.404000 predicted=20.208594, expected=29.576000 predicted=21.682962, expected=22.788000 predicted=19.132260, expected=12.188000 predicted=17.360175, expected=19.512000 predicted=17.428179, expected=19.092000 predicted=21.083822, expected=28.240000 predicted=22.430949, expected=19.864000 predicted=20.051422, expected=34.040000 predicted=21.579639, expected=31.448000 predicted=25.543736, expected=10.628000 predicted=23.286037, expected=26.680000 predicted=23.991387, expected=9.620000 predicted=23.261303, expected=26.280000 predicted=23.475595, expected=13.988000 predicted=20.035556, expected=39.404000 predicted=21.158797, expected=19.280000 predicted=22.742860, expected=27.208000 predicted=21.472901, expected=11.724000 predicted=22.442901, expected=21.432000 predicted=22.409622, expected=15.440000 predicted=23.107398, expected=26.252000 predicted=20.584623, expected=19.224000 predicted=20.289935, expected=30.432000 predicted=20.361863, expected=8.516000 predicted=19.998682, expected=19.948000 predicted=19.121057, expected=26.396000 predicted=22.617556, expected=7.600000 predicted=19.418359, expected=18.068000 predicted=17.202066, expected=34.012000 predicted=19.828582, expected=22.264000 predicted=22.364205, expected=25.844000 predicted=20.824522, expected=15.196000 predicted=19.787889, expected=18.744000 predicted=22.424428, expected=27.144000 predicted=24.496829, expected=32.908000 predicted=24.473201, expected=33.380000 predicted=25.208697, expected=25.872000 predicted=24.538457, expected=10.680000 predicted=23.808867, expected=3.040000 predicted=21.807315, expected=6.752000 predicted=19.757072, expected=12.920000 predicted=17.115727, expected=31.448000 predicted=16.173555, expected=45.104000 predicted=18.792387, expected=41.960000 predicted=22.747148, expected=29.408000 predicted=25.613043, expected=16.168000 predicted=27.531732, expected=26.164000 predicted=31.868655, expected=3.900000 predicted=28.475342, expected=46.148000 predicted=27.924314, expected=21.980000 predicted=25.831854, expected=17.880000 predicted=20.467009, expected=29.276000 predicted=22.725537, expected=13.880000 predicted=23.408128, expected=13.016000 predicted=23.324916, expected=23.048000 predicted=19.874282, expected=48.756000 predicted=26.114044, expected=32.136000 predicted=27.387500, expected=36.696000 predicted=25.546882, expected=20.292000 predicted=27.508555, expected=43.072000 predicted=34.205259, expected=12.020000 predicted=33.314269, expected=40.792000 predicted=30.061573, expected=38.200000 predicted=33.147040, expected=11.316000 predicted=27.531023, expected=35.688000 predicted=28.206481, expected=14.024000 predicted=26.707703, expected=11.536000 predicted=25.297700, expected=8.016000 predicted=19.270069, expected=33.552000 predicted=20.358778, expected=21.308000 predicted=22.318962, expected=66.688000 predicted=25.359765, expected=19.544000 predicted=26.811015, expected=21.160000 predicted=24.626083, expected=29.040000 predicted=31.044856, expected=8.588000 predicted=30.038543, expected=30.352000 predicted=29.434534, expected=4.152000 predicted=19.540523, expected=28.560000 predicted=19.882765, expected=21.436000 predicted=21.208718, expected=23.324000 predicted=19.581786, expected=21.836000 predicted=20.694962, expected=4.488000 predicted=16.887263, expected=49.960000 predicted=24.739143, expected=8.812000 predicted=24.014963, expected=16.688000 predicted=18.600036, expected=3.164000 predicted=16.255292, expected=21.184000 predicted=18.794932, expected=14.112000 predicted=20.368367, expected=14.060000 predicted=12.747233, expected=26.468000 predicted=15.246618, expected=31.196000 predicted=19.202777, expected=34.708000 predicted=23.553930, expected=29.596000 predicted=24.116492, expected=33.416000 predicted=27.434775, expected=22.308000 predicted=29.526383, expected=12.284000 predicted=26.677723, expected=13.436000 predicted=23.931137, expected=24.480000 predicted=23.809837, expected=30.612000 predicted=24.200275, expected=30.620000 predicted=22.289963, expected=17.860000 predicted=20.346213, expected=35.172000 predicted=24.394209, expected=16.492000 predicted=26.823765, expected=29.736000 predicted=26.224704, expected=56.608000 predicted=31.826378, expected=35.680000 predicted=33.580250, expected=38.288000 predicted=32.796202, expected=3.108000 predicted=28.229882, expected=23.004000 predicted=30.524589, expected=47.724000 predicted=36.931101, expected=26.112000 predicted=31.651296, expected=20.560000 predicted=23.425899, expected=41.236000 predicted=25.767064, expected=15.964000 predicted=31.085013, expected=11.564000 predicted=25.922685, expected=24.260000 predicted=22.780182, expected=15.396000 predicted=23.521130, expected=64.152000 predicted=29.268336, expected=31.920000 predicted=28.544624, expected=38.368000 predicted=28.156401, expected=40.036000 predicted=33.785468, expected=19.056000 predicted=36.049636, expected=47.768000 predicted=39.504431, expected=18.876000 predicted=34.260429, expected=67.484000 predicted=38.194060, expected=31.768000 predicted=38.806636, expected=29.076000 predicted=34.023366, expected=76.492000 predicted=43.240932, expected=47.028000 predicted=49.552168, expected=4.152000 predicted=40.310889, expected=13.184000 predicted=29.488376, expected=45.744000 predicted=39.955686, expected=86.332000 predicted=50.543953, expected=58.700000 predicted=41.809138, expected=100.980000 predicted=47.396734, expected=121.860000 predicted=74.139111, expected=122.656000 predicted=93.951248, expected=37.664000 predicted=82.860688, expected=3.428000 predicted=64.369643, expected=16.196000 predicted=64.259071, expected=14.184000 predicted=54.554028, expected=28.820000 predicted=36.798640, expected=27.544000 predicted=22.181548, expected=2.924000 predicted=14.018756, expected=11.188000 predicted=13.935068, expected=15.440000 predicted=17.463890, expected=16.916000 predicted=18.186929, expected=8.028000 predicted=12.421869, expected=37.052000 predicted=17.094791, expected=11.796000 predicted=18.092662, expected=27.680000 predicted=18.843928, expected=37.864000 predicted=24.970355, expected=26.672000 predicted=26.840438, expected=18.912000 predicted=24.124859, expected=8.132000 predicted=19.584983, expected=38.620000 predicted=27.609655, expected=47.064000 predicted=33.808829, expected=12.328000 predicted=24.315796, expected=3.920000 predicted=15.945862, expected=15.412000 predicted=20.237807, expected=12.764000 predicted=22.777503, expected=12.544000 predicted=16.292413, expected=36.400000 predicted=17.473723, expected=33.860000 predicted=22.543613, expected=19.404000 predicted=21.006852, expected=17.328000 predicted=19.744691, expected=32.652000 predicted=26.590014, expected=12.848000 predicted=25.347894, expected=7.912000 predicted=17.705602, expected=73.080000 predicted=31.828733, expected=7.484000 predicted=27.956938, expected=35.252000 predicted=24.650106, expected=11.768000 predicted=23.132835, expected=12.884000 predicted=24.759696, expected=12.052000 predicted=22.777324, expected=14.656000 predicted=16.517702, expected=27.304000 predicted=19.797908, expected=4.060000 predicted=13.504206, expected=23.196000 predicted=14.827556, expected=24.784000 predicted=19.309499, expected=15.340000 predicted=18.822411, expected=23.784000 predicted=18.655325, expected=32.864000 predicted=22.655434, expected=31.680000 predicted=26.834549, expected=23.956000 predicted=24.737668, expected=16.212000 predicted=22.400180, expected=7.876000 predicted=20.756564, expected=16.784000 predicted=20.789448, expected=28.408000 predicted=22.439312, expected=47.432000 predicted=27.005896, expected=3.608000 predicted=18.923050, expected=14.692000 predicted=16.034402, expected=3.472000 predicted=17.755279, expected=15.420000 predicted=19.475275, expected=10.316000 predicted=15.275554, expected=25.408000 predicted=13.616293, expected=40.704000 predicted=21.231281, expected=25.684000 predicted=21.869288, expected=26.448000 predicted=22.599212, expected=23.848000 predicted=24.906917, expected=26.832000 predicted=28.502666, expected=18.948000 predicted=26.235996, expected=22.896000 predicted=23.541318, expected=26.824000 predicted=24.739439, expected=19.980000 predicted=23.373923, expected=24.856000 predicted=22.875147, expected=23.116000 predicted=23.026404, expected=32.872000 predicted=26.082265, expected=9.488000 predicted=21.757120, expected=20.372000 predicted=20.158076, expected=40.216000 predicted=27.276135, expected=11.092000 predicted=23.645799, expected=15.276000 predicted=18.362187, expected=23.260000 predicted=20.082298, expected=20.652000 predicted=23.311366, expected=3.760000 predicted=16.782419, expected=42.680000 predicted=20.647747, expected=32.144000 predicted=26.507396, expected=36.436000 predicted=27.283537, expected=9.548000 predicted=21.486563, expected=4.996000 predicted=18.674225, expected=15.520000 predicted=22.394851, expected=17.900000 predicted=20.907148, expected=11.164000 predicted=15.446687, expected=16.060000 predicted=12.049471, expected=25.552000 predicted=16.622522, expected=45.040000 predicted=25.250539, expected=10.956000 predicted=20.857737, expected=25.320000 predicted=20.160393, expected=17.664000 predicted=23.284186, expected=32.884000 predicted=27.669910, expected=43.928000 predicted=31.161746, expected=19.048000 predicted=25.233991, expected=35.440000 predicted=27.559677, expected=9.596000 predicted=25.517364, expected=45.080000 predicted=31.736562, expected=9.300000 predicted=26.863433, expected=21.096000 predicted=21.502372, expected=33.648000 predicted=26.034627, expected=35.536000 predicted=28.997863, expected=46.484000 predicted=32.669571, expected=17.436000 predicted=26.610532, expected=33.256000 predicted=29.623526, expected=23.628000 predicted=31.691688, expected=40.284000 predicted=33.949026, expected=15.928000 predicted=28.346869, expected=23.136000 predicted=24.162394, expected=34.416000 predicted=29.026222, expected=28.452000 predicted=29.412263, expected=31.064000 predicted=28.077875, expected=57.852000 predicted=34.484339, expected=10.576000 predicted=30.886197, expected=11.244000 predicted=23.801730, expected=15.332000 predicted=24.166158, expected=29.300000 predicted=28.380845, expected=37.792000 predicted=28.471039, expected=33.076000 predicted=24.198885, expected=23.592000 predicted=24.049740, expected=42.244000 predicted=30.779427, expected=5.728000 predicted=27.766513, expected=40.052000 predicted=29.195826, expected=9.908000 predicted=25.960607, expected=31.592000 predicted=25.296846, expected=36.524000 predicted=28.627131, expected=6.252000 predicted=21.796740, expected=11.508000 predicted=18.403089, expected=18.528000 predicted=19.575469, expected=11.420000 predicted=20.048472, expected=47.108000 predicted=23.363107, expected=59.580000 predicted=31.312592, expected=29.300000 predicted=30.385584, expected=4.756000 predicted=22.433297, expected=12.596000 predicted=24.401614, expected=13.828000 predicted=28.559557, expected=8.348000 predicted=20.880404, expected=46.904000 predicted=21.441314, expected=4.044000 predicted=16.348626, expected=40.556000 predicted=20.062403, expected=4.372000 predicted=19.293715, expected=31.332000 predicted=22.538571, expected=4.480000 predicted=20.877894, expected=36.436000 predicted=21.063201, expected=31.740000 predicted=26.824969, expected=14.628000 predicted=20.428833, expected=4.248000 predicted=16.403469, expected=4.648000 predicted=14.605601, expected=25.240000 predicted=20.912445, expected=26.708000 predicted=20.521802, expected=35.340000 predicted=19.895781, expected=25.632000 predicted=20.459740, expected=35.864000 predicted=25.766872, expected=8.116000 predicted=24.826708, expected=7.696000 predicted=20.046054, expected=16.452000 predicted=20.862946, expected=15.992000 predicted=19.864545, expected=28.008000 predicted=19.476909, expected=15.680000 predicted=15.770291, expected=18.056000 predicted=16.066843, expected=10.568000 predicted=16.522841, expected=13.328000 predicted=16.542456, expected=19.616000 predicted=17.898975, expected=7.600000 predicted=14.187435, expected=44.296000 predicted=20.334520, expected=11.472000 predicted=19.620319, expected=28.000000 predicted=19.173336, expected=13.728000 predicted=20.004114, expected=21.664000 predicted=21.418764, expected=36.792000 predicted=26.965233, expected=37.960000 predicted=27.835295, expected=13.968000 predicted=23.767540, expected=18.296000 predicted=20.792753, expected=4.536000 predicted=21.029733, expected=28.944000 predicted=24.024547, expected=16.872000 Test MSE: 266.127
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739])] predicted=36.561282, expected=24.000000 predicted=36.983801, expected=32.000000 predicted=35.877478, expected=64.000000 predicted=38.679379, expected=28.000000 predicted=38.211389, expected=44.000000 predicted=41.247982, expected=24.000000 predicted=36.281798, expected=36.000000 predicted=36.251406, expected=8.000000 predicted=36.637625, expected=24.000000 predicted=26.393781, expected=8.000000 predicted=25.452367, expected=28.000000 predicted=20.213915, expected=8.000000 predicted=20.480057, expected=16.000000 predicted=14.299939, expected=16.000000 predicted=17.631200, expected=16.000000 predicted=14.100604, expected=44.000000 predicted=21.776452, expected=36.000000 predicted=22.106609, expected=48.000000 predicted=29.069672, expected=20.000000 predicted=30.694814, expected=28.000000 predicted=30.616385, expected=12.000000 predicted=32.252227, expected=28.000000 predicted=27.681054, expected=48.000000 predicted=31.769080, expected=32.000000 predicted=27.553129, expected=48.000000 predicted=33.308923, expected=56.000000 predicted=36.555072, expected=16.000000 predicted=37.544821, expected=20.000000 predicted=37.823922, expected=12.000000 predicted=30.139755, expected=28.000000 predicted=29.182018, expected=36.000000 predicted=29.965580, expected=28.000000 predicted=23.123023, expected=48.000000 predicted=28.897159, expected=12.000000 predicted=27.071720, expected=20.000000 predicted=28.191688, expected=28.000000 predicted=29.133702, expected=52.000000 predicted=29.762815, expected=40.000000 predicted=35.332552, expected=28.000000 predicted=29.719752, expected=20.000000 predicted=31.224103, expected=16.000000 predicted=29.573998, expected=32.000000 predicted=31.853353, expected=32.000000 predicted=28.621640, expected=20.000000 predicted=25.162872, expected=52.000000 predicted=28.484723, expected=36.000000 predicted=30.678003, expected=24.000000 predicted=32.764138, expected=16.000000 predicted=30.953744, expected=16.000000 predicted=25.718974, expected=20.000000 predicted=28.195571, expected=36.000000 predicted=25.109198, expected=36.000000 predicted=25.041831, expected=44.000000 predicted=27.846465, expected=20.000000 predicted=28.728038, expected=24.000000 predicted=29.090579, expected=56.000000 predicted=35.770830, expected=4.000000 predicted=30.892880, expected=12.000000 predicted=27.958927, expected=36.000000 predicted=25.008889, expected=12.000000 predicted=22.431787, expected=20.000000 predicted=26.119381, expected=24.000000 predicted=17.533023, expected=32.000000 predicted=21.178901, expected=36.000000 predicted=27.870688, expected=28.000000 predicted=24.979570, expected=20.000000 predicted=26.598699, expected=20.000000 predicted=26.314650, expected=32.000000 predicted=27.670942, expected=32.000000 predicted=28.389903, expected=16.000000 predicted=25.264842, expected=24.000000 predicted=23.983669, expected=76.000000 predicted=32.052425, expected=24.000000 predicted=34.344438, expected=16.000000 predicted=32.529945, expected=32.000000 predicted=31.182021, expected=40.000000 predicted=32.309316, expected=36.000000 predicted=39.975718, expected=28.000000 predicted=29.905913, expected=120.000000 predicted=43.449006, expected=28.000000 predicted=47.657287, expected=20.000000 predicted=46.563142, expected=28.000000 predicted=45.022636, expected=36.000000 predicted=38.159837, expected=36.000000 predicted=49.441944, expected=48.000000 predicted=32.917142, expected=44.000000 predicted=34.905295, expected=28.000000 predicted=36.483681, expected=20.000000 predicted=35.751196, expected=32.000000 predicted=34.118363, expected=32.000000 predicted=34.125381, expected=60.000000 predicted=36.432323, expected=80.000000 predicted=42.078481, expected=32.000000 predicted=42.144153, expected=48.000000 predicted=47.612012, expected=44.000000 predicted=48.107177, expected=16.000000 predicted=45.895573, expected=56.000000 predicted=48.713456, expected=40.000000 predicted=38.424377, expected=28.000000 predicted=39.113580, expected=20.000000 predicted=35.909453, expected=24.000000 predicted=28.537779, expected=36.000000 predicted=34.836377, expected=24.000000 predicted=29.356314, expected=32.000000 predicted=27.756852, expected=44.000000 predicted=29.647242, expected=56.000000 predicted=35.135843, expected=16.000000 predicted=35.640017, expected=28.000000 predicted=33.134765, expected=60.000000 predicted=38.473131, expected=64.000000 predicted=43.570660, expected=28.000000 predicted=44.338080, expected=92.000000 predicted=47.163883, expected=28.000000 predicted=48.580053, expected=56.000000 predicted=54.520715, expected=48.000000 predicted=55.108503, expected=24.000000 predicted=42.845521, expected=20.000000 predicted=48.819177, expected=48.000000 predicted=35.483652, expected=44.000000 predicted=40.250667, expected=24.000000 predicted=36.289012, expected=32.000000 predicted=32.474918, expected=36.000000 predicted=32.367513, expected=24.000000 predicted=34.960904, expected=32.000000 predicted=33.207806, expected=32.000000 predicted=29.528891, expected=44.000000 predicted=32.923324, expected=32.000000 predicted=34.102375, expected=36.000000 predicted=32.970351, expected=16.000000 predicted=32.330986, expected=16.000000 predicted=28.829988, expected=44.000000 predicted=31.757922, expected=20.000000 predicted=27.067202, expected=48.000000 predicted=30.941673, expected=28.000000 predicted=28.796505, expected=8.000000 predicted=26.152440, expected=56.000000 predicted=34.965539, expected=36.000000 predicted=30.850311, expected=44.000000 predicted=37.793884, expected=40.000000 predicted=36.509945, expected=64.000000 predicted=38.358232, expected=60.000000 predicted=51.003475, expected=52.000000 predicted=49.133592, expected=32.000000 predicted=49.426867, expected=20.000000 predicted=43.794921, expected=44.000000 predicted=45.473242, expected=32.000000 predicted=40.371821, expected=52.000000 predicted=39.608201, expected=40.000000 predicted=37.405414, expected=48.000000 predicted=38.050292, expected=16.000000 predicted=39.794832, expected=44.000000 predicted=37.483567, expected=40.000000 predicted=40.614877, expected=16.000000 predicted=33.859739, expected=4.000000 predicted=30.201686, expected=28.000000 predicted=22.972641, expected=16.000000 predicted=24.728104, expected=16.000000 predicted=21.309513, expected=40.000000 predicted=20.467052, expected=36.000000 predicted=21.834468, expected=44.000000 predicted=30.679858, expected=112.000000 predicted=43.895684, expected=32.000000 predicted=46.052439, expected=12.000000 predicted=47.325914, expected=24.000000 predicted=43.027418, expected=28.000000 predicted=37.733402, expected=48.000000 predicted=47.321288, expected=44.000000 predicted=32.507853, expected=44.000000 predicted=32.781896, expected=72.000000 predicted=43.205554, expected=24.000000 predicted=42.446332, expected=64.000000 predicted=49.649206, expected=32.000000 predicted=46.750650, expected=56.000000 predicted=47.093571, expected=64.000000 predicted=54.601361, expected=44.000000 predicted=45.455646, expected=36.000000 predicted=51.361289, expected=12.000000 predicted=39.449032, expected=40.000000 predicted=41.366704, expected=24.000000 predicted=37.677107, expected=20.000000 predicted=29.858347, expected=8.000000 predicted=24.596453, expected=80.000000 predicted=28.631203, expected=68.000000 predicted=41.040385, expected=20.000000 predicted=37.441560, expected=12.000000 predicted=35.714959, expected=24.000000 predicted=31.504281, expected=80.000000 predicted=47.804980, expected=64.000000 predicted=46.778259, expected=60.000000 predicted=43.549875, expected=64.000000 predicted=50.290349, expected=24.000000 predicted=49.922281, expected=28.000000 predicted=54.336825, expected=32.000000 predicted=45.621733, expected=36.000000 predicted=40.568045, expected=28.000000 predicted=37.394370, expected=60.000000 predicted=34.611655, expected=24.000000 predicted=34.464238, expected=64.000000 predicted=40.524553, expected=48.000000 predicted=43.885443, expected=40.000000 predicted=42.404676, expected=16.000000 predicted=43.873368, expected=48.000000 predicted=37.892905, expected=28.000000 predicted=41.637326, expected=48.000000 predicted=38.471252, expected=36.000000 predicted=37.404804, expected=8.000000 predicted=28.883384, expected=64.000000 predicted=39.691342, expected=24.000000 predicted=33.808551, expected=24.000000 predicted=34.703212, expected=56.000000 predicted=36.624754, expected=52.000000 predicted=35.135017, expected=20.000000 predicted=42.301569, expected=36.000000 predicted=35.354857, expected=68.000000 predicted=40.948489, expected=16.000000 predicted=41.621740, expected=20.000000 predicted=37.351112, expected=60.000000 predicted=35.747199, expected=44.000000 predicted=38.648509, expected=44.000000 predicted=45.005506, expected=20.000000 predicted=33.978665, expected=28.000000 predicted=34.045945, expected=16.000000 predicted=36.192965, expected=60.000000 predicted=35.328620, expected=48.000000 predicted=37.147567, expected=44.000000 predicted=35.566821, expected=24.000000 predicted=37.424829, expected=36.000000 predicted=35.726209, expected=32.000000 predicted=41.416977, expected=32.000000 predicted=36.263056, expected=36.000000 predicted=35.149123, expected=44.000000 predicted=33.339762, expected=52.000000 predicted=38.889722, expected=48.000000 predicted=40.675822, expected=24.000000 predicted=39.162714, expected=24.000000 predicted=37.720633, expected=12.000000 predicted=33.622498, expected=44.000000 predicted=34.373203, expected=72.000000 predicted=38.749404, expected=32.000000 predicted=34.365186, expected=68.000000 predicted=42.726294, expected=32.000000 predicted=41.437101, expected=52.000000 predicted=48.625599, expected=36.000000 predicted=50.998147, expected=44.000000 predicted=42.118884, expected=44.000000 predicted=48.075943, expected=60.000000 predicted=43.622271, expected=76.000000 predicted=52.982984, expected=40.000000 predicted=49.554661, expected=40.000000 predicted=50.716757, expected=24.000000 predicted=46.530835, expected=40.000000 predicted=46.041631, expected=20.000000 predicted=42.068967, expected=48.000000 predicted=35.417676, expected=4.000000 predicted=30.267022, expected=20.000000 predicted=25.046963, expected=52.000000 predicted=31.834457, expected=56.000000 predicted=31.885697, expected=44.000000 predicted=39.734909, expected=36.000000 predicted=34.336196, expected=28.000000 predicted=37.548801, expected=44.000000 predicted=43.272882, expected=28.000000 predicted=40.072135, expected=16.000000 predicted=33.048397, expected=32.000000 predicted=31.148715, expected=44.000000 predicted=31.259724, expected=64.000000 predicted=39.061879, expected=16.000000 predicted=33.810107, expected=24.000000 predicted=31.714883, expected=16.000000 predicted=32.138449, expected=32.000000 predicted=31.781957, expected=16.000000 predicted=30.615941, expected=44.000000 predicted=24.256081, expected=16.000000 predicted=25.104780, expected=20.000000 predicted=22.995290, expected=24.000000 predicted=26.289425, expected=16.000000 predicted=21.146290, expected=48.000000 predicted=29.613683, expected=28.000000 predicted=25.132674, expected=28.000000 predicted=26.989746, expected=80.000000 predicted=37.910511, expected=8.000000 predicted=33.048626, expected=28.000000 predicted=37.729599, expected=44.000000 predicted=35.931667, expected=16.000000 predicted=31.531301, expected=32.000000 predicted=38.621758, expected=40.000000 predicted=26.795714, expected=68.000000 predicted=37.299144, expected=36.000000 predicted=40.813550, expected=4.000000 predicted=31.751340, expected=28.000000 predicted=34.320046, expected=64.000000 predicted=38.859954, expected=48.000000 predicted=42.950990, expected=48.000000 predicted=39.414565, expected=36.000000 predicted=36.586359, expected=44.000000 predicted=42.994797, expected=24.000000 predicted=44.957218, expected=16.000000 predicted=36.092093, expected=20.000000 predicted=32.047714, expected=48.000000 predicted=31.144273, expected=24.000000 predicted=30.283887, expected=36.000000 predicted=28.371548, expected=40.000000 predicted=30.451143, expected=16.000000 predicted=29.192399, expected=20.000000 predicted=31.974122, expected=28.000000 predicted=26.800715, expected=64.000000 predicted=34.007376, expected=56.000000 predicted=38.492643, expected=40.000000 predicted=36.861726, expected=20.000000 predicted=37.346890, expected=8.000000 predicted=34.179561, expected=24.000000 predicted=36.207159, expected=16.000000 predicted=28.362067, expected=8.000000 predicted=20.308638, expected=40.000000 predicted=20.127436, expected=36.000000 predicted=21.236056, expected=44.000000 predicted=28.498757, expected=48.000000 predicted=32.427256, expected=12.000000 predicted=29.331045, expected=20.000000 predicted=33.451711, expected=80.000000 predicted=40.204634, expected=40.000000 predicted=40.398631, expected=20.000000 predicted=38.285774, expected=20.000000 predicted=31.432938, expected=44.000000 predicted=34.726028, expected=16.000000 predicted=38.716008, expected=20.000000 predicted=27.706763, expected=36.000000 predicted=26.188406, expected=8.000000 predicted=22.532157, expected=24.000000 predicted=26.273844, expected=12.000000 predicted=19.034232, expected=16.000000 predicted=18.559046, expected=60.000000 predicted=27.800921, expected=4.000000 predicted=19.369575, expected=16.000000 predicted=22.691935, expected=36.000000 predicted=23.859497, expected=68.000000 predicted=31.371994, expected=24.000000 predicted=36.937633, expected=16.000000 predicted=26.669257, expected=36.000000 predicted=32.152770, expected=44.000000 predicted=35.873230, expected=28.000000 predicted=37.862666, expected=20.000000 predicted=28.386735, expected=16.000000 predicted=25.877384, expected=24.000000 predicted=27.794997, expected=40.000000 predicted=29.545056, expected=12.000000 predicted=23.327278, expected=24.000000 predicted=23.015067, expected=28.000000 predicted=23.773894, expected=36.000000 predicted=26.538447, expected=20.000000 predicted=27.768896, expected=12.000000 predicted=21.446351, expected=20.000000 predicted=23.403202, expected=24.000000 predicted=23.002105, expected=68.000000 predicted=30.985765, expected=40.000000 predicted=30.444130, expected=32.000000 predicted=32.036410, expected=20.000000 predicted=33.968233, expected=16.000000 predicted=31.502396, expected=8.000000 predicted=32.111700, expected=16.000000 predicted=22.521266, expected=80.000000 predicted=29.973266, expected=16.000000 predicted=25.138945, expected=16.000000 predicted=25.507344, expected=48.000000 predicted=30.905508, expected=20.000000 predicted=29.306318, expected=16.000000 predicted=35.885605, expected=32.000000 predicted=24.960833, expected=60.000000 predicted=30.635878, expected=20.000000 predicted=33.323610, expected=28.000000 predicted=29.740581, expected=40.000000 predicted=32.240506, expected=20.000000 predicted=31.693410, expected=24.000000 predicted=34.149709, expected=36.000000 predicted=27.821446, expected=8.000000 predicted=25.059509, expected=64.000000 predicted=33.575056, expected=24.000000 predicted=28.484508, expected=12.000000 predicted=27.441838, expected=12.000000 predicted=27.774689, expected=4.000000 predicted=18.091989, expected=32.000000 predicted=26.992322, expected=20.000000 predicted=17.575060, expected=16.000000 predicted=15.865064, expected=20.000000 predicted=17.750389, expected=28.000000 predicted=18.718701, expected=24.000000 predicted=23.776298, expected=48.000000 predicted=26.306747, expected=8.000000 predicted=23.296655, expected=40.000000 predicted=28.028098, expected=4.000000 predicted=25.326153, expected=52.000000 predicted=28.530197, expected=40.000000 predicted=33.633398, expected=12.000000 predicted=24.199741, expected=12.000000 predicted=28.662932, expected=28.000000 predicted=22.799437, expected=44.000000 predicted=31.949772, expected=36.000000 predicted=29.556407, expected=4.000000 predicted=22.330248, expected=8.000000 predicted=21.725568, expected=40.000000 predicted=26.545787, expected=44.000000 predicted=29.415727, expected=36.000000 predicted=28.828754, expected=20.000000 predicted=24.844641, expected=48.000000 predicted=31.676407, expected=44.000000 predicted=38.380586, expected=16.000000 predicted=34.669214, expected=20.000000 predicted=31.801784, expected=60.000000 predicted=34.005449, expected=44.000000 predicted=38.173371, expected=36.000000 predicted=37.483983, expected=48.000000 predicted=37.453181, expected=12.000000 predicted=34.770091, expected=36.000000 Test MSE: 362.613
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095])] predicted=22.272840, expected=20.000000 predicted=25.325050, expected=16.000000 predicted=24.759311, expected=12.000000 predicted=17.067864, expected=32.000000 predicted=19.271479, expected=40.000000 predicted=22.659541, expected=32.000000 predicted=25.423057, expected=16.000000 predicted=22.210437, expected=24.000000 predicted=24.366564, expected=12.000000 predicted=25.021600, expected=56.000000 predicted=34.999245, expected=8.000000 predicted=22.363239, expected=16.000000 predicted=21.938788, expected=24.000000 predicted=22.142402, expected=48.000000 predicted=29.077155, expected=8.000000 predicted=27.069165, expected=28.000000 predicted=21.693149, expected=24.000000 predicted=22.742156, expected=8.000000 predicted=22.636606, expected=44.000000 predicted=30.880156, expected=36.000000 predicted=23.281734, expected=28.000000 predicted=28.476210, expected=12.000000 predicted=22.962603, expected=28.000000 predicted=24.810380, expected=24.000000 predicted=29.788865, expected=56.000000 predicted=34.526816, expected=20.000000 predicted=25.962973, expected=28.000000 predicted=26.881609, expected=12.000000 predicted=25.524744, expected=20.000000 predicted=26.871253, expected=20.000000 predicted=28.581142, expected=44.000000 predicted=26.027993, expected=24.000000 predicted=24.251533, expected=28.000000 predicted=23.742641, expected=36.000000 predicted=27.883379, expected=44.000000 predicted=32.695911, expected=16.000000 predicted=31.390903, expected=4.000000 predicted=23.182294, expected=36.000000 predicted=28.705146, expected=20.000000 predicted=26.500268, expected=32.000000 predicted=28.661583, expected=8.000000 predicted=16.785396, expected=20.000000 predicted=18.934235, expected=4.000000 predicted=19.796049, expected=8.000000 predicted=15.823231, expected=44.000000 predicted=23.170156, expected=16.000000 predicted=15.066778, expected=40.000000 predicted=23.845985, expected=32.000000 predicted=21.322365, expected=4.000000 predicted=20.770056, expected=4.000000 predicted=23.696274, expected=20.000000 predicted=19.372167, expected=12.000000 predicted=20.788614, expected=48.000000 predicted=24.507645, expected=8.000000 predicted=12.566331, expected=36.000000 predicted=21.454028, expected=16.000000 predicted=21.009618, expected=8.000000 predicted=20.082047, expected=16.000000 predicted=23.932906, expected=48.000000 predicted=23.359466, expected=28.000000 predicted=26.487634, expected=28.000000 predicted=23.362957, expected=52.000000 predicted=28.963609, expected=44.000000 predicted=34.506517, expected=8.000000 predicted=33.568028, expected=36.000000 predicted=32.679267, expected=20.000000 predicted=29.499096, expected=36.000000 predicted=36.372662, expected=28.000000 predicted=29.672001, expected=28.000000 predicted=24.415513, expected=12.000000 predicted=25.978528, expected=12.000000 predicted=21.625540, expected=32.000000 predicted=26.874600, expected=16.000000 predicted=21.547360, expected=44.000000 predicted=26.738746, expected=44.000000 predicted=25.832485, expected=40.000000 predicted=30.182834, expected=16.000000 predicted=29.796479, expected=16.000000 predicted=26.643542, expected=28.000000 predicted=32.733572, expected=4.000000 predicted=25.081288, expected=16.000000 predicted=22.303499, expected=28.000000 predicted=18.394079, expected=16.000000 predicted=17.775719, expected=16.000000 predicted=18.902516, expected=12.000000 predicted=13.309390, expected=24.000000 predicted=19.180314, expected=32.000000 predicted=23.082805, expected=44.000000 predicted=25.156538, expected=60.000000 predicted=32.363812, expected=28.000000 predicted=29.784247, expected=4.000000 predicted=28.025711, expected=20.000000 predicted=30.222953, expected=20.000000 predicted=30.555659, expected=8.000000 predicted=26.507744, expected=16.000000 predicted=17.287448, expected=4.000000 predicted=9.893006, expected=24.000000 predicted=17.257556, expected=4.000000 predicted=12.036522, expected=44.000000 predicted=19.180597, expected=16.000000 predicted=16.663310, expected=28.000000 predicted=19.627367, expected=4.000000 predicted=17.866274, expected=32.000000 predicted=20.997779, expected=4.000000 predicted=21.804857, expected=20.000000 predicted=17.964135, expected=24.000000 predicted=19.841394, expected=20.000000 predicted=16.300459, expected=20.000000 predicted=21.269307, expected=16.000000 predicted=15.438144, expected=16.000000 predicted=19.089671, expected=16.000000 predicted=18.977693, expected=4.000000 predicted=14.641039, expected=44.000000 predicted=22.170513, expected=32.000000 predicted=21.508928, expected=44.000000 predicted=27.089507, expected=44.000000 predicted=29.761779, expected=12.000000 predicted=24.996079, expected=8.000000 predicted=29.760680, expected=44.000000 predicted=32.309980, expected=28.000000 predicted=31.752683, expected=20.000000 predicted=27.869362, expected=24.000000 predicted=20.980424, expected=48.000000 predicted=28.420386, expected=12.000000 predicted=29.146298, expected=4.000000 predicted=21.553516, expected=16.000000 predicted=19.777916, expected=12.000000 predicted=19.288452, expected=12.000000 predicted=20.642641, expected=40.000000 predicted=18.070180, expected=12.000000 predicted=13.742371, expected=8.000000 predicted=15.916138, expected=8.000000 predicted=13.675610, expected=36.000000 predicted=20.519546, expected=32.000000 predicted=25.658487, expected=28.000000 predicted=20.437807, expected=36.000000 predicted=23.599773, expected=16.000000 predicted=22.494553, expected=12.000000 predicted=26.419835, expected=8.000000 predicted=21.516887, expected=20.000000 predicted=21.215800, expected=16.000000 predicted=19.940519, expected=44.000000 predicted=21.869039, expected=20.000000 predicted=18.566841, expected=20.000000 predicted=19.732480, expected=24.000000 predicted=23.117115, expected=36.000000 predicted=26.548109, expected=16.000000 predicted=27.583158, expected=52.000000 predicted=29.870254, expected=28.000000 predicted=27.527147, expected=24.000000 predicted=28.990074, expected=8.000000 predicted=25.948650, expected=28.000000 predicted=25.138150, expected=4.000000 predicted=25.293129, expected=28.000000 predicted=22.246904, expected=24.000000 predicted=20.152781, expected=16.000000 predicted=16.624141, expected=8.000000 predicted=18.080375, expected=12.000000 predicted=13.381403, expected=12.000000 predicted=17.597512, expected=12.000000 predicted=15.119551, expected=32.000000 predicted=17.287951, expected=64.000000 predicted=26.008525, expected=32.000000 predicted=25.754636, expected=28.000000 predicted=27.532256, expected=24.000000 predicted=28.010606, expected=32.000000 predicted=34.622299, expected=44.000000 predicted=41.776265, expected=24.000000 predicted=30.042795, expected=12.000000 predicted=25.677693, expected=32.000000 predicted=27.888228, expected=12.000000 predicted=25.052951, expected=28.000000 predicted=28.394019, expected=8.000000 predicted=18.316723, expected=40.000000 predicted=22.975116, expected=16.000000 predicted=22.874486, expected=8.000000 predicted=16.804078, expected=32.000000 predicted=23.704213, expected=20.000000 predicted=18.872234, expected=24.000000 predicted=25.766883, expected=28.000000 predicted=21.184061, expected=20.000000 predicted=19.979165, expected=28.000000 predicted=26.526320, expected=32.000000 predicted=25.304818, expected=12.000000 predicted=22.658658, expected=32.000000 predicted=26.497007, expected=32.000000 predicted=25.681436, expected=20.000000 predicted=25.775863, expected=60.000000 predicted=34.619463, expected=64.000000 predicted=36.405211, expected=24.000000 predicted=36.405461, expected=24.000000 predicted=35.158459, expected=12.000000 predicted=29.273972, expected=8.000000 predicted=33.188327, expected=16.000000 predicted=28.770864, expected=72.000000 predicted=31.417086, expected=36.000000 predicted=28.276370, expected=20.000000 predicted=24.718671, expected=32.000000 predicted=27.161701, expected=44.000000 predicted=34.614288, expected=56.000000 predicted=49.002517, expected=28.000000 predicted=34.898529, expected=32.000000 predicted=33.068790, expected=16.000000 predicted=31.832578, expected=20.000000 predicted=32.964028, expected=16.000000 predicted=30.192034, expected=20.000000 predicted=22.656154, expected=16.000000 predicted=21.019545, expected=20.000000 predicted=18.006703, expected=24.000000 predicted=19.915947, expected=8.000000 predicted=15.949268, expected=12.000000 predicted=16.584826, expected=36.000000 predicted=20.826777, expected=20.000000 predicted=19.892177, expected=76.000000 predicted=34.652826, expected=24.000000 predicted=25.402028, expected=28.000000 predicted=29.895846, expected=4.000000 predicted=28.092760, expected=32.000000 predicted=29.673112, expected=36.000000 predicted=39.391350, expected=40.000000 predicted=28.652625, expected=88.000000 predicted=42.803119, expected=24.000000 predicted=31.196491, expected=20.000000 predicted=36.728701, expected=28.000000 predicted=36.761588, expected=20.000000 predicted=35.763500, expected=24.000000 predicted=40.376817, expected=28.000000 predicted=24.359657, expected=36.000000 predicted=26.538648, expected=12.000000 predicted=23.522153, expected=24.000000 predicted=23.432092, expected=28.000000 predicted=25.241396, expected=56.000000 predicted=33.776956, expected=36.000000 predicted=33.002704, expected=60.000000 predicted=35.882635, expected=32.000000 predicted=36.080844, expected=8.000000 predicted=32.116770, expected=32.000000 predicted=38.823360, expected=36.000000 predicted=34.677017, expected=12.000000 predicted=32.295410, expected=44.000000 predicted=29.914086, expected=48.000000 predicted=28.967911, expected=40.000000 predicted=35.967983, expected=24.000000 predicted=32.855551, expected=24.000000 predicted=28.032530, expected=12.000000 predicted=31.011203, expected=8.000000 predicted=26.773552, expected=28.000000 predicted=25.663991, expected=12.000000 predicted=18.102277, expected=64.000000 predicted=29.843336, expected=32.000000 predicted=24.777507, expected=4.000000 predicted=20.165042, expected=16.000000 predicted=24.174123, expected=40.000000 predicted=27.222121, expected=44.000000 predicted=39.438021, expected=40.000000 predicted=31.172975, expected=28.000000 predicted=24.884124, expected=24.000000 predicted=28.621176, expected=16.000000 predicted=30.999469, expected=28.000000 predicted=31.814729, expected=40.000000 predicted=32.268411, expected=28.000000 predicted=27.666969, expected=36.000000 predicted=28.927474, expected=12.000000 predicted=23.018596, expected=4.000000 predicted=22.545439, expected=12.000000 predicted=23.000907, expected=16.000000 predicted=19.323691, expected=16.000000 predicted=18.983935, expected=32.000000 predicted=16.996661, expected=8.000000 predicted=12.168739, expected=24.000000 predicted=17.957666, expected=24.000000 predicted=19.618761, expected=8.000000 predicted=17.190069, expected=20.000000 predicted=21.039010, expected=20.000000 predicted=16.185819, expected=16.000000 predicted=19.306963, expected=16.000000 predicted=17.960387, expected=32.000000 predicted=18.818723, expected=12.000000 predicted=18.498161, expected=4.000000 predicted=15.533599, expected=12.000000 predicted=14.616317, expected=20.000000 predicted=16.615575, expected=32.000000 predicted=22.500013, expected=32.000000 predicted=19.444308, expected=28.000000 predicted=19.693054, expected=12.000000 predicted=19.520951, expected=16.000000 predicted=21.779880, expected=28.000000 predicted=26.105094, expected=44.000000 predicted=29.994103, expected=36.000000 predicted=28.650900, expected=16.000000 predicted=22.041433, expected=44.000000 predicted=30.082993, expected=8.000000 predicted=26.301222, expected=24.000000 predicted=30.662708, expected=44.000000 predicted=31.205124, expected=60.000000 predicted=34.355573, expected=32.000000 predicted=36.189649, expected=24.000000 predicted=27.208171, expected=36.000000 predicted=34.420714, expected=16.000000 predicted=34.286332, expected=24.000000 predicted=35.254932, expected=12.000000 predicted=23.284168, expected=8.000000 predicted=19.149935, expected=72.000000 predicted=34.880226, expected=16.000000 predicted=22.415147, expected=52.000000 predicted=32.790652, expected=40.000000 predicted=30.007507, expected=4.000000 predicted=26.138552, expected=20.000000 predicted=36.993481, expected=12.000000 predicted=21.135790, expected=4.000000 predicted=24.595177, expected=32.000000 predicted=23.032845, expected=40.000000 predicted=19.460427, expected=12.000000 predicted=19.466980, expected=12.000000 predicted=16.368015, expected=12.000000 predicted=15.133189, expected=8.000000 predicted=20.066617, expected=4.000000 predicted=16.882060, expected=4.000000 predicted=8.385293, expected=28.000000 predicted=13.579158, expected=8.000000 predicted=10.622969, expected=24.000000 predicted=13.665612, expected=28.000000 predicted=15.288429, expected=16.000000 predicted=16.203073, expected=44.000000 predicted=27.446332, expected=12.000000 predicted=18.622270, expected=48.000000 predicted=30.844104, expected=24.000000 predicted=27.396766, expected=28.000000 predicted=27.613507, expected=28.000000 predicted=31.347430, expected=16.000000 predicted=23.196899, expected=28.000000 predicted=31.087885, expected=48.000000 predicted=30.390593, expected=40.000000 predicted=32.527503, expected=16.000000 predicted=27.493050, expected=20.000000 predicted=24.689248, expected=56.000000 predicted=36.310959, expected=8.000000 predicted=31.359851, expected=16.000000 predicted=26.919007, expected=28.000000 predicted=22.225512, expected=20.000000 predicted=24.230081, expected=24.000000 predicted=29.426130, expected=12.000000 predicted=15.593139, expected=20.000000 predicted=19.543559, expected=16.000000 predicted=20.360106, expected=12.000000 predicted=17.250587, expected=40.000000 predicted=23.319744, expected=68.000000 predicted=31.093107, expected=8.000000 predicted=24.411122, expected=16.000000 predicted=23.713690, expected=52.000000 predicted=31.082834, expected=20.000000 predicted=33.919035, expected=44.000000 predicted=40.876565, expected=36.000000 predicted=26.274221, expected=28.000000 predicted=30.623431, expected=24.000000 predicted=34.807914, expected=20.000000 predicted=26.400608, expected=20.000000 predicted=29.717012, expected=44.000000 predicted=31.566266, expected=48.000000 predicted=32.536872, expected=16.000000 predicted=26.789058, expected=24.000000 predicted=26.633919, expected=16.000000 predicted=24.888654, expected=24.000000 predicted=30.790261, expected=28.000000 predicted=29.042889, expected=12.000000 predicted=18.665093, expected=36.000000 predicted=24.910392, expected=16.000000 predicted=20.137987, expected=24.000000 predicted=24.072537, expected=8.000000 predicted=19.449997, expected=12.000000 predicted=16.822905, expected=72.000000 predicted=34.058659, expected=24.000000 predicted=24.667809, expected=28.000000 predicted=28.243046, expected=12.000000 predicted=20.242881, expected=12.000000 predicted=23.973685, expected=36.000000 predicted=36.500995, expected=48.000000 predicted=29.169009, expected=24.000000 predicted=26.730978, expected=20.000000 predicted=22.538249, expected=32.000000 predicted=26.365175, expected=28.000000 predicted=32.010913, expected=20.000000 predicted=30.415604, expected=36.000000 predicted=27.150850, expected=24.000000 predicted=25.409962, expected=60.000000 predicted=36.676673, expected=24.000000 predicted=30.037641, expected=16.000000 predicted=27.717542, expected=20.000000 predicted=28.546021, expected=48.000000 predicted=33.512130, expected=24.000000 predicted=34.926412, expected=24.000000 predicted=25.708432, expected=28.000000 predicted=24.660739, expected=24.000000 predicted=26.938655, expected=16.000000 predicted=28.792437, expected=16.000000 predicted=21.458058, expected=20.000000 predicted=21.522199, expected=24.000000 predicted=22.645619, expected=36.000000 predicted=24.411956, expected=36.000000 predicted=24.758285, expected=40.000000 predicted=28.365410, expected=24.000000 predicted=27.718635, expected=12.000000 predicted=26.137352, expected=8.000000 predicted=24.978559, expected=36.000000 predicted=28.783316, expected=32.000000 predicted=28.207901, expected=12.000000 predicted=20.332753, expected=28.000000 predicted=20.364018, expected=28.000000 predicted=22.198098, expected=8.000000 predicted=24.185698, expected=16.000000 predicted=21.387110, expected=24.000000 predicted=18.690139, expected=24.000000 Test MSE: 239.691
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851])] predicted=31.434590, expected=12.000000 predicted=21.110022, expected=52.000000 predicted=35.619326, expected=40.000000 predicted=30.049500, expected=32.000000 predicted=29.325611, expected=32.000000 predicted=31.529643, expected=32.000000 predicted=31.488338, expected=24.000000 predicted=34.116089, expected=16.000000 predicted=27.773854, expected=40.000000 predicted=30.203268, expected=20.000000 predicted=26.483310, expected=4.000000 predicted=20.443415, expected=8.000000 predicted=17.576645, expected=8.000000 predicted=13.492322, expected=8.000000 predicted=13.936045, expected=36.000000 predicted=17.017823, expected=52.000000 predicted=23.498567, expected=12.000000 predicted=20.135943, expected=16.000000 predicted=21.393582, expected=36.000000 predicted=26.639460, expected=20.000000 predicted=26.367961, expected=8.000000 predicted=23.480979, expected=48.000000 predicted=26.085516, expected=32.000000 predicted=26.388539, expected=20.000000 predicted=27.037342, expected=8.000000 predicted=21.901952, expected=32.000000 predicted=23.275307, expected=24.000000 predicted=27.194289, expected=44.000000 predicted=28.940642, expected=72.000000 predicted=39.152553, expected=28.000000 predicted=33.249545, expected=24.000000 predicted=36.310066, expected=4.000000 predicted=28.333796, expected=40.000000 predicted=33.610532, expected=32.000000 predicted=35.020386, expected=36.000000 predicted=28.237346, expected=16.000000 predicted=25.588789, expected=32.000000 predicted=25.403906, expected=16.000000 predicted=27.503012, expected=20.000000 predicted=23.942826, expected=28.000000 predicted=26.017468, expected=28.000000 predicted=22.923513, expected=24.000000 predicted=25.261529, expected=24.000000 predicted=23.245802, expected=32.000000 predicted=26.261631, expected=20.000000 predicted=25.179586, expected=28.000000 predicted=26.215778, expected=40.000000 predicted=29.505525, expected=8.000000 predicted=22.786086, expected=52.000000 predicted=32.816311, expected=28.000000 predicted=29.277955, expected=16.000000 predicted=26.127449, expected=48.000000 predicted=35.452038, expected=16.000000 predicted=24.652066, expected=28.000000 predicted=31.575377, expected=32.000000 predicted=29.135801, expected=32.000000 predicted=27.329683, expected=20.000000 predicted=29.708933, expected=28.000000 predicted=25.573201, expected=24.000000 predicted=26.653308, expected=28.000000 predicted=27.133437, expected=24.000000 predicted=26.284507, expected=52.000000 predicted=31.387040, expected=36.000000 predicted=32.910329, expected=44.000000 predicted=35.549543, expected=32.000000 predicted=36.078662, expected=32.000000 predicted=34.602664, expected=8.000000 predicted=31.638346, expected=40.000000 predicted=31.918984, expected=12.000000 predicted=26.808761, expected=40.000000 predicted=28.100203, expected=24.000000 predicted=27.429486, expected=16.000000 predicted=20.648737, expected=28.000000 predicted=28.043710, expected=24.000000 predicted=22.535676, expected=12.000000 predicted=23.176149, expected=76.000000 predicted=35.126376, expected=36.000000 predicted=32.597595, expected=60.000000 predicted=41.642863, expected=60.000000 predicted=47.796439, expected=20.000000 predicted=38.459383, expected=36.000000 predicted=48.052034, expected=60.000000 predicted=45.344481, expected=32.000000 predicted=43.437807, expected=16.000000 predicted=37.049340, expected=12.000000 predicted=26.297040, expected=16.000000 predicted=25.304394, expected=8.000000 predicted=23.002778, expected=32.000000 predicted=21.183515, expected=40.000000 predicted=23.238092, expected=48.000000 predicted=28.722132, expected=44.000000 predicted=33.832915, expected=84.000000 predicted=46.814479, expected=36.000000 predicted=46.656160, expected=32.000000 predicted=44.998631, expected=36.000000 predicted=45.178042, expected=4.000000 predicted=32.256400, expected=8.000000 predicted=31.566097, expected=24.000000 predicted=22.686984, expected=32.000000 predicted=23.334705, expected=56.000000 predicted=32.536059, expected=28.000000 predicted=26.543311, expected=24.000000 predicted=27.352194, expected=24.000000 predicted=29.516164, expected=36.000000 predicted=31.828148, expected=20.000000 predicted=31.371813, expected=12.000000 predicted=22.490674, expected=28.000000 predicted=23.991382, expected=12.000000 predicted=19.920617, expected=44.000000 predicted=28.162033, expected=4.000000 predicted=19.029256, expected=60.000000 predicted=29.194393, expected=36.000000 predicted=33.172423, expected=40.000000 predicted=32.098136, expected=12.000000 predicted=32.699233, expected=16.000000 predicted=22.697366, expected=36.000000 predicted=34.025554, expected=24.000000 predicted=26.753640, expected=28.000000 predicted=27.601303, expected=60.000000 predicted=33.000883, expected=32.000000 predicted=32.472870, expected=24.000000 predicted=33.457154, expected=44.000000 predicted=35.786196, expected=20.000000 predicted=31.152366, expected=32.000000 predicted=35.835831, expected=20.000000 predicted=27.965895, expected=32.000000 predicted=27.558876, expected=40.000000 predicted=33.581996, expected=52.000000 predicted=34.745040, expected=40.000000 predicted=37.840105, expected=44.000000 predicted=38.332054, expected=40.000000 predicted=40.803955, expected=52.000000 predicted=44.719590, expected=40.000000 predicted=44.936709, expected=20.000000 predicted=36.678137, expected=24.000000 predicted=34.509457, expected=4.000000 predicted=25.366447, expected=24.000000 predicted=26.315921, expected=20.000000 predicted=22.575798, expected=24.000000 predicted=19.673370, expected=36.000000 predicted=24.957619, expected=64.000000 predicted=32.665889, expected=68.000000 predicted=44.808799, expected=72.000000 predicted=52.115263, expected=36.000000 predicted=48.667767, expected=24.000000 predicted=44.143579, expected=28.000000 predicted=44.038309, expected=24.000000 predicted=38.128743, expected=36.000000 predicted=37.823195, expected=32.000000 predicted=31.146726, expected=16.000000 predicted=25.110560, expected=48.000000 predicted=32.678271, expected=48.000000 predicted=35.897367, expected=24.000000 predicted=33.534792, expected=32.000000 predicted=33.675889, expected=40.000000 predicted=33.343032, expected=20.000000 predicted=33.139600, expected=28.000000 predicted=32.199166, expected=24.000000 predicted=26.741760, expected=4.000000 predicted=20.982171, expected=8.000000 predicted=18.949607, expected=8.000000 predicted=13.061226, expected=12.000000 predicted=13.384615, expected=24.000000 predicted=15.846005, expected=12.000000 predicted=11.738639, expected=16.000000 predicted=13.704514, expected=16.000000 predicted=14.539477, expected=40.000000 predicted=22.034344, expected=48.000000 predicted=30.615589, expected=28.000000 predicted=27.869687, expected=4.000000 predicted=22.331525, expected=48.000000 predicted=30.585024, expected=28.000000 predicted=31.734845, expected=16.000000 predicted=27.996266, expected=52.000000 predicted=33.423058, expected=24.000000 predicted=26.276803, expected=12.000000 predicted=28.520097, expected=20.000000 predicted=24.426968, expected=32.000000 predicted=24.176880, expected=48.000000 predicted=35.240406, expected=16.000000 predicted=25.671306, expected=12.000000 predicted=21.187990, expected=20.000000 predicted=22.488916, expected=24.000000 predicted=23.669326, expected=52.000000 predicted=33.527428, expected=32.000000 predicted=28.146875, expected=32.000000 predicted=29.169395, expected=16.000000 predicted=27.144153, expected=44.000000 predicted=32.573890, expected=44.000000 predicted=38.810163, expected=40.000000 predicted=35.940632, expected=16.000000 predicted=30.890956, expected=4.000000 predicted=21.920767, expected=24.000000 predicted=26.729698, expected=28.000000 predicted=26.109174, expected=8.000000 predicted=19.693410, expected=40.000000 predicted=23.130797, expected=48.000000 predicted=27.982335, expected=20.000000 predicted=27.476082, expected=28.000000 predicted=29.507879, expected=72.000000 predicted=39.081719, expected=16.000000 predicted=34.815832, expected=60.000000 predicted=44.582028, expected=44.000000 predicted=40.483108, expected=20.000000 predicted=35.213129, expected=16.000000 predicted=37.326116, expected=20.000000 predicted=24.573562, expected=264.000000 predicted=95.860235, expected=48.000000 predicted=73.104838, expected=28.000000 predicted=64.674310, expected=32.000000 predicted=66.915114, expected=36.000000 predicted=61.256841, expected=32.000000 predicted=78.418709, expected=20.000000 predicted=31.441030, expected=32.000000 predicted=29.977711, expected=12.000000 predicted=25.258442, expected=24.000000 predicted=25.382878, expected=52.000000 predicted=31.546369, expected=20.000000 predicted=25.780851, expected=48.000000 predicted=33.761120, expected=56.000000 predicted=37.937106, expected=28.000000 predicted=36.390303, expected=24.000000 predicted=37.145336, expected=52.000000 predicted=38.799393, expected=92.000000 predicted=54.479548, expected=40.000000 predicted=48.674829, expected=36.000000 predicted=45.082067, expected=40.000000 predicted=46.282271, expected=36.000000 predicted=46.112235, expected=20.000000 predicted=41.645193, expected=48.000000 predicted=37.896478, expected=68.000000 predicted=44.314713, expected=24.000000 predicted=37.714101, expected=68.000000 predicted=47.622419, expected=60.000000 predicted=49.083088, expected=32.000000 predicted=47.304135, expected=16.000000 predicted=42.667444, expected=32.000000 predicted=36.397237, expected=36.000000 predicted=39.321844, expected=64.000000 predicted=43.192690, expected=24.000000 predicted=33.608664, expected=20.000000 predicted=30.523542, expected=40.000000 predicted=36.396751, expected=16.000000 predicted=29.981553, expected=60.000000 predicted=40.531331, expected=36.000000 predicted=33.391426, expected=52.000000 predicted=38.680594, expected=84.000000 predicted=53.152518, expected=44.000000 predicted=47.656276, expected=16.000000 predicted=45.780614, expected=20.000000 predicted=38.941907, expected=12.000000 predicted=33.120492, expected=28.000000 predicted=33.275653, expected=24.000000 predicted=24.361839, expected=20.000000 predicted=19.942502, expected=44.000000 predicted=27.273988, expected=20.000000 predicted=23.853242, expected=28.000000 predicted=27.550569, expected=36.000000 predicted=29.627743, expected=36.000000 predicted=30.671849, expected=60.000000 predicted=40.680017, expected=56.000000 predicted=41.650667, expected=44.000000 predicted=43.733911, expected=56.000000 predicted=49.273568, expected=20.000000 predicted=41.667648, expected=32.000000 predicted=42.764753, expected=32.000000 predicted=38.711860, expected=68.000000 predicted=44.573293, expected=12.000000 predicted=34.764277, expected=32.000000 predicted=32.458916, expected=8.000000 predicted=27.793679, expected=32.000000 predicted=29.162123, expected=24.000000 predicted=29.690460, expected=24.000000 predicted=21.712923, expected=44.000000 predicted=29.929649, expected=20.000000 predicted=24.396422, expected=32.000000 predicted=29.756355, expected=20.000000 predicted=26.483707, expected=32.000000 predicted=28.310486, expected=16.000000 predicted=26.377083, expected=36.000000 predicted=26.709259, expected=28.000000 predicted=27.711114, expected=52.000000 predicted=32.912310, expected=40.000000 predicted=35.500128, expected=20.000000 predicted=30.365749, expected=24.000000 predicted=32.254437, expected=40.000000 predicted=33.775512, expected=24.000000 predicted=32.179879, expected=44.000000 predicted=33.803562, expected=52.000000 predicted=36.339524, expected=48.000000 predicted=39.680511, expected=12.000000 predicted=34.398597, expected=12.000000 predicted=28.834831, expected=24.000000 predicted=30.155651, expected=4.000000 predicted=22.094979, expected=24.000000 predicted=21.463126, expected=16.000000 predicted=15.450035, expected=44.000000 predicted=23.089341, expected=32.000000 predicted=25.877733, expected=28.000000 predicted=24.906213, expected=8.000000 predicted=23.540584, expected=24.000000 predicted=24.041085, expected=20.000000 predicted=25.146379, expected=48.000000 predicted=29.087560, expected=12.000000 predicted=22.869783, expected=12.000000 predicted=19.130568, expected=12.000000 predicted=20.125286, expected=24.000000 predicted=20.399715, expected=28.000000 predicted=23.969489, expected=48.000000 predicted=25.924819, expected=48.000000 predicted=31.592816, expected=24.000000 predicted=29.951137, expected=48.000000 predicted=37.970359, expected=28.000000 predicted=35.761269, expected=16.000000 predicted=32.549345, expected=12.000000 predicted=27.446415, expected=36.000000 predicted=27.246946, expected=8.000000 predicted=22.933673, expected=32.000000 predicted=23.253922, expected=24.000000 predicted=22.019161, expected=16.000000 predicted=19.881819, expected=44.000000 predicted=29.405227, expected=12.000000 predicted=21.028856, expected=8.000000 predicted=20.789519, expected=28.000000 predicted=22.647366, expected=12.000000 predicted=18.060658, expected=56.000000 predicted=30.702927, expected=4.000000 predicted=18.927024, expected=12.000000 predicted=18.313002, expected=24.000000 predicted=22.903035, expected=52.000000 predicted=28.260701, expected=40.000000 predicted=33.876115, expected=52.000000 predicted=33.530879, expected=36.000000 predicted=36.262304, expected=12.000000 predicted=32.314367, expected=60.000000 predicted=43.817706, expected=28.000000 predicted=36.705849, expected=32.000000 predicted=36.262168, expected=52.000000 predicted=39.044988, expected=20.000000 predicted=31.461901, expected=16.000000 predicted=32.924794, expected=4.000000 predicted=22.296516, expected=28.000000 predicted=24.451184, expected=8.000000 predicted=20.275901, expected=20.000000 predicted=16.339614, expected=28.000000 predicted=18.895867, expected=60.000000 predicted=28.436698, expected=92.000000 predicted=47.244478, expected=68.000000 predicted=50.247596, expected=60.000000 predicted=56.194116, expected=44.000000 predicted=56.211356, expected=44.000000 predicted=57.639859, expected=40.000000 predicted=55.462259, expected=24.000000 predicted=43.280431, expected=28.000000 predicted=38.040367, expected=28.000000 predicted=33.276296, expected=24.000000 predicted=30.065576, expected=4.000000 predicted=21.957674, expected=4.000000 predicted=15.902542, expected=20.000000 predicted=17.498703, expected=16.000000 predicted=15.845539, expected=32.000000 predicted=19.226017, expected=36.000000 predicted=21.625069, expected=36.000000 predicted=25.879017, expected=28.000000 predicted=28.488112, expected=20.000000 predicted=26.540624, expected=4.000000 predicted=22.387191, expected=40.000000 predicted=28.172805, expected=12.000000 predicted=22.084390, expected=8.000000 predicted=17.145755, expected=28.000000 predicted=19.963941, expected=12.000000 predicted=15.823145, expected=16.000000 predicted=19.192658, expected=16.000000 predicted=15.469722, expected=20.000000 predicted=16.533844, expected=40.000000 predicted=24.742663, expected=32.000000 predicted=24.464618, expected=80.000000 predicted=40.849989, expected=40.000000 predicted=39.834455, expected=48.000000 predicted=43.980018, expected=16.000000 predicted=39.249114, expected=20.000000 predicted=34.410865, expected=20.000000 predicted=34.608742, expected=8.000000 predicted=22.010694, expected=20.000000 predicted=21.633419, expected=60.000000 predicted=28.942912, expected=40.000000 predicted=30.974726, expected=28.000000 predicted=30.228797, expected=92.000000 predicted=48.403623, expected=24.000000 predicted=41.786700, expected=4.000000 predicted=36.506186, expected=8.000000 predicted=27.908065, expected=32.000000 predicted=28.097603, expected=24.000000 predicted=30.887056, expected=24.000000 predicted=20.908229, expected=16.000000 predicted=17.954658, expected=40.000000 predicted=25.468504, expected=20.000000 predicted=25.583857, expected=36.000000 predicted=27.967314, expected=44.000000 predicted=32.496894, expected=64.000000 predicted=40.517858, expected=40.000000 predicted=42.162180, expected=8.000000 predicted=31.351722, expected=28.000000 predicted=34.104160, expected=24.000000 predicted=31.599969, expected=52.000000 predicted=38.264538, expected=44.000000 predicted=35.873309, expected=36.000000 predicted=32.852247, expected=32.000000 predicted=35.663897, expected=44.000000 predicted=38.453504, expected=28.000000 predicted=37.752347, expected=24.000000 predicted=32.995372, expected=28.000000 predicted=31.088733, expected=44.000000 predicted=34.230332, expected=24.000000 predicted=31.464497, expected=16.000000 predicted=25.734345, expected=36.000000 predicted=29.179204, expected=28.000000 predicted=28.614632, expected=8.000000 Test MSE: 479.801
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199])] predicted=24.141239, expected=36.000000 predicted=30.130571, expected=16.000000 predicted=24.071340, expected=16.000000 predicted=26.033337, expected=4.000000 predicted=18.807289, expected=40.000000 predicted=23.872470, expected=20.000000 predicted=22.316702, expected=24.000000 predicted=19.913100, expected=12.000000 predicted=19.257623, expected=16.000000 predicted=18.904095, expected=24.000000 predicted=23.046409, expected=8.000000 predicted=17.070530, expected=24.000000 predicted=18.200479, expected=28.000000 predicted=18.990450, expected=8.000000 predicted=17.621510, expected=12.000000 predicted=17.243281, expected=12.000000 predicted=15.192438, expected=44.000000 predicted=22.023412, expected=32.000000 predicted=23.128984, expected=24.000000 predicted=21.746649, expected=8.000000 predicted=21.521677, expected=24.000000 predicted=23.908014, expected=4.000000 predicted=22.534799, expected=4.000000 predicted=15.634851, expected=16.000000 predicted=13.653535, expected=48.000000 predicted=18.216238, expected=8.000000 predicted=17.140946, expected=16.000000 predicted=15.617181, expected=48.000000 predicted=24.212268, expected=12.000000 predicted=23.963137, expected=36.000000 predicted=28.525155, expected=20.000000 predicted=23.328494, expected=4.000000 predicted=21.911191, expected=12.000000 predicted=22.187155, expected=28.000000 predicted=18.819282, expected=68.000000 predicted=29.453664, expected=36.000000 predicted=28.128237, expected=20.000000 predicted=27.163739, expected=20.000000 predicted=30.277293, expected=24.000000 predicted=32.572291, expected=32.000000 predicted=33.997214, expected=36.000000 predicted=28.448182, expected=28.000000 predicted=26.576841, expected=28.000000 predicted=27.881056, expected=20.000000 predicted=27.756560, expected=28.000000 predicted=28.796499, expected=28.000000 predicted=28.258742, expected=24.000000 predicted=25.973263, expected=20.000000 predicted=24.584211, expected=40.000000 predicted=27.113028, expected=16.000000 predicted=25.762115, expected=8.000000 predicted=22.168815, expected=20.000000 predicted=21.521646, expected=4.000000 predicted=17.634854, expected=20.000000 predicted=18.420328, expected=16.000000 predicted=14.159546, expected=8.000000 predicted=12.343308, expected=16.000000 predicted=14.150584, expected=28.000000 predicted=15.632111, expected=24.000000 predicted=18.848720, expected=28.000000 predicted=20.153824, expected=12.000000 predicted=18.877691, expected=24.000000 predicted=21.993384, expected=4.000000 predicted=19.680084, expected=44.000000 predicted=23.378806, expected=36.000000 predicted=25.277552, expected=8.000000 predicted=20.514611, expected=20.000000 predicted=22.608001, expected=16.000000 predicted=21.096100, expected=4.000000 predicted=21.225591, expected=12.000000 predicted=16.243991, expected=4.000000 predicted=10.421457, expected=4.000000 predicted=9.920449, expected=16.000000 predicted=9.679090, expected=16.000000 predicted=9.452923, expected=24.000000 predicted=12.993316, expected=12.000000 predicted=12.433979, expected=44.000000 predicted=19.948537, expected=4.000000 predicted=18.856872, expected=12.000000 predicted=18.251715, expected=12.000000 predicted=18.044900, expected=8.000000 predicted=15.047395, expected=20.000000 predicted=17.235004, expected=8.000000 predicted=10.475855, expected=16.000000 predicted=12.698503, expected=16.000000 predicted=13.416407, expected=20.000000 predicted=14.738886, expected=20.000000 predicted=16.823415, expected=12.000000 predicted=15.087934, expected=8.000000 predicted=15.059869, expected=8.000000 predicted=13.831339, expected=8.000000 predicted=12.631829, expected=28.000000 predicted=14.587361, expected=12.000000 predicted=12.650987, expected=24.000000 predicted=14.765405, expected=12.000000 predicted=15.128002, expected=12.000000 predicted=15.706158, expected=4.000000 predicted=15.156353, expected=28.000000 predicted=15.709362, expected=20.000000 predicted=17.007904, expected=4.000000 predicted=12.881365, expected=8.000000 predicted=12.422206, expected=16.000000 predicted=13.354242, expected=48.000000 predicted=21.793286, expected=40.000000 predicted=23.243932, expected=20.000000 predicted=21.981236, expected=4.000000 predicted=21.581229, expected=20.000000 predicted=24.656861, expected=16.000000 predicted=25.108918, expected=4.000000 predicted=17.138136, expected=4.000000 predicted=11.104361, expected=16.000000 predicted=10.869011, expected=32.000000 predicted=16.123798, expected=28.000000 predicted=17.006915, expected=48.000000 predicted=22.718360, expected=16.000000 predicted=23.375177, expected=12.000000 predicted=24.457725, expected=24.000000 predicted=26.841577, expected=20.000000 predicted=24.779765, expected=24.000000 predicted=24.371402, expected=8.000000 predicted=16.886658, expected=40.000000 predicted=21.963940, expected=28.000000 predicted=24.360961, expected=28.000000 predicted=24.586213, expected=20.000000 predicted=24.444733, expected=8.000000 predicted=21.286176, expected=52.000000 predicted=30.492305, expected=24.000000 predicted=26.835004, expected=28.000000 predicted=26.431754, expected=16.000000 predicted=24.273087, expected=8.000000 predicted=22.165883, expected=20.000000 predicted=24.899936, expected=16.000000 predicted=18.829389, expected=40.000000 predicted=22.114888, expected=40.000000 predicted=23.940308, expected=44.000000 predicted=28.358449, expected=20.000000 predicted=29.304684, expected=4.000000 predicted=26.090086, expected=4.000000 predicted=24.720351, expected=8.000000 predicted=20.084023, expected=8.000000 predicted=14.880455, expected=44.000000 predicted=16.196476, expected=24.000000 predicted=15.747459, expected=28.000000 predicted=19.148397, expected=12.000000 predicted=19.819698, expected=24.000000 predicted=23.158593, expected=12.000000 predicted=23.966904, expected=44.000000 predicted=24.995420, expected=4.000000 predicted=20.331693, expected=12.000000 predicted=17.114416, expected=20.000000 predicted=19.556592, expected=8.000000 predicted=16.521169, expected=16.000000 predicted=17.589064, expected=12.000000 predicted=11.899582, expected=24.000000 predicted=15.703194, expected=4.000000 predicted=13.692685, expected=16.000000 predicted=13.119877, expected=12.000000 predicted=14.068620, expected=32.000000 predicted=17.347765, expected=4.000000 predicted=15.101845, expected=4.000000 predicted=11.089745, expected=20.000000 predicted=14.975460, expected=40.000000 predicted=19.900964, expected=4.000000 predicted=17.003111, expected=8.000000 predicted=12.375165, expected=20.000000 predicted=16.204397, expected=24.000000 predicted=19.832615, expected=20.000000 predicted=19.604244, expected=12.000000 predicted=14.213344, expected=24.000000 predicted=18.100228, expected=4.000000 predicted=16.951172, expected=36.000000 predicted=20.595666, expected=4.000000 predicted=16.531903, expected=12.000000 predicted=14.728707, expected=16.000000 predicted=16.296281, expected=8.000000 predicted=13.123304, expected=16.000000 predicted=15.521960, expected=84.000000 predicted=25.682594, expected=48.000000 predicted=31.551466, expected=52.000000 predicted=36.944022, expected=44.000000 predicted=41.517296, expected=8.000000 predicted=39.789948, expected=4.000000 predicted=38.889759, expected=80.000000 predicted=42.247167, expected=40.000000 predicted=39.528218, expected=20.000000 predicted=31.938732, expected=24.000000 predicted=28.149547, expected=12.000000 predicted=28.403969, expected=20.000000 predicted=34.066110, expected=8.000000 predicted=20.743580, expected=8.000000 predicted=15.008693, expected=20.000000 predicted=15.922950, expected=20.000000 predicted=14.992445, expected=32.000000 predicted=18.847954, expected=4.000000 predicted=14.432873, expected=16.000000 predicted=16.102986, expected=12.000000 predicted=17.278655, expected=4.000000 predicted=14.288807, expected=8.000000 predicted=12.967423, expected=16.000000 predicted=10.183693, expected=12.000000 predicted=11.582936, expected=8.000000 predicted=9.853196, expected=20.000000 predicted=11.515413, expected=16.000000 predicted=13.393900, expected=12.000000 predicted=13.889897, expected=24.000000 predicted=15.658435, expected=8.000000 predicted=14.145322, expected=16.000000 predicted=16.012787, expected=8.000000 predicted=13.774998, expected=8.000000 predicted=12.344321, expected=16.000000 predicted=13.839648, expected=12.000000 predicted=11.320991, expected=48.000000 predicted=19.610589, expected=32.000000 predicted=21.155599, expected=8.000000 predicted=19.280494, expected=8.000000 predicted=19.497451, expected=4.000000 predicted=17.758954, expected=20.000000 predicted=21.178935, expected=16.000000 predicted=15.481352, expected=16.000000 predicted=12.008506, expected=8.000000 predicted=11.507493, expected=36.000000 predicted=17.351468, expected=28.000000 predicted=21.325071, expected=24.000000 predicted=21.195204, expected=16.000000 predicted=20.688561, expected=4.000000 predicted=18.029208, expected=12.000000 predicted=20.078212, expected=8.000000 predicted=15.475828, expected=16.000000 predicted=13.873093, expected=8.000000 predicted=10.687521, expected=28.000000 predicted=13.227932, expected=20.000000 predicted=15.645595, expected=20.000000 predicted=16.478896, expected=16.000000 predicted=17.727059, expected=36.000000 predicted=21.815250, expected=12.000000 predicted=21.796948, expected=32.000000 predicted=22.906883, expected=20.000000 predicted=22.607443, expected=4.000000 predicted=18.851651, expected=16.000000 predicted=20.142139, expected=20.000000 predicted=17.521267, expected=8.000000 predicted=16.763586, expected=4.000000 predicted=11.607691, expected=20.000000 predicted=12.176344, expected=12.000000 predicted=13.519548, expected=12.000000 predicted=12.780521, expected=12.000000 predicted=11.195749, expected=20.000000 predicted=13.431668, expected=12.000000 predicted=14.748196, expected=40.000000 predicted=19.055467, expected=20.000000 predicted=19.356243, expected=12.000000 predicted=18.424922, expected=32.000000 predicted=23.040201, expected=8.000000 predicted=19.869041, expected=28.000000 predicted=24.028067, expected=32.000000 predicted=22.650882, expected=28.000000 predicted=23.350130, expected=20.000000 predicted=24.559473, expected=4.000000 predicted=18.543306, expected=28.000000 predicted=23.718753, expected=20.000000 predicted=22.525232, expected=12.000000 predicted=18.571379, expected=32.000000 predicted=19.935173, expected=16.000000 predicted=18.225823, expected=20.000000 predicted=21.395577, expected=24.000000 predicted=20.794233, expected=16.000000 predicted=19.624371, expected=16.000000 predicted=20.711192, expected=32.000000 predicted=21.169501, expected=16.000000 predicted=20.556897, expected=4.000000 predicted=17.264393, expected=4.000000 predicted=13.917816, expected=28.000000 predicted=17.428994, expected=8.000000 predicted=15.711165, expected=24.000000 predicted=14.461713, expected=12.000000 predicted=12.944202, expected=24.000000 predicted=16.612828, expected=20.000000 predicted=19.728102, expected=28.000000 predicted=19.446518, expected=28.000000 predicted=23.067202, expected=16.000000 predicted=20.723232, expected=12.000000 predicted=20.770389, expected=4.000000 predicted=17.233595, expected=8.000000 predicted=15.934112, expected=16.000000 predicted=14.666780, expected=12.000000 predicted=11.618951, expected=20.000000 predicted=12.401539, expected=28.000000 predicted=15.127642, expected=24.000000 predicted=18.108047, expected=12.000000 predicted=18.102402, expected=12.000000 predicted=17.288966, expected=24.000000 predicted=20.285984, expected=8.000000 predicted=17.905139, expected=16.000000 predicted=16.135598, expected=8.000000 predicted=12.984174, expected=28.000000 predicted=16.561708, expected=56.000000 predicted=25.556638, expected=28.000000 predicted=23.975537, expected=40.000000 predicted=29.249550, expected=24.000000 predicted=29.524159, expected=8.000000 predicted=29.194436, expected=12.000000 predicted=27.763646, expected=12.000000 predicted=20.439612, expected=16.000000 predicted=19.313878, expected=16.000000 predicted=15.100342, expected=4.000000 predicted=10.723631, expected=20.000000 predicted=13.559329, expected=8.000000 predicted=12.480339, expected=36.000000 predicted=17.853410, expected=12.000000 predicted=16.000781, expected=16.000000 predicted=15.412874, expected=8.000000 predicted=16.096312, expected=36.000000 predicted=20.014557, expected=8.000000 predicted=19.552441, expected=36.000000 predicted=19.800589, expected=32.000000 predicted=23.303620, expected=24.000000 predicted=23.548270, expected=16.000000 predicted=24.984473, expected=8.000000 predicted=19.301011, expected=16.000000 Test MSE: 185.184
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128])] predicted=50.215687, expected=28.000000 predicted=39.638249, expected=32.000000 predicted=40.080031, expected=36.000000 predicted=37.233850, expected=32.000000 predicted=40.256663, expected=16.000000 predicted=32.262737, expected=40.000000 predicted=31.821665, expected=60.000000 predicted=42.959300, expected=60.000000 predicted=48.741833, expected=12.000000 predicted=28.945289, expected=40.000000 predicted=31.627921, expected=56.000000 predicted=45.492364, expected=48.000000 predicted=52.315599, expected=80.000000 predicted=61.532329, expected=48.000000 predicted=41.502842, expected=28.000000 predicted=41.752498, expected=44.000000 predicted=46.156690, expected=64.000000 predicted=54.832331, expected=60.000000 predicted=63.202356, expected=48.000000 predicted=49.190027, expected=48.000000 predicted=43.389718, expected=60.000000 predicted=53.275934, expected=8.000000 predicted=39.223330, expected=28.000000 predicted=39.481651, expected=20.000000 predicted=30.333404, expected=36.000000 predicted=38.365790, expected=36.000000 predicted=38.345038, expected=28.000000 predicted=24.168337, expected=48.000000 predicted=35.983488, expected=36.000000 predicted=32.321823, expected=24.000000 predicted=32.305663, expected=20.000000 predicted=27.345258, expected=36.000000 predicted=31.592830, expected=40.000000 predicted=39.117303, expected=28.000000 predicted=31.994247, expected=20.000000 predicted=24.146719, expected=48.000000 predicted=33.528347, expected=32.000000 predicted=34.562134, expected=28.000000 predicted=33.641506, expected=24.000000 predicted=26.187307, expected=28.000000 predicted=27.121064, expected=68.000000 predicted=49.237007, expected=60.000000 predicted=46.803994, expected=64.000000 predicted=50.018275, expected=60.000000 predicted=47.853481, expected=60.000000 predicted=52.584595, expected=28.000000 predicted=49.425439, expected=48.000000 predicted=51.470393, expected=28.000000 predicted=43.566806, expected=36.000000 predicted=44.721746, expected=68.000000 predicted=53.846669, expected=28.000000 predicted=35.859515, expected=36.000000 predicted=40.643054, expected=20.000000 predicted=26.826797, expected=160.000000 predicted=85.159603, expected=212.000000 predicted=132.429365, expected=80.000000 predicted=81.675844, expected=48.000000 predicted=62.564003, expected=40.000000 predicted=57.154976, expected=48.000000 predicted=97.023818, expected=28.000000 predicted=83.379886, expected=20.000000 predicted=40.610292, expected=80.000000 predicted=56.879912, expected=92.000000 predicted=65.405697, expected=40.000000 predicted=48.492560, expected=64.000000 predicted=52.447130, expected=40.000000 predicted=43.026352, expected=44.000000 predicted=58.926890, expected=32.000000 predicted=49.635491, expected=64.000000 predicted=52.729461, expected=80.000000 predicted=64.972612, expected=32.000000 predicted=42.509004, expected=88.000000 predicted=65.462377, expected=64.000000 predicted=55.963862, expected=48.000000 predicted=60.248459, expected=52.000000 predicted=58.423851, expected=88.000000 predicted=66.716362, expected=112.000000 predicted=91.395591, expected=124.000000 predicted=95.747389, expected=68.000000 predicted=71.722686, expected=48.000000 predicted=64.380732, expected=44.000000 predicted=66.585294, expected=68.000000 predicted=80.356338, expected=56.000000 predicted=72.789839, expected=128.000000 predicted=91.141069, expected=84.000000 predicted=72.255905, expected=52.000000 predicted=61.817380, expected=64.000000 predicted=66.941301, expected=28.000000 predicted=52.069295, expected=36.000000 predicted=65.776586, expected=96.000000 predicted=76.176024, expected=72.000000 predicted=63.944865, expected=68.000000 predicted=65.404559, expected=60.000000 predicted=52.116876, expected=28.000000 predicted=44.507037, expected=108.000000 predicted=88.731322, expected=80.000000 predicted=73.835095, expected=92.000000 predicted=81.973491, expected=116.000000 predicted=86.561553, expected=64.000000 predicted=68.146300, expected=52.000000 predicted=77.016493, expected=80.000000 predicted=77.677411, expected=72.000000 predicted=80.759493, expected=108.000000 predicted=98.553778, expected=192.000000 predicted=124.381850, expected=128.000000 predicted=106.818226, expected=144.000000 predicted=123.478394, expected=76.000000 predicted=89.913479, expected=60.000000 predicted=96.828360, expected=84.000000 predicted=113.896052, expected=92.000000 predicted=103.958116, expected=108.000000 predicted=110.418841, expected=108.000000 predicted=93.107738, expected=72.000000 predicted=77.008270, expected=36.000000 predicted=64.146266, expected=48.000000 predicted=66.836672, expected=28.000000 predicted=60.027250, expected=48.000000 predicted=64.448202, expected=92.000000 predicted=71.089104, expected=104.000000 predicted=75.073416, expected=64.000000 predicted=62.209789, expected=100.000000 predicted=72.383657, expected=44.000000 predicted=56.769758, expected=32.000000 predicted=62.698423, expected=28.000000 predicted=52.609249, expected=68.000000 predicted=63.751298, expected=128.000000 predicted=98.898152, expected=28.000000 predicted=45.749633, expected=44.000000 predicted=44.515943, expected=32.000000 predicted=34.631362, expected=4.000000 predicted=41.617251, expected=48.000000 predicted=60.909774, expected=72.000000 predicted=49.463567, expected=68.000000 predicted=57.383474, expected=92.000000 predicted=62.493573, expected=104.000000 predicted=67.569036, expected=56.000000 predicted=63.424926, expected=68.000000 predicted=70.586308, expected=32.000000 predicted=52.372839, expected=116.000000 predicted=97.029091, expected=124.000000 predicted=103.326259, expected=48.000000 predicted=66.527618, expected=56.000000 predicted=60.201153, expected=32.000000 predicted=44.257030, expected=44.000000 predicted=73.123289, expected=56.000000 predicted=69.294513, expected=72.000000 predicted=60.772181, expected=108.000000 predicted=78.508456, expected=92.000000 predicted=71.134019, expected=40.000000 predicted=53.064223, expected=72.000000 predicted=65.703794, expected=52.000000 predicted=64.240726, expected=44.000000 predicted=70.356542, expected=120.000000 predicted=90.433750, expected=68.000000 predicted=64.498179, expected=72.000000 predicted=74.523996, expected=36.000000 predicted=44.859655, expected=32.000000 predicted=49.838234, expected=28.000000 predicted=57.198968, expected=28.000000 predicted=44.343648, expected=80.000000 predicted=63.973145, expected=92.000000 predicted=64.837835, expected=64.000000 predicted=56.197417, expected=92.000000 predicted=64.386205, expected=68.000000 predicted=60.282111, expected=40.000000 predicted=64.017328, expected=28.000000 predicted=51.810638, expected=80.000000 predicted=69.196053, expected=124.000000 predicted=98.852451, expected=56.000000 predicted=66.420463, expected=32.000000 predicted=42.430626, expected=48.000000 predicted=44.149409, expected=128.000000 predicted=101.843168, expected=60.000000 predicted=80.905500, expected=84.000000 predicted=72.587372, expected=124.000000 predicted=81.150193, expected=40.000000 predicted=64.635334, expected=64.000000 predicted=83.927637, expected=80.000000 predicted=68.851019, expected=68.000000 predicted=80.903793, expected=60.000000 predicted=76.679340, expected=384.000000 predicted=196.294162, expected=132.000000 predicted=125.088401, expected=72.000000 predicted=118.892552, expected=72.000000 predicted=74.128080, expected=44.000000 predicted=87.690112, expected=24.000000 predicted=160.416021, expected=76.000000 predicted=84.583187, expected=44.000000 predicted=55.121257, expected=112.000000 predicted=85.371236, expected=128.000000 predicted=84.552453, expected=84.000000 predicted=73.211846, expected=44.000000 predicted=65.689644, expected=128.000000 predicted=89.021430, expected=140.000000 predicted=119.215909, expected=76.000000 predicted=103.765543, expected=72.000000 predicted=81.926526, expected=76.000000 predicted=70.175357, expected=44.000000 predicted=81.899932, expected=44.000000 predicted=78.558580, expected=108.000000 predicted=83.447286, expected=76.000000 predicted=73.551270, expected=56.000000 predicted=69.089622, expected=40.000000 predicted=46.998660, expected=60.000000 predicted=56.601556, expected=32.000000 predicted=60.911007, expected=56.000000 predicted=60.623670, expected=64.000000 predicted=55.557288, expected=80.000000 predicted=62.524217, expected=44.000000 predicted=53.216103, expected=60.000000 predicted=52.466111, expected=100.000000 predicted=74.705797, expected=8.000000 predicted=43.113240, expected=20.000000 predicted=48.677219, expected=64.000000 predicted=47.499629, expected=64.000000 predicted=59.471449, expected=52.000000 predicted=65.875226, expected=28.000000 predicted=27.849115, expected=52.000000 predicted=41.683217, expected=8.000000 predicted=34.251472, expected=20.000000 predicted=38.274285, expected=44.000000 predicted=39.099034, expected=100.000000 predicted=60.880344, expected=28.000000 predicted=41.015514, expected=32.000000 predicted=32.182194, expected=76.000000 predicted=48.417379, expected=24.000000 predicted=39.364619, expected=76.000000 predicted=76.028068, expected=68.000000 predicted=48.727901, expected=48.000000 predicted=49.978125, expected=56.000000 predicted=60.905618, expected=44.000000 predicted=41.750440, expected=64.000000 predicted=65.279976, expected=64.000000 predicted=61.502303, expected=76.000000 predicted=63.793220, expected=48.000000 predicted=54.298613, expected=72.000000 predicted=61.876106, expected=28.000000 predicted=47.298627, expected=68.000000 predicted=64.660024, expected=72.000000 predicted=65.791321, expected=16.000000 predicted=40.300348, expected=80.000000 predicted=67.956684, expected=64.000000 predicted=48.681242, expected=72.000000 predicted=71.061317, expected=24.000000 predicted=46.836517, expected=16.000000 predicted=28.642517, expected=28.000000 predicted=44.681858, expected=32.000000 predicted=41.868933, expected=28.000000 predicted=40.714592, expected=52.000000 predicted=36.600550, expected=40.000000 predicted=31.430668, expected=68.000000 predicted=49.240932, expected=44.000000 predicted=40.771506, expected=48.000000 predicted=44.586965, expected=48.000000 predicted=48.204419, expected=48.000000 predicted=47.083734, expected=80.000000 predicted=67.132160, expected=124.000000 predicted=81.862224, expected=28.000000 predicted=49.579845, expected=40.000000 predicted=52.949311, expected=64.000000 predicted=54.465997, expected=24.000000 predicted=52.935279, expected=36.000000 predicted=64.094083, expected=56.000000 predicted=40.939525, expected=64.000000 predicted=52.499858, expected=20.000000 predicted=41.313957, expected=32.000000 predicted=33.322631, expected=44.000000 predicted=38.575600, expected=32.000000 predicted=42.050377, expected=36.000000 predicted=43.757834, expected=64.000000 predicted=42.393019, expected=60.000000 predicted=47.618321, expected=32.000000 predicted=41.815967, expected=56.000000 predicted=46.369947, expected=48.000000 predicted=44.140330, expected=36.000000 predicted=49.358523, expected=28.000000 predicted=41.091965, expected=52.000000 predicted=42.437400, expected=72.000000 predicted=58.099869, expected=44.000000 predicted=47.585502, expected=24.000000 predicted=35.807585, expected=32.000000 predicted=33.551679, expected=28.000000 predicted=37.918559, expected=40.000000 predicted=47.537196, expected=116.000000 predicted=70.780411, expected=112.000000 predicted=70.934662, expected=36.000000 predicted=49.964406, expected=68.000000 predicted=58.321220, expected=28.000000 predicted=41.931186, expected=36.000000 predicted=68.784426, expected=24.000000 predicted=52.607104, expected=72.000000 predicted=52.432814, expected=60.000000 predicted=56.353744, expected=36.000000 predicted=39.898082, expected=20.000000 predicted=31.783261, expected=44.000000 predicted=37.228095, expected=32.000000 predicted=45.037506, expected=24.000000 predicted=38.554703, expected=80.000000 predicted=52.430469, expected=344.000000 predicted=170.469765, expected=472.000000 predicted=293.040436, expected=4.000000 predicted=53.829333, expected=548.000000 predicted=294.818895, expected=264.000000 predicted=211.981526, expected=132.000000 predicted=329.839276, expected=48.000000 predicted=268.893474, expected=108.000000 predicted=74.549205, expected=96.000000 predicted=204.293218, expected=52.000000 predicted=112.768021, expected=72.000000 predicted=85.677709, expected=76.000000 predicted=66.350629, expected=128.000000 predicted=101.271146, expected=196.000000 predicted=137.493122, expected=88.000000 predicted=107.883964, expected=76.000000 predicted=101.218264, expected=84.000000 predicted=86.386083, expected=52.000000 predicted=79.586367, expected=56.000000 predicted=88.652039, expected=124.000000 predicted=89.936337, expected=44.000000 predicted=67.766483, expected=72.000000 predicted=78.096746, expected=84.000000 predicted=69.395746, expected=468.000000 predicted=228.122203, expected=48.000000 predicted=157.744076, expected=56.000000 predicted=131.521811, expected=56.000000 predicted=93.355689, expected=72.000000 predicted=69.308285, expected=64.000000 predicted=147.115873, expected=40.000000 predicted=52.879762, expected=60.000000 predicted=57.294863, expected=64.000000 predicted=57.926698, expected=64.000000 predicted=62.719666, expected=72.000000 predicted=66.268103, expected=80.000000 predicted=67.129526, expected=80.000000 predicted=73.564565, expected=32.000000 predicted=58.536906, expected=64.000000 predicted=62.403464, expected=40.000000 predicted=52.744889, expected=44.000000 predicted=52.583564, expected=80.000000 predicted=64.491604, expected=64.000000 predicted=55.866258, expected=64.000000 predicted=64.686455, expected=84.000000 predicted=68.207279, expected=44.000000 predicted=57.040008, expected=72.000000 predicted=69.572028, expected=56.000000 predicted=60.814277, expected=88.000000 predicted=71.440554, expected=84.000000 predicted=78.360070, expected=40.000000 predicted=58.916271, expected=20.000000 predicted=50.059386, expected=44.000000 predicted=45.176440, expected=36.000000 predicted=45.105655, expected=20.000000 predicted=38.607477, expected=76.000000 predicted=48.934662, expected=72.000000 predicted=51.182949, expected=68.000000 predicted=61.358064, expected=28.000000 predicted=48.082525, expected=48.000000 predicted=45.253142, expected=20.000000 predicted=41.296971, expected=48.000000 predicted=45.786544, expected=52.000000 predicted=47.984497, expected=28.000000 predicted=35.413870, expected=32.000000 predicted=38.613724, expected=40.000000 predicted=34.046883, expected=12.000000 predicted=28.872531, expected=64.000000 predicted=44.983777, expected=24.000000 predicted=31.459573, expected=56.000000 predicted=43.213569, expected=84.000000 predicted=57.959014, expected=28.000000 predicted=40.532039, expected=40.000000 predicted=50.594943, expected=28.000000 predicted=34.559429, expected=36.000000 Test MSE: 3440.102
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935])] predicted=39.859868, expected=12.000000 predicted=29.162179, expected=36.000000 predicted=42.587989, expected=52.000000 predicted=56.666336, expected=52.000000 predicted=62.245652, expected=40.000000 predicted=44.225515, expected=76.000000 predicted=48.226739, expected=76.000000 predicted=56.006698, expected=48.000000 predicted=52.049146, expected=44.000000 predicted=52.295888, expected=32.000000 predicted=43.992310, expected=24.000000 predicted=48.466930, expected=68.000000 predicted=62.528656, expected=40.000000 predicted=40.509141, expected=80.000000 predicted=58.384897, expected=56.000000 predicted=45.455022, expected=52.000000 predicted=47.053658, expected=36.000000 predicted=51.996317, expected=72.000000 predicted=59.185338, expected=76.000000 predicted=69.252860, expected=56.000000 predicted=55.781488, expected=64.000000 predicted=59.718780, expected=52.000000 predicted=51.722898, expected=80.000000 predicted=73.246591, expected=52.000000 predicted=61.024751, expected=24.000000 predicted=45.817602, expected=48.000000 predicted=56.070182, expected=64.000000 predicted=56.625139, expected=56.000000 predicted=59.135695, expected=56.000000 predicted=51.909479, expected=64.000000 predicted=49.801195, expected=20.000000 predicted=39.802975, expected=36.000000 predicted=50.737763, expected=56.000000 predicted=52.738868, expected=48.000000 predicted=48.233969, expected=36.000000 predicted=45.056157, expected=28.000000 predicted=30.973940, expected=44.000000 predicted=42.114656, expected=28.000000 predicted=38.968027, expected=40.000000 predicted=41.186733, expected=48.000000 predicted=39.985602, expected=108.000000 predicted=63.610141, expected=28.000000 predicted=36.931766, expected=60.000000 predicted=51.753740, expected=52.000000 predicted=51.149231, expected=44.000000 predicted=51.133924, expected=64.000000 predicted=71.999627, expected=64.000000 predicted=49.770755, expected=84.000000 predicted=67.908944, expected=72.000000 predicted=62.212236, expected=52.000000 predicted=55.556851, expected=36.000000 predicted=55.251931, expected=44.000000 predicted=56.928824, expected=36.000000 predicted=55.159939, expected=68.000000 predicted=61.830452, expected=44.000000 predicted=45.302649, expected=36.000000 predicted=40.095069, expected=44.000000 predicted=45.225344, expected=40.000000 predicted=41.482891, expected=32.000000 predicted=45.482023, expected=52.000000 predicted=45.774714, expected=28.000000 predicted=33.792979, expected=64.000000 predicted=50.905675, expected=32.000000 predicted=36.533652, expected=8.000000 predicted=27.209061, expected=24.000000 predicted=36.611651, expected=24.000000 predicted=28.054066, expected=28.000000 predicted=36.683536, expected=60.000000 predicted=39.146910, expected=52.000000 predicted=31.507295, expected=32.000000 predicted=31.708292, expected=76.000000 predicted=51.168707, expected=44.000000 predicted=40.940701, expected=16.000000 predicted=40.796011, expected=40.000000 predicted=45.712078, expected=108.000000 predicted=65.712554, expected=76.000000 predicted=64.424429, expected=68.000000 predicted=57.971334, expected=64.000000 predicted=52.765310, expected=32.000000 predicted=49.378204, expected=36.000000 predicted=67.177763, expected=48.000000 predicted=57.737618, expected=48.000000 predicted=52.792413, expected=32.000000 predicted=43.892729, expected=64.000000 predicted=48.304793, expected=64.000000 predicted=49.367044, expected=32.000000 predicted=42.114963, expected=20.000000 predicted=38.201650, expected=180.000000 predicted=96.087759, expected=136.000000 predicted=85.429769, expected=20.000000 predicted=52.627258, expected=76.000000 predicted=78.124649, expected=88.000000 predicted=69.694141, expected=36.000000 predicted=90.767149, expected=36.000000 predicted=77.426172, expected=36.000000 predicted=39.443966, expected=80.000000 predicted=69.271834, expected=80.000000 predicted=68.197617, expected=48.000000 predicted=46.242756, expected=48.000000 predicted=51.924733, expected=56.000000 predicted=53.730571, expected=56.000000 predicted=62.517219, expected=88.000000 predicted=74.724472, expected=164.000000 predicted=97.871692, expected=124.000000 predicted=84.270888, expected=84.000000 predicted=84.922623, expected=84.000000 predicted=90.544836, expected=60.000000 predicted=84.410095, expected=88.000000 predicted=112.645476, expected=64.000000 predicted=83.369957, expected=116.000000 predicted=96.297555, expected=132.000000 predicted=100.051433, expected=212.000000 predicted=135.213273, expected=92.000000 predicted=95.531880, expected=88.000000 predicted=103.215453, expected=88.000000 predicted=113.534798, expected=64.000000 predicted=98.151453, expected=108.000000 predicted=134.264956, expected=84.000000 predicted=84.252490, expected=96.000000 predicted=91.846769, expected=32.000000 predicted=64.046527, expected=36.000000 predicted=61.064855, expected=60.000000 predicted=75.473827, expected=36.000000 predicted=52.799595, expected=64.000000 predicted=67.611857, expected=28.000000 predicted=33.728758, expected=100.000000 predicted=68.555397, expected=56.000000 predicted=53.443805, expected=104.000000 predicted=73.490440, expected=32.000000 predicted=52.457255, expected=44.000000 predicted=50.799001, expected=52.000000 predicted=69.186885, expected=52.000000 predicted=53.399151, expected=40.000000 predicted=59.139845, expected=36.000000 predicted=39.050396, expected=84.000000 predicted=61.706730, expected=44.000000 predicted=46.089281, expected=56.000000 predicted=54.515008, expected=40.000000 predicted=45.516966, expected=44.000000 predicted=45.705785, expected=52.000000 predicted=59.109747, expected=36.000000 predicted=41.162905, expected=84.000000 predicted=64.369847, expected=40.000000 predicted=42.232851, expected=20.000000 predicted=38.070877, expected=28.000000 predicted=42.415661, expected=24.000000 predicted=32.859172, expected=104.000000 predicted=74.394351, expected=48.000000 predicted=40.151961, expected=36.000000 predicted=37.536180, expected=92.000000 predicted=64.537257, expected=48.000000 predicted=46.112329, expected=28.000000 predicted=58.661411, expected=32.000000 predicted=44.587150, expected=80.000000 predicted=58.872725, expected=80.000000 predicted=69.173603, expected=36.000000 predicted=44.004441, expected=20.000000 predicted=37.133304, expected=76.000000 predicted=59.957364, expected=44.000000 predicted=52.876927, expected=36.000000 predicted=50.398312, expected=60.000000 predicted=50.102550, expected=132.000000 predicted=75.926845, expected=28.000000 predicted=48.163582, expected=36.000000 predicted=53.008653, expected=48.000000 predicted=53.724550, expected=60.000000 predicted=57.915143, expected=32.000000 predicted=60.826109, expected=48.000000 predicted=43.280331, expected=56.000000 predicted=47.734360, expected=52.000000 predicted=48.415486, expected=40.000000 predicted=47.831425, expected=36.000000 predicted=40.401054, expected=36.000000 predicted=43.006237, expected=44.000000 predicted=46.002339, expected=48.000000 predicted=45.372904, expected=56.000000 predicted=46.313275, expected=52.000000 predicted=45.292821, expected=44.000000 predicted=44.021202, expected=60.000000 predicted=53.373569, expected=48.000000 predicted=48.708505, expected=36.000000 predicted=46.395443, expected=36.000000 predicted=45.292285, expected=68.000000 predicted=54.293905, expected=80.000000 predicted=61.374255, expected=52.000000 predicted=50.059567, expected=52.000000 predicted=52.413000, expected=44.000000 predicted=49.372645, expected=36.000000 predicted=51.383368, expected=40.000000 predicted=53.187305, expected=56.000000 predicted=50.480486, expected=44.000000 predicted=44.634834, expected=28.000000 predicted=37.847335, expected=40.000000 predicted=41.425090, expected=60.000000 predicted=48.269218, expected=28.000000 predicted=38.063374, expected=44.000000 predicted=44.253288, expected=48.000000 predicted=41.317245, expected=40.000000 predicted=40.252145, expected=20.000000 predicted=37.756887, expected=44.000000 predicted=39.604622, expected=28.000000 predicted=34.140615, expected=32.000000 predicted=36.481262, expected=40.000000 predicted=37.651769, expected=56.000000 predicted=38.917370, expected=28.000000 predicted=34.450888, expected=44.000000 predicted=39.831879, expected=16.000000 predicted=28.789901, expected=56.000000 predicted=45.993176, expected=76.000000 predicted=55.847958, expected=56.000000 predicted=42.721991, expected=64.000000 predicted=56.088872, expected=44.000000 predicted=43.427092, expected=52.000000 predicted=56.536467, expected=32.000000 predicted=50.998751, expected=44.000000 predicted=49.215850, expected=52.000000 predicted=52.055727, expected=32.000000 predicted=38.106651, expected=8.000000 predicted=31.409963, expected=32.000000 predicted=35.095846, expected=36.000000 predicted=34.993936, expected=28.000000 predicted=32.326085, expected=56.000000 predicted=40.680574, expected=48.000000 predicted=32.547094, expected=36.000000 predicted=36.490213, expected=28.000000 predicted=36.334594, expected=44.000000 predicted=39.901605, expected=28.000000 predicted=37.762323, expected=36.000000 predicted=38.919984, expected=36.000000 predicted=35.532214, expected=56.000000 predicted=41.462232, expected=36.000000 predicted=37.815998, expected=16.000000 predicted=28.163149, expected=52.000000 predicted=44.936199, expected=40.000000 predicted=36.519656, expected=24.000000 predicted=35.670180, expected=56.000000 predicted=45.362770, expected=72.000000 predicted=45.604225, expected=60.000000 predicted=51.531634, expected=36.000000 predicted=43.765554, expected=44.000000 predicted=45.210512, expected=24.000000 predicted=41.763516, expected=48.000000 predicted=52.655084, expected=44.000000 predicted=45.227099, expected=52.000000 predicted=42.963318, expected=44.000000 predicted=43.409573, expected=24.000000 predicted=31.802551, expected=44.000000 predicted=45.876564, expected=32.000000 predicted=37.059651, expected=16.000000 predicted=31.813105, expected=40.000000 predicted=39.276807, expected=24.000000 predicted=25.396216, expected=40.000000 predicted=37.123450, expected=32.000000 predicted=31.096509, expected=36.000000 predicted=29.844233, expected=52.000000 predicted=42.788469, expected=40.000000 predicted=34.402876, expected=28.000000 predicted=35.557235, expected=48.000000 predicted=42.334469, expected=28.000000 predicted=33.378788, expected=32.000000 predicted=39.112516, expected=36.000000 predicted=37.003452, expected=52.000000 predicted=39.579017, expected=16.000000 predicted=30.145373, expected=52.000000 predicted=41.829502, expected=48.000000 predicted=39.602234, expected=36.000000 predicted=36.477675, expected=52.000000 predicted=49.030199, expected=36.000000 predicted=33.558451, expected=12.000000 predicted=33.224086, expected=60.000000 predicted=50.566760, expected=80.000000 predicted=51.969171, expected=60.000000 predicted=50.357951, expected=32.000000 predicted=41.899567, expected=24.000000 predicted=35.115606, expected=24.000000 predicted=42.744811, expected=28.000000 predicted=43.644033, expected=48.000000 predicted=43.767949, expected=36.000000 predicted=31.683077, expected=44.000000 predicted=35.766710, expected=56.000000 predicted=42.109579, expected=24.000000 predicted=30.949210, expected=28.000000 predicted=39.340650, expected=32.000000 predicted=35.816916, expected=28.000000 predicted=33.442659, expected=28.000000 predicted=35.587905, expected=72.000000 predicted=45.308708, expected=36.000000 predicted=31.912365, expected=44.000000 predicted=41.197583, expected=40.000000 predicted=39.735856, expected=28.000000 predicted=33.873029, expected=68.000000 predicted=59.894010, expected=16.000000 predicted=28.400530, expected=60.000000 predicted=50.609991, expected=32.000000 predicted=36.979257, expected=28.000000 predicted=33.234236, expected=20.000000 predicted=39.072116, expected=28.000000 predicted=27.322302, expected=56.000000 predicted=46.727774, expected=76.000000 predicted=47.741896, expected=64.000000 predicted=46.252236, expected=68.000000 predicted=52.225626, expected=56.000000 predicted=52.504630, expected=32.000000 predicted=50.197676, expected=32.000000 predicted=53.128031, expected=52.000000 predicted=53.853888, expected=32.000000 predicted=43.351804, expected=120.000000 predicted=76.097408, expected=64.000000 predicted=49.309733, expected=44.000000 predicted=49.676924, expected=28.000000 predicted=50.860415, expected=36.000000 predicted=44.971699, expected=32.000000 predicted=58.712104, expected=56.000000 predicted=50.909620, expected=340.000000 predicted=162.501116, expected=200.000000 predicted=108.138538, expected=24.000000 predicted=68.347712, expected=72.000000 predicted=109.694315, expected=32.000000 predicted=77.355286, expected=96.000000 predicted=169.521445, expected=72.000000 predicted=95.687504, expected=168.000000 predicted=98.080807, expected=24.000000 predicted=53.200841, expected=92.000000 predicted=79.783184, expected=60.000000 predicted=81.501858, expected=60.000000 predicted=69.558153, expected=68.000000 predicted=95.898661, expected=72.000000 predicted=57.051269, expected=32.000000 predicted=58.886174, expected=16.000000 predicted=43.782436, expected=32.000000 predicted=46.705363, expected=4.000000 predicted=31.510027, expected=44.000000 predicted=45.735755, expected=64.000000 predicted=41.191644, expected=48.000000 predicted=32.641365, expected=48.000000 predicted=41.821211, expected=60.000000 predicted=42.038555, expected=44.000000 predicted=46.500001, expected=40.000000 predicted=50.473953, expected=36.000000 predicted=43.850809, expected=60.000000 predicted=52.137276, expected=80.000000 predicted=62.300639, expected=28.000000 predicted=38.660631, expected=60.000000 predicted=54.348704, expected=24.000000 predicted=37.404597, expected=28.000000 predicted=43.851519, expected=24.000000 predicted=44.273152, expected=44.000000 predicted=36.021574, expected=44.000000 predicted=43.186292, expected=36.000000 predicted=31.698239, expected=56.000000 predicted=42.879439, expected=48.000000 predicted=39.390935, expected=48.000000 predicted=46.089751, expected=44.000000 predicted=45.358782, expected=60.000000 predicted=49.965826, expected=52.000000 predicted=51.727324, expected=60.000000 predicted=53.833154, expected=48.000000 predicted=49.827379, expected=56.000000 predicted=52.687297, expected=20.000000 predicted=41.776523, expected=40.000000 predicted=46.828732, expected=40.000000 predicted=45.854860, expected=76.000000 predicted=55.638034, expected=36.000000 predicted=42.486726, expected=48.000000 predicted=41.240969, expected=24.000000 predicted=37.527651, expected=24.000000 Test MSE: 902.256
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134])] predicted=13.666076, expected=24.000000 predicted=20.423346, expected=8.000000 predicted=15.654021, expected=8.000000 predicted=13.377423, expected=16.000000 predicted=13.370307, expected=20.000000 predicted=14.758953, expected=20.000000 predicted=16.470149, expected=8.000000 predicted=13.498925, expected=16.000000 predicted=15.072547, expected=4.000000 predicted=12.249184, expected=12.000000 predicted=13.030955, expected=8.000000 predicted=9.900180, expected=8.000000 predicted=9.575555, expected=8.000000 predicted=8.624198, expected=4.000000 predicted=7.124959, expected=16.000000 predicted=9.698914, expected=16.000000 predicted=10.511972, expected=12.000000 predicted=11.655663, expected=36.000000 predicted=17.753954, expected=12.000000 predicted=16.364761, expected=12.000000 predicted=18.178922, expected=16.000000 predicted=15.981313, expected=12.000000 predicted=16.246289, expected=24.000000 predicted=18.351366, expected=8.000000 predicted=13.486121, expected=8.000000 predicted=13.462332, expected=4.000000 predicted=10.082739, expected=12.000000 predicted=11.082412, expected=4.000000 predicted=8.420658, expected=4.000000 predicted=6.680015, expected=8.000000 predicted=6.225499, expected=16.000000 predicted=8.876238, expected=4.000000 predicted=7.722643, expected=8.000000 predicted=7.981539, expected=12.000000 predicted=8.559280, expected=4.000000 predicted=8.408090, expected=24.000000 predicted=12.385453, expected=8.000000 predicted=9.913808, expected=12.000000 predicted=12.598908, expected=8.000000 predicted=10.192652, expected=24.000000 predicted=14.835277, expected=16.000000 predicted=14.851503, expected=24.000000 predicted=17.440689, expected=8.000000 predicted=14.645188, expected=52.000000 predicted=25.653902, expected=4.000000 predicted=19.485140, expected=4.000000 predicted=18.946447, expected=28.000000 predicted=17.866019, expected=4.000000 predicted=15.758780, expected=12.000000 predicted=16.137543, expected=12.000000 predicted=9.956780, expected=12.000000 predicted=12.655452, expected=8.000000 predicted=11.443596, expected=12.000000 predicted=10.440664, expected=8.000000 predicted=10.109291, expected=28.000000 predicted=14.784133, expected=8.000000 predicted=12.361697, expected=16.000000 predicted=14.886539, expected=12.000000 predicted=12.976227, expected=16.000000 predicted=15.346707, expected=12.000000 predicted=14.188482, expected=20.000000 predicted=14.991487, expected=16.000000 predicted=15.239482, expected=16.000000 predicted=16.003101, expected=4.000000 predicted=12.880254, expected=4.000000 predicted=11.063546, expected=8.000000 predicted=9.683628, expected=12.000000 predicted=9.651204, expected=4.000000 predicted=7.483922, expected=4.000000 predicted=6.123812, expected=8.000000 predicted=6.404698, expected=4.000000 predicted=6.251317, expected=16.000000 predicted=8.606484, expected=12.000000 predicted=8.497208, expected=16.000000 predicted=11.531662, expected=12.000000 predicted=11.532315, expected=12.000000 predicted=12.602689, expected=16.000000 predicted=13.816281, expected=8.000000 predicted=12.289182, expected=20.000000 predicted=14.517837, expected=12.000000 predicted=12.973188, expected=16.000000 predicted=14.848624, expected=4.000000 predicted=11.421732, expected=28.000000 predicted=16.104427, expected=16.000000 predicted=15.364904, expected=24.000000 predicted=18.800874, expected=20.000000 predicted=17.976638, expected=4.000000 predicted=16.010158, expected=8.000000 predicted=14.868275, expected=16.000000 predicted=13.583965, expected=8.000000 predicted=12.392331, expected=4.000000 predicted=9.369135, expected=28.000000 predicted=12.625073, expected=4.000000 predicted=10.867444, expected=12.000000 predicted=12.968066, expected=16.000000 predicted=11.383430, expected=24.000000 predicted=16.240919, expected=24.000000 predicted=18.446207, expected=20.000000 predicted=18.296505, expected=16.000000 predicted=18.902545, expected=20.000000 predicted=19.892813, expected=8.000000 predicted=17.191833, expected=16.000000 predicted=16.844851, expected=16.000000 predicted=15.116595, expected=12.000000 predicted=14.707669, expected=4.000000 predicted=11.573849, expected=4.000000 predicted=9.176621, expected=28.000000 predicted=13.744430, expected=16.000000 predicted=13.615149, expected=4.000000 predicted=12.131724, expected=16.000000 predicted=12.174763, expected=20.000000 predicted=14.865336, expected=36.000000 predicted=21.518918, expected=12.000000 predicted=17.658516, expected=32.000000 predicted=22.750192, expected=20.000000 predicted=21.812273, expected=12.000000 predicted=22.103391, expected=52.000000 predicted=28.155102, expected=16.000000 predicted=24.001095, expected=16.000000 predicted=25.693140, expected=28.000000 predicted=22.683481, expected=48.000000 predicted=30.816404, expected=20.000000 predicted=28.983034, expected=12.000000 predicted=24.140931, expected=20.000000 predicted=22.604028, expected=12.000000 predicted=21.256678, expected=20.000000 predicted=20.524458, expected=8.000000 predicted=14.139402, expected=12.000000 predicted=14.209313, expected=20.000000 predicted=14.761395, expected=4.000000 predicted=12.175631, expected=20.000000 predicted=14.466768, expected=16.000000 predicted=13.116512, expected=12.000000 predicted=14.722872, expected=12.000000 predicted=13.382890, expected=16.000000 predicted=13.791448, expected=12.000000 predicted=14.078666, expected=28.000000 predicted=17.141652, expected=12.000000 predicted=15.271734, expected=24.000000 predicted=18.995998, expected=8.000000 predicted=15.385093, expected=16.000000 predicted=17.235458, expected=16.000000 predicted=15.767482, expected=16.000000 predicted=15.853579, expected=16.000000 predicted=15.608627, expected=24.000000 predicted=17.115329, expected=20.000000 predicted=18.383671, expected=12.000000 predicted=17.489074, expected=16.000000 predicted=17.072059, expected=12.000000 predicted=15.786572, expected=8.000000 predicted=14.279841, expected=32.000000 predicted=17.366125, expected=28.000000 predicted=19.120894, expected=12.000000 predicted=19.153431, expected=12.000000 predicted=17.183974, expected=12.000000 predicted=16.364827, expected=16.000000 predicted=17.364588, expected=20.000000 predicted=16.261195, expected=20.000000 predicted=16.205613, expected=4.000000 predicted=13.658455, expected=28.000000 predicted=17.685940, expected=12.000000 predicted=15.577515, expected=20.000000 predicted=18.496842, expected=16.000000 predicted=15.832876, expected=12.000000 predicted=15.992576, expected=16.000000 predicted=16.373958, expected=24.000000 predicted=17.224505, expected=4.000000 predicted=14.477398, expected=32.000000 predicted=18.841662, expected=32.000000 predicted=20.546348, expected=16.000000 predicted=22.152891, expected=12.000000 predicted=19.430605, expected=8.000000 predicted=16.317149, expected=20.000000 predicted=18.703895, expected=40.000000 predicted=21.951153, expected=16.000000 predicted=19.560954, expected=16.000000 predicted=20.060489, expected=24.000000 predicted=20.431280, expected=20.000000 predicted=22.375017, expected=8.000000 predicted=19.021971, expected=16.000000 predicted=16.383738, expected=12.000000 predicted=14.928894, expected=36.000000 predicted=20.605805, expected=16.000000 predicted=17.845892, expected=12.000000 predicted=18.098980, expected=8.000000 predicted=15.083136, expected=4.000000 predicted=13.418263, expected=20.000000 predicted=14.738570, expected=20.000000 predicted=13.523841, expected=4.000000 predicted=11.665478, expected=16.000000 predicted=12.573328, expected=24.000000 predicted=15.105860, expected=24.000000 predicted=18.943534, expected=8.000000 predicted=15.806430, expected=28.000000 predicted=18.898490, expected=44.000000 predicted=25.205195, expected=52.000000 predicted=33.304320, expected=40.000000 predicted=35.199293, expected=32.000000 predicted=36.118715, expected=28.000000 predicted=36.505536, expected=20.000000 predicted=33.564873, expected=12.000000 predicted=27.394540, expected=4.000000 predicted=19.326168, expected=52.000000 predicted=25.769851, expected=20.000000 predicted=22.035009, expected=16.000000 predicted=22.930265, expected=64.000000 predicted=30.463877, expected=20.000000 predicted=29.885755, expected=12.000000 predicted=30.843680, expected=32.000000 predicted=25.878175, expected=12.000000 predicted=24.388511, expected=28.000000 predicted=27.021316, expected=20.000000 predicted=19.718964, expected=32.000000 predicted=24.765030, expected=20.000000 predicted=23.044637, expected=32.000000 predicted=25.935018, expected=32.000000 predicted=27.164370, expected=40.000000 predicted=31.392634, expected=72.000000 predicted=41.454110, expected=80.000000 predicted=51.591095, expected=120.000000 predicted=73.301668, expected=80.000000 predicted=76.479646, expected=24.000000 predicted=69.115014, expected=12.000000 predicted=55.349224, expected=12.000000 predicted=43.505217, expected=48.000000 predicted=44.913373, expected=36.000000 predicted=34.074001, expected=168.000000 predicted=68.569521, expected=124.000000 predicted=81.237037, expected=44.000000 predicted=77.248507, expected=36.000000 predicted=64.926308, expected=40.000000 predicted=63.707186, expected=52.000000 predicted=74.197877, expected=36.000000 predicted=52.563150, expected=28.000000 predicted=37.805423, expected=8.000000 predicted=27.599379, expected=28.000000 predicted=30.127808, expected=44.000000 predicted=33.656849, expected=24.000000 predicted=29.004221, expected=28.000000 predicted=27.518036, expected=24.000000 predicted=24.609635, expected=8.000000 predicted=23.004183, expected=16.000000 predicted=21.740042, expected=12.000000 predicted=16.534112, expected=20.000000 predicted=18.683226, expected=8.000000 predicted=13.335144, expected=20.000000 predicted=15.325834, expected=12.000000 predicted=13.674395, expected=20.000000 predicted=16.769003, expected=8.000000 predicted=13.122404, expected=28.000000 predicted=18.365067, expected=12.000000 predicted=15.558061, expected=24.000000 predicted=19.443977, expected=44.000000 predicted=25.682573, expected=12.000000 predicted=21.209516, expected=4.000000 predicted=18.280793, expected=8.000000 predicted=13.349441, expected=24.000000 predicted=19.614868, expected=16.000000 predicted=18.082547, expected=32.000000 predicted=19.713775, expected=12.000000 predicted=15.295686, expected=8.000000 predicted=15.760247, expected=16.000000 predicted=16.157749, expected=8.000000 predicted=13.946466, expected=8.000000 predicted=13.137551, expected=12.000000 predicted=10.329257, expected=16.000000 predicted=12.242994, expected=8.000000 predicted=11.077626, expected=8.000000 predicted=9.710036, expected=4.000000 predicted=7.840827, expected=20.000000 predicted=12.697761, expected=8.000000 predicted=10.290839, expected=8.000000 predicted=9.854446, expected=12.000000 predicted=9.546081, expected=12.000000 predicted=11.007186, expected=20.000000 predicted=14.700978, expected=12.000000 predicted=12.230540, expected=20.000000 predicted=15.413940, expected=28.000000 predicted=18.910452, expected=4.000000 predicted=14.685957, expected=32.000000 predicted=21.438046, expected=16.000000 predicted=17.374142, expected=12.000000 predicted=18.981132, expected=8.000000 predicted=13.907170, expected=8.000000 predicted=12.065536, expected=16.000000 predicted=15.006192, expected=20.000000 predicted=14.658129, expected=16.000000 predicted=14.449679, expected=20.000000 predicted=15.813662, expected=12.000000 predicted=14.646903, expected=8.000000 predicted=14.101935, expected=16.000000 predicted=14.743928, expected=24.000000 predicted=17.307082, expected=16.000000 predicted=16.719602, expected=56.000000 predicted=28.315087, expected=20.000000 predicted=23.471547, expected=8.000000 predicted=22.548257, expected=36.000000 predicted=25.504443, expected=4.000000 predicted=19.993990, expected=8.000000 predicted=20.546902, expected=20.000000 predicted=14.471833, expected=32.000000 predicted=21.012832, expected=4.000000 predicted=16.154999, expected=24.000000 predicted=17.004201, expected=36.000000 predicted=21.898000, expected=12.000000 predicted=21.418886, expected=12.000000 predicted=18.925574, expected=24.000000 predicted=17.941332, expected=24.000000 predicted=22.530615, expected=16.000000 predicted=20.674523, expected=16.000000 predicted=16.986585, expected=16.000000 predicted=17.103034, expected=20.000000 predicted=19.383432, expected=20.000000 predicted=18.966638, expected=12.000000 predicted=16.156074, expected=20.000000 predicted=17.610120, expected=12.000000 predicted=15.486447, expected=12.000000 predicted=15.626676, expected=16.000000 predicted=14.869174, expected=20.000000 predicted=16.199507, expected=20.000000 predicted=17.604429, expected=12.000000 predicted=15.081307, expected=20.000000 predicted=17.073871, expected=16.000000 predicted=16.728107, expected=16.000000 predicted=17.527185, expected=16.000000 predicted=16.276977, expected=32.000000 predicted=20.957438, expected=24.000000 predicted=21.647827, expected=12.000000 predicted=19.058603, expected=12.000000 predicted=16.743302, expected=16.000000 predicted=17.317983, expected=8.000000 predicted=15.692409, expected=28.000000 predicted=18.655889, expected=12.000000 predicted=14.156876, expected=16.000000 predicted=16.458123, expected=16.000000 predicted=15.033907, expected=16.000000 predicted=16.236758, expected=28.000000 predicted=20.785746, expected=32.000000 predicted=22.393991, expected=40.000000 predicted=28.333226, expected=16.000000 predicted=23.787101, expected=16.000000 predicted=23.221248, expected=16.000000 predicted=21.488615, expected=16.000000 predicted=21.388185, expected=8.000000 predicted=16.736137, expected=16.000000 predicted=14.671700, expected=12.000000 predicted=13.259038, expected=28.000000 predicted=18.491330, expected=16.000000 predicted=16.161329, expected=12.000000 predicted=15.609642, expected=16.000000 predicted=15.656489, expected=32.000000 predicted=21.292874, expected=16.000000 predicted=19.959761, expected=48.000000 predicted=28.350662, expected=20.000000 predicted=23.174996, expected=24.000000 predicted=27.182251, expected=44.000000 predicted=31.180432, expected=16.000000 predicted=26.745934, expected=56.000000 predicted=38.898998, expected=24.000000 predicted=28.818025, expected=8.000000 predicted=27.316936, expected=16.000000 predicted=22.661548, expected=12.000000 predicted=19.347780, expected=20.000000 predicted=22.444589, expected=36.000000 predicted=22.053625, expected=28.000000 predicted=22.446222, expected=8.000000 predicted=18.967700, expected=12.000000 predicted=17.013437, expected=16.000000 predicted=17.963525, expected=12.000000 predicted=17.845515, expected=32.000000 predicted=20.517851, expected=24.000000 predicted=18.744084, expected=8.000000 predicted=17.012364, expected=16.000000 predicted=16.660053, expected=8.000000 predicted=14.245902, expected=32.000000 predicted=22.351981, expected=8.000000 predicted=14.707146, expected=8.000000 predicted=13.533180, expected=36.000000 predicted=19.256988, expected=40.000000 predicted=25.820702, expected=12.000000 predicted=22.969862, expected=28.000000 predicted=22.681696, expected=16.000000 predicted=20.552780, expected=20.000000 predicted=25.241717, expected=32.000000 predicted=25.102917, expected=16.000000 predicted=20.517876, expected=12.000000 predicted=19.662702, expected=16.000000 predicted=16.973094, expected=20.000000 predicted=19.247198, expected=24.000000 predicted=21.016966, expected=28.000000 predicted=21.188895, expected=24.000000 predicted=21.650092, expected=56.000000 predicted=32.963771, expected=32.000000 predicted=31.511001, expected=20.000000 predicted=30.652586, expected=48.000000 predicted=34.921530, expected=8.000000 predicted=27.362450, expected=16.000000 predicted=28.684639, expected=32.000000 predicted=24.189671, expected=20.000000 predicted=24.354386, expected=64.000000 predicted=37.576134, expected=16.000000 predicted=24.732400, expected=48.000000 predicted=37.265878, expected=16.000000 predicted=27.369067, expected=28.000000 predicted=32.963589, expected=16.000000 predicted=26.715882, expected=16.000000 predicted=22.757400, expected=16.000000 Test MSE: 221.722
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955])] predicted=8.677242, expected=8.000000 predicted=8.106424, expected=28.000000 predicted=10.504598, expected=24.000000 predicted=13.624615, expected=16.000000 predicted=14.820887, expected=8.000000 predicted=14.079405, expected=20.000000 predicted=17.312703, expected=8.000000 predicted=17.101395, expected=8.000000 predicted=14.206901, expected=20.000000 predicted=13.429156, expected=20.000000 predicted=14.166054, expected=16.000000 predicted=15.586834, expected=8.000000 predicted=12.975454, expected=20.000000 predicted=15.420055, expected=8.000000 predicted=15.026867, expected=8.000000 predicted=13.507806, expected=12.000000 predicted=11.857575, expected=36.000000 predicted=16.093074, expected=12.000000 predicted=15.831539, expected=20.000000 predicted=16.397537, expected=16.000000 predicted=16.692359, expected=16.000000 predicted=18.751235, expected=16.000000 predicted=19.446300, expected=16.000000 predicted=15.980724, expected=20.000000 predicted=17.512799, expected=20.000000 predicted=17.420066, expected=20.000000 predicted=18.117041, expected=4.000000 predicted=15.534146, expected=16.000000 predicted=16.117646, expected=8.000000 predicted=14.289817, expected=8.000000 predicted=12.899011, expected=8.000000 predicted=10.561570, expected=8.000000 predicted=8.602136, expected=12.000000 predicted=10.175717, expected=24.000000 predicted=11.748599, expected=40.000000 predicted=17.474678, expected=28.000000 predicted=20.205700, expected=8.000000 predicted=19.475281, expected=24.000000 predicted=22.469095, expected=12.000000 predicted=22.086793, expected=12.000000 predicted=21.067630, expected=28.000000 predicted=19.022737, expected=16.000000 predicted=16.502178, expected=16.000000 predicted=18.310364, expected=16.000000 predicted=16.334094, expected=24.000000 predicted=18.875942, expected=12.000000 predicted=18.560809, expected=4.000000 predicted=14.419723, expected=32.000000 predicted=17.792245, expected=8.000000 predicted=15.530505, expected=16.000000 predicted=16.680460, expected=4.000000 predicted=11.831184, expected=12.000000 predicted=12.795588, expected=20.000000 predicted=15.591211, expected=16.000000 predicted=12.855136, expected=20.000000 predicted=14.976047, expected=12.000000 predicted=13.646351, expected=12.000000 predicted=15.277772, expected=12.000000 predicted=15.181936, expected=16.000000 predicted=14.813895, expected=12.000000 predicted=14.015912, expected=16.000000 predicted=13.492885, expected=20.000000 predicted=14.758157, expected=12.000000 predicted=14.584235, expected=28.000000 predicted=17.819563, expected=20.000000 predicted=17.812286, expected=20.000000 predicted=19.619329, expected=4.000000 predicted=16.682471, expected=20.000000 predicted=17.504666, expected=16.000000 predicted=17.869660, expected=16.000000 predicted=16.392740, expected=8.000000 predicted=13.733479, expected=12.000000 predicted=12.566215, expected=8.000000 predicted=13.139439, expected=4.000000 predicted=10.603492, expected=28.000000 predicted=13.280144, expected=8.000000 predicted=11.017952, expected=12.000000 predicted=12.395202, expected=20.000000 predicted=13.105282, expected=36.000000 predicted=18.625091, expected=28.000000 predicted=22.372021, expected=20.000000 predicted=20.646042, expected=24.000000 predicted=23.092572, expected=16.000000 predicted=23.613314, expected=12.000000 predicted=22.632382, expected=4.000000 predicted=16.874123, expected=20.000000 predicted=16.276917, expected=20.000000 predicted=16.169571, expected=20.000000 predicted=15.785226, expected=8.000000 predicted=13.646861, expected=8.000000 predicted=13.031280, expected=20.000000 predicted=16.117092, expected=4.000000 predicted=13.077148, expected=12.000000 predicted=12.335318, expected=20.000000 predicted=11.980409, expected=20.000000 predicted=14.308954, expected=12.000000 predicted=14.702646, expected=20.000000 predicted=14.732513, expected=16.000000 predicted=16.461899, expected=8.000000 predicted=15.908469, expected=8.000000 predicted=13.808928, expected=4.000000 predicted=10.965611, expected=12.000000 predicted=11.554103, expected=8.000000 predicted=9.289335, expected=12.000000 predicted=8.918111, expected=16.000000 predicted=10.110495, expected=20.000000 predicted=12.269303, expected=12.000000 predicted=13.279307, expected=20.000000 predicted=14.868273, expected=8.000000 predicted=14.214749, expected=8.000000 predicted=13.977235, expected=12.000000 predicted=13.205737, expected=12.000000 predicted=12.045069, expected=16.000000 predicted=12.976254, expected=4.000000 predicted=9.679314, expected=4.000000 predicted=9.181070, expected=8.000000 predicted=9.147153, expected=32.000000 predicted=13.519344, expected=28.000000 predicted=15.843431, expected=20.000000 predicted=16.267841, expected=24.000000 predicted=19.196925, expected=16.000000 predicted=20.847639, expected=16.000000 predicted=22.692658, expected=8.000000 predicted=18.252872, expected=8.000000 predicted=15.160897, expected=4.000000 predicted=12.349049, expected=40.000000 predicted=16.504241, expected=12.000000 predicted=14.416387, expected=16.000000 predicted=15.178873, expected=8.000000 predicted=13.770312, expected=28.000000 predicted=18.422366, expected=12.000000 predicted=19.225963, expected=16.000000 predicted=15.631639, expected=28.000000 predicted=18.151176, expected=16.000000 predicted=17.854624, expected=12.000000 predicted=18.730127, expected=16.000000 predicted=16.418528, expected=20.000000 predicted=18.065389, expected=8.000000 predicted=16.545928, expected=8.000000 predicted=13.232338, expected=52.000000 predicted=20.473175, expected=28.000000 predicted=22.038661, expected=8.000000 predicted=20.768776, expected=4.000000 predicted=17.001428, expected=8.000000 predicted=17.374216, expected=24.000000 predicted=21.419168, expected=16.000000 predicted=14.896393, expected=8.000000 predicted=11.298586, expected=12.000000 predicted=11.792346, expected=8.000000 predicted=12.349258, expected=12.000000 predicted=13.548190, expected=12.000000 predicted=11.354750, expected=8.000000 predicted=9.931749, expected=16.000000 predicted=11.555689, expected=12.000000 predicted=11.227968, expected=12.000000 predicted=12.117266, expected=20.000000 predicted=13.540275, expected=12.000000 predicted=13.171985, expected=4.000000 predicted=12.464025, expected=12.000000 predicted=11.952817, expected=8.000000 predicted=11.120960, expected=4.000000 predicted=10.020087, expected=4.000000 predicted=7.195287, expected=32.000000 predicted=11.485441, expected=12.000000 predicted=11.823933, expected=8.000000 predicted=11.509529, expected=4.000000 predicted=10.006665, expected=20.000000 predicted=13.586573, expected=24.000000 predicted=17.105433, expected=20.000000 predicted=14.970382, expected=12.000000 predicted=14.433252, expected=24.000000 predicted=17.471285, expected=8.000000 predicted=17.494425, expected=4.000000 predicted=15.230967, expected=4.000000 predicted=11.627301, expected=20.000000 predicted=12.406686, expected=24.000000 predicted=14.506885, expected=12.000000 predicted=12.008373, expected=24.000000 predicted=14.983854, expected=16.000000 predicted=16.275488, expected=12.000000 predicted=17.991784, expected=24.000000 predicted=18.932578, expected=24.000000 predicted=18.749104, expected=8.000000 predicted=17.777375, expected=4.000000 predicted=14.295994, expected=8.000000 predicted=13.006157, expected=20.000000 predicted=15.090163, expected=16.000000 predicted=13.570440, expected=8.000000 predicted=10.589333, expected=24.000000 predicted=13.670712, expected=4.000000 predicted=12.678050, expected=40.000000 predicted=19.932835, expected=12.000000 predicted=16.645123, expected=4.000000 predicted=15.326884, expected=16.000000 predicted=16.451959, expected=28.000000 predicted=17.618243, expected=16.000000 predicted=19.526545, expected=8.000000 predicted=13.837096, expected=4.000000 predicted=12.136385, expected=8.000000 predicted=13.218180, expected=12.000000 predicted=12.846248, expected=4.000000 predicted=8.557866, expected=16.000000 predicted=9.035529, expected=8.000000 predicted=8.397206, expected=8.000000 predicted=9.428007, expected=28.000000 predicted=13.212028, expected=16.000000 predicted=13.193258, expected=12.000000 predicted=14.799584, expected=12.000000 predicted=13.709522, expected=16.000000 predicted=15.328352, expected=40.000000 predicted=21.611556, expected=24.000000 predicted=19.937008, expected=16.000000 predicted=19.987741, expected=28.000000 predicted=22.665441, expected=16.000000 predicted=22.925551, expected=40.000000 predicted=28.301442, expected=16.000000 predicted=22.720240, expected=24.000000 predicted=23.736524, expected=48.000000 predicted=29.143794, expected=44.000000 predicted=31.746615, expected=40.000000 predicted=35.747489, expected=76.000000 predicted=42.576333, expected=40.000000 predicted=44.682639, expected=104.000000 predicted=61.127710, expected=60.000000 predicted=60.043240, expected=24.000000 predicted=57.217687, expected=12.000000 predicted=50.722104, expected=28.000000 predicted=43.998441, expected=60.000000 predicted=49.607305, expected=52.000000 predicted=40.323342, expected=68.000000 predicted=42.054642, expected=20.000000 predicted=38.146634, expected=8.000000 predicted=37.903178, expected=24.000000 predicted=38.083258, expected=12.000000 predicted=30.609358, expected=4.000000 predicted=22.602702, expected=24.000000 predicted=15.688326, expected=4.000000 predicted=12.115173, expected=8.000000 predicted=12.865382, expected=20.000000 predicted=12.082533, expected=4.000000 predicted=10.394665, expected=8.000000 predicted=11.440721, expected=4.000000 predicted=7.400713, expected=12.000000 predicted=9.675942, expected=16.000000 predicted=11.047585, expected=4.000000 predicted=7.800517, expected=8.000000 predicted=8.572002, expected=12.000000 predicted=9.241929, expected=12.000000 predicted=10.928823, expected=8.000000 predicted=9.966082, expected=12.000000 predicted=9.363557, expected=20.000000 predicted=12.375678, expected=12.000000 predicted=12.691408, expected=8.000000 predicted=11.807210, expected=12.000000 predicted=11.788329, expected=20.000000 predicted=14.380699, expected=24.000000 predicted=16.623525, expected=8.000000 predicted=13.639680, expected=12.000000 predicted=13.776950, expected=12.000000 predicted=14.293235, expected=16.000000 predicted=15.671104, expected=16.000000 predicted=14.849834, expected=16.000000 predicted=13.452079, expected=4.000000 predicted=12.102249, expected=8.000000 predicted=11.789359, expected=12.000000 predicted=11.959956, expected=8.000000 predicted=10.748987, expected=20.000000 predicted=11.920063, expected=8.000000 predicted=9.682621, expected=28.000000 predicted=14.910070, expected=20.000000 predicted=15.929115, expected=4.000000 predicted=14.269891, expected=12.000000 predicted=14.956683, expected=4.000000 predicted=12.031714, expected=4.000000 predicted=12.038026, expected=8.000000 predicted=8.625984, expected=8.000000 predicted=6.777192, expected=12.000000 predicted=8.325863, expected=8.000000 predicted=7.259986, expected=12.000000 predicted=8.830921, expected=12.000000 predicted=9.999796, expected=32.000000 predicted=15.085784, expected=12.000000 predicted=14.413301, expected=28.000000 predicted=18.055615, expected=20.000000 predicted=18.879436, expected=8.000000 predicted=18.343088, expected=16.000000 predicted=19.103127, expected=28.000000 predicted=19.111984, expected=20.000000 predicted=20.350896, expected=16.000000 predicted=17.970847, expected=8.000000 predicted=15.213908, expected=16.000000 predicted=17.317844, expected=12.000000 predicted=16.540522, expected=8.000000 predicted=13.286594, expected=16.000000 predicted=12.800876, expected=32.000000 predicted=16.237813, expected=24.000000 predicted=18.457462, expected=24.000000 predicted=19.610323, expected=16.000000 predicted=19.356904, expected=12.000000 predicted=20.192298, expected=8.000000 predicted=18.789010, expected=8.000000 predicted=15.071443, expected=12.000000 predicted=13.423199, expected=4.000000 predicted=9.753740, expected=4.000000 predicted=7.843193, expected=4.000000 predicted=6.382174, expected=16.000000 predicted=8.570581, expected=16.000000 predicted=9.780747, expected=16.000000 predicted=10.405770, expected=4.000000 predicted=9.405063, expected=12.000000 predicted=11.269128, expected=8.000000 predicted=11.693131, expected=24.000000 predicted=14.250713, expected=16.000000 predicted=13.424100, expected=20.000000 predicted=14.428077, expected=12.000000 predicted=14.844696, expected=36.000000 predicted=20.335827, expected=8.000000 predicted=18.642428, expected=4.000000 predicted=15.586872, expected=12.000000 predicted=14.710975, expected=20.000000 predicted=15.814429, expected=16.000000 predicted=16.440765, expected=32.000000 predicted=16.264277, expected=8.000000 predicted=14.590419, expected=16.000000 predicted=17.363363, expected=12.000000 predicted=16.693122, expected=8.000000 predicted=15.213339, expected=16.000000 predicted=15.555882, expected=12.000000 predicted=11.940373, expected=12.000000 predicted=12.803729, expected=8.000000 predicted=11.022399, expected=16.000000 predicted=12.218702, expected=20.000000 predicted=14.380230, expected=12.000000 predicted=13.356401, expected=12.000000 predicted=13.193164, expected=12.000000 predicted=13.052235, expected=16.000000 predicted=14.861924, expected=12.000000 predicted=13.988414, expected=32.000000 predicted=16.971302, expected=16.000000 predicted=16.501241, expected=12.000000 predicted=16.542941, expected=16.000000 predicted=16.895772, expected=12.000000 predicted=16.437958, expected=4.000000 predicted=15.013797, expected=28.000000 predicted=15.439352, expected=12.000000 predicted=13.823210, expected=20.000000 predicted=15.953990, expected=28.000000 predicted=17.520337, expected=20.000000 predicted=18.746247, expected=20.000000 predicted=21.413060, expected=4.000000 predicted=16.275914, expected=12.000000 predicted=17.133004, expected=28.000000 predicted=19.277273, expected=12.000000 predicted=16.093934, expected=16.000000 predicted=15.548415, expected=20.000000 predicted=15.107003, expected=8.000000 predicted=15.659001, expected=8.000000 predicted=15.126144, expected=20.000000 predicted=14.172572, expected=20.000000 predicted=15.767388, expected=16.000000 predicted=15.602282, expected=12.000000 predicted=13.657257, expected=12.000000 predicted=14.348487, expected=20.000000 predicted=16.949351, expected=8.000000 predicted=14.407017, expected=24.000000 predicted=15.968797, expected=8.000000 predicted=13.412783, expected=20.000000 predicted=15.841983, expected=8.000000 predicted=14.064988, expected=8.000000 predicted=12.576580, expected=16.000000 Test MSE: 109.882
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976])] predicted=27.633049, expected=68.000000 predicted=31.864103, expected=28.000000 predicted=33.861791, expected=8.000000 predicted=36.794763, expected=28.000000 predicted=36.697768, expected=8.000000 predicted=31.667453, expected=12.000000 predicted=28.245834, expected=44.000000 predicted=22.693150, expected=16.000000 predicted=15.967196, expected=24.000000 predicted=24.090484, expected=40.000000 predicted=23.588228, expected=8.000000 predicted=21.212424, expected=8.000000 predicted=26.108991, expected=8.000000 predicted=17.204091, expected=32.000000 predicted=20.584981, expected=36.000000 predicted=21.822364, expected=36.000000 predicted=20.563104, expected=32.000000 predicted=24.624364, expected=32.000000 predicted=28.511787, expected=16.000000 predicted=30.118771, expected=20.000000 predicted=29.851963, expected=12.000000 predicted=24.593427, expected=40.000000 predicted=26.859794, expected=28.000000 predicted=23.291766, expected=28.000000 predicted=24.204858, expected=24.000000 predicted=25.170824, expected=28.000000 predicted=26.074982, expected=8.000000 predicted=25.749346, expected=40.000000 predicted=28.120666, expected=28.000000 predicted=24.116767, expected=40.000000 predicted=28.697049, expected=44.000000 predicted=31.129056, expected=28.000000 predicted=29.285243, expected=40.000000 predicted=38.200257, expected=20.000000 predicted=31.742860, expected=20.000000 predicted=33.174986, expected=72.000000 predicted=39.566417, expected=16.000000 predicted=27.889561, expected=12.000000 predicted=33.423501, expected=16.000000 predicted=26.237668, expected=12.000000 predicted=23.458297, expected=20.000000 predicted=27.530607, expected=44.000000 predicted=20.244613, expected=12.000000 predicted=16.665480, expected=24.000000 predicted=23.157665, expected=44.000000 predicted=25.379243, expected=16.000000 predicted=24.126213, expected=12.000000 predicted=27.804509, expected=56.000000 predicted=28.163398, expected=32.000000 predicted=26.965392, expected=48.000000 predicted=37.233576, expected=12.000000 predicted=26.944785, expected=24.000000 predicted=31.600880, expected=8.000000 predicted=30.300733, expected=32.000000 predicted=27.515667, expected=32.000000 predicted=26.171253, expected=28.000000 predicted=21.871649, expected=24.000000 predicted=24.931389, expected=32.000000 predicted=25.374769, expected=20.000000 predicted=27.364546, expected=40.000000 predicted=30.715005, expected=24.000000 predicted=26.551726, expected=12.000000 predicted=25.558307, expected=20.000000 predicted=26.000798, expected=12.000000 predicted=20.295261, expected=32.000000 predicted=25.218781, expected=40.000000 predicted=22.746885, expected=32.000000 predicted=23.337778, expected=28.000000 predicted=27.402911, expected=20.000000 predicted=26.349402, expected=20.000000 predicted=29.079885, expected=28.000000 predicted=28.860232, expected=32.000000 predicted=26.662093, expected=48.000000 predicted=29.714489, expected=16.000000 predicted=25.174955, expected=12.000000 predicted=27.058239, expected=52.000000 predicted=32.650063, expected=60.000000 predicted=34.506713, expected=20.000000 predicted=33.843506, expected=20.000000 predicted=31.545495, expected=60.000000 predicted=37.237923, expected=12.000000 predicted=34.134241, expected=32.000000 predicted=38.844222, expected=36.000000 predicted=28.768537, expected=16.000000 predicted=27.466855, expected=32.000000 predicted=34.806968, expected=32.000000 predicted=24.912883, expected=48.000000 predicted=33.032526, expected=40.000000 predicted=33.241808, expected=52.000000 predicted=36.407595, expected=56.000000 predicted=42.451464, expected=76.000000 predicted=50.250192, expected=36.000000 predicted=49.100432, expected=20.000000 predicted=47.894321, expected=28.000000 predicted=46.108551, expected=44.000000 predicted=43.686544, expected=40.000000 predicted=41.676228, expected=28.000000 predicted=32.830121, expected=60.000000 predicted=37.702221, expected=36.000000 predicted=36.226053, expected=36.000000 predicted=42.112939, expected=48.000000 predicted=41.974132, expected=64.000000 predicted=44.121971, expected=56.000000 predicted=49.707560, expected=36.000000 predicted=45.447881, expected=68.000000 predicted=52.873566, expected=40.000000 predicted=49.072965, expected=100.000000 predicted=64.254499, expected=32.000000 predicted=50.862715, expected=32.000000 predicted=53.837338, expected=68.000000 predicted=58.864983, expected=104.000000 predicted=59.956873, expected=80.000000 predicted=68.511842, expected=64.000000 predicted=62.880725, expected=76.000000 predicted=70.489492, expected=28.000000 predicted=67.504372, expected=36.000000 predicted=69.339792, expected=24.000000 predicted=51.754734, expected=40.000000 predicted=46.031014, expected=48.000000 predicted=43.441959, expected=44.000000 predicted=35.777193, expected=48.000000 predicted=40.542980, expected=40.000000 predicted=39.495100, expected=40.000000 predicted=43.498216, expected=44.000000 predicted=44.382162, expected=68.000000 predicted=47.942235, expected=60.000000 predicted=48.800343, expected=64.000000 predicted=52.987561, expected=32.000000 predicted=49.668406, expected=40.000000 predicted=52.462318, expected=20.000000 predicted=46.934750, expected=40.000000 predicted=44.652100, expected=48.000000 predicted=41.443413, expected=80.000000 predicted=43.882872, expected=72.000000 predicted=48.775088, expected=20.000000 predicted=43.694075, expected=48.000000 predicted=54.233366, expected=44.000000 predicted=49.907027, expected=36.000000 predicted=50.958971, expected=124.000000 predicted=62.890463, expected=112.000000 predicted=58.153561, expected=56.000000 predicted=67.688215, expected=48.000000 predicted=70.704967, expected=32.000000 predicted=64.050680, expected=36.000000 predicted=71.607383, expected=56.000000 predicted=61.166274, expected=8.000000 predicted=36.898701, expected=24.000000 predicted=37.253351, expected=28.000000 predicted=29.723698, expected=20.000000 predicted=28.089350, expected=12.000000 predicted=26.502002, expected=32.000000 predicted=21.104672, expected=20.000000 predicted=21.255641, expected=56.000000 predicted=30.841670, expected=60.000000 predicted=32.385031, expected=20.000000 predicted=30.367610, expected=56.000000 predicted=43.876438, expected=44.000000 predicted=38.945928, expected=28.000000 predicted=44.293617, expected=32.000000 predicted=41.998029, expected=24.000000 predicted=31.899751, expected=100.000000 predicted=52.468677, expected=64.000000 predicted=44.865677, expected=24.000000 predicted=44.637206, expected=16.000000 predicted=43.181012, expected=8.000000 predicted=36.560694, expected=12.000000 predicted=40.403476, expected=44.000000 predicted=31.840738, expected=40.000000 predicted=23.371823, expected=40.000000 predicted=27.174123, expected=48.000000 predicted=31.571718, expected=72.000000 predicted=42.604206, expected=28.000000 predicted=42.326422, expected=52.000000 predicted=49.352100, expected=40.000000 predicted=44.227707, expected=60.000000 predicted=51.416626, expected=40.000000 predicted=48.605401, expected=56.000000 predicted=46.706695, expected=60.000000 predicted=51.317959, expected=12.000000 predicted=41.317407, expected=44.000000 predicted=49.213940, expected=80.000000 predicted=48.807942, expected=40.000000 predicted=46.252260, expected=40.000000 predicted=49.150450, expected=20.000000 predicted=35.782370, expected=64.000000 predicted=50.327975, expected=28.000000 predicted=43.801781, expected=60.000000 predicted=45.356111, expected=32.000000 predicted=38.292833, expected=64.000000 predicted=45.816891, expected=36.000000 predicted=46.136786, expected=40.000000 predicted=43.384116, expected=44.000000 predicted=46.918562, expected=20.000000 predicted=36.959559, expected=20.000000 predicted=39.293285, expected=40.000000 predicted=34.120446, expected=76.000000 predicted=41.676424, expected=124.000000 predicted=57.517654, expected=44.000000 predicted=47.705632, expected=60.000000 predicted=62.178500, expected=32.000000 predicted=57.896131, expected=32.000000 predicted=61.427636, expected=44.000000 predicted=60.422663, expected=80.000000 predicted=50.502731, expected=28.000000 predicted=43.710360, expected=16.000000 predicted=38.859143, expected=64.000000 predicted=45.751274, expected=36.000000 predicted=41.072107, expected=44.000000 predicted=48.983660, expected=72.000000 predicted=44.370837, expected=80.000000 predicted=49.960875, expected=28.000000 predicted=52.181780, expected=32.000000 predicted=49.208459, expected=36.000000 predicted=47.056205, expected=32.000000 predicted=47.011170, expected=40.000000 predicted=44.794604, expected=64.000000 predicted=39.724835, expected=56.000000 predicted=42.250192, expected=20.000000 predicted=39.371330, expected=32.000000 predicted=41.285043, expected=40.000000 predicted=40.977967, expected=72.000000 predicted=50.540792, expected=56.000000 predicted=46.097380, expected=32.000000 predicted=39.979876, expected=20.000000 predicted=40.612145, expected=32.000000 predicted=41.672760, expected=36.000000 predicted=42.903506, expected=40.000000 predicted=37.871886, expected=44.000000 predicted=34.585997, expected=48.000000 predicted=36.055520, expected=64.000000 predicted=44.706517, expected=52.000000 predicted=45.937802, expected=84.000000 predicted=57.538492, expected=32.000000 predicted=49.423064, expected=32.000000 predicted=52.538069, expected=64.000000 predicted=56.764052, expected=52.000000 predicted=50.624657, expected=56.000000 predicted=56.954757, expected=28.000000 predicted=41.379983, expected=36.000000 predicted=44.354624, expected=40.000000 predicted=46.705295, expected=60.000000 predicted=47.049558, expected=28.000000 predicted=40.222555, expected=48.000000 predicted=41.477020, expected=56.000000 predicted=44.113750, expected=20.000000 predicted=39.159479, expected=60.000000 predicted=50.073145, expected=32.000000 predicted=36.720203, expected=28.000000 predicted=41.546242, expected=40.000000 predicted=41.227920, expected=56.000000 predicted=38.518909, expected=24.000000 predicted=39.331329, expected=36.000000 predicted=37.464700, expected=48.000000 predicted=38.105236, expected=44.000000 predicted=40.673007, expected=20.000000 predicted=38.148941, expected=36.000000 predicted=35.320025, expected=84.000000 predicted=46.765892, expected=52.000000 predicted=44.856402, expected=48.000000 predicted=48.883639, expected=20.000000 predicted=39.787182, expected=40.000000 predicted=46.821924, expected=76.000000 predicted=57.116301, expected=40.000000 predicted=43.609349, expected=24.000000 predicted=42.240921, expected=36.000000 predicted=38.833960, expected=24.000000 predicted=37.988367, expected=60.000000 predicted=48.235170, expected=24.000000 predicted=32.027313, expected=20.000000 predicted=31.630933, expected=56.000000 predicted=38.886016, expected=48.000000 predicted=36.187433, expected=28.000000 predicted=40.130220, expected=32.000000 predicted=34.902245, expected=40.000000 predicted=36.206519, expected=20.000000 predicted=36.765570, expected=88.000000 predicted=48.267751, expected=36.000000 predicted=35.161810, expected=52.000000 predicted=46.862295, expected=40.000000 predicted=44.503633, expected=36.000000 predicted=43.236583, expected=40.000000 predicted=51.520371, expected=76.000000 predicted=48.129836, expected=60.000000 predicted=49.393286, expected=60.000000 predicted=52.345071, expected=48.000000 predicted=51.592040, expected=40.000000 predicted=52.454019, expected=44.000000 predicted=56.248230, expected=68.000000 predicted=55.118668, expected=36.000000 predicted=47.675077, expected=40.000000 predicted=47.401875, expected=60.000000 predicted=48.446932, expected=64.000000 predicted=51.195276, expected=44.000000 predicted=52.273653, expected=20.000000 predicted=42.460302, expected=40.000000 predicted=45.666549, expected=12.000000 predicted=38.337664, expected=44.000000 predicted=41.715846, expected=64.000000 predicted=38.544499, expected=52.000000 predicted=36.730983, expected=20.000000 predicted=37.606615, expected=48.000000 predicted=40.368735, expected=16.000000 predicted=37.498538, expected=28.000000 predicted=41.155510, expected=28.000000 predicted=33.014084, expected=36.000000 predicted=28.971550, expected=32.000000 predicted=32.389769, expected=12.000000 predicted=23.481926, expected=40.000000 predicted=31.384534, expected=28.000000 predicted=27.613381, expected=28.000000 predicted=30.248829, expected=12.000000 predicted=24.844879, expected=52.000000 predicted=30.165851, expected=12.000000 predicted=26.031305, expected=28.000000 predicted=28.830301, expected=24.000000 predicted=25.500132, expected=32.000000 predicted=25.824772, expected=36.000000 predicted=32.571851, expected=48.000000 predicted=29.613046, expected=28.000000 predicted=31.125558, expected=52.000000 predicted=37.919057, expected=16.000000 predicted=32.263124, expected=36.000000 predicted=37.812792, expected=48.000000 predicted=38.982564, expected=40.000000 predicted=35.243921, expected=68.000000 predicted=46.561119, expected=40.000000 predicted=37.499787, expected=52.000000 predicted=48.117374, expected=56.000000 predicted=50.524413, expected=28.000000 predicted=44.820527, expected=36.000000 predicted=49.247618, expected=64.000000 predicted=46.806104, expected=36.000000 predicted=43.501026, expected=64.000000 predicted=50.884135, expected=140.000000 predicted=63.829924, expected=180.000000 predicted=88.304703, expected=68.000000 predicted=84.545243, expected=60.000000 predicted=89.749151, expected=68.000000 predicted=92.582629, expected=40.000000 predicted=90.733235, expected=40.000000 predicted=82.989139, expected=60.000000 predicted=57.618523, expected=32.000000 predicted=47.391552, expected=8.000000 predicted=41.119433, expected=72.000000 predicted=46.858336, expected=20.000000 predicted=32.793485, expected=32.000000 predicted=41.473258, expected=32.000000 predicted=32.480157, expected=48.000000 predicted=33.741185, expected=44.000000 predicted=43.719957, expected=64.000000 predicted=41.416801, expected=20.000000 predicted=36.162260, expected=32.000000 predicted=40.609723, expected=36.000000 predicted=40.244162, expected=56.000000 predicted=43.088040, expected=24.000000 predicted=38.470781, expected=40.000000 predicted=35.730059, expected=48.000000 predicted=39.065677, expected=44.000000 predicted=40.375592, expected=52.000000 predicted=46.548247, expected=60.000000 predicted=44.365027, expected=28.000000 predicted=42.433074, expected=56.000000 predicted=50.745189, expected=40.000000 predicted=44.256649, expected=40.000000 predicted=46.334943, expected=40.000000 predicted=45.373826, expected=44.000000 predicted=40.212733, expected=32.000000 predicted=41.938231, expected=56.000000 predicted=44.094506, expected=68.000000 predicted=47.423902, expected=100.000000 predicted=59.811702, expected=44.000000 predicted=53.531480, expected=32.000000 predicted=53.566893, expected=44.000000 predicted=56.550247, expected=52.000000 predicted=55.754225, expected=36.000000 predicted=53.525825, expected=84.000000 predicted=53.537654, expected=44.000000 predicted=44.297952, expected=68.000000 predicted=57.183883, expected=68.000000 predicted=58.665482, expected=40.000000 predicted=52.316700, expected=80.000000 predicted=69.515096, expected=64.000000 predicted=57.515566, expected=84.000000 predicted=70.039877, expected=48.000000 predicted=62.209681, expected=68.000000 predicted=63.879677, expected=44.000000 predicted=63.009887, expected=136.000000 predicted=80.597340, expected=60.000000 predicted=69.383615, expected=32.000000 predicted=63.056218, expected=16.000000 predicted=58.203119, expected=24.000000 predicted=47.620596, expected=36.000000 predicted=56.485507, expected=60.000000 predicted=42.043218, expected=24.000000 predicted=30.190052, expected=44.000000 predicted=35.218316, expected=76.000000 predicted=45.276955, expected=12.000000 predicted=36.111784, expected=36.000000 predicted=46.358666, expected=56.000000 predicted=40.511873, expected=32.000000 predicted=39.793699, expected=40.000000 predicted=46.677379, expected=48.000000 predicted=35.957246, expected=80.000000 predicted=50.416227, expected=44.000000 predicted=48.697720, expected=40.000000 predicted=46.978010, expected=36.000000 predicted=46.465115, expected=60.000000 predicted=51.627070, expected=32.000000 Test MSE: 471.354
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038])] predicted=56.569526, expected=52.000000 predicted=58.142605, expected=84.000000 predicted=65.067210, expected=68.000000 predicted=59.508573, expected=16.000000 predicted=54.224814, expected=64.000000 predicted=59.031400, expected=44.000000 predicted=50.952187, expected=40.000000 predicted=51.105638, expected=64.000000 predicted=55.363471, expected=80.000000 predicted=50.673310, expected=64.000000 predicted=60.946436, expected=44.000000 predicted=55.580580, expected=36.000000 predicted=51.584946, expected=32.000000 predicted=49.645642, expected=40.000000 predicted=48.952518, expected=32.000000 predicted=41.270191, expected=80.000000 predicted=48.623462, expected=20.000000 predicted=37.940915, expected=12.000000 predicted=32.865394, expected=16.000000 predicted=33.163098, expected=12.000000 predicted=22.269801, expected=16.000000 predicted=28.706149, expected=72.000000 predicted=30.717559, expected=56.000000 predicted=32.772103, expected=28.000000 predicted=32.686845, expected=20.000000 predicted=32.913576, expected=28.000000 predicted=31.327926, expected=28.000000 predicted=38.370072, expected=24.000000 predicted=31.819357, expected=40.000000 predicted=30.144198, expected=40.000000 predicted=30.387497, expected=48.000000 predicted=36.071168, expected=92.000000 predicted=51.696026, expected=36.000000 predicted=43.644411, expected=60.000000 predicted=53.830874, expected=32.000000 predicted=49.104235, expected=60.000000 predicted=51.152520, expected=48.000000 predicted=58.609951, expected=48.000000 predicted=45.085719, expected=20.000000 predicted=44.294196, expected=16.000000 predicted=32.454618, expected=48.000000 predicted=42.064718, expected=36.000000 predicted=35.461675, expected=28.000000 predicted=33.911864, expected=52.000000 predicted=36.385605, expected=44.000000 predicted=35.447731, expected=28.000000 predicted=38.615794, expected=12.000000 predicted=31.711624, expected=48.000000 predicted=35.103365, expected=40.000000 predicted=37.858282, expected=24.000000 predicted=32.292091, expected=32.000000 predicted=32.683073, expected=52.000000 predicted=33.964303, expected=36.000000 predicted=38.402627, expected=36.000000 predicted=37.849649, expected=12.000000 predicted=29.346695, expected=36.000000 predicted=32.620719, expected=48.000000 predicted=39.174504, expected=36.000000 predicted=33.476072, expected=20.000000 predicted=32.023166, expected=20.000000 predicted=26.245402, expected=24.000000 predicted=28.874187, expected=48.000000 predicted=35.080047, expected=36.000000 predicted=32.119827, expected=44.000000 predicted=33.302567, expected=36.000000 predicted=34.887943, expected=24.000000 predicted=31.936252, expected=44.000000 predicted=40.468609, expected=24.000000 predicted=32.561495, expected=32.000000 predicted=34.076544, expected=40.000000 predicted=35.363493, expected=40.000000 predicted=32.776735, expected=32.000000 predicted=36.354743, expected=32.000000 predicted=32.713739, expected=40.000000 predicted=35.938345, expected=16.000000 predicted=30.976831, expected=56.000000 predicted=39.042714, expected=28.000000 predicted=33.261461, expected=20.000000 predicted=29.458053, expected=44.000000 predicted=37.721632, expected=36.000000 predicted=30.158468, expected=16.000000 predicted=33.040160, expected=8.000000 predicted=24.370038, expected=44.000000 predicted=28.249977, expected=32.000000 predicted=30.103027, expected=32.000000 predicted=29.467316, expected=68.000000 predicted=38.633710, expected=32.000000 predicted=32.284285, expected=48.000000 predicted=44.228964, expected=36.000000 predicted=41.334381, expected=16.000000 predicted=32.872328, expected=20.000000 predicted=37.714829, expected=36.000000 predicted=30.560972, expected=20.000000 predicted=28.557451, expected=40.000000 predicted=30.918999, expected=28.000000 predicted=26.597559, expected=28.000000 predicted=27.107367, expected=52.000000 predicted=37.565248, expected=28.000000 predicted=30.256779, expected=44.000000 predicted=38.424864, expected=36.000000 predicted=36.264827, expected=40.000000 predicted=36.133865, expected=36.000000 predicted=40.840059, expected=36.000000 predicted=35.303044, expected=48.000000 predicted=41.532221, expected=28.000000 predicted=35.778786, expected=40.000000 predicted=38.564632, expected=16.000000 predicted=32.016702, expected=28.000000 predicted=31.020150, expected=16.000000 predicted=29.275440, expected=12.000000 predicted=20.721656, expected=60.000000 predicted=34.077030, expected=24.000000 predicted=24.448828, expected=64.000000 predicted=38.174579, expected=32.000000 predicted=35.300472, expected=32.000000 predicted=33.005693, expected=16.000000 predicted=38.525682, expected=28.000000 predicted=28.878802, expected=20.000000 predicted=32.723015, expected=24.000000 predicted=24.840555, expected=4.000000 predicted=19.912860, expected=28.000000 predicted=19.837057, expected=52.000000 predicted=29.489033, expected=56.000000 predicted=33.026499, expected=44.000000 predicted=37.491998, expected=28.000000 predicted=33.141645, expected=32.000000 predicted=37.440493, expected=48.000000 predicted=43.427587, expected=76.000000 predicted=51.344278, expected=40.000000 predicted=45.141087, expected=40.000000 predicted=43.383242, expected=48.000000 predicted=46.825408, expected=36.000000 predicted=44.210995, expected=36.000000 predicted=47.229147, expected=40.000000 predicted=40.101225, expected=40.000000 predicted=39.257386, expected=48.000000 predicted=42.888284, expected=16.000000 predicted=33.633633, expected=24.000000 predicted=32.508006, expected=24.000000 predicted=31.165575, expected=28.000000 predicted=28.699283, expected=16.000000 predicted=26.947559, expected=32.000000 predicted=23.742388, expected=24.000000 predicted=24.574908, expected=32.000000 predicted=26.159235, expected=44.000000 predicted=32.058165, expected=40.000000 predicted=31.117634, expected=24.000000 predicted=32.196904, expected=48.000000 predicted=36.454749, expected=48.000000 predicted=39.480660, expected=40.000000 predicted=40.538046, expected=36.000000 predicted=40.339277, expected=24.000000 predicted=33.526361, expected=24.000000 predicted=34.984005, expected=52.000000 predicted=39.563218, expected=8.000000 predicted=27.993959, expected=24.000000 predicted=28.245777, expected=20.000000 predicted=25.090848, expected=28.000000 predicted=23.610000, expected=28.000000 predicted=29.862934, expected=24.000000 predicted=21.040858, expected=36.000000 predicted=28.075326, expected=32.000000 predicted=27.893206, expected=44.000000 predicted=33.294578, expected=48.000000 predicted=37.259220, expected=28.000000 predicted=33.591111, expected=44.000000 predicted=39.697041, expected=40.000000 predicted=38.681454, expected=20.000000 predicted=34.667588, expected=48.000000 predicted=40.643221, expected=36.000000 predicted=34.860345, expected=24.000000 predicted=33.935151, expected=28.000000 predicted=33.762091, expected=16.000000 predicted=25.119174, expected=36.000000 predicted=32.372490, expected=32.000000 predicted=29.794098, expected=36.000000 predicted=29.050355, expected=48.000000 predicted=35.476849, expected=32.000000 predicted=31.836163, expected=16.000000 predicted=31.559385, expected=48.000000 predicted=36.647818, expected=32.000000 predicted=33.866948, expected=20.000000 predicted=31.989205, expected=52.000000 predicted=36.893822, expected=60.000000 predicted=38.140812, expected=36.000000 predicted=41.607328, expected=20.000000 predicted=36.002221, expected=24.000000 predicted=32.013009, expected=40.000000 predicted=37.912107, expected=20.000000 predicted=32.926499, expected=36.000000 predicted=31.205797, expected=36.000000 predicted=29.991292, expected=32.000000 predicted=30.023511, expected=36.000000 predicted=35.138937, expected=32.000000 predicted=30.906674, expected=16.000000 predicted=29.407743, expected=12.000000 predicted=25.777658, expected=44.000000 predicted=30.087959, expected=36.000000 predicted=29.956277, expected=36.000000 predicted=31.072267, expected=24.000000 predicted=28.194769, expected=12.000000 predicted=23.276624, expected=48.000000 predicted=35.567720, expected=44.000000 predicted=34.227725, expected=24.000000 predicted=30.980668, expected=28.000000 predicted=31.068473, expected=36.000000 predicted=30.070574, expected=28.000000 predicted=33.756045, expected=24.000000 predicted=31.179203, expected=24.000000 predicted=26.762839, expected=36.000000 predicted=29.434351, expected=28.000000 predicted=29.486551, expected=20.000000 predicted=26.084128, expected=40.000000 predicted=30.167349, expected=44.000000 predicted=32.370941, expected=20.000000 predicted=30.264841, expected=24.000000 predicted=29.606098, expected=24.000000 predicted=26.861589, expected=56.000000 predicted=36.498052, expected=76.000000 predicted=46.225979, expected=20.000000 predicted=34.027584, expected=8.000000 predicted=32.237296, expected=24.000000 predicted=32.188225, expected=48.000000 predicted=37.984259, expected=24.000000 predicted=35.052811, expected=20.000000 predicted=24.414462, expected=56.000000 predicted=32.684172, expected=44.000000 predicted=34.645723, expected=24.000000 predicted=35.729312, expected=40.000000 predicted=36.446504, expected=28.000000 predicted=32.002888, expected=36.000000 predicted=38.195736, expected=52.000000 predicted=40.469522, expected=32.000000 predicted=33.431942, expected=24.000000 predicted=34.926565, expected=60.000000 predicted=41.196851, expected=32.000000 predicted=36.671500, expected=40.000000 predicted=41.221867, expected=20.000000 predicted=34.012908, expected=44.000000 predicted=35.135651, expected=48.000000 predicted=43.102078, expected=64.000000 predicted=42.893434, expected=24.000000 predicted=39.335714, expected=84.000000 predicted=50.425079, expected=72.000000 predicted=57.395308, expected=20.000000 predicted=46.460052, expected=44.000000 predicted=54.949657, expected=20.000000 predicted=37.506703, expected=24.000000 predicted=41.871880, expected=16.000000 predicted=34.130068, expected=40.000000 predicted=26.987988, expected=12.000000 predicted=25.516041, expected=44.000000 predicted=27.847681, expected=24.000000 predicted=26.970933, expected=20.000000 predicted=23.383451, expected=8.000000 predicted=25.078212, expected=12.000000 predicted=16.827047, expected=24.000000 predicted=23.270882, expected=20.000000 predicted=18.001299, expected=36.000000 predicted=22.562624, expected=28.000000 predicted=21.848098, expected=16.000000 predicted=21.033736, expected=56.000000 predicted=33.635208, expected=20.000000 predicted=26.734038, expected=40.000000 predicted=33.945244, expected=28.000000 predicted=32.244116, expected=52.000000 predicted=34.185068, expected=40.000000 predicted=41.676223, expected=12.000000 predicted=28.386025, expected=12.000000 predicted=29.905644, expected=36.000000 predicted=29.125682, expected=32.000000 predicted=30.654022, expected=32.000000 predicted=29.337150, expected=32.000000 predicted=27.089231, expected=84.000000 predicted=41.890089, expected=12.000000 predicted=34.854193, expected=20.000000 predicted=34.196190, expected=48.000000 predicted=40.307538, expected=8.000000 predicted=26.307206, expected=40.000000 predicted=40.437265, expected=40.000000 predicted=28.947467, expected=16.000000 predicted=24.956342, expected=32.000000 predicted=33.853643, expected=24.000000 predicted=24.305533, expected=24.000000 predicted=28.366451, expected=24.000000 predicted=27.915832, expected=44.000000 predicted=28.010765, expected=36.000000 predicted=31.427440, expected=28.000000 predicted=29.855596, expected=20.000000 predicted=28.702082, expected=36.000000 predicted=30.579772, expected=32.000000 predicted=32.648987, expected=16.000000 predicted=27.000095, expected=24.000000 predicted=26.631351, expected=24.000000 predicted=24.029781, expected=24.000000 predicted=25.632912, expected=8.000000 predicted=20.840085, expected=28.000000 predicted=21.100706, expected=32.000000 predicted=23.932881, expected=16.000000 predicted=20.943807, expected=24.000000 predicted=23.605802, expected=32.000000 predicted=23.044822, expected=36.000000 predicted=28.176558, expected=28.000000 predicted=28.945507, expected=32.000000 predicted=28.204686, expected=24.000000 predicted=28.277274, expected=20.000000 predicted=27.374859, expected=16.000000 predicted=25.379613, expected=24.000000 predicted=23.565754, expected=80.000000 predicted=38.040565, expected=32.000000 predicted=32.004468, expected=32.000000 predicted=34.755059, expected=44.000000 predicted=39.202346, expected=36.000000 predicted=36.565527, expected=8.000000 predicted=38.153798, expected=44.000000 predicted=34.428966, expected=48.000000 predicted=35.250820, expected=32.000000 predicted=34.814616, expected=20.000000 predicted=32.659063, expected=72.000000 predicted=39.167204, expected=16.000000 predicted=34.893299, expected=20.000000 predicted=34.746604, expected=36.000000 predicted=34.694885, expected=44.000000 predicted=30.902196, expected=32.000000 predicted=39.456930, expected=56.000000 predicted=36.614504, expected=16.000000 predicted=30.887465, expected=16.000000 predicted=31.379301, expected=52.000000 predicted=38.837141, expected=40.000000 predicted=32.782629, expected=52.000000 predicted=42.743752, expected=48.000000 predicted=38.912193, expected=36.000000 predicted=37.728925, expected=60.000000 predicted=50.402079, expected=36.000000 predicted=43.134135, expected=4.000000 predicted=36.088271, expected=16.000000 predicted=33.159167, expected=28.000000 predicted=27.477167, expected=24.000000 predicted=28.136335, expected=24.000000 predicted=24.442651, expected=48.000000 predicted=26.012999, expected=20.000000 predicted=24.656856, expected=48.000000 predicted=34.421605, expected=48.000000 predicted=36.620037, expected=56.000000 predicted=40.314346, expected=32.000000 predicted=43.158172, expected=16.000000 predicted=33.077487, expected=52.000000 predicted=43.395157, expected=16.000000 predicted=32.779611, expected=36.000000 predicted=36.520215, expected=12.000000 predicted=27.001851, expected=32.000000 predicted=25.197028, expected=36.000000 predicted=33.311464, expected=16.000000 predicted=22.054988, expected=20.000000 predicted=26.829006, expected=20.000000 predicted=21.114251, expected=40.000000 predicted=27.891095, expected=32.000000 predicted=28.693298, expected=20.000000 predicted=24.114883, expected=16.000000 predicted=24.298188, expected=24.000000 predicted=23.817382, expected=44.000000 predicted=30.822477, expected=20.000000 predicted=25.612893, expected=32.000000 predicted=27.403879, expected=24.000000 predicted=26.102390, expected=44.000000 predicted=31.075752, expected=24.000000 predicted=31.812335, expected=36.000000 predicted=30.070503, expected=48.000000 predicted=36.681981, expected=16.000000 predicted=28.641038, expected=52.000000 predicted=40.012104, expected=84.000000 predicted=46.453672, expected=76.000000 predicted=52.899225, expected=40.000000 predicted=54.225532, expected=52.000000 predicted=52.618123, expected=32.000000 predicted=51.157046, expected=48.000000 predicted=54.483730, expected=48.000000 predicted=51.160081, expected=60.000000 predicted=47.001471, expected=28.000000 predicted=44.213901, expected=32.000000 predicted=39.901305, expected=44.000000 predicted=43.515243, expected=36.000000 predicted=39.129635, expected=36.000000 predicted=40.987453, expected=44.000000 predicted=37.454924, expected=12.000000 predicted=30.615617, expected=28.000000 predicted=33.662236, expected=36.000000 predicted=32.215602, expected=32.000000 predicted=30.085798, expected=24.000000 predicted=30.982419, expected=28.000000 predicted=26.135199, expected=28.000000 predicted=28.498077, expected=40.000000 predicted=32.257994, expected=32.000000 predicted=31.120810, expected=84.000000 predicted=44.028005, expected=12.000000 predicted=34.286870, expected=8.000000 predicted=31.608666, expected=16.000000 predicted=31.872041, expected=28.000000 predicted=25.033361, expected=32.000000 predicted=34.122324, expected=28.000000 predicted=21.702164, expected=32.000000 predicted=24.636481, expected=44.000000 predicted=30.785142, expected=52.000000 predicted=37.207885, expected=20.000000 predicted=33.266004, expected=48.000000 predicted=38.961261, expected=56.000000 predicted=42.492084, expected=20.000000 predicted=36.612926, expected=44.000000 predicted=43.426959, expected=28.000000 predicted=33.269265, expected=28.000000 predicted=35.370531, expected=20.000000 predicted=33.784056, expected=24.000000 predicted=25.327152, expected=20.000000 predicted=27.276673, expected=52.000000 predicted=30.955029, expected=24.000000 predicted=27.597141, expected=44.000000 predicted=32.190677, expected=40.000000 predicted=35.189373, expected=64.000000 predicted=40.754737, expected=48.000000 predicted=47.348227, expected=24.000000 predicted=38.008563, expected=40.000000 predicted=44.028047, expected=44.000000 predicted=41.363535, expected=36.000000 predicted=42.213881, expected=8.000000 predicted=32.412031, expected=24.000000 predicted=28.314530, expected=12.000000 predicted=24.834886, expected=20.000000 predicted=23.368075, expected=36.000000 predicted=25.767735, expected=24.000000 predicted=19.624442, expected=8.000000 predicted=20.319694, expected=20.000000 predicted=20.070496, expected=24.000000 Test MSE: 264.230
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572])] predicted=109.109261, expected=72.000000 predicted=96.965111, expected=116.000000 predicted=106.662053, expected=104.000000 predicted=107.553389, expected=68.000000 predicted=96.825535, expected=68.000000 predicted=85.855620, expected=284.000000 predicted=138.910132, expected=92.000000 predicted=129.154941, expected=132.000000 predicted=121.302688, expected=116.000000 predicted=116.708878, expected=84.000000 predicted=120.582080, expected=132.000000 predicted=145.159893, expected=128.000000 predicted=116.198799, expected=124.000000 predicted=122.310286, expected=108.000000 predicted=113.626515, expected=180.000000 predicted=130.027628, expected=172.000000 predicted=147.991929, expected=52.000000 predicted=118.955300, expected=88.000000 predicted=109.409906, expected=88.000000 predicted=108.443421, expected=104.000000 predicted=118.253451, expected=52.000000 predicted=91.886654, expected=120.000000 predicted=84.849026, expected=108.000000 predicted=96.712413, expected=80.000000 predicted=91.739487, expected=92.000000 predicted=91.026494, expected=64.000000 predicted=80.521709, expected=88.000000 predicted=91.884992, expected=76.000000 predicted=84.836225, expected=60.000000 predicted=74.566532, expected=128.000000 predicted=89.636895, expected=100.000000 predicted=89.608124, expected=120.000000 predicted=99.167214, expected=132.000000 predicted=105.073473, expected=104.000000 predicted=105.593083, expected=88.000000 predicted=108.292687, expected=156.000000 predicted=119.338934, expected=112.000000 predicted=120.833895, expected=112.000000 predicted=117.499803, expected=52.000000 predicted=94.872701, expected=68.000000 predicted=90.062108, expected=120.000000 predicted=107.314935, expected=100.000000 predicted=99.172547, expected=128.000000 predicted=102.420800, expected=80.000000 predicted=87.957116, expected=96.000000 predicted=95.009938, expected=92.000000 predicted=101.110056, expected=64.000000 predicted=90.000220, expected=152.000000 predicted=108.558981, expected=100.000000 predicted=100.338975, expected=116.000000 predicted=104.964723, expected=112.000000 predicted=104.516103, expected=88.000000 predicted=101.284520, expected=88.000000 predicted=107.079927, expected=92.000000 predicted=97.436068, expected=148.000000 predicted=113.739531, expected=120.000000 predicted=112.872051, expected=160.000000 predicted=120.927595, expected=88.000000 predicted=111.359476, expected=44.000000 predicted=96.306113, expected=88.000000 predicted=102.332666, expected=120.000000 predicted=108.036558, expected=120.000000 predicted=112.237178, expected=104.000000 predicted=95.524102, expected=88.000000 predicted=89.067921, expected=92.000000 predicted=98.366482, expected=92.000000 predicted=101.887695, expected=132.000000 predicted=109.555096, expected=124.000000 predicted=109.824184, expected=140.000000 predicted=114.800656, expected=100.000000 predicted=110.368180, expected=160.000000 predicted=126.217123, expected=204.000000 predicted=153.096741, expected=120.000000 predicted=141.861398, expected=100.000000 predicted=128.753613, expected=28.000000 predicted=100.625559, expected=120.000000 predicted=120.631684, expected=120.000000 predicted=123.811595, expected=92.000000 predicted=100.441034, expected=72.000000 predicted=84.216619, expected=92.000000 predicted=83.027660, expected=116.000000 predicted=105.619886, expected=104.000000 predicted=102.844066, expected=92.000000 predicted=93.782411, expected=96.000000 predicted=92.940944, expected=128.000000 predicted=107.305258, expected=120.000000 predicted=112.900122, expected=92.000000 predicted=103.612026, expected=96.000000 predicted=100.224822, expected=124.000000 predicted=110.293300, expected=100.000000 predicted=111.155769, expected=80.000000 predicted=99.122278, expected=96.000000 predicted=95.434323, expected=104.000000 predicted=100.816093, expected=88.000000 predicted=99.264980, expected=72.000000 predicted=87.014563, expected=100.000000 predicted=89.555107, expected=136.000000 predicted=105.418707, expected=40.000000 predicted=85.979090, expected=116.000000 predicted=91.085249, expected=124.000000 predicted=101.026604, expected=112.000000 predicted=108.611903, expected=100.000000 predicted=104.291438, expected=100.000000 predicted=94.974691, expected=72.000000 predicted=99.797877, expected=80.000000 predicted=95.427295, expected=128.000000 predicted=103.039606, expected=120.000000 predicted=105.412384, expected=64.000000 predicted=90.625625, expected=76.000000 predicted=83.764291, expected=88.000000 predicted=90.549567, expected=132.000000 predicted=108.295593, expected=92.000000 predicted=98.025385, expected=148.000000 predicted=103.934136, expected=160.000000 predicted=121.413784, expected=84.000000 predicted=113.383169, expected=68.000000 predicted=104.653121, expected=112.000000 predicted=107.267834, expected=120.000000 predicted=119.899208, expected=92.000000 predicted=108.107959, expected=120.000000 predicted=99.968209, expected=76.000000 predicted=93.724755, expected=108.000000 predicted=104.398952, expected=108.000000 predicted=105.394771, expected=180.000000 predicted=123.318796, expected=108.000000 predicted=118.440431, expected=100.000000 predicted=107.897657, expected=120.000000 predicted=117.299187, expected=132.000000 predicted=126.162577, expected=100.000000 predicted=123.918837, expected=68.000000 predicted=98.242566, expected=124.000000 predicted=107.117378, expected=120.000000 predicted=114.313852, expected=84.000000 predicted=104.256646, expected=108.000000 predicted=99.539103, expected=136.000000 predicted=109.085968, expected=100.000000 predicted=112.746001, expected=76.000000 predicted=99.675089, expected=96.000000 predicted=96.607353, expected=100.000000 predicted=103.001136, expected=48.000000 predicted=89.045305, expected=124.000000 predicted=93.537756, expected=76.000000 predicted=86.424535, expected=56.000000 predicted=80.034135, expected=68.000000 predicted=75.703661, expected=52.000000 predicted=67.038277, expected=120.000000 predicted=89.496189, expected=80.000000 predicted=78.160259, expected=144.000000 predicted=93.012950, expected=148.000000 predicted=108.122820, expected=100.000000 predicted=105.534870, expected=112.000000 predicted=114.269367, expected=84.000000 predicted=105.260562, expected=108.000000 predicted=115.588631, expected=72.000000 predicted=101.685459, expected=112.000000 predicted=99.168969, expected=108.000000 predicted=101.738134, expected=84.000000 predicted=93.575018, expected=72.000000 predicted=88.917236, expected=84.000000 predicted=86.030516, expected=104.000000 predicted=96.528030, expected=148.000000 predicted=108.316912, expected=120.000000 predicted=105.858540, expected=144.000000 predicted=114.314490, expected=168.000000 predicted=131.790917, expected=104.000000 predicted=127.973178, expected=84.000000 predicted=120.264729, expected=124.000000 predicted=121.208314, expected=96.000000 predicted=119.269684, expected=96.000000 predicted=112.200573, expected=84.000000 predicted=95.200791, expected=100.000000 predicted=96.629070, expected=156.000000 predicted=117.062378, expected=96.000000 predicted=105.791885, expected=148.000000 predicted=116.159139, expected=80.000000 predicted=105.442774, expected=132.000000 predicted=118.314436, expected=120.000000 predicted=123.494805, expected=148.000000 predicted=124.543296, expected=96.000000 predicted=119.057789, expected=120.000000 predicted=113.277119, expected=136.000000 predicted=126.764659, expected=132.000000 predicted=127.598438, expected=176.000000 predicted=141.178816, expected=140.000000 predicted=134.377738, expected=72.000000 predicted=120.249747, expected=204.000000 predicted=147.272418, expected=140.000000 predicted=147.235228, expected=152.000000 predicted=150.274554, expected=64.000000 predicted=118.544746, expected=220.000000 predicted=145.774682, expected=236.000000 predicted=184.608120, expected=156.000000 predicted=163.928050, expected=200.000000 predicted=170.818864, expected=116.000000 predicted=155.019155, expected=124.000000 predicted=168.415944, expected=140.000000 predicted=160.272815, expected=152.000000 predicted=150.401040, expected=144.000000 predicted=148.699556, expected=100.000000 predicted=124.592745, expected=72.000000 predicted=113.055783, expected=92.000000 predicted=112.096167, expected=240.000000 predicted=149.502058, expected=92.000000 predicted=126.411388, expected=132.000000 predicted=118.463040, expected=160.000000 predicted=130.278623, expected=92.000000 predicted=130.633347, expected=124.000000 predicted=139.474649, expected=116.000000 predicted=117.368872, expected=144.000000 predicted=131.221742, expected=120.000000 predicted=127.113737, expected=136.000000 predicted=122.377545, expected=116.000000 predicted=124.469425, expected=100.000000 predicted=118.584630, expected=136.000000 predicted=126.228685, expected=100.000000 predicted=116.935874, expected=132.000000 predicted=121.600982, expected=160.000000 predicted=128.578394, expected=108.000000 predicted=121.973707, expected=124.000000 predicted=124.886078, expected=136.000000 predicted=126.109279, expected=244.000000 predicted=163.622572, expected=116.000000 predicted=148.651959, expected=192.000000 predicted=153.609404, expected=108.000000 predicted=146.325636, expected=180.000000 predicted=162.770858, expected=176.000000 predicted=173.823294, expected=140.000000 predicted=151.283704, expected=160.000000 predicted=158.366972, expected=164.000000 predicted=154.470660, expected=232.000000 predicted=183.583293, expected=132.000000 predicted=166.080792, expected=128.000000 predicted=151.986821, expected=176.000000 predicted=164.021748, expected=144.000000 predicted=163.334376, expected=120.000000 predicted=153.050114, expected=152.000000 predicted=141.000500, expected=192.000000 predicted=157.366413, expected=152.000000 predicted=158.524724, expected=232.000000 predicted=171.940205, expected=172.000000 predicted=170.947501, expected=208.000000 predicted=186.070476, expected=316.000000 predicted=224.213659, expected=252.000000 predicted=229.683907, expected=292.000000 predicted=250.752886, expected=100.000000 predicted=206.415555, expected=84.000000 predicted=185.970950, expected=96.000000 predicted=176.180439, expected=96.000000 predicted=150.260618, expected=108.000000 predicted=130.895301, expected=156.000000 predicted=114.060438, expected=76.000000 predicted=100.998008, expected=132.000000 predicted=110.344197, expected=148.000000 predicted=122.976572, expected=124.000000 predicted=126.545646, expected=160.000000 predicted=135.977494, expected=152.000000 predicted=134.343681, expected=128.000000 predicted=139.448465, expected=124.000000 predicted=135.640201, expected=80.000000 predicted=120.117456, expected=128.000000 predicted=127.240503, expected=92.000000 predicted=115.834203, expected=68.000000 predicted=98.699094, expected=92.000000 predicted=94.463633, expected=112.000000 predicted=98.031670, expected=88.000000 predicted=98.062911, expected=72.000000 predicted=84.280627, expected=68.000000 predicted=78.898322, expected=116.000000 predicted=94.306216, expected=96.000000 predicted=95.422493, expected=136.000000 predicted=101.845818, expected=116.000000 predicted=103.162191, expected=92.000000 predicted=101.523410, expected=100.000000 predicted=105.955811, expected=128.000000 predicted=113.143113, expected=92.000000 predicted=110.427171, expected=52.000000 predicted=89.504987, expected=100.000000 predicted=91.433753, expected=80.000000 predicted=91.881113, expected=124.000000 predicted=101.423327, expected=128.000000 predicted=101.723028, expected=124.000000 predicted=104.862541, expected=96.000000 predicted=106.107364, expected=92.000000 predicted=102.706664, expected=112.000000 predicted=111.830673, expected=60.000000 predicted=97.613582, expected=112.000000 predicted=99.656309, expected=64.000000 predicted=86.754425, expected=144.000000 predicted=103.133844, expected=80.000000 predicted=95.984736, expected=80.000000 predicted=86.953060, expected=168.000000 predicted=113.992315, expected=112.000000 predicted=112.516247, expected=84.000000 predicted=107.979225, expected=116.000000 predicted=103.473945, expected=108.000000 predicted=111.196772, expected=124.000000 predicted=121.362925, expected=120.000000 predicted=112.299613, expected=88.000000 predicted=103.719434, expected=112.000000 predicted=109.601676, expected=152.000000 predicted=122.268853, expected=132.000000 predicted=125.856423, expected=132.000000 predicted=123.882625, expected=92.000000 predicted=112.615299, expected=112.000000 predicted=118.447286, expected=120.000000 predicted=123.383089, expected=64.000000 predicted=104.127930, expected=108.000000 predicted=102.949972, expected=104.000000 predicted=100.772892, expected=80.000000 predicted=97.249050, expected=88.000000 predicted=91.981226, expected=108.000000 predicted=93.191927, expected=140.000000 predicted=111.114545, expected=100.000000 predicted=104.918247, expected=188.000000 predicted=125.215538, expected=172.000000 predicted=140.321917, expected=92.000000 predicted=129.067429, expected=104.000000 predicted=123.654359, expected=88.000000 predicted=116.495090, expected=136.000000 predicted=132.445912, expected=88.000000 predicted=112.807577, expected=120.000000 predicted=105.634210, expected=132.000000 predicted=113.865503, expected=104.000000 predicted=111.640601, expected=116.000000 predicted=115.116865, expected=116.000000 predicted=112.194081, expected=160.000000 predicted=130.159741, expected=84.000000 predicted=116.128521, expected=192.000000 predicted=134.422875, expected=84.000000 predicted=122.473945, expected=128.000000 predicted=125.254605, expected=176.000000 predicted=141.248879, expected=200.000000 predicted=154.948297, expected=152.000000 predicted=158.270698, expected=116.000000 predicted=135.605425, expected=88.000000 predicted=131.784707, expected=72.000000 predicted=123.966669, expected=56.000000 predicted=106.013892, expected=80.000000 predicted=91.914704, expected=104.000000 predicted=90.044774, expected=108.000000 predicted=90.183807, expected=140.000000 predicted=100.441211, expected=176.000000 predicted=120.826385, expected=136.000000 predicted=127.837128, expected=156.000000 predicted=137.710782, expected=120.000000 predicted=135.353157, expected=72.000000 predicted=123.176312, expected=152.000000 predicted=134.734097, expected=92.000000 predicted=120.282068, expected=116.000000 predicted=118.231766, expected=112.000000 predicted=109.847324, expected=100.000000 predicted=106.308121, expected=96.000000 predicted=108.995491, expected=112.000000 predicted=104.737918, expected=100.000000 predicted=106.086471, expected=76.000000 predicted=95.996276, expected=96.000000 predicted=94.676210, expected=96.000000 predicted=96.215656, expected=104.000000 predicted=99.385862, expected=168.000000 predicted=115.892374, expected=116.000000 predicted=113.413196, expected=192.000000 predicted=136.630065, expected=96.000000 predicted=125.417712, expected=168.000000 predicted=141.113525, expected=136.000000 predicted=145.535389, expected=96.000000 predicted=129.344430, expected=88.000000 predicted=120.762620, expected=84.000000 predicted=105.072170, expected=120.000000 predicted=116.664498, expected=60.000000 predicted=94.542820, expected=120.000000 predicted=96.018614, expected=148.000000 predicted=110.682161, expected=156.000000 predicted=124.320274, expected=156.000000 predicted=132.226433, expected=132.000000 predicted=128.084709, expected=152.000000 predicted=143.294193, expected=128.000000 predicted=143.134519, expected=112.000000 predicted=134.973615, expected=204.000000 predicted=153.895340, expected=56.000000 predicted=125.092519, expected=92.000000 predicted=114.524444, expected=92.000000 predicted=106.980540, expected=164.000000 predicted=128.048461, expected=120.000000 predicted=126.836951, expected=148.000000 predicted=116.159367, expected=124.000000 predicted=122.717431, expected=92.000000 predicted=117.881446, expected=136.000000 predicted=129.059357, expected=68.000000 predicted=109.550916, expected=156.000000 predicted=123.684819, expected=96.000000 predicted=112.662608, expected=124.000000 predicted=113.130729, expected=128.000000 predicted=118.802889, expected=84.000000 predicted=106.636571, expected=140.000000 predicted=121.665513, expected=132.000000 predicted=120.862227, expected=144.000000 predicted=129.811454, expected=68.000000 predicted=109.551809, expected=108.000000 predicted=107.220565, expected=64.000000 predicted=102.948536, expected=108.000000 predicted=103.942219, expected=104.000000 predicted=101.566683, expected=132.000000 predicted=103.263153, expected=192.000000 predicted=129.822859, expected=60.000000 predicted=107.222406, expected=136.000000 predicted=117.300439, expected=128.000000 predicted=124.823773, expected=84.000000 predicted=120.130234, expected=108.000000 predicted=114.068365, expected=80.000000 predicted=95.901498, expected=160.000000 predicted=121.659777, expected=88.000000 predicted=109.363554, expected=68.000000 predicted=92.321181, expected=136.000000 predicted=105.965554, expected=60.000000 predicted=97.256985, expected=84.000000 predicted=95.760247, expected=112.000000 predicted=91.962264, expected=132.000000 predicted=106.062408, expected=92.000000 predicted=103.722243, expected=144.000000 predicted=106.963945, expected=136.000000 predicted=120.495195, expected=64.000000 predicted=108.414616, expected=72.000000 predicted=96.983800, expected=76.000000 predicted=91.844147, expected=112.000000 predicted=103.631885, expected=104.000000 predicted=98.147349, expected=104.000000 predicted=91.299740, expected=72.000000 predicted=86.669686, expected=104.000000 predicted=94.217746, expected=112.000000 predicted=103.577864, expected=52.000000 predicted=87.966296, expected=68.000000 predicted=79.408907, expected=80.000000 Test MSE: 1499.719
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748])] predicted=24.113256, expected=24.000000 predicted=23.719932, expected=20.000000 predicted=23.131176, expected=16.000000 predicted=23.519977, expected=24.000000 predicted=21.262139, expected=12.000000 predicted=21.329520, expected=40.000000 predicted=22.390105, expected=24.000000 predicted=24.663050, expected=44.000000 predicted=26.519495, expected=32.000000 predicted=31.218801, expected=12.000000 predicted=25.973196, expected=12.000000 predicted=25.272588, expected=32.000000 predicted=25.065439, expected=20.000000 predicted=26.256987, expected=40.000000 predicted=24.970704, expected=36.000000 predicted=27.270582, expected=36.000000 predicted=29.444589, expected=8.000000 predicted=28.297499, expected=20.000000 predicted=23.833652, expected=16.000000 predicted=25.663226, expected=28.000000 predicted=23.542735, expected=24.000000 predicted=23.369160, expected=32.000000 predicted=21.476286, expected=16.000000 predicted=23.147535, expected=44.000000 predicted=25.942558, expected=20.000000 predicted=29.005212, expected=28.000000 predicted=25.794591, expected=12.000000 predicted=25.487557, expected=20.000000 predicted=21.227433, expected=44.000000 predicted=29.053967, expected=40.000000 predicted=29.499867, expected=32.000000 predicted=30.099968, expected=16.000000 predicted=26.432812, expected=32.000000 predicted=28.817705, expected=20.000000 predicted=30.962369, expected=8.000000 predicted=23.235208, expected=28.000000 predicted=21.936202, expected=36.000000 predicted=24.531127, expected=24.000000 predicted=25.683607, expected=36.000000 predicted=25.484176, expected=28.000000 predicted=27.166348, expected=36.000000 predicted=30.841861, expected=32.000000 predicted=32.731606, expected=28.000000 predicted=30.141695, expected=56.000000 predicted=36.500832, expected=40.000000 predicted=38.724547, expected=20.000000 predicted=34.293602, expected=28.000000 predicted=32.306878, expected=56.000000 predicted=38.040576, expected=32.000000 predicted=40.476191, expected=20.000000 predicted=31.537396, expected=40.000000 predicted=31.936946, expected=12.000000 predicted=30.891535, expected=40.000000 predicted=31.960063, expected=24.000000 predicted=29.661490, expected=48.000000 predicted=29.930301, expected=40.000000 predicted=36.442459, expected=44.000000 predicted=34.433034, expected=36.000000 predicted=39.345074, expected=4.000000 predicted=30.737451, expected=40.000000 predicted=32.880333, expected=36.000000 predicted=34.987074, expected=40.000000 predicted=33.637730, expected=44.000000 predicted=34.847780, expected=20.000000 predicted=30.316915, expected=36.000000 predicted=34.336495, expected=24.000000 predicted=33.570445, expected=8.000000 predicted=26.974923, expected=16.000000 predicted=23.138184, expected=40.000000 predicted=24.230192, expected=36.000000 predicted=28.789724, expected=28.000000 predicted=26.029068, expected=24.000000 predicted=24.880998, expected=28.000000 predicted=27.782689, expected=12.000000 predicted=27.433047, expected=12.000000 predicted=21.704611, expected=24.000000 predicted=20.981232, expected=72.000000 predicted=30.856043, expected=24.000000 predicted=32.442035, expected=8.000000 predicted=22.490046, expected=20.000000 predicted=24.937422, expected=28.000000 predicted=28.499397, expected=20.000000 predicted=29.292151, expected=28.000000 predicted=21.496648, expected=36.000000 predicted=24.138621, expected=20.000000 predicted=25.533923, expected=28.000000 predicted=25.966385, expected=24.000000 predicted=26.117453, expected=20.000000 predicted=25.226710, expected=40.000000 predicted=28.350758, expected=40.000000 predicted=30.146286, expected=24.000000 predicted=29.461822, expected=12.000000 predicted=25.339072, expected=40.000000 predicted=28.358810, expected=12.000000 predicted=28.695182, expected=20.000000 predicted=23.133514, expected=28.000000 predicted=23.372268, expected=36.000000 predicted=24.831828, expected=48.000000 predicted=32.449321, expected=32.000000 predicted=30.392746, expected=44.000000 predicted=34.256857, expected=40.000000 predicted=38.663056, expected=8.000000 predicted=33.167215, expected=20.000000 predicted=29.639136, expected=40.000000 predicted=30.872602, expected=24.000000 predicted=30.099417, expected=32.000000 predicted=27.482940, expected=36.000000 predicted=27.341805, expected=16.000000 predicted=27.343464, expected=32.000000 predicted=29.178109, expected=24.000000 predicted=27.681694, expected=36.000000 predicted=28.980439, expected=36.000000 predicted=31.330564, expected=32.000000 predicted=29.303386, expected=52.000000 predicted=36.007615, expected=32.000000 predicted=36.255204, expected=40.000000 predicted=37.139812, expected=12.000000 predicted=33.571972, expected=44.000000 predicted=33.314747, expected=40.000000 predicted=38.646297, expected=28.000000 predicted=32.344500, expected=8.000000 predicted=27.852865, expected=12.000000 predicted=21.464800, expected=32.000000 predicted=27.146165, expected=16.000000 predicted=23.442431, expected=16.000000 predicted=18.098110, expected=24.000000 predicted=18.160532, expected=40.000000 predicted=23.965640, expected=12.000000 predicted=24.146470, expected=20.000000 predicted=19.919429, expected=16.000000 predicted=21.244403, expected=8.000000 predicted=18.620862, expected=8.000000 predicted=16.645523, expected=36.000000 predicted=16.999626, expected=28.000000 predicted=21.258716, expected=12.000000 predicted=17.815821, expected=16.000000 predicted=17.246707, expected=12.000000 predicted=17.780483, expected=20.000000 predicted=20.141611, expected=16.000000 predicted=17.846128, expected=28.000000 predicted=17.459294, expected=24.000000 predicted=20.319879, expected=8.000000 predicted=17.324735, expected=16.000000 predicted=17.669460, expected=24.000000 predicted=19.412728, expected=20.000000 predicted=20.289411, expected=12.000000 predicted=17.256747, expected=28.000000 predicted=17.820634, expected=28.000000 predicted=22.189068, expected=8.000000 predicted=19.618944, expected=24.000000 predicted=19.277689, expected=8.000000 predicted=17.925812, expected=8.000000 predicted=15.790531, expected=20.000000 predicted=16.280253, expected=16.000000 predicted=14.207444, expected=20.000000 predicted=16.239958, expected=12.000000 predicted=14.224161, expected=20.000000 predicted=15.442952, expected=8.000000 predicted=16.037977, expected=16.000000 predicted=14.474743, expected=28.000000 predicted=18.158586, expected=32.000000 predicted=20.333094, expected=20.000000 predicted=21.340692, expected=8.000000 predicted=17.629158, expected=12.000000 predicted=17.929402, expected=20.000000 predicted=19.668741, expected=20.000000 predicted=19.105867, expected=8.000000 predicted=14.645064, expected=24.000000 predicted=14.975553, expected=20.000000 predicted=18.004249, expected=12.000000 predicted=16.846922, expected=28.000000 predicted=18.845594, expected=24.000000 predicted=19.987649, expected=40.000000 predicted=25.182706, expected=24.000000 predicted=25.878065, expected=28.000000 predicted=25.113384, expected=8.000000 predicted=24.857908, expected=20.000000 predicted=22.118599, expected=12.000000 predicted=22.123901, expected=8.000000 predicted=15.485965, expected=24.000000 predicted=16.921514, expected=32.000000 predicted=18.486482, expected=36.000000 predicted=23.380039, expected=32.000000 predicted=25.084856, expected=8.000000 predicted=22.360661, expected=48.000000 predicted=29.123557, expected=16.000000 predicted=30.023576, expected=52.000000 predicted=31.002876, expected=20.000000 predicted=31.742030, expected=28.000000 predicted=26.185467, expected=36.000000 predicted=34.233975, expected=32.000000 predicted=30.439291, expected=44.000000 predicted=35.899662, expected=24.000000 predicted=31.216531, expected=16.000000 predicted=28.228424, expected=24.000000 predicted=28.390398, expected=16.000000 predicted=25.452638, expected=36.000000 predicted=26.563902, expected=40.000000 predicted=27.838362, expected=16.000000 predicted=24.753397, expected=8.000000 predicted=21.585053, expected=36.000000 predicted=24.613060, expected=24.000000 predicted=27.702756, expected=24.000000 predicted=24.396716, expected=8.000000 predicted=19.171224, expected=8.000000 predicted=16.122930, expected=12.000000 predicted=18.130785, expected=12.000000 predicted=14.443515, expected=12.000000 predicted=12.717587, expected=12.000000 predicted=10.678860, expected=32.000000 predicted=15.213277, expected=24.000000 predicted=18.794102, expected=16.000000 predicted=17.697636, expected=8.000000 predicted=16.575408, expected=24.000000 predicted=18.512752, expected=28.000000 predicted=22.940368, expected=28.000000 predicted=21.955570, expected=8.000000 predicted=18.555786, expected=12.000000 predicted=16.400625, expected=12.000000 predicted=18.231893, expected=32.000000 predicted=20.130540, expected=16.000000 predicted=19.270711, expected=44.000000 predicted=20.747128, expected=12.000000 predicted=22.783212, expected=24.000000 predicted=21.241211, expected=20.000000 predicted=25.298917, expected=12.000000 predicted=20.128206, expected=8.000000 predicted=19.333117, expected=24.000000 predicted=16.307787, expected=16.000000 predicted=18.063413, expected=24.000000 predicted=17.238627, expected=24.000000 predicted=18.825680, expected=24.000000 predicted=19.933431, expected=24.000000 predicted=22.848099, expected=28.000000 predicted=23.377699, expected=28.000000 predicted=25.634263, expected=20.000000 predicted=24.488022, expected=20.000000 predicted=23.329013, expected=28.000000 predicted=24.569517, expected=84.000000 predicted=36.994561, expected=36.000000 predicted=39.689884, expected=28.000000 predicted=33.496865, expected=60.000000 predicted=43.024974, expected=32.000000 predicted=44.727829, expected=12.000000 predicted=40.182108, expected=20.000000 predicted=29.854139, expected=16.000000 predicted=26.626202, expected=28.000000 predicted=27.632444, expected=36.000000 predicted=25.453368, expected=20.000000 predicted=22.415053, expected=12.000000 predicted=20.962395, expected=12.000000 predicted=19.476101, expected=4.000000 predicted=17.380763, expected=12.000000 predicted=15.235480, expected=8.000000 predicted=11.477099, expected=32.000000 predicted=13.835613, expected=16.000000 predicted=15.630917, expected=16.000000 predicted=13.968459, expected=28.000000 predicted=19.206014, expected=16.000000 predicted=19.296419, expected=16.000000 predicted=20.046048, expected=4.000000 predicted=15.359006, expected=12.000000 predicted=13.993104, expected=16.000000 predicted=15.620242, expected=20.000000 predicted=14.351431, expected=28.000000 predicted=17.070962, expected=28.000000 predicted=18.983832, expected=4.000000 predicted=17.464008, expected=28.000000 predicted=19.560849, expected=20.000000 predicted=22.106881, expected=16.000000 predicted=19.918452, expected=48.000000 predicted=25.277765, expected=8.000000 predicted=21.576875, expected=16.000000 predicted=20.583860, expected=12.000000 predicted=19.801934, expected=12.000000 predicted=17.224982, expected=16.000000 predicted=18.931655, expected=16.000000 predicted=13.455104, expected=16.000000 predicted=14.763719, expected=8.000000 predicted=13.076483, expected=24.000000 predicted=15.078671, expected=12.000000 predicted=15.920082, expected=28.000000 predicted=17.173369, expected=16.000000 predicted=18.287127, expected=4.000000 predicted=14.016480, expected=20.000000 predicted=16.725393, expected=20.000000 predicted=17.090623, expected=20.000000 predicted=18.277004, expected=20.000000 predicted=17.104822, expected=28.000000 predicted=18.830827, expected=16.000000 predicted=20.895360, expected=8.000000 predicted=17.569834, expected=48.000000 predicted=23.646746, expected=8.000000 predicted=22.754207, expected=24.000000 predicted=20.463147, expected=20.000000 predicted=21.375379, expected=28.000000 predicted=21.834846, expected=4.000000 predicted=22.390862, expected=20.000000 predicted=15.803632, expected=36.000000 predicted=23.073483, expected=12.000000 predicted=20.444105, expected=20.000000 predicted=19.395106, expected=4.000000 predicted=15.558090, expected=40.000000 predicted=21.164153, expected=12.000000 predicted=22.495271, expected=8.000000 predicted=14.376991, expected=12.000000 predicted=15.748961, expected=12.000000 predicted=13.819246, expected=32.000000 predicted=19.844841, expected=20.000000 predicted=17.382513, expected=28.000000 predicted=18.629893, expected=28.000000 predicted=22.787061, expected=32.000000 predicted=25.372635, expected=12.000000 predicted=25.277221, expected=16.000000 predicted=21.176588, expected=24.000000 predicted=23.153022, expected=24.000000 predicted=22.784632, expected=20.000000 predicted=21.579176, expected=28.000000 predicted=20.774723, expected=16.000000 predicted=21.433334, expected=20.000000 predicted=21.221801, expected=24.000000 predicted=22.160278, expected=28.000000 predicted=22.837306, expected=24.000000 predicted=23.781683, expected=16.000000 predicted=20.986584, expected=48.000000 predicted=26.854995, expected=16.000000 predicted=27.288203, expected=20.000000 predicted=23.744500, expected=36.000000 predicted=27.131605, expected=12.000000 predicted=24.430060, expected=36.000000 predicted=27.350406, expected=24.000000 predicted=25.126492, expected=12.000000 predicted=22.246800, expected=12.000000 predicted=21.163358, expected=16.000000 predicted=17.842582, expected=8.000000 predicted=17.631033, expected=44.000000 predicted=19.725894, expected=8.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=18.426368, expected=32.000000 predicted=18.778424, expected=28.000000 predicted=24.059046, expected=28.000000 predicted=24.191225, expected=40.000000 predicted=30.770055, expected=28.000000 predicted=27.903928, expected=20.000000 predicted=28.602827, expected=44.000000 predicted=31.057579, expected=20.000000 predicted=30.674942, expected=32.000000 predicted=29.726244, expected=32.000000 predicted=29.940429, expected=44.000000 predicted=32.051292, expected=20.000000 predicted=32.761813, expected=4.000000 predicted=23.437173, expected=20.000000 predicted=23.706218, expected=16.000000 predicted=22.425349, expected=36.000000 predicted=23.623217, expected=24.000000 predicted=21.565149, expected=16.000000 predicted=18.802434, expected=20.000000 predicted=21.439091, expected=16.000000 predicted=20.848976, expected=12.000000 predicted=20.098727, expected=8.000000 predicted=15.415871, expected=12.000000 predicted=13.397070, expected=28.000000 predicted=16.368179, expected=20.000000 predicted=17.094904, expected=8.000000 predicted=14.390563, expected=12.000000 predicted=13.824603, expected=16.000000 predicted=15.648203, expected=24.000000 predicted=18.267195, expected=16.000000 predicted=16.630428, expected=20.000000 predicted=15.813073, expected=20.000000 predicted=18.163548, expected=16.000000 predicted=18.441092, expected=20.000000 predicted=19.133710, expected=16.000000 predicted=17.995464, expected=36.000000 predicted=21.495210, expected=16.000000 predicted=21.689046, expected=20.000000 predicted=19.767709, expected=24.000000 predicted=22.108723, expected=4.000000 predicted=18.740165, expected=24.000000 predicted=19.682954, expected=8.000000 predicted=16.470774, expected=16.000000 predicted=15.077242, expected=8.000000 predicted=14.223175, expected=32.000000 predicted=15.077850, expected=16.000000 predicted=18.721500, expected=36.000000 predicted=19.181662, expected=40.000000 predicted=26.412511, expected=8.000000 predicted=23.291184, expected=8.000000 predicted=21.334803, expected=32.000000 predicted=22.668215, expected=12.000000 predicted=23.184885, expected=16.000000 predicted=18.739261, expected=12.000000 predicted=14.666660, expected=20.000000 predicted=16.066836, expected=20.000000 predicted=19.164613, expected=20.000000 predicted=16.816579, expected=16.000000 predicted=17.390815, expected=24.000000 predicted=18.475267, expected=16.000000 predicted=19.552873, expected=24.000000 predicted=19.692631, expected=40.000000 predicted=24.209562, expected=28.000000 predicted=25.741606, expected=44.000000 predicted=29.626677, expected=24.000000 predicted=30.100708, expected=24.000000 predicted=29.338729, expected=20.000000 predicted=29.443723, expected=24.000000 predicted=26.481425, expected=24.000000 predicted=26.743092, expected=20.000000 predicted=22.561044, expected=16.000000 predicted=20.943304, expected=20.000000 predicted=20.196893, expected=36.000000 predicted=23.721695, expected=24.000000 predicted=24.356615, expected=44.000000 predicted=26.943215, expected=8.000000 predicted=25.376583, expected=20.000000 predicted=23.095286, expected=16.000000 predicted=24.535946, expected=32.000000 predicted=23.497232, expected=36.000000 predicted=27.523035, expected=20.000000 predicted=22.456762, expected=20.000000 predicted=23.201183, expected=16.000000 predicted=22.643865, expected=20.000000 predicted=23.283858, expected=16.000000 predicted=21.315679, expected=28.000000 predicted=19.953241, expected=8.000000 predicted=18.386032, expected=16.000000 predicted=16.169988, expected=52.000000 predicted=24.293251, expected=36.000000 predicted=28.336772, expected=28.000000 predicted=28.107306, expected=8.000000 Test MSE: 144.952
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564])] predicted=28.939543, expected=72.000000 predicted=43.675800, expected=76.000000 predicted=48.625977, expected=60.000000 predicted=45.436370, expected=32.000000 predicted=43.648515, expected=48.000000 predicted=35.383339, expected=44.000000 predicted=54.664582, expected=32.000000 predicted=49.015825, expected=88.000000 predicted=67.321978, expected=72.000000 predicted=52.320948, expected=4.000000 predicted=32.971192, expected=56.000000 predicted=54.502804, expected=52.000000 predicted=42.640786, expected=44.000000 predicted=56.030569, expected=40.000000 predicted=55.123597, expected=56.000000 predicted=34.936039, expected=24.000000 predicted=40.414444, expected=40.000000 predicted=44.687619, expected=92.000000 predicted=62.619985, expected=48.000000 predicted=43.531378, expected=28.000000 predicted=46.252425, expected=28.000000 predicted=35.801419, expected=48.000000 predicted=41.634203, expected=76.000000 predicted=70.688786, expected=44.000000 predicted=45.390756, expected=44.000000 predicted=41.692042, expected=60.000000 predicted=48.532355, expected=20.000000 predicted=36.247676, expected=36.000000 predicted=52.463419, expected=36.000000 predicted=40.162476, expected=104.000000 predicted=63.401716, expected=32.000000 predicted=46.587440, expected=44.000000 predicted=38.926258, expected=32.000000 predicted=43.232379, expected=36.000000 predicted=35.073735, expected=64.000000 predicted=71.719880, expected=64.000000 predicted=46.310576, expected=88.000000 predicted=63.007705, expected=44.000000 predicted=46.251803, expected=56.000000 predicted=51.918151, expected=44.000000 predicted=57.108761, expected=16.000000 predicted=40.826079, expected=32.000000 predicted=54.691591, expected=80.000000 predicted=54.954318, expected=44.000000 predicted=45.563274, expected=32.000000 predicted=41.023460, expected=24.000000 predicted=30.100337, expected=36.000000 predicted=34.265345, expected=4.000000 predicted=37.388979, expected=16.000000 predicted=27.688227, expected=72.000000 predicted=44.942074, expected=104.000000 predicted=54.692153, expected=52.000000 predicted=46.218241, expected=12.000000 predicted=26.018309, expected=52.000000 predicted=44.192461, expected=64.000000 predicted=59.911311, expected=32.000000 predicted=57.376978, expected=76.000000 predicted=62.219258, expected=36.000000 predicted=32.306458, expected=36.000000 predicted=44.283391, expected=24.000000 predicted=46.441157, expected=36.000000 predicted=33.587621, expected=60.000000 predicted=58.434769, expected=44.000000 predicted=38.500542, expected=56.000000 predicted=46.310588, expected=48.000000 predicted=41.170483, expected=64.000000 predicted=50.158468, expected=60.000000 predicted=58.673249, expected=20.000000 predicted=37.346929, expected=16.000000 predicted=39.965899, expected=52.000000 predicted=47.224449, expected=132.000000 predicted=80.737215, expected=44.000000 predicted=49.752138, expected=52.000000 predicted=47.445383, expected=36.000000 predicted=43.558965, expected=64.000000 predicted=54.659434, expected=12.000000 predicted=63.602675, expected=56.000000 predicted=47.655645, expected=48.000000 predicted=49.187484, expected=36.000000 predicted=34.278023, expected=44.000000 predicted=52.919749, expected=44.000000 predicted=32.591389, expected=36.000000 predicted=43.759189, expected=48.000000 predicted=46.603282, expected=32.000000 predicted=35.928105, expected=36.000000 predicted=39.446174, expected=60.000000 predicted=49.477643, expected=40.000000 predicted=37.810123, expected=44.000000 predicted=45.420795, expected=44.000000 predicted=41.767342, expected=40.000000 predicted=38.886573, expected=36.000000 predicted=46.205063, expected=52.000000 predicted=44.980273, expected=44.000000 predicted=43.006493, expected=24.000000 predicted=35.640705, expected=20.000000 predicted=33.487449, expected=32.000000 predicted=33.676706, expected=24.000000 predicted=33.436099, expected=52.000000 predicted=41.887799, expected=80.000000 predicted=48.214913, expected=68.000000 predicted=44.434245, expected=72.000000 predicted=56.213348, expected=36.000000 predicted=42.011876, expected=32.000000 predicted=47.041849, expected=32.000000 predicted=54.299623, expected=24.000000 predicted=41.418227, expected=48.000000 predicted=51.774569, expected=44.000000 predicted=38.076586, expected=36.000000 predicted=34.218445, expected=28.000000 predicted=33.762291, expected=32.000000 predicted=30.796850, expected=28.000000 predicted=35.975932, expected=148.000000 predicted=81.195421, expected=152.000000 predicted=86.532566, expected=76.000000 predicted=61.534450, expected=36.000000 predicted=60.457525, expected=32.000000 predicted=49.620270, expected=84.000000 predicted=100.305095, expected=56.000000 predicted=85.270067, expected=40.000000 predicted=54.926329, expected=76.000000 predicted=61.027118, expected=68.000000 predicted=51.992663, expected=80.000000 predicted=74.957528, expected=28.000000 predicted=49.165368, expected=48.000000 predicted=50.017133, expected=44.000000 predicted=58.782289, expected=32.000000 predicted=44.949046, expected=76.000000 predicted=69.226644, expected=88.000000 predicted=56.739641, expected=40.000000 predicted=45.913318, expected=72.000000 predicted=63.418516, expected=48.000000 predicted=48.409097, expected=76.000000 predicted=69.561033, expected=52.000000 predicted=67.453511, expected=80.000000 predicted=60.611788, expected=72.000000 predicted=71.310226, expected=88.000000 predicted=68.208871, expected=72.000000 predicted=75.133278, expected=80.000000 predicted=69.821711, expected=56.000000 predicted=70.822639, expected=64.000000 predicted=68.752166, expected=132.000000 predicted=101.398514, expected=196.000000 predicted=122.682778, expected=84.000000 predicted=86.743115, expected=44.000000 predicted=73.754623, expected=36.000000 predicted=73.234967, expected=16.000000 predicted=67.909456, expected=44.000000 predicted=94.886604, expected=96.000000 predicted=76.708264, expected=92.000000 predicted=61.882245, expected=56.000000 predicted=51.369720, expected=80.000000 predicted=60.634823, expected=40.000000 predicted=50.301814, expected=80.000000 predicted=81.038302, expected=72.000000 predicted=78.077170, expected=96.000000 predicted=72.657681, expected=120.000000 predicted=97.097525, expected=52.000000 predicted=55.738850, expected=44.000000 predicted=69.117137, expected=32.000000 predicted=59.268304, expected=36.000000 predicted=59.122040, expected=108.000000 predicted=96.303004, expected=140.000000 predicted=87.326974, expected=124.000000 predicted=84.260138, expected=36.000000 predicted=52.533666, expected=48.000000 predicted=60.509784, expected=40.000000 predicted=75.153558, expected=32.000000 predicted=71.827414, expected=76.000000 predicted=86.020995, expected=72.000000 predicted=52.773350, expected=96.000000 predicted=69.200935, expected=44.000000 predicted=49.771551, expected=36.000000 predicted=43.136766, expected=44.000000 predicted=61.566126, expected=44.000000 predicted=53.435108, expected=32.000000 predicted=55.959614, expected=84.000000 predicted=60.873401, expected=40.000000 predicted=39.781451, expected=28.000000 predicted=38.008342, expected=44.000000 predicted=48.149210, expected=32.000000 predicted=33.073386, expected=64.000000 predicted=64.285742, expected=28.000000 predicted=35.409085, expected=72.000000 predicted=49.538406, expected=64.000000 predicted=54.775285, expected=36.000000 predicted=36.945479, expected=28.000000 predicted=48.442706, expected=24.000000 predicted=31.395220, expected=32.000000 predicted=46.059387, expected=16.000000 predicted=35.149997, expected=108.000000 predicted=64.212539, expected=52.000000 predicted=40.552654, expected=60.000000 predicted=44.447717, expected=68.000000 predicted=58.526000, expected=44.000000 predicted=37.482518, expected=28.000000 predicted=63.129511, expected=8.000000 predicted=33.661646, expected=124.000000 predicted=81.252501, expected=80.000000 predicted=66.193133, expected=52.000000 predicted=49.224821, expected=80.000000 predicted=65.502968, expected=36.000000 predicted=35.149775, expected=48.000000 predicted=76.970895, expected=32.000000 predicted=55.103633, expected=32.000000 predicted=41.070581, expected=104.000000 predicted=80.413189, expected=36.000000 predicted=38.290689, expected=8.000000 predicted=32.631362, expected=24.000000 predicted=36.040578, expected=28.000000 predicted=30.371701, expected=48.000000 predicted=59.585117, expected=72.000000 predicted=48.814616, expected=80.000000 predicted=45.960447, expected=48.000000 predicted=42.223025, expected=44.000000 predicted=44.380825, expected=40.000000 predicted=48.539509, expected=28.000000 predicted=47.836664, expected=40.000000 predicted=53.649210, expected=64.000000 predicted=51.998374, expected=24.000000 predicted=34.153083, expected=32.000000 predicted=37.365977, expected=52.000000 predicted=42.056643, expected=44.000000 predicted=40.275254, expected=24.000000 predicted=41.124583, expected=20.000000 predicted=26.898432, expected=56.000000 predicted=42.772657, expected=36.000000 predicted=39.748773, expected=48.000000 predicted=43.047329, expected=60.000000 predicted=44.231739, expected=40.000000 predicted=34.372948, expected=20.000000 predicted=39.194029, expected=32.000000 predicted=36.850766, expected=52.000000 predicted=46.391353, expected=44.000000 predicted=46.017363, expected=32.000000 predicted=36.225685, expected=40.000000 predicted=34.302044, expected=48.000000 predicted=40.702709, expected=28.000000 predicted=38.407047, expected=88.000000 predicted=61.398540, expected=20.000000 predicted=30.772528, expected=52.000000 predicted=46.331915, expected=36.000000 predicted=45.214868, expected=16.000000 predicted=25.581889, expected=4.000000 predicted=40.883504, expected=28.000000 predicted=24.745697, expected=88.000000 predicted=58.214436, expected=36.000000 predicted=33.312998, expected=48.000000 predicted=36.148142, expected=20.000000 predicted=24.557792, expected=48.000000 predicted=39.688104, expected=16.000000 predicted=46.001180, expected=68.000000 predicted=47.440293, expected=60.000000 predicted=50.962333, expected=36.000000 predicted=31.726403, expected=28.000000 predicted=41.511380, expected=20.000000 predicted=25.704431, expected=52.000000 predicted=52.711433, expected=32.000000 predicted=41.035432, expected=44.000000 predicted=38.070032, expected=52.000000 predicted=41.296694, expected=24.000000 predicted=26.807005, expected=28.000000 predicted=39.371272, expected=36.000000 predicted=35.408286, expected=40.000000 predicted=38.772123, expected=40.000000 predicted=41.883690, expected=36.000000 predicted=32.099881, expected=56.000000 predicted=42.194410, expected=28.000000 predicted=34.067855, expected=32.000000 predicted=36.737785, expected=28.000000 predicted=35.502436, expected=32.000000 predicted=33.263747, expected=40.000000 predicted=42.877520, expected=28.000000 predicted=28.808686, expected=40.000000 predicted=35.447771, expected=12.000000 predicted=23.319694, expected=32.000000 predicted=31.299684, expected=36.000000 predicted=35.648609, expected=32.000000 predicted=28.694184, expected=20.000000 predicted=29.355889, expected=60.000000 predicted=36.571219, expected=48.000000 predicted=39.022302, expected=40.000000 predicted=37.813421, expected=24.000000 predicted=32.948488, expected=12.000000 predicted=22.415352, expected=16.000000 predicted=34.629322, expected=48.000000 predicted=41.110504, expected=40.000000 predicted=35.011943, expected=24.000000 predicted=24.973040, expected=28.000000 predicted=25.088071, expected=60.000000 predicted=38.676662, expected=28.000000 predicted=35.884253, expected=4.000000 predicted=24.151678, expected=24.000000 predicted=27.585866, expected=48.000000 predicted=35.125277, expected=48.000000 predicted=44.620161, expected=16.000000 predicted=24.019097, expected=32.000000 predicted=24.670594, expected=24.000000 predicted=27.133500, expected=36.000000 predicted=37.093416, expected=44.000000 predicted=41.367789, expected=44.000000 predicted=31.314800, expected=44.000000 predicted=38.431204, expected=20.000000 predicted=27.135017, expected=20.000000 predicted=30.372178, expected=20.000000 predicted=31.381072, expected=28.000000 predicted=31.843955, expected=36.000000 predicted=34.819381, expected=36.000000 predicted=27.679196, expected=84.000000 predicted=49.031409, expected=16.000000 predicted=24.182758, expected=28.000000 predicted=32.387872, expected=64.000000 predicted=51.234357, expected=20.000000 predicted=29.081072, expected=32.000000 predicted=50.219928, expected=136.000000 predicted=71.415419, expected=76.000000 predicted=51.869185, expected=48.000000 predicted=58.976195, expected=48.000000 predicted=50.091052, expected=36.000000 predicted=42.871721, expected=64.000000 predicted=84.791981, expected=28.000000 predicted=48.847529, expected=88.000000 predicted=63.246072, expected=48.000000 predicted=49.626275, expected=8.000000 predicted=29.047854, expected=60.000000 predicted=60.314144, expected=80.000000 predicted=52.612237, expected=36.000000 predicted=54.344167, expected=32.000000 predicted=43.836099, expected=40.000000 predicted=33.647488, expected=48.000000 predicted=49.949605, expected=36.000000 predicted=50.960912, expected=20.000000 predicted=30.730083, expected=24.000000 predicted=30.606111, expected=48.000000 predicted=40.733258, expected=12.000000 predicted=27.774213, expected=28.000000 predicted=30.920769, expected=36.000000 predicted=29.324695, expected=40.000000 predicted=30.464159, expected=56.000000 predicted=46.532991, expected=24.000000 predicted=23.901917, expected=12.000000 predicted=25.182152, expected=40.000000 predicted=38.076712, expected=68.000000 predicted=47.636863, expected=80.000000 predicted=58.782752, expected=40.000000 predicted=37.366699, expected=24.000000 predicted=30.613527, expected=28.000000 predicted=40.058833, expected=24.000000 predicted=42.313432, expected=32.000000 predicted=46.557393, expected=44.000000 predicted=38.071327, expected=28.000000 predicted=26.984702, expected=12.000000 predicted=23.002187, expected=12.000000 predicted=21.463223, expected=12.000000 predicted=21.362178, expected=20.000000 predicted=26.239919, expected=28.000000 predicted=23.952425, expected=72.000000 predicted=37.566103, expected=164.000000 predicted=79.502331, expected=340.000000 predicted=173.993918, expected=2152.000000 predicted=2315.496262, expected=500.000000 predicted=886.805675, expected=392.000000 predicted=528.700158, expected=464.000000 predicted=520.680714, expected=260.000000 predicted=506.656636, expected=208.000000 predicted=1096.580529, expected=92.000000 predicted=227.571994, expected=28.000000 predicted=151.936774, expected=48.000000 predicted=117.643212, expected=36.000000 predicted=73.983710, expected=64.000000 predicted=70.820187, expected=92.000000 predicted=70.963898, expected=92.000000 predicted=75.189676, expected=44.000000 predicted=60.974463, expected=28.000000 predicted=47.907838, expected=20.000000 predicted=38.405836, expected=60.000000 predicted=52.580630, expected=52.000000 predicted=50.164994, expected=56.000000 predicted=50.988683, expected=40.000000 predicted=42.963657, expected=16.000000 predicted=32.109506, expected=44.000000 predicted=41.239591, expected=40.000000 predicted=39.007342, expected=4.000000 predicted=25.097316, expected=12.000000 predicted=19.764934, expected=64.000000 predicted=37.736371, expected=64.000000 predicted=48.685487, expected=56.000000 predicted=51.119175, expected=40.000000 predicted=42.209923, expected=44.000000 predicted=44.624843, expected=44.000000 predicted=47.326095, expected=40.000000 predicted=44.856808, expected=64.000000 predicted=53.020522, expected=84.000000 predicted=64.056593, expected=36.000000 predicted=50.391036, expected=64.000000 predicted=58.809802, expected=32.000000 predicted=43.735194, expected=40.000000 predicted=48.084926, expected=68.000000 predicted=56.164822, expected=44.000000 predicted=47.555548, expected=44.000000 predicted=48.838531, expected=32.000000 predicted=38.302131, expected=52.000000 predicted=46.889594, expected=40.000000 predicted=43.892654, expected=32.000000 predicted=38.732632, expected=32.000000 predicted=35.397058, expected=36.000000 predicted=35.606897, expected=80.000000 predicted=56.456359, expected=20.000000 predicted=36.268556, expected=40.000000 predicted=41.657740, expected=16.000000 predicted=26.801521, expected=60.000000 predicted=46.393222, expected=20.000000 predicted=32.915311, expected=36.000000 predicted=34.989332, expected=84.000000 predicted=54.542079, expected=32.000000 predicted=41.500949, expected=24.000000 predicted=39.117301, expected=36.000000 predicted=33.962919, expected=28.000000 predicted=33.847857, expected=12.000000 predicted=27.767957, expected=24.000000 predicted=23.897897, expected=32.000000 predicted=26.554344, expected=20.000000 predicted=24.421012, expected=56.000000 predicted=38.225117, expected=8.000000 predicted=20.863214, expected=44.000000 predicted=35.798843, expected=24.000000 predicted=26.685741, expected=36.000000 predicted=33.837757, expected=32.000000 predicted=32.392213, expected=24.000000 predicted=27.255947, expected=24.000000 predicted=27.789714, expected=24.000000 predicted=25.216543, expected=12.000000 Test MSE: 20948.657
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427])] predicted=76.466273, expected=20.000000 predicted=40.122139, expected=80.000000 predicted=70.202205, expected=92.000000 predicted=70.835690, expected=76.000000 predicted=54.862088, expected=40.000000 predicted=60.992631, expected=68.000000 predicted=57.135942, expected=8.000000 predicted=41.263456, expected=12.000000 predicted=49.192929, expected=96.000000 predicted=78.881579, expected=64.000000 predicted=37.978828, expected=44.000000 predicted=54.272752, expected=116.000000 predicted=75.318219, expected=84.000000 predicted=48.114291, expected=12.000000 predicted=54.475186, expected=20.000000 predicted=57.758372, expected=40.000000 predicted=42.260598, expected=80.000000 predicted=75.965074, expected=48.000000 predicted=54.086169, expected=52.000000 predicted=41.141149, expected=52.000000 predicted=44.590442, expected=48.000000 predicted=44.226780, expected=28.000000 predicted=50.737067, expected=104.000000 predicted=74.735658, expected=80.000000 predicted=57.520814, expected=64.000000 predicted=59.324579, expected=20.000000 predicted=47.521677, expected=44.000000 predicted=45.708649, expected=64.000000 predicted=72.140638, expected=24.000000 predicted=41.577590, expected=128.000000 predicted=93.260956, expected=132.000000 predicted=70.787093, expected=60.000000 predicted=54.094764, expected=12.000000 predicted=60.543474, expected=32.000000 predicted=45.828471, expected=16.000000 predicted=56.040499, expected=24.000000 predicted=59.825953, expected=128.000000 predicted=84.401361, expected=88.000000 predicted=41.017003, expected=36.000000 predicted=42.787823, expected=84.000000 predicted=71.644026, expected=92.000000 predicted=58.554427, expected=64.000000 predicted=82.469144, expected=24.000000 predicted=61.630061, expected=84.000000 predicted=68.927591, expected=44.000000 predicted=53.718730, expected=56.000000 predicted=67.957657, expected=76.000000 predicted=71.254985, expected=72.000000 predicted=47.783620, expected=44.000000 predicted=62.339913, expected=40.000000 predicted=50.073301, expected=120.000000 predicted=85.916091, expected=60.000000 predicted=56.076627, expected=40.000000 predicted=60.933566, expected=48.000000 predicted=59.490893, expected=24.000000 predicted=31.991816, expected=52.000000 predicted=74.555322, expected=44.000000 predicted=46.620614, expected=112.000000 predicted=71.305035, expected=32.000000 predicted=37.589024, expected=56.000000 predicted=51.987286, expected=28.000000 predicted=47.125257, expected=40.000000 predicted=40.186574, expected=28.000000 predicted=60.505682, expected=40.000000 predicted=35.120262, expected=112.000000 predicted=76.672732, expected=80.000000 predicted=47.812330, expected=80.000000 predicted=66.067844, expected=60.000000 predicted=58.642969, expected=80.000000 predicted=65.831763, expected=88.000000 predicted=91.755743, expected=36.000000 predicted=56.347264, expected=104.000000 predicted=94.766873, expected=96.000000 predicted=73.829369, expected=8.000000 predicted=42.961295, expected=8.000000 predicted=61.160132, expected=188.000000 predicted=108.600425, expected=36.000000 predicted=40.390213, expected=60.000000 predicted=86.550363, expected=60.000000 predicted=59.528337, expected=60.000000 predicted=32.861447, expected=28.000000 predicted=91.666131, expected=116.000000 predicted=77.628966, expected=60.000000 predicted=52.269041, expected=60.000000 predicted=62.705652, expected=44.000000 predicted=62.621174, expected=104.000000 predicted=66.165349, expected=60.000000 predicted=75.252366, expected=76.000000 predicted=70.389632, expected=52.000000 predicted=63.035230, expected=64.000000 predicted=56.524620, expected=40.000000 predicted=67.862819, expected=16.000000 predicted=39.901622, expected=80.000000 predicted=74.568464, expected=56.000000 predicted=44.620026, expected=76.000000 predicted=65.034358, expected=68.000000 predicted=59.716004, expected=68.000000 predicted=47.982755, expected=8.000000 predicted=47.401441, expected=20.000000 predicted=44.890872, expected=48.000000 predicted=55.789179, expected=16.000000 predicted=29.640726, expected=36.000000 predicted=48.322963, expected=12.000000 predicted=14.866457, expected=52.000000 predicted=34.468536, expected=36.000000 predicted=36.612979, expected=68.000000 predicted=41.010518, expected=72.000000 predicted=53.506757, expected=52.000000 predicted=36.272751, expected=12.000000 predicted=40.023166, expected=76.000000 predicted=60.921992, expected=28.000000 predicted=39.360429, expected=92.000000 predicted=74.278782, expected=20.000000 predicted=38.430121, expected=32.000000 predicted=30.593374, expected=84.000000 predicted=77.903017, expected=16.000000 predicted=16.948186, expected=16.000000 predicted=54.205608, expected=16.000000 predicted=27.059540, expected=28.000000 predicted=23.933850, expected=48.000000 predicted=52.814237, expected=44.000000 predicted=28.064664, expected=20.000000 predicted=22.446859, expected=44.000000 predicted=36.040078, expected=44.000000 predicted=34.587774, expected=28.000000 predicted=34.354256, expected=20.000000 predicted=34.742652, expected=56.000000 predicted=39.249926, expected=32.000000 predicted=32.103479, expected=44.000000 predicted=42.628554, expected=44.000000 predicted=39.124620, expected=12.000000 predicted=19.065550, expected=44.000000 predicted=49.603942, expected=4.000000 predicted=17.694447, expected=36.000000 predicted=36.797516, expected=40.000000 predicted=37.786499, expected=92.000000 predicted=46.005150, expected=32.000000 predicted=36.194235, expected=28.000000 predicted=29.428516, expected=68.000000 predicted=57.919942, expected=40.000000 predicted=33.826725, expected=28.000000 predicted=54.942370, expected=96.000000 predicted=66.316508, expected=128.000000 predicted=68.616210, expected=52.000000 predicted=56.931834, expected=32.000000 predicted=57.249053, expected=84.000000 predicted=68.451364, expected=64.000000 predicted=65.313878, expected=56.000000 predicted=80.927844, expected=160.000000 predicted=105.819164, expected=48.000000 predicted=39.534130, expected=76.000000 predicted=88.933840, expected=36.000000 predicted=64.567288, expected=88.000000 predicted=67.720583, expected=20.000000 predicted=77.056878, expected=28.000000 predicted=42.624503, expected=84.000000 predicted=76.623765, expected=48.000000 predicted=33.436362, expected=64.000000 predicted=71.383250, expected=56.000000 predicted=47.132888, expected=36.000000 predicted=36.262792, expected=32.000000 predicted=57.529835, expected=60.000000 predicted=52.422133, expected=156.000000 predicted=94.658029, expected=60.000000 predicted=51.156280, expected=68.000000 predicted=69.028571, expected=60.000000 predicted=64.916415, expected=52.000000 predicted=54.217545, expected=28.000000 predicted=81.333235, expected=36.000000 predicted=49.215117, expected=48.000000 predicted=52.513154, expected=60.000000 predicted=52.017969, expected=40.000000 predicted=44.028878, expected=60.000000 predicted=48.210744, expected=32.000000 predicted=37.065888, expected=28.000000 predicted=39.697520, expected=72.000000 predicted=62.751605, expected=80.000000 predicted=51.985740, expected=120.000000 predicted=82.262967, expected=44.000000 predicted=46.818719, expected=88.000000 predicted=72.085936, expected=72.000000 predicted=74.781095, expected=40.000000 predicted=57.127383, expected=32.000000 predicted=75.952837, expected=56.000000 predicted=51.586009, expected=52.000000 predicted=58.708860, expected=64.000000 predicted=61.554864, expected=44.000000 predicted=45.055403, expected=28.000000 predicted=36.332060, expected=36.000000 predicted=47.851798, expected=36.000000 predicted=40.424181, expected=88.000000 predicted=66.005618, expected=60.000000 predicted=47.220939, expected=28.000000 predicted=35.862228, expected=92.000000 predicted=71.299013, expected=36.000000 predicted=34.865220, expected=120.000000 predicted=94.782389, expected=20.000000 predicted=44.283903, expected=56.000000 predicted=51.302843, expected=84.000000 predicted=85.630230, expected=76.000000 predicted=49.053123, expected=40.000000 predicted=75.264190, expected=36.000000 predicted=42.677273, expected=24.000000 predicted=43.065379, expected=72.000000 predicted=67.032928, expected=12.000000 predicted=36.595148, expected=84.000000 predicted=60.545750, expected=40.000000 predicted=39.136108, expected=56.000000 predicted=41.361651, expected=60.000000 predicted=66.368989, expected=24.000000 predicted=24.127890, expected=44.000000 predicted=61.870368, expected=60.000000 predicted=48.523046, expected=56.000000 predicted=48.836244, expected=44.000000 predicted=51.503747, expected=32.000000 predicted=36.090475, expected=20.000000 predicted=35.497526, expected=16.000000 predicted=36.080886, expected=8.000000 predicted=28.220716, expected=64.000000 predicted=45.505589, expected=128.000000 predicted=65.577157, expected=32.000000 predicted=26.186719, expected=60.000000 predicted=56.520023, expected=48.000000 predicted=43.919844, expected=24.000000 predicted=40.398126, expected=52.000000 predicted=79.367929, expected=40.000000 predicted=35.354041, expected=56.000000 predicted=52.057572, expected=40.000000 predicted=44.269027, expected=72.000000 predicted=49.468508, expected=40.000000 predicted=45.597214, expected=48.000000 predicted=46.987041, expected=20.000000 predicted=41.664203, expected=60.000000 predicted=48.726393, expected=52.000000 predicted=53.666111, expected=24.000000 predicted=32.197307, expected=28.000000 predicted=42.947459, expected=56.000000 predicted=39.072609, expected=28.000000 predicted=36.740422, expected=36.000000 predicted=42.974538, expected=116.000000 predicted=67.010857, expected=124.000000 predicted=66.186040, expected=36.000000 predicted=51.560802, expected=28.000000 predicted=54.255399, expected=24.000000 predicted=42.828727, expected=28.000000 predicted=56.657476, expected=8.000000 predicted=51.079453, expected=60.000000 predicted=43.579777, expected=68.000000 predicted=41.072665, expected=24.000000 predicted=24.887261, expected=40.000000 predicted=43.776290, expected=40.000000 predicted=30.528704, expected=96.000000 predicted=66.657085, expected=52.000000 predicted=53.329090, expected=72.000000 predicted=54.947556, expected=104.000000 predicted=76.264265, expected=44.000000 predicted=44.827238, expected=48.000000 predicted=75.370983, expected=16.000000 predicted=43.367613, expected=76.000000 predicted=66.186531, expected=108.000000 predicted=86.775514, expected=48.000000 predicted=43.824944, expected=64.000000 predicted=67.675915, expected=12.000000 predicted=30.507433, expected=40.000000 predicted=55.516084, expected=72.000000 predicted=75.583652, expected=80.000000 predicted=53.518959, expected=80.000000 predicted=68.389476, expected=44.000000 predicted=41.533970, expected=40.000000 predicted=50.684670, expected=48.000000 predicted=59.801864, expected=24.000000 predicted=46.149043, expected=28.000000 predicted=49.403581, expected=52.000000 predicted=45.360111, expected=40.000000 predicted=35.188639, expected=32.000000 predicted=39.086981, expected=44.000000 predicted=38.265050, expected=72.000000 predicted=47.644525, expected=36.000000 predicted=40.662469, expected=44.000000 predicted=46.563667, expected=60.000000 predicted=49.638609, expected=76.000000 predicted=54.944494, expected=40.000000 predicted=53.042805, expected=76.000000 predicted=61.293532, expected=52.000000 predicted=50.535444, expected=44.000000 predicted=52.000615, expected=4.000000 predicted=43.942902, expected=20.000000 predicted=33.800694, expected=24.000000 predicted=40.993167, expected=44.000000 predicted=37.292289, expected=124.000000 predicted=71.533536, expected=32.000000 predicted=20.999066, expected=44.000000 predicted=47.065367, expected=28.000000 predicted=41.200953, expected=52.000000 predicted=44.006160, expected=148.000000 predicted=111.383619, expected=52.000000 predicted=39.700365, expected=40.000000 predicted=57.404560, expected=24.000000 predicted=47.247470, expected=20.000000 predicted=36.571333, expected=56.000000 predicted=80.115374, expected=76.000000 predicted=53.121074, expected=72.000000 predicted=51.491213, expected=20.000000 predicted=32.939596, expected=40.000000 predicted=43.122629, expected=28.000000 predicted=41.964777, expected=52.000000 predicted=53.500004, expected=32.000000 predicted=45.301151, expected=44.000000 predicted=34.664033, expected=104.000000 predicted=66.897700, expected=64.000000 predicted=43.710958, expected=88.000000 predicted=72.278284, expected=16.000000 predicted=39.306462, expected=8.000000 predicted=37.873499, expected=64.000000 predicted=75.155032, expected=60.000000 predicted=47.320848, expected=64.000000 predicted=63.482670, expected=40.000000 predicted=37.799721, expected=36.000000 predicted=33.711488, expected=40.000000 predicted=51.193302, expected=28.000000 predicted=40.705197, expected=32.000000 predicted=43.865977, expected=68.000000 predicted=49.796900, expected=48.000000 predicted=38.333624, expected=28.000000 predicted=37.190116, expected=44.000000 predicted=42.941197, expected=44.000000 predicted=38.180371, expected=24.000000 predicted=40.924425, expected=52.000000 predicted=48.732230, expected=24.000000 predicted=27.434107, expected=60.000000 predicted=48.690194, expected=52.000000 predicted=45.337526, expected=68.000000 predicted=45.991675, expected=60.000000 predicted=56.061346, expected=24.000000 predicted=33.039457, expected=12.000000 predicted=41.837057, expected=32.000000 predicted=41.621354, expected=76.000000 predicted=57.691087, expected=56.000000 predicted=46.985864, expected=32.000000 predicted=34.521568, expected=72.000000 predicted=51.434779, expected=20.000000 predicted=29.572983, expected=48.000000 predicted=58.151491, expected=128.000000 predicted=83.054514, expected=96.000000 predicted=56.526698, expected=32.000000 predicted=58.951253, expected=16.000000 predicted=44.053881, expected=12.000000 predicted=38.456097, expected=12.000000 predicted=53.211505, expected=36.000000 predicted=49.753189, expected=52.000000 predicted=34.299557, expected=96.000000 predicted=50.213992, expected=20.000000 predicted=22.203832, expected=8.000000 predicted=26.837684, expected=32.000000 predicted=41.341791, expected=16.000000 predicted=26.552052, expected=96.000000 predicted=76.021991, expected=76.000000 predicted=42.544489, expected=72.000000 predicted=45.599845, expected=36.000000 predicted=47.784493, expected=40.000000 predicted=41.354268, expected=12.000000 predicted=50.793404, expected=36.000000 predicted=49.844424, expected=16.000000 predicted=36.750245, expected=36.000000 predicted=32.524387, expected=32.000000 predicted=32.785922, expected=32.000000 predicted=23.268487, expected=32.000000 predicted=33.620845, expected=36.000000 predicted=28.068622, expected=8.000000 predicted=23.013519, expected=32.000000 predicted=32.629667, expected=56.000000 predicted=39.069071, expected=52.000000 predicted=36.033209, expected=52.000000 predicted=44.127840, expected=24.000000 predicted=26.243543, expected=40.000000 predicted=40.668535, expected=32.000000 predicted=41.340333, expected=16.000000 predicted=31.521313, expected=96.000000 predicted=66.196162, expected=24.000000 predicted=22.633520, expected=20.000000 predicted=35.613530, expected=16.000000 predicted=33.598089, expected=60.000000 predicted=35.433868, expected=32.000000 predicted=48.526447, expected=44.000000 predicted=35.291917, expected=68.000000 predicted=46.501573, expected=52.000000 predicted=35.637041, expected=68.000000 predicted=61.899726, expected=16.000000 predicted=32.468580, expected=12.000000 predicted=35.312039, expected=32.000000 predicted=47.053003, expected=48.000000 predicted=39.935322, expected=68.000000 predicted=55.182529, expected=80.000000 predicted=47.732770, expected=40.000000 predicted=34.662346, expected=28.000000 predicted=41.426770, expected=64.000000 predicted=58.313982, expected=40.000000 predicted=47.029749, expected=48.000000 predicted=57.581969, expected=36.000000 predicted=41.444323, expected=100.000000 predicted=61.581832, expected=44.000000 predicted=49.043282, expected=64.000000 predicted=56.695276, expected=48.000000 predicted=54.689557, expected=56.000000 predicted=48.530127, expected=36.000000 predicted=62.234168, expected=48.000000 predicted=47.621033, expected=40.000000 predicted=49.369516, expected=68.000000 predicted=54.293911, expected=20.000000 predicted=37.607139, expected=120.000000 predicted=74.903915, expected=40.000000 predicted=43.199838, expected=40.000000 predicted=46.845934, expected=40.000000 predicted=61.034162, expected=44.000000 predicted=34.643488, expected=16.000000 predicted=56.420049, expected=16.000000 predicted=30.688257, expected=12.000000 predicted=26.083046, expected=12.000000 predicted=21.931393, expected=24.000000 predicted=27.688476, expected=44.000000 predicted=25.916928, expected=40.000000 predicted=25.615523, expected=28.000000 predicted=23.766887, expected=40.000000 predicted=31.251315, expected=64.000000 predicted=42.740650, expected=12.000000 predicted=27.571822, expected=8.000000 predicted=30.035171, expected=112.000000 predicted=65.493913, expected=48.000000 predicted=33.782641, expected=12.000000 predicted=40.835155, expected=24.000000 predicted=36.225569, expected=48.000000 predicted=30.010757, expected=28.000000 Test MSE: 992.722
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689])] predicted=15.858776, expected=8.000000 predicted=9.503964, expected=12.000000 predicted=9.037617, expected=8.000000 predicted=10.587512, expected=24.000000 predicted=11.817104, expected=4.000000 predicted=11.143372, expected=12.000000 predicted=10.633678, expected=8.000000 predicted=11.584734, expected=12.000000 predicted=12.045238, expected=8.000000 predicted=11.363962, expected=4.000000 predicted=8.232592, expected=4.000000 predicted=8.155746, expected=4.000000 predicted=7.216022, expected=16.000000 predicted=7.745282, expected=28.000000 predicted=9.759661, expected=24.000000 predicted=12.331080, expected=16.000000 predicted=14.013172, expected=4.000000 predicted=15.252127, expected=16.000000 predicted=17.920946, expected=8.000000 predicted=17.674331, expected=4.000000 predicted=12.541630, expected=16.000000 predicted=10.027720, expected=12.000000 predicted=10.629453, expected=4.000000 predicted=10.018741, expected=28.000000 predicted=10.534600, expected=16.000000 predicted=13.958424, expected=32.000000 predicted=16.669077, expected=12.000000 predicted=17.007382, expected=12.000000 predicted=17.331019, expected=8.000000 predicted=18.521384, expected=4.000000 predicted=15.563959, expected=4.000000 predicted=12.536445, expected=4.000000 predicted=7.823436, expected=8.000000 predicted=6.809516, expected=12.000000 predicted=6.490903, expected=8.000000 predicted=6.516773, expected=12.000000 predicted=7.373558, expected=4.000000 predicted=8.154547, expected=4.000000 predicted=8.079774, expected=4.000000 predicted=7.535698, expected=4.000000 predicted=6.492552, expected=44.000000 predicted=10.595606, expected=56.000000 predicted=19.415809, expected=64.000000 predicted=29.331601, expected=20.000000 predicted=29.768155, expected=4.000000 predicted=28.924731, expected=24.000000 predicted=36.326693, expected=52.000000 predicted=41.879849, expected=4.000000 predicted=28.999372, expected=4.000000 predicted=14.720285, expected=12.000000 predicted=17.593881, expected=16.000000 predicted=21.388089, expected=32.000000 predicted=19.624628, expected=12.000000 predicted=12.977610, expected=12.000000 predicted=13.418002, expected=8.000000 predicted=15.415956, expected=4.000000 predicted=15.047482, expected=4.000000 predicted=11.848167, expected=8.000000 predicted=8.379284, expected=16.000000 predicted=9.029223, expected=4.000000 predicted=7.194385, expected=12.000000 predicted=7.248041, expected=8.000000 predicted=8.958821, expected=40.000000 predicted=15.311873, expected=24.000000 predicted=17.787425, expected=12.000000 predicted=15.099878, expected=8.000000 predicted=16.051604, expected=4.000000 predicted=17.482611, expected=8.000000 predicted=16.502268, expected=4.000000 predicted=10.186163, expected=20.000000 predicted=9.473241, expected=16.000000 predicted=10.423773, expected=8.000000 predicted=9.380741, expected=8.000000 predicted=9.747713, expected=4.000000 predicted=10.577011, expected=8.000000 predicted=10.910659, expected=12.000000 predicted=9.595545, expected=8.000000 predicted=8.102770, expected=8.000000 predicted=7.472803, expected=4.000000 predicted=7.243107, expected=8.000000 predicted=8.151170, expected=8.000000 predicted=8.224002, expected=12.000000 predicted=8.113593, expected=8.000000 predicted=7.826087, expected=28.000000 predicted=11.501966, expected=48.000000 predicted=20.127838, expected=12.000000 predicted=18.922383, expected=8.000000 predicted=16.318541, expected=8.000000 predicted=19.148946, expected=12.000000 predicted=21.507090, expected=44.000000 predicted=22.917473, expected=12.000000 predicted=16.207478, expected=12.000000 predicted=13.411389, expected=4.000000 predicted=14.791654, expected=8.000000 predicted=17.383534, expected=8.000000 predicted=14.800097, expected=16.000000 predicted=10.483715, expected=32.000000 predicted=13.788032, expected=20.000000 predicted=14.738244, expected=28.000000 predicted=17.445655, expected=8.000000 predicted=18.146620, expected=16.000000 predicted=19.952837, expected=36.000000 predicted=24.448946, expected=24.000000 predicted=23.455683, expected=24.000000 predicted=20.795640, expected=40.000000 predicted=24.580363, expected=28.000000 predicted=29.265170, expected=12.000000 predicted=25.841538, expected=16.000000 predicted=23.116644, expected=4.000000 predicted=21.818559, expected=16.000000 predicted=19.824912, expected=20.000000 predicted=16.710858, expected=4.000000 predicted=11.983428, expected=16.000000 predicted=11.471291, expected=16.000000 predicted=13.603375, expected=4.000000 predicted=12.827843, expected=8.000000 predicted=10.158312, expected=52.000000 predicted=18.638074, expected=4.000000 predicted=17.548239, expected=44.000000 predicted=18.655689, expected=16.000000 predicted=21.516003, expected=8.000000 predicted=22.530897, expected=12.000000 predicted=21.128805, expected=8.000000 predicted=17.349728, expected=4.000000 predicted=15.420782, expected=8.000000 predicted=9.093819, expected=4.000000 predicted=7.714510, expected=8.000000 predicted=7.337842, expected=4.000000 predicted=5.934382, expected=12.000000 predicted=6.790708, expected=8.000000 predicted=7.466065, expected=4.000000 predicted=6.412391, expected=20.000000 predicted=9.181574, expected=4.000000 predicted=9.353497, expected=12.000000 predicted=9.294026, expected=8.000000 predicted=9.098652, expected=36.000000 predicted=15.161840, expected=20.000000 predicted=17.278635, expected=4.000000 predicted=12.505778, expected=20.000000 predicted=15.279917, expected=36.000000 predicted=23.108787, expected=4.000000 predicted=20.314994, expected=8.000000 predicted=13.042104, expected=12.000000 predicted=14.414137, expected=8.000000 predicted=16.159934, expected=40.000000 predicted=18.115923, expected=4.000000 predicted=13.112909, expected=8.000000 predicted=11.537407, expected=4.000000 predicted=12.083221, expected=28.000000 predicted=17.552757, expected=28.000000 predicted=19.159844, expected=8.000000 predicted=12.434875, expected=16.000000 predicted=13.586165, expected=4.000000 predicted=15.646518, expected=4.000000 predicted=15.092040, expected=4.000000 predicted=10.405176, expected=4.000000 predicted=7.326558, expected=8.000000 predicted=6.591854, expected=12.000000 predicted=6.214383, expected=4.000000 predicted=5.852227, expected=16.000000 predicted=7.632176, expected=8.000000 predicted=9.014331, expected=12.000000 predicted=9.889098, expected=20.000000 predicted=11.860293, expected=24.000000 predicted=14.836743, expected=24.000000 predicted=17.046226, expected=8.000000 predicted=15.236517, expected=16.000000 predicted=16.827603, expected=28.000000 predicted=21.093326, expected=8.000000 predicted=18.611170, expected=12.000000 predicted=14.478096, expected=12.000000 predicted=14.234469, expected=4.000000 predicted=14.160331, expected=4.000000 predicted=10.572924, expected=20.000000 predicted=10.595436, expected=8.000000 predicted=10.700541, expected=8.000000 predicted=8.404059, expected=32.000000 predicted=12.739459, expected=16.000000 predicted=15.924090, expected=8.000000 predicted=13.953743, expected=4.000000 predicted=11.601510, expected=12.000000 predicted=14.556214, expected=4.000000 predicted=13.060600, expected=16.000000 predicted=9.899477, expected=16.000000 predicted=10.227712, expected=28.000000 predicted=13.803845, expected=12.000000 predicted=14.176010, expected=16.000000 predicted=14.685923, expected=24.000000 predicted=18.882315, expected=8.000000 predicted=18.015026, expected=16.000000 predicted=16.453421, expected=8.000000 predicted=14.166058, expected=40.000000 predicted=19.689972, expected=8.000000 predicted=17.606287, expected=4.000000 predicted=12.476387, expected=16.000000 predicted=14.792960, expected=36.000000 predicted=21.286382, expected=12.000000 predicted=18.983303, expected=16.000000 predicted=13.649630, expected=4.000000 predicted=14.624133, expected=4.000000 predicted=15.381136, expected=4.000000 predicted=12.591106, expected=24.000000 predicted=11.605196, expected=28.000000 predicted=14.016776, expected=4.000000 predicted=10.326223, expected=12.000000 predicted=11.144327, expected=12.000000 predicted=14.968606, expected=16.000000 predicted=16.916047, expected=4.000000 predicted=12.015321, expected=36.000000 predicted=14.186228, expected=8.000000 predicted=15.321948, expected=24.000000 predicted=15.634599, expected=4.000000 predicted=15.065356, expected=4.000000 predicted=13.558492, expected=8.000000 predicted=13.959189, expected=20.000000 predicted=12.573467, expected=24.000000 predicted=14.285795, expected=8.000000 predicted=10.576949, expected=8.000000 predicted=10.853046, expected=8.000000 predicted=13.087950, expected=16.000000 predicted=14.904216, expected=4.000000 predicted=11.317698, expected=16.000000 predicted=9.564553, expected=28.000000 predicted=13.986175, expected=16.000000 predicted=14.968686, expected=32.000000 predicted=17.675843, expected=20.000000 predicted=19.584750, expected=8.000000 predicted=19.492741, expected=4.000000 predicted=17.202227, expected=24.000000 predicted=18.585268, expected=8.000000 predicted=16.997077, expected=20.000000 predicted=13.261855, expected=36.000000 predicted=17.007209, expected=16.000000 predicted=18.459085, expected=16.000000 predicted=18.434670, expected=28.000000 predicted=20.809249, expected=4.000000 predicted=20.806670, expected=8.000000 predicted=17.147763, expected=20.000000 predicted=15.851140, expected=12.000000 predicted=15.773299, expected=8.000000 predicted=12.664720, expected=24.000000 predicted=12.531486, expected=12.000000 predicted=14.614519, expected=24.000000 predicted=16.367285, expected=12.000000 predicted=15.137066, expected=20.000000 predicted=16.574908, expected=8.000000 predicted=16.613660, expected=8.000000 predicted=13.876527, expected=28.000000 predicted=17.107280, expected=28.000000 predicted=18.420380, expected=16.000000 predicted=17.317538, expected=12.000000 predicted=15.380162, expected=28.000000 predicted=20.458753, expected=8.000000 predicted=20.758485, expected=36.000000 predicted=21.092738, expected=32.000000 predicted=22.610458, expected=8.000000 predicted=20.185891, expected=8.000000 predicted=18.494467, expected=12.000000 predicted=18.077153, expected=8.000000 predicted=18.595372, expected=16.000000 predicted=14.228473, expected=8.000000 predicted=9.990815, expected=24.000000 predicted=12.669820, expected=16.000000 predicted=14.202830, expected=16.000000 predicted=14.304533, expected=16.000000 predicted=15.596311, expected=4.000000 predicted=14.001785, expected=36.000000 predicted=18.985668, expected=4.000000 predicted=16.082672, expected=20.000000 predicted=15.045486, expected=16.000000 predicted=15.887478, expected=4.000000 predicted=14.619089, expected=28.000000 predicted=17.535055, expected=8.000000 predicted=14.181460, expected=4.000000 predicted=12.796114, expected=8.000000 predicted=10.697363, expected=16.000000 predicted=12.499594, expected=4.000000 predicted=11.610420, expected=4.000000 predicted=6.642223, expected=24.000000 predicted=10.144480, expected=28.000000 predicted=15.080769, expected=16.000000 predicted=14.805170, expected=4.000000 predicted=11.841329, expected=24.000000 predicted=16.782547, expected=20.000000 predicted=20.623378, expected=24.000000 predicted=19.338925, expected=8.000000 predicted=15.153096, expected=20.000000 predicted=16.519701, expected=20.000000 predicted=19.928374, expected=12.000000 predicted=17.608041, expected=8.000000 predicted=14.624481, expected=12.000000 predicted=13.533704, expected=24.000000 predicted=16.724651, expected=12.000000 predicted=14.833932, expected=8.000000 predicted=11.851444, expected=4.000000 predicted=11.050461, expected=4.000000 predicted=11.209687, expected=20.000000 predicted=12.510117, expected=16.000000 predicted=11.126474, expected=24.000000 predicted=12.229484, expected=12.000000 predicted=12.774807, expected=32.000000 predicted=17.992955, expected=32.000000 predicted=23.217446, expected=28.000000 predicted=23.978485, expected=12.000000 Test MSE: 137.451
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501])] predicted=31.469972, expected=8.000000 predicted=25.579953, expected=48.000000 predicted=31.605981, expected=20.000000 predicted=23.513650, expected=28.000000 predicted=27.080095, expected=24.000000 predicted=24.328609, expected=52.000000 predicted=32.361662, expected=12.000000 predicted=27.316823, expected=16.000000 predicted=25.846689, expected=44.000000 predicted=31.209908, expected=24.000000 predicted=25.686071, expected=48.000000 predicted=35.768595, expected=64.000000 predicted=38.195905, expected=28.000000 predicted=35.436195, expected=16.000000 predicted=36.939236, expected=20.000000 predicted=31.726697, expected=44.000000 predicted=36.101921, expected=60.000000 predicted=40.256100, expected=48.000000 predicted=37.377587, expected=40.000000 predicted=39.546048, expected=48.000000 predicted=44.499743, expected=32.000000 predicted=42.712254, expected=28.000000 predicted=41.183342, expected=32.000000 predicted=37.242153, expected=64.000000 predicted=43.157487, expected=36.000000 predicted=38.121300, expected=84.000000 predicted=52.718963, expected=72.000000 predicted=54.041241, expected=44.000000 predicted=54.203284, expected=8.000000 predicted=47.654232, expected=40.000000 predicted=46.612509, expected=100.000000 predicted=62.057146, expected=80.000000 predicted=57.270768, expected=52.000000 predicted=55.078555, expected=68.000000 predicted=61.585706, expected=60.000000 predicted=64.144508, expected=60.000000 predicted=68.750369, expected=80.000000 predicted=69.219954, expected=76.000000 predicted=66.173025, expected=48.000000 predicted=63.091543, expected=32.000000 predicted=57.077649, expected=32.000000 predicted=51.939679, expected=44.000000 predicted=50.622866, expected=20.000000 predicted=38.010201, expected=32.000000 predicted=35.516767, expected=32.000000 predicted=31.545737, expected=44.000000 predicted=34.925681, expected=60.000000 predicted=41.791724, expected=60.000000 predicted=43.367432, expected=36.000000 predicted=42.897143, expected=56.000000 predicted=50.545710, expected=32.000000 predicted=44.351301, expected=68.000000 predicted=55.139310, expected=36.000000 predicted=45.193431, expected=36.000000 predicted=43.575134, expected=28.000000 predicted=41.320621, expected=48.000000 predicted=41.671562, expected=16.000000 predicted=34.723550, expected=16.000000 predicted=28.988949, expected=32.000000 predicted=30.141702, expected=36.000000 predicted=28.659620, expected=24.000000 predicted=28.020185, expected=32.000000 predicted=27.715300, expected=16.000000 predicted=23.944644, expected=32.000000 predicted=29.471928, expected=28.000000 predicted=27.516758, expected=28.000000 predicted=26.517280, expected=44.000000 predicted=32.557041, expected=8.000000 predicted=22.285273, expected=40.000000 predicted=32.960770, expected=32.000000 predicted=29.168443, expected=36.000000 predicted=31.401013, expected=24.000000 predicted=30.449658, expected=36.000000 predicted=30.277561, expected=48.000000 predicted=37.351971, expected=12.000000 predicted=27.645196, expected=64.000000 predicted=42.322151, expected=32.000000 predicted=33.468545, expected=48.000000 predicted=41.518532, expected=48.000000 predicted=43.492665, expected=56.000000 predicted=44.096787, expected=24.000000 predicted=42.705958, expected=8.000000 predicted=33.070469, expected=56.000000 predicted=42.914678, expected=40.000000 predicted=36.008147, expected=16.000000 predicted=31.358250, expected=28.000000 predicted=30.805659, expected=52.000000 predicted=34.674289, expected=36.000000 predicted=36.000276, expected=44.000000 predicted=38.263906, expected=36.000000 predicted=35.670928, expected=16.000000 predicted=32.375234, expected=36.000000 predicted=37.617696, expected=32.000000 predicted=31.905892, expected=52.000000 predicted=37.878193, expected=48.000000 predicted=37.984850, expected=20.000000 predicted=32.015208, expected=40.000000 predicted=39.937439, expected=48.000000 predicted=39.963839, expected=8.000000 predicted=31.085394, expected=40.000000 predicted=37.179181, expected=24.000000 predicted=27.686998, expected=36.000000 predicted=32.775926, expected=24.000000 predicted=29.539708, expected=24.000000 predicted=25.679889, expected=20.000000 predicted=27.143827, expected=28.000000 predicted=25.977053, expected=36.000000 predicted=28.683161, expected=68.000000 predicted=37.629085, expected=52.000000 predicted=38.883745, expected=48.000000 predicted=43.808808, expected=24.000000 predicted=40.883103, expected=28.000000 predicted=40.926046, expected=16.000000 predicted=35.734665, expected=16.000000 predicted=28.304711, expected=16.000000 predicted=23.445456, expected=28.000000 predicted=21.841222, expected=32.000000 predicted=23.569778, expected=48.000000 predicted=29.109833, expected=40.000000 predicted=31.222330, expected=28.000000 predicted=31.776608, expected=36.000000 predicted=36.152980, expected=28.000000 predicted=33.480062, expected=28.000000 predicted=33.682780, expected=20.000000 predicted=28.659705, expected=24.000000 predicted=26.750633, expected=32.000000 predicted=28.351925, expected=16.000000 predicted=22.812082, expected=28.000000 predicted=25.854831, expected=40.000000 predicted=28.207778, expected=16.000000 predicted=23.621206, expected=8.000000 predicted=22.359814, expected=64.000000 predicted=34.097889, expected=20.000000 predicted=24.962372, expected=24.000000 predicted=30.098277, expected=24.000000 predicted=26.749033, expected=32.000000 predicted=27.374146, expected=20.000000 predicted=29.240987, expected=60.000000 predicted=34.638410, expected=68.000000 predicted=40.994504, expected=40.000000 predicted=40.150970, expected=32.000000 predicted=42.907756, expected=96.000000 predicted=58.808295, expected=144.000000 predicted=80.976667, expected=112.000000 predicted=85.557176, expected=80.000000 predicted=87.283941, expected=104.000000 predicted=99.448571, expected=88.000000 predicted=98.740802, expected=116.000000 predicted=108.658709, expected=160.000000 predicted=118.571293, expected=164.000000 predicted=124.766121, expected=156.000000 predicted=137.708892, expected=108.000000 predicted=128.917828, expected=32.000000 predicted=105.699944, expected=28.000000 predicted=93.029720, expected=24.000000 predicted=68.350896, expected=44.000000 predicted=59.155149, expected=48.000000 predicted=48.673268, expected=28.000000 predicted=32.837551, expected=36.000000 predicted=36.092237, expected=20.000000 predicted=28.880042, expected=16.000000 predicted=27.529052, expected=24.000000 predicted=27.580657, expected=24.000000 predicted=23.538850, expected=16.000000 predicted=21.232983, expected=32.000000 predicted=24.973824, expected=12.000000 predicted=17.704184, expected=36.000000 predicted=27.534641, expected=28.000000 predicted=25.190683, expected=16.000000 predicted=21.266229, expected=16.000000 predicted=22.377588, expected=32.000000 predicted=24.460480, expected=28.000000 predicted=25.991064, expected=36.000000 predicted=29.279747, expected=64.000000 predicted=40.599528, expected=40.000000 predicted=36.431227, expected=52.000000 predicted=46.111179, expected=92.000000 predicted=62.383077, expected=124.000000 predicted=81.985934, expected=40.000000 predicted=62.718099, expected=44.000000 predicted=63.437335, expected=20.000000 predicted=48.662194, expected=28.000000 predicted=47.020283, expected=56.000000 predicted=54.567196, expected=84.000000 predicted=55.024952, expected=36.000000 predicted=43.293989, expected=28.000000 predicted=39.898923, expected=24.000000 predicted=36.467841, expected=8.000000 predicted=28.728635, expected=36.000000 predicted=37.797906, expected=28.000000 predicted=26.374710, expected=24.000000 predicted=24.945087, expected=32.000000 predicted=28.043209, expected=32.000000 predicted=26.739840, expected=16.000000 predicted=24.995719, expected=20.000000 predicted=24.355841, expected=44.000000 predicted=31.681080, expected=16.000000 predicted=23.024073, expected=44.000000 predicted=34.392335, expected=8.000000 predicted=19.372000, expected=32.000000 predicted=28.253942, expected=28.000000 predicted=28.843086, expected=32.000000 predicted=26.932698, expected=16.000000 predicted=25.303567, expected=28.000000 predicted=24.381370, expected=32.000000 predicted=28.749408, expected=20.000000 predicted=24.042245, expected=20.000000 predicted=24.369751, expected=24.000000 predicted=22.864639, expected=20.000000 predicted=22.417121, expected=16.000000 predicted=20.850990, expected=24.000000 predicted=21.537133, expected=32.000000 predicted=24.692806, expected=24.000000 predicted=23.533607, expected=16.000000 predicted=20.866214, expected=32.000000 predicted=25.924238, expected=16.000000 predicted=20.944669, expected=12.000000 predicted=19.899724, expected=28.000000 predicted=23.381263, expected=32.000000 predicted=23.898922, expected=12.000000 predicted=19.967350, expected=24.000000 predicted=22.330090, expected=20.000000 predicted=19.820302, expected=12.000000 predicted=18.503181, expected=12.000000 predicted=17.787634, expected=32.000000 predicted=21.484615, expected=32.000000 predicted=24.278141, expected=24.000000 predicted=23.133311, expected=12.000000 predicted=18.768463, expected=28.000000 predicted=23.834570, expected=36.000000 predicted=28.949445, expected=32.000000 predicted=28.727970, expected=24.000000 predicted=26.353294, expected=24.000000 predicted=25.044870, expected=44.000000 predicted=34.183959, expected=16.000000 predicted=25.329732, expected=16.000000 predicted=24.377737, expected=36.000000 predicted=29.000301, expected=20.000000 predicted=22.682392, expected=32.000000 predicted=30.151624, expected=36.000000 predicted=28.496967, expected=24.000000 predicted=25.514684, expected=40.000000 predicted=34.677212, expected=24.000000 predicted=27.008760, expected=36.000000 predicted=33.222334, expected=12.000000 predicted=24.399592, expected=32.000000 predicted=28.727139, expected=20.000000 predicted=25.345790, expected=32.000000 predicted=27.162707, expected=16.000000 predicted=23.161247, expected=8.000000 predicted=16.270422, expected=16.000000 predicted=19.812909, expected=16.000000 predicted=16.351246, expected=8.000000 predicted=14.303891, expected=8.000000 predicted=11.394719, expected=24.000000 predicted=15.633553, expected=16.000000 predicted=14.505198, expected=8.000000 predicted=12.526531, expected=28.000000 predicted=18.914393, expected=8.000000 predicted=12.116848, expected=48.000000 predicted=29.517138, expected=24.000000 predicted=22.237123, expected=36.000000 predicted=28.072256, expected=20.000000 predicted=26.321756, expected=20.000000 predicted=22.935933, expected=20.000000 predicted=26.568969, expected=20.000000 predicted=21.622007, expected=16.000000 predicted=20.863635, expected=12.000000 predicted=16.380324, expected=8.000000 predicted=13.762141, expected=20.000000 predicted=16.816911, expected=8.000000 predicted=12.145107, expected=28.000000 predicted=18.966003, expected=12.000000 predicted=13.833288, expected=32.000000 predicted=21.464605, expected=16.000000 predicted=18.740014, expected=16.000000 predicted=17.429047, expected=20.000000 predicted=21.065255, expected=8.000000 predicted=13.759642, expected=20.000000 predicted=19.616619, expected=40.000000 predicted=24.849291, expected=8.000000 predicted=15.477536, expected=16.000000 predicted=19.309795, expected=12.000000 predicted=15.174555, expected=24.000000 predicted=19.763893, expected=12.000000 predicted=17.871105, expected=20.000000 predicted=16.460924, expected=24.000000 predicted=19.553138, expected=24.000000 predicted=19.921540, expected=12.000000 predicted=18.018526, expected=32.000000 predicted=23.464527, expected=12.000000 predicted=17.790312, expected=16.000000 predicted=19.199485, expected=16.000000 predicted=18.307886, expected=28.000000 predicted=20.416288, expected=12.000000 predicted=18.019104, expected=12.000000 predicted=15.144280, expected=16.000000 predicted=16.364872, expected=20.000000 predicted=17.099127, expected=24.000000 predicted=20.525944, expected=16.000000 predicted=16.558219, expected=20.000000 predicted=18.557084, expected=12.000000 predicted=16.135717, expected=24.000000 predicted=20.271768, expected=16.000000 predicted=17.985136, expected=24.000000 predicted=19.941764, expected=8.000000 predicted=15.183203, expected=24.000000 predicted=19.149540, expected=36.000000 predicted=25.510173, expected=16.000000 predicted=18.965893, expected=32.000000 predicted=26.821896, expected=20.000000 predicted=21.151451, expected=20.000000 predicted=22.962910, expected=4.000000 predicted=17.609629, expected=28.000000 predicted=21.248564, expected=24.000000 predicted=21.801005, expected=4.000000 predicted=13.481206, expected=4.000000 predicted=12.568109, expected=4.000000 predicted=8.064775, expected=24.000000 predicted=16.559231, expected=20.000000 predicted=15.391531, expected=20.000000 predicted=14.892279, expected=8.000000 predicted=12.303046, expected=40.000000 predicted=23.898070, expected=48.000000 predicted=31.683094, expected=28.000000 predicted=27.708512, expected=24.000000 predicted=28.482280, expected=16.000000 predicted=23.260536, expected=8.000000 predicted=21.520442, expected=32.000000 predicted=27.918540, expected=32.000000 predicted=25.042565, expected=20.000000 predicted=21.926580, expected=16.000000 predicted=20.343155, expected=20.000000 predicted=19.979073, expected=12.000000 predicted=18.945251, expected=12.000000 predicted=17.300785, expected=4.000000 predicted=11.396390, expected=28.000000 predicted=18.252132, expected=8.000000 predicted=12.243461, expected=16.000000 predicted=14.361553, expected=8.000000 predicted=11.781155, expected=20.000000 predicted=14.399682, expected=12.000000 predicted=14.968551, expected=20.000000 predicted=15.278213, expected=44.000000 predicted=26.415604, expected=36.000000 predicted=25.895964, expected=12.000000 predicted=21.825984, expected=20.000000 predicted=23.343523, expected=20.000000 predicted=22.410183, expected=16.000000 predicted=22.167114, expected=16.000000 predicted=19.898242, expected=20.000000 predicted=17.606111, expected=12.000000 predicted=15.734403, expected=24.000000 predicted=19.740153, expected=20.000000 predicted=18.271309, expected=20.000000 predicted=18.860972, expected=4.000000 predicted=13.813364, expected=4.000000 predicted=10.993892, expected=28.000000 predicted=19.330885, expected=56.000000 predicted=30.092525, expected=12.000000 predicted=18.931421, expected=20.000000 predicted=21.978703, expected=28.000000 predicted=24.563954, expected=24.000000 predicted=24.940860, expected=8.000000 predicted=22.147338, expected=20.000000 predicted=19.010860, expected=40.000000 predicted=26.774809, expected=8.000000 predicted=17.479035, expected=28.000000 predicted=24.553796, expected=12.000000 predicted=16.754924, expected=12.000000 predicted=16.920127, expected=36.000000 predicted=27.236774, expected=16.000000 predicted=16.591857, expected=36.000000 predicted=27.627608, expected=8.000000 predicted=16.950724, expected=8.000000 predicted=15.834268, expected=4.000000 predicted=14.976000, expected=20.000000 predicted=15.144430, expected=12.000000 predicted=14.518650, expected=20.000000 predicted=14.189578, expected=12.000000 predicted=12.717984, expected=12.000000 predicted=12.427861, expected=12.000000 predicted=14.212742, expected=28.000000 predicted=18.495897, expected=32.000000 predicted=22.552687, expected=44.000000 predicted=28.767658, expected=20.000000 predicted=23.772361, expected=16.000000 predicted=22.930188, expected=20.000000 predicted=24.725449, expected=8.000000 predicted=18.286346, expected=20.000000 predicted=21.772672, expected=24.000000 predicted=19.348826, expected=8.000000 predicted=13.633441, expected=12.000000 predicted=15.300189, expected=20.000000 predicted=15.828149, expected=16.000000 predicted=15.886847, expected=12.000000 predicted=15.188202, expected=20.000000 predicted=15.972079, expected=12.000000 predicted=13.895207, expected=32.000000 predicted=22.219854, expected=36.000000 predicted=24.976782, expected=12.000000 predicted=18.249255, expected=8.000000 predicted=17.932018, expected=20.000000 predicted=19.015959, expected=32.000000 predicted=24.578652, expected=20.000000 predicted=21.646956, expected=20.000000 predicted=19.671675, expected=8.000000 predicted=15.087739, expected=8.000000 predicted=14.851116, expected=20.000000 predicted=18.633678, expected=16.000000 predicted=15.001513, expected=8.000000 predicted=12.504737, expected=12.000000 predicted=12.217617, expected=36.000000 predicted=20.854891, expected=24.000000 predicted=20.149708, expected=12.000000 predicted=17.256278, expected=4.000000 predicted=13.270589, expected=4.000000 predicted=11.243946, expected=20.000000 predicted=17.439687, expected=12.000000 predicted=12.395414, expected=24.000000 predicted=16.045174, expected=16.000000 predicted=14.019105, expected=16.000000 predicted=14.997583, expected=4.000000 predicted=12.777586, expected=16.000000 predicted=14.501321, expected=28.000000 predicted=19.913486, expected=16.000000 predicted=15.657841, expected=12.000000 predicted=15.369492, expected=36.000000 Test MSE: 294.913
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222])] predicted=29.228521, expected=8.000000 predicted=18.722238, expected=20.000000 predicted=27.776513, expected=4.000000 predicted=22.806539, expected=76.000000 predicted=51.280498, expected=48.000000 predicted=31.854873, expected=24.000000 predicted=17.737867, expected=16.000000 predicted=27.003360, expected=4.000000 predicted=1.230404, expected=12.000000 predicted=39.749862, expected=36.000000 predicted=40.160560, expected=52.000000 predicted=36.339207, expected=36.000000 predicted=26.353023, expected=4.000000 predicted=7.348204, expected=16.000000 predicted=18.483872, expected=16.000000 predicted=22.161088, expected=8.000000 predicted=24.771838, expected=24.000000 predicted=31.538878, expected=60.000000 predicted=33.549520, expected=32.000000 predicted=20.530569, expected=32.000000 predicted=29.070892, expected=28.000000 predicted=22.128625, expected=20.000000 predicted=19.107599, expected=16.000000 predicted=36.673342, expected=36.000000 predicted=34.307694, expected=20.000000 predicted=22.671210, expected=36.000000 predicted=33.721268, expected=40.000000 predicted=31.453009, expected=72.000000 predicted=45.141388, expected=12.000000 predicted=21.332336, expected=8.000000 predicted=19.007111, expected=28.000000 predicted=35.033109, expected=20.000000 predicted=20.998545, expected=28.000000 predicted=48.832550, expected=32.000000 predicted=24.183709, expected=24.000000 predicted=15.464590, expected=36.000000 predicted=34.019315, expected=32.000000 predicted=25.779573, expected=36.000000 predicted=32.042756, expected=24.000000 predicted=28.333515, expected=32.000000 predicted=29.073557, expected=4.000000 predicted=17.842531, expected=12.000000 predicted=22.331426, expected=8.000000 predicted=20.534536, expected=12.000000 predicted=14.960729, expected=20.000000 predicted=25.952281, expected=36.000000 predicted=20.531290, expected=40.000000 predicted=26.474305, expected=12.000000 predicted=10.416715, expected=12.000000 predicted=15.922376, expected=8.000000 predicted=13.449439, expected=20.000000 predicted=24.848816, expected=32.000000 predicted=34.752365, expected=60.000000 predicted=37.240057, expected=36.000000 predicted=23.792202, expected=16.000000 predicted=15.462152, expected=28.000000 predicted=28.735645, expected=8.000000 predicted=14.959581, expected=20.000000 predicted=38.162319, expected=24.000000 predicted=29.525806, expected=24.000000 predicted=18.077252, expected=36.000000 predicted=33.743235, expected=4.000000 predicted=4.808182, expected=20.000000 predicted=22.848582, expected=4.000000 predicted=12.459522, expected=20.000000 predicted=20.151154, expected=36.000000 predicted=36.226854, expected=36.000000 predicted=18.691142, expected=20.000000 predicted=21.529620, expected=20.000000 predicted=15.551942, expected=32.000000 predicted=26.493336, expected=24.000000 predicted=26.795011, expected=8.000000 predicted=21.279308, expected=20.000000 predicted=22.487030, expected=32.000000 predicted=24.699061, expected=20.000000 predicted=22.822938, expected=16.000000 predicted=21.830090, expected=8.000000 predicted=9.272023, expected=20.000000 predicted=19.500940, expected=28.000000 predicted=28.369602, expected=28.000000 predicted=22.965426, expected=40.000000 predicted=30.447936, expected=16.000000 predicted=11.914249, expected=44.000000 predicted=35.406798, expected=44.000000 predicted=35.412555, expected=24.000000 predicted=23.571442, expected=12.000000 predicted=28.973244, expected=12.000000 predicted=14.650421, expected=56.000000 predicted=48.871828, expected=28.000000 predicted=30.080664, expected=16.000000 predicted=22.167881, expected=4.000000 predicted=12.689036, expected=16.000000 predicted=12.620485, expected=20.000000 predicted=33.858595, expected=24.000000 predicted=24.243854, expected=28.000000 predicted=23.333523, expected=24.000000 predicted=15.020862, expected=20.000000 predicted=18.904193, expected=20.000000 predicted=20.694819, expected=16.000000 predicted=19.151631, expected=32.000000 predicted=30.177135, expected=32.000000 predicted=26.932623, expected=28.000000 predicted=24.019952, expected=24.000000 predicted=24.028207, expected=8.000000 predicted=11.888606, expected=8.000000 predicted=19.757692, expected=16.000000 predicted=22.724899, expected=28.000000 predicted=25.752196, expected=40.000000 predicted=31.736784, expected=8.000000 predicted=7.545071, expected=20.000000 predicted=18.608782, expected=8.000000 predicted=11.570720, expected=24.000000 predicted=23.859803, expected=32.000000 predicted=35.163903, expected=28.000000 predicted=17.186036, expected=56.000000 predicted=41.681301, expected=4.000000 predicted=4.148447, expected=24.000000 predicted=28.180410, expected=24.000000 predicted=28.350621, expected=12.000000 predicted=14.656424, expected=16.000000 predicted=36.463394, expected=36.000000 predicted=21.261228, expected=52.000000 predicted=36.551406, expected=32.000000 predicted=27.351457, expected=8.000000 predicted=13.443869, expected=8.000000 predicted=15.260059, expected=12.000000 predicted=21.006965, expected=16.000000 predicted=29.417902, expected=44.000000 predicted=38.024834, expected=52.000000 predicted=30.119536, expected=4.000000 predicted=5.481797, expected=20.000000 predicted=23.172219, expected=20.000000 predicted=17.577311, expected=4.000000 predicted=17.770022, expected=24.000000 predicted=39.083819, expected=40.000000 predicted=21.977764, expected=24.000000 predicted=19.389719, expected=8.000000 predicted=16.538680, expected=12.000000 predicted=11.278524, expected=4.000000 predicted=11.228477, expected=20.000000 predicted=28.129692, expected=40.000000 predicted=31.532849, expected=28.000000 predicted=16.511624, expected=36.000000 predicted=27.632028, expected=24.000000 predicted=16.099852, expected=12.000000 predicted=15.740674, expected=20.000000 predicted=30.632168, expected=4.000000 predicted=13.032967, expected=56.000000 predicted=47.080697, expected=28.000000 predicted=22.336216, expected=16.000000 predicted=15.456944, expected=12.000000 predicted=21.006953, expected=4.000000 predicted=2.337353, expected=12.000000 predicted=31.175721, expected=12.000000 predicted=17.944634, expected=8.000000 predicted=10.833810, expected=68.000000 predicted=43.340446, expected=12.000000 predicted=3.639215, expected=24.000000 predicted=23.052646, expected=16.000000 predicted=18.171890, expected=8.000000 predicted=4.732937, expected=12.000000 predicted=38.197072, expected=36.000000 predicted=23.949027, expected=20.000000 predicted=19.129111, expected=32.000000 predicted=26.271161, expected=24.000000 predicted=17.798702, expected=8.000000 predicted=9.635775, expected=8.000000 predicted=22.746392, expected=12.000000 predicted=14.930713, expected=48.000000 predicted=38.565741, expected=16.000000 predicted=16.701275, expected=20.000000 predicted=17.623415, expected=24.000000 predicted=19.272189, expected=24.000000 predicted=16.024605, expected=28.000000 predicted=36.855203, expected=12.000000 predicted=14.024747, expected=36.000000 predicted=29.845996, expected=44.000000 predicted=33.064705, expected=8.000000 predicted=13.832283, expected=28.000000 predicted=32.556697, expected=8.000000 predicted=9.286169, expected=16.000000 predicted=23.852122, expected=20.000000 predicted=31.014674, expected=40.000000 predicted=23.539297, expected=16.000000 predicted=20.415083, expected=8.000000 predicted=10.636394, expected=8.000000 predicted=13.891510, expected=16.000000 predicted=15.969602, expected=12.000000 predicted=22.929815, expected=20.000000 predicted=18.225253, expected=44.000000 predicted=27.269891, expected=12.000000 predicted=8.408209, expected=24.000000 predicted=23.532485, expected=20.000000 predicted=17.394257, expected=8.000000 predicted=11.748275, expected=20.000000 predicted=32.064646, expected=64.000000 predicted=38.488259, expected=20.000000 predicted=17.750738, expected=28.000000 predicted=28.924183, expected=24.000000 predicted=19.742300, expected=8.000000 predicted=11.176983, expected=60.000000 predicted=61.985161, expected=60.000000 predicted=37.090403, expected=52.000000 predicted=40.181376, expected=24.000000 predicted=28.973060, expected=28.000000 predicted=22.191246, expected=32.000000 predicted=43.649596, expected=4.000000 predicted=27.265226, expected=68.000000 predicted=61.536012, expected=40.000000 predicted=28.206448, expected=24.000000 predicted=26.811226, expected=16.000000 predicted=29.081772, expected=44.000000 predicted=24.830179, expected=20.000000 predicted=38.253226, expected=20.000000 predicted=30.271915, expected=20.000000 predicted=23.783547, expected=48.000000 predicted=31.394027, expected=32.000000 predicted=34.944379, expected=16.000000 predicted=19.595814, expected=4.000000 predicted=15.132833, expected=8.000000 predicted=13.649058, expected=20.000000 predicted=30.459666, expected=48.000000 predicted=37.741369, expected=20.000000 predicted=16.413584, expected=16.000000 predicted=14.043808, expected=24.000000 predicted=19.309738, expected=12.000000 predicted=13.561824, expected=24.000000 predicted=34.750634, expected=56.000000 predicted=38.307731, expected=76.000000 predicted=44.739553, expected=36.000000 predicted=30.374371, expected=28.000000 predicted=27.148488, expected=24.000000 predicted=27.021170, expected=12.000000 predicted=29.894212, expected=24.000000 predicted=47.072913, expected=40.000000 predicted=36.307889, expected=24.000000 predicted=23.737561, expected=16.000000 predicted=21.895958, expected=32.000000 predicted=24.708496, expected=28.000000 predicted=23.882470, expected=36.000000 predicted=37.055002, expected=40.000000 predicted=33.031862, expected=44.000000 predicted=30.841814, expected=80.000000 predicted=57.728066, expected=52.000000 predicted=39.133204, expected=28.000000 predicted=35.084576, expected=16.000000 predicted=32.122989, expected=24.000000 predicted=32.475149, expected=24.000000 predicted=46.270460, expected=28.000000 predicted=37.341116, expected=56.000000 predicted=42.803283, expected=48.000000 predicted=31.431259, expected=32.000000 predicted=29.768763, expected=8.000000 predicted=19.340009, expected=12.000000 predicted=21.096582, expected=16.000000 predicted=32.235708, expected=12.000000 predicted=25.772941, expected=40.000000 predicted=36.019101, expected=12.000000 predicted=8.700655, expected=52.000000 predicted=35.142987, expected=44.000000 predicted=30.219373, expected=28.000000 predicted=20.245971, expected=16.000000 predicted=31.020112, expected=28.000000 predicted=21.638071, expected=40.000000 predicted=42.712345, expected=20.000000 predicted=28.980783, expected=4.000000 predicted=17.548299, expected=16.000000 predicted=18.243997, expected=8.000000 predicted=14.768835, expected=12.000000 predicted=23.484783, expected=28.000000 predicted=24.230536, expected=32.000000 predicted=17.509345, expected=16.000000 predicted=16.134779, expected=32.000000 predicted=23.517936, expected=24.000000 predicted=17.990640, expected=12.000000 predicted=18.982172, expected=12.000000 predicted=22.909942, expected=4.000000 predicted=9.197786, expected=20.000000 predicted=24.564186, expected=16.000000 predicted=17.993730, expected=12.000000 predicted=11.771588, expected=24.000000 predicted=19.685540, expected=16.000000 predicted=9.720167, expected=8.000000 predicted=13.838307, expected=52.000000 predicted=36.255427, expected=44.000000 predicted=25.578899, expected=28.000000 predicted=26.575381, expected=12.000000 predicted=18.762524, expected=20.000000 predicted=16.051381, expected=32.000000 predicted=38.579700, expected=28.000000 predicted=32.628181, expected=40.000000 predicted=34.946928, expected=60.000000 predicted=38.049115, expected=36.000000 predicted=27.594842, expected=16.000000 predicted=26.617473, expected=4.000000 predicted=18.523592, expected=4.000000 predicted=19.687163, expected=24.000000 predicted=37.662511, expected=56.000000 predicted=43.308932, expected=48.000000 predicted=30.797337, expected=40.000000 predicted=26.227529, expected=20.000000 predicted=16.684591, expected=60.000000 predicted=44.755873, expected=20.000000 predicted=32.921998, expected=16.000000 predicted=32.215551, expected=20.000000 predicted=31.942445, expected=40.000000 predicted=27.834634, expected=20.000000 predicted=35.587171, expected=20.000000 predicted=21.928189, expected=36.000000 predicted=28.327600, expected=24.000000 predicted=19.875125, expected=64.000000 predicted=52.925647, expected=28.000000 predicted=23.160399, expected=12.000000 predicted=18.487046, expected=4.000000 predicted=22.807889, expected=16.000000 predicted=18.016452, expected=8.000000 predicted=30.208622, expected=28.000000 predicted=27.167759, expected=52.000000 predicted=32.554640, expected=20.000000 predicted=11.124768, expected=24.000000 predicted=24.428536, expected=20.000000 predicted=16.632522, expected=28.000000 predicted=26.134145, expected=16.000000 predicted=31.365389, expected=8.000000 predicted=14.319709, expected=20.000000 predicted=22.671042, expected=28.000000 predicted=22.388083, expected=48.000000 predicted=36.966015, expected=16.000000 predicted=15.813189, expected=20.000000 predicted=18.119142, expected=16.000000 predicted=19.300666, expected=20.000000 predicted=21.730465, expected=40.000000 predicted=42.283034, expected=16.000000 predicted=14.661189, expected=32.000000 predicted=28.422626, expected=24.000000 predicted=20.911060, expected=40.000000 predicted=29.880185, expected=60.000000 predicted=49.787845, expected=16.000000 predicted=15.312917, expected=16.000000 predicted=27.951549, expected=20.000000 predicted=23.645159, expected=24.000000 predicted=27.889912, expected=32.000000 predicted=42.735739, expected=88.000000 predicted=53.839330, expected=68.000000 predicted=40.902898, expected=32.000000 predicted=29.957289, expected=52.000000 predicted=46.512851, expected=56.000000 predicted=43.281682, expected=16.000000 predicted=45.803483, expected=20.000000 predicted=45.598328, expected=76.000000 predicted=55.258973, expected=68.000000 predicted=53.003274, expected=52.000000 predicted=54.458369, expected=4.000000 predicted=16.469147, expected=44.000000 predicted=37.395207, expected=32.000000 predicted=47.109459, expected=32.000000 predicted=44.778002, expected=48.000000 predicted=51.484689, expected=88.000000 predicted=47.920682, expected=52.000000 predicted=45.448785, expected=28.000000 predicted=34.892944, expected=64.000000 predicted=54.869805, expected=20.000000 predicted=28.348242, expected=32.000000 predicted=58.035022, expected=52.000000 predicted=52.824860, expected=44.000000 predicted=32.480615, expected=24.000000 predicted=43.182517, expected=20.000000 predicted=23.857886, expected=60.000000 predicted=46.640919, expected=20.000000 predicted=29.895405, expected=8.000000 predicted=27.322498, expected=28.000000 predicted=30.026755, expected=40.000000 predicted=26.443149, expected=24.000000 predicted=37.388263, expected=12.000000 predicted=18.757078, expected=16.000000 predicted=14.970493, expected=16.000000 Test MSE: 281.550
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269])] predicted=37.412254, expected=48.000000 predicted=42.373385, expected=48.000000 predicted=47.403262, expected=16.000000 predicted=32.191996, expected=52.000000 predicted=37.450973, expected=48.000000 predicted=43.227509, expected=16.000000 predicted=34.653419, expected=44.000000 predicted=38.497075, expected=60.000000 predicted=41.826445, expected=8.000000 predicted=34.864999, expected=44.000000 predicted=37.405656, expected=52.000000 predicted=38.953275, expected=52.000000 predicted=44.644270, expected=24.000000 predicted=40.207659, expected=32.000000 predicted=30.553299, expected=48.000000 predicted=43.921586, expected=40.000000 predicted=42.637943, expected=36.000000 predicted=39.520667, expected=36.000000 predicted=34.794797, expected=36.000000 predicted=36.987226, expected=32.000000 predicted=38.171422, expected=28.000000 predicted=34.063842, expected=28.000000 predicted=32.201885, expected=28.000000 predicted=31.337913, expected=24.000000 predicted=29.174999, expected=24.000000 predicted=27.185572, expected=28.000000 predicted=27.115137, expected=24.000000 predicted=26.002233, expected=32.000000 predicted=27.592402, expected=52.000000 predicted=34.013715, expected=16.000000 predicted=27.053298, expected=48.000000 predicted=33.867613, expected=16.000000 predicted=29.754871, expected=44.000000 predicted=33.950441, expected=32.000000 predicted=38.073049, expected=48.000000 predicted=33.116729, expected=12.000000 predicted=32.889917, expected=44.000000 predicted=30.650101, expected=24.000000 predicted=35.651468, expected=20.000000 predicted=26.963925, expected=40.000000 predicted=35.200862, expected=52.000000 predicted=33.380083, expected=32.000000 predicted=36.221196, expected=48.000000 predicted=35.986193, expected=24.000000 predicted=33.200463, expected=36.000000 predicted=36.989140, expected=12.000000 predicted=33.726336, expected=36.000000 predicted=30.562535, expected=40.000000 predicted=37.229995, expected=60.000000 predicted=37.072407, expected=28.000000 predicted=35.678312, expected=24.000000 predicted=27.655115, expected=48.000000 predicted=40.852356, expected=36.000000 predicted=39.456662, expected=12.000000 predicted=33.480294, expected=36.000000 predicted=30.840575, expected=28.000000 predicted=30.339771, expected=36.000000 predicted=34.139046, expected=20.000000 predicted=28.661025, expected=44.000000 predicted=28.641414, expected=24.000000 predicted=32.131848, expected=12.000000 predicted=23.643470, expected=32.000000 predicted=29.823580, expected=24.000000 predicted=25.418864, expected=64.000000 predicted=38.720054, expected=56.000000 predicted=39.498514, expected=60.000000 predicted=40.175352, expected=24.000000 predicted=39.966621, expected=20.000000 predicted=33.940107, expected=44.000000 predicted=47.325766, expected=16.000000 predicted=36.183657, expected=20.000000 predicted=30.985797, expected=8.000000 predicted=20.747248, expected=4.000000 predicted=15.247829, expected=8.000000 predicted=18.240818, expected=16.000000 predicted=13.046882, expected=28.000000 predicted=17.286347, expected=40.000000 predicted=20.729940, expected=4.000000 predicted=13.723580, expected=8.000000 predicted=13.128645, expected=12.000000 predicted=17.347145, expected=24.000000 predicted=20.632470, expected=28.000000 predicted=23.790362, expected=44.000000 predicted=22.364706, expected=24.000000 predicted=22.582281, expected=28.000000 predicted=24.199242, expected=24.000000 predicted=27.937528, expected=40.000000 predicted=31.866332, expected=16.000000 predicted=29.743367, expected=8.000000 predicted=19.496726, expected=16.000000 predicted=21.759150, expected=24.000000 predicted=22.067605, expected=4.000000 predicted=18.343589, expected=8.000000 predicted=11.409103, expected=32.000000 predicted=17.774830, expected=24.000000 predicted=19.410356, expected=40.000000 predicted=24.926768, expected=28.000000 predicted=22.736964, expected=44.000000 predicted=28.652122, expected=44.000000 predicted=37.717347, expected=20.000000 predicted=29.714995, expected=24.000000 predicted=31.728110, expected=24.000000 predicted=29.536649, expected=16.000000 predicted=27.663314, expected=12.000000 predicted=23.354885, expected=32.000000 predicted=22.879992, expected=20.000000 predicted=22.186305, expected=36.000000 predicted=24.916473, expected=36.000000 predicted=27.455439, expected=40.000000 predicted=28.998898, expected=44.000000 predicted=36.678483, expected=12.000000 predicted=26.920206, expected=16.000000 predicted=27.208943, expected=8.000000 predicted=24.232554, expected=4.000000 predicted=18.618634, expected=4.000000 predicted=15.771441, expected=24.000000 predicted=13.461700, expected=28.000000 predicted=17.716678, expected=28.000000 predicted=17.563733, expected=52.000000 predicted=27.117204, expected=8.000000 predicted=20.260484, expected=32.000000 predicted=26.447496, expected=76.000000 predicted=44.959615, expected=44.000000 predicted=40.711727, expected=24.000000 predicted=37.417984, expected=32.000000 predicted=32.348892, expected=16.000000 predicted=32.304660, expected=16.000000 predicted=34.732168, expected=28.000000 predicted=29.007539, expected=36.000000 predicted=27.326901, expected=16.000000 predicted=23.926617, expected=28.000000 predicted=22.823671, expected=28.000000 predicted=25.420723, expected=24.000000 predicted=25.854145, expected=8.000000 predicted=22.105860, expected=8.000000 predicted=15.536179, expected=56.000000 predicted=31.145176, expected=16.000000 predicted=24.274523, expected=32.000000 predicted=23.953187, expected=16.000000 predicted=21.723180, expected=24.000000 predicted=21.344664, expected=24.000000 predicted=31.144431, expected=28.000000 predicted=22.975821, expected=8.000000 predicted=21.011176, expected=24.000000 predicted=19.812282, expected=20.000000 predicted=22.143938, expected=12.000000 predicted=17.851981, expected=12.000000 predicted=17.606292, expected=28.000000 predicted=18.025262, expected=28.000000 predicted=22.884444, expected=32.000000 predicted=23.712364, expected=20.000000 predicted=21.201331, expected=32.000000 predicted=24.535482, expected=20.000000 predicted=26.248646, expected=8.000000 predicted=20.217941, expected=16.000000 predicted=21.253298, expected=24.000000 predicted=20.649757, expected=20.000000 predicted=21.401732, expected=40.000000 predicted=24.711026, expected=24.000000 predicted=21.976252, expected=20.000000 predicted=21.643571, expected=8.000000 predicted=20.439899, expected=24.000000 predicted=21.512822, expected=8.000000 predicted=21.125018, expected=8.000000 predicted=13.910705, expected=4.000000 predicted=11.779146, expected=28.000000 predicted=14.666492, expected=12.000000 predicted=15.890074, expected=28.000000 predicted=15.583548, expected=28.000000 predicted=20.155043, expected=8.000000 predicted=14.184054, expected=44.000000 predicted=28.028277, expected=4.000000 predicted=18.449847, expected=92.000000 predicted=40.390880, expected=72.000000 predicted=51.067072, expected=44.000000 predicted=39.055503, expected=36.000000 predicted=46.700875, expected=36.000000 predicted=39.738790, expected=32.000000 predicted=52.037169, expected=20.000000 predicted=39.197961, expected=92.000000 predicted=51.366746, expected=44.000000 predicted=46.572892, expected=36.000000 predicted=39.282281, expected=32.000000 predicted=40.724336, expected=36.000000 predicted=37.981353, expected=32.000000 predicted=48.226747, expected=12.000000 predicted=29.438540, expected=56.000000 predicted=37.034108, expected=64.000000 predicted=44.535007, expected=32.000000 predicted=37.613232, expected=28.000000 predicted=34.886461, expected=28.000000 predicted=32.354699, expected=28.000000 predicted=38.239956, expected=24.000000 predicted=35.272696, expected=28.000000 predicted=28.233916, expected=20.000000 predicted=25.317746, expected=36.000000 predicted=28.485238, expected=36.000000 predicted=30.787545, expected=16.000000 predicted=24.453780, expected=32.000000 predicted=28.176530, expected=32.000000 predicted=28.993702, expected=56.000000 predicted=38.230397, expected=56.000000 predicted=42.754345, expected=64.000000 predicted=44.174674, expected=36.000000 predicted=43.940329, expected=28.000000 predicted=39.483870, expected=12.000000 predicted=37.515786, expected=64.000000 predicted=46.919561, expected=16.000000 predicted=38.440854, expected=56.000000 predicted=36.360873, expected=8.000000 predicted=30.179014, expected=36.000000 predicted=26.448052, expected=40.000000 predicted=42.608305, expected=24.000000 predicted=26.796031, expected=16.000000 predicted=30.206054, expected=36.000000 predicted=25.836100, expected=40.000000 predicted=34.447677, expected=32.000000 predicted=32.529559, expected=28.000000 predicted=28.746371, expected=72.000000 predicted=40.951719, expected=48.000000 predicted=45.233884, expected=28.000000 predicted=37.910631, expected=64.000000 predicted=47.310715, expected=72.000000 predicted=53.989043, expected=36.000000 predicted=52.494802, expected=32.000000 predicted=44.004163, expected=44.000000 predicted=43.736252, expected=8.000000 predicted=38.114354, expected=8.000000 predicted=30.969980, expected=52.000000 predicted=34.503861, expected=60.000000 predicted=39.103866, expected=24.000000 predicted=33.299687, expected=16.000000 predicted=24.072049, expected=52.000000 predicted=35.190101, expected=32.000000 predicted=39.192507, expected=16.000000 predicted=32.240307, expected=16.000000 predicted=24.937108, expected=44.000000 predicted=29.520621, expected=16.000000 predicted=29.599992, expected=32.000000 predicted=26.848165, expected=32.000000 predicted=27.856843, expected=24.000000 predicted=24.330257, expected=12.000000 predicted=26.385520, expected=24.000000 predicted=22.145299, expected=20.000000 predicted=24.064787, expected=56.000000 predicted=32.768960, expected=24.000000 predicted=27.971158, expected=16.000000 predicted=21.145698, expected=48.000000 predicted=34.740516, expected=24.000000 predicted=28.471241, expected=20.000000 predicted=30.990069, expected=60.000000 predicted=37.213252, expected=12.000000 predicted=25.744894, expected=20.000000 predicted=29.383548, expected=28.000000 predicted=28.684780, expected=20.000000 predicted=22.858551, expected=52.000000 predicted=38.555357, expected=28.000000 predicted=26.858391, expected=8.000000 predicted=21.606883, expected=28.000000 predicted=27.886664, expected=20.000000 predicted=23.759292, expected=24.000000 predicted=28.028942, expected=56.000000 predicted=33.091607, expected=40.000000 predicted=29.715679, expected=60.000000 predicted=40.825946, expected=64.000000 predicted=46.886971, expected=56.000000 predicted=48.256471, expected=20.000000 predicted=45.810914, expected=32.000000 predicted=41.127989, expected=32.000000 predicted=43.137896, expected=16.000000 predicted=34.561312, expected=48.000000 predicted=38.791674, expected=32.000000 predicted=30.266803, expected=16.000000 predicted=26.684768, expected=28.000000 predicted=29.413850, expected=20.000000 predicted=23.736505, expected=28.000000 predicted=29.887884, expected=28.000000 predicted=27.227407, expected=40.000000 predicted=27.664611, expected=56.000000 predicted=37.652646, expected=64.000000 predicted=42.708416, expected=40.000000 predicted=41.987606, expected=20.000000 predicted=36.038991, expected=32.000000 predicted=39.055298, expected=36.000000 predicted=41.009165, expected=48.000000 predicted=43.690045, expected=8.000000 predicted=28.782294, expected=68.000000 predicted=38.121282, expected=20.000000 predicted=34.783721, expected=28.000000 predicted=31.130786, expected=4.000000 predicted=29.330845, expected=24.000000 predicted=19.951407, expected=28.000000 predicted=33.522700, expected=28.000000 predicted=22.301582, expected=32.000000 predicted=26.836488, expected=20.000000 predicted=20.646271, expected=16.000000 predicted=22.662536, expected=20.000000 predicted=23.482429, expected=32.000000 predicted=25.820610, expected=32.000000 predicted=27.642813, expected=36.000000 predicted=27.549322, expected=40.000000 predicted=30.545750, expected=44.000000 predicted=34.587146, expected=44.000000 predicted=38.941956, expected=24.000000 predicted=34.324249, expected=16.000000 predicted=30.378651, expected=12.000000 predicted=27.090621, expected=12.000000 predicted=23.611986, expected=40.000000 predicted=28.972854, expected=28.000000 predicted=24.422499, expected=36.000000 predicted=25.344610, expected=32.000000 predicted=27.485290, expected=32.000000 predicted=27.912570, expected=36.000000 predicted=35.304629, expected=28.000000 predicted=30.921650, expected=20.000000 predicted=29.078666, expected=12.000000 predicted=24.243947, expected=84.000000 predicted=42.563129, expected=64.000000 predicted=47.172891, expected=92.000000 predicted=55.688236, expected=36.000000 predicted=49.646229, expected=80.000000 predicted=56.100979, expected=64.000000 predicted=73.176481, expected=48.000000 predicted=58.723340, expected=40.000000 predicted=60.737247, expected=48.000000 predicted=48.714897, expected=68.000000 predicted=61.485032, expected=40.000000 predicted=51.456264, expected=56.000000 predicted=50.261392, expected=32.000000 predicted=45.324830, expected=40.000000 predicted=43.841098, expected=28.000000 predicted=44.195250, expected=52.000000 predicted=41.451130, expected=104.000000 predicted=63.251165, expected=36.000000 predicted=47.707903, expected=36.000000 predicted=44.783781, expected=36.000000 predicted=45.800748, expected=8.000000 predicted=36.616270, expected=16.000000 predicted=39.996458, expected=52.000000 predicted=34.828732, expected=56.000000 predicted=39.093684, expected=36.000000 predicted=35.997971, expected=12.000000 predicted=25.105564, expected=20.000000 predicted=26.781052, expected=32.000000 predicted=35.123362, expected=32.000000 predicted=33.723411, expected=16.000000 predicted=24.782973, expected=36.000000 predicted=25.205772, expected=40.000000 predicted=31.079045, expected=44.000000 predicted=35.045584, expected=8.000000 predicted=26.877009, expected=8.000000 Test MSE: 309.605
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861])] predicted=48.637333, expected=48.000000 predicted=54.452415, expected=8.000000 predicted=35.050999, expected=36.000000 predicted=44.709344, expected=32.000000 predicted=36.749527, expected=56.000000 predicted=46.858595, expected=64.000000 predicted=47.396675, expected=4.000000 predicted=21.711562, expected=4.000000 predicted=25.628543, expected=68.000000 predicted=44.573400, expected=40.000000 predicted=41.354647, expected=64.000000 predicted=52.422750, expected=76.000000 predicted=44.420965, expected=40.000000 predicted=40.719907, expected=44.000000 predicted=54.408923, expected=48.000000 predicted=48.040109, expected=36.000000 predicted=49.418688, expected=80.000000 predicted=64.885383, expected=28.000000 predicted=38.678324, expected=68.000000 predicted=56.946754, expected=44.000000 predicted=45.522210, expected=32.000000 predicted=44.413745, expected=20.000000 predicted=41.715765, expected=44.000000 predicted=39.510235, expected=64.000000 predicted=53.286199, expected=60.000000 predicted=48.909983, expected=56.000000 predicted=46.838723, expected=36.000000 predicted=39.447436, expected=44.000000 predicted=48.247539, expected=96.000000 predicted=69.977167, expected=60.000000 predicted=58.790920, expected=76.000000 predicted=66.341094, expected=32.000000 predicted=45.056149, expected=32.000000 predicted=50.086331, expected=28.000000 predicted=51.223878, expected=28.000000 predicted=41.992153, expected=44.000000 predicted=45.895132, expected=44.000000 predicted=36.725580, expected=76.000000 predicted=50.636015, expected=48.000000 predicted=42.403696, expected=32.000000 predicted=40.247939, expected=32.000000 predicted=40.597774, expected=36.000000 predicted=42.498685, expected=48.000000 predicted=50.600880, expected=56.000000 predicted=46.659229, expected=40.000000 predicted=39.235223, expected=64.000000 predicted=49.313589, expected=80.000000 predicted=58.101873, expected=64.000000 predicted=59.404689, expected=72.000000 predicted=64.452672, expected=40.000000 predicted=50.729042, expected=56.000000 predicted=62.084592, expected=44.000000 predicted=56.656187, expected=48.000000 predicted=54.979247, expected=36.000000 predicted=47.816514, expected=76.000000 predicted=56.616832, expected=32.000000 predicted=44.047258, expected=48.000000 predicted=48.739172, expected=76.000000 predicted=56.512209, expected=48.000000 predicted=50.102588, expected=40.000000 predicted=53.303507, expected=36.000000 predicted=40.471354, expected=20.000000 predicted=38.644462, expected=8.000000 predicted=34.849327, expected=56.000000 predicted=42.438003, expected=84.000000 predicted=52.420007, expected=64.000000 predicted=49.885680, expected=36.000000 predicted=38.328604, expected=52.000000 predicted=44.085706, expected=68.000000 predicted=61.451572, expected=80.000000 predicted=72.100107, expected=28.000000 predicted=47.907699, expected=60.000000 predicted=54.110411, expected=132.000000 predicted=83.683905, expected=52.000000 predicted=64.693346, expected=8.000000 predicted=50.648079, expected=80.000000 predicted=60.200396, expected=52.000000 predicted=58.345143, expected=100.000000 predicted=90.159220, expected=40.000000 predicted=47.228200, expected=48.000000 predicted=50.055643, expected=28.000000 predicted=50.578770, expected=60.000000 predicted=57.758236, expected=72.000000 predicted=65.916953, expected=80.000000 predicted=60.228273, expected=44.000000 predicted=50.402714, expected=40.000000 predicted=47.598774, expected=28.000000 predicted=47.217800, expected=32.000000 predicted=48.594061, expected=68.000000 predicted=58.030980, expected=96.000000 predicted=62.173809, expected=44.000000 predicted=47.071616, expected=68.000000 predicted=56.424084, expected=76.000000 predicted=61.303514, expected=36.000000 predicted=58.407730, expected=68.000000 predicted=70.545385, expected=76.000000 predicted=61.517335, expected=116.000000 predicted=85.600865, expected=56.000000 predicted=66.024808, expected=32.000000 predicted=53.332912, expected=28.000000 predicted=53.167510, expected=60.000000 predicted=64.545019, expected=60.000000 predicted=66.395732, expected=44.000000 predicted=47.340179, expected=36.000000 predicted=39.468663, expected=16.000000 predicted=32.276018, expected=44.000000 predicted=46.710030, expected=44.000000 predicted=43.365580, expected=48.000000 predicted=42.509955, expected=40.000000 predicted=37.377853, expected=56.000000 predicted=42.323263, expected=84.000000 predicted=59.698865, expected=32.000000 predicted=43.963421, expected=28.000000 predicted=43.751433, expected=24.000000 predicted=37.180037, expected=80.000000 predicted=61.031799, expected=56.000000 predicted=54.670873, expected=36.000000 predicted=40.223742, expected=32.000000 predicted=37.080567, expected=44.000000 predicted=43.102007, expected=52.000000 predicted=54.454265, expected=32.000000 predicted=40.704307, expected=60.000000 predicted=46.946577, expected=72.000000 predicted=51.909041, expected=52.000000 predicted=51.005720, expected=12.000000 predicted=37.624758, expected=4.000000 predicted=29.332694, expected=12.000000 predicted=32.849004, expected=40.000000 predicted=40.105080, expected=100.000000 predicted=55.805270, expected=44.000000 predicted=31.922285, expected=36.000000 predicted=34.462597, expected=44.000000 predicted=39.868935, expected=56.000000 predicted=53.824153, expected=40.000000 predicted=55.325265, expected=112.000000 predicted=70.019029, expected=120.000000 predicted=75.754920, expected=72.000000 predicted=69.112785, expected=60.000000 predicted=68.937829, expected=80.000000 predicted=75.585339, expected=32.000000 predicted=70.847062, expected=56.000000 predicted=75.071206, expected=68.000000 predicted=63.544253, expected=112.000000 predicted=80.267865, expected=40.000000 predicted=57.736683, expected=32.000000 predicted=48.267767, expected=56.000000 predicted=58.503628, expected=28.000000 predicted=50.351682, expected=36.000000 predicted=56.250278, expected=56.000000 predicted=44.631212, expected=52.000000 predicted=44.009604, expected=48.000000 predicted=47.902072, expected=44.000000 predicted=41.459403, expected=40.000000 predicted=43.072714, expected=36.000000 predicted=44.739127, expected=56.000000 predicted=49.973585, expected=84.000000 predicted=59.693100, expected=116.000000 predicted=74.745662, expected=36.000000 predicted=49.115402, expected=48.000000 predicted=56.944802, expected=80.000000 predicted=70.193780, expected=28.000000 predicted=57.659010, expected=72.000000 predicted=75.175920, expected=60.000000 predicted=50.799223, expected=120.000000 predicted=81.542595, expected=80.000000 predicted=73.253750, expected=32.000000 predicted=52.248796, expected=44.000000 predicted=62.362743, expected=80.000000 predicted=71.993702, expected=32.000000 predicted=62.634755, expected=96.000000 predicted=74.926686, expected=128.000000 predicted=77.224819, expected=44.000000 predicted=58.822031, expected=28.000000 predicted=60.737800, expected=32.000000 predicted=47.956078, expected=64.000000 predicted=71.410446, expected=44.000000 predicted=62.529973, expected=44.000000 predicted=43.869276, expected=64.000000 predicted=48.025616, expected=48.000000 predicted=45.927864, expected=80.000000 predicted=65.472227, expected=52.000000 predicted=51.042379, expected=40.000000 predicted=50.337157, expected=44.000000 predicted=52.911475, expected=64.000000 predicted=56.855305, expected=40.000000 predicted=52.705704, expected=56.000000 predicted=52.508140, expected=84.000000 predicted=60.006135, expected=28.000000 predicted=43.538831, expected=52.000000 predicted=56.944613, expected=36.000000 predicted=42.733163, expected=116.000000 predicted=77.997397, expected=128.000000 predicted=87.166446, expected=48.000000 predicted=55.833170, expected=52.000000 predicted=65.199194, expected=20.000000 predicted=49.308324, expected=48.000000 predicted=73.294276, expected=60.000000 predicted=68.155277, expected=52.000000 predicted=48.488627, expected=64.000000 predicted=53.322161, expected=32.000000 predicted=37.581410, expected=40.000000 predicted=48.016381, expected=44.000000 predicted=48.467102, expected=24.000000 predicted=39.290403, expected=40.000000 predicted=44.224713, expected=56.000000 predicted=42.411323, expected=36.000000 predicted=38.570000, expected=40.000000 predicted=40.772065, expected=44.000000 predicted=38.421936, expected=32.000000 predicted=38.837180, expected=36.000000 predicted=41.779294, expected=32.000000 predicted=34.992251, expected=52.000000 predicted=43.518781, expected=72.000000 predicted=51.420479, expected=48.000000 predicted=43.295011, expected=96.000000 predicted=65.041330, expected=40.000000 predicted=46.133761, expected=36.000000 predicted=53.323500, expected=52.000000 predicted=56.924787, expected=112.000000 predicted=76.453799, expected=128.000000 predicted=91.909553, expected=68.000000 predicted=64.785736, expected=24.000000 predicted=52.495810, expected=56.000000 predicted=68.224174, expected=40.000000 predicted=69.284120, expected=36.000000 predicted=63.380108, expected=36.000000 predicted=43.837287, expected=68.000000 predicted=48.462010, expected=40.000000 predicted=44.195654, expected=36.000000 predicted=41.211863, expected=32.000000 predicted=37.447699, expected=40.000000 predicted=41.684133, expected=44.000000 predicted=46.642497, expected=60.000000 predicted=46.779089, expected=92.000000 predicted=59.763277, expected=56.000000 predicted=49.726704, expected=104.000000 predicted=74.425079, expected=44.000000 predicted=54.497083, expected=24.000000 predicted=54.649424, expected=60.000000 predicted=66.418560, expected=48.000000 predicted=54.232910, expected=80.000000 predicted=72.540899, expected=36.000000 predicted=41.895825, expected=80.000000 predicted=59.759337, expected=36.000000 predicted=49.000323, expected=76.000000 predicted=65.047160, expected=132.000000 predicted=88.425225, expected=72.000000 predicted=66.091008, expected=44.000000 predicted=66.412362, expected=48.000000 predicted=58.250472, expected=56.000000 predicted=70.031360, expected=48.000000 predicted=70.467112, expected=64.000000 predicted=60.115947, expected=32.000000 predicted=42.404673, expected=40.000000 predicted=47.148149, expected=8.000000 predicted=33.173366, expected=8.000000 predicted=30.201395, expected=56.000000 predicted=44.694312, expected=12.000000 predicted=21.757271, expected=64.000000 predicted=42.864414, expected=76.000000 predicted=41.168340, expected=56.000000 predicted=44.156864, expected=28.000000 predicted=42.540981, expected=36.000000 predicted=39.307641, expected=36.000000 predicted=48.062421, expected=56.000000 predicted=54.801568, expected=40.000000 predicted=42.080653, expected=60.000000 predicted=46.155584, expected=76.000000 predicted=54.745599, expected=24.000000 predicted=39.631256, expected=12.000000 predicted=38.010103, expected=36.000000 predicted=40.139220, expected=28.000000 predicted=39.633016, expected=84.000000 predicted=59.790462, expected=64.000000 predicted=42.419207, expected=36.000000 predicted=37.553372, expected=32.000000 predicted=40.316761, expected=16.000000 predicted=34.677479, expected=64.000000 predicted=59.932891, expected=40.000000 predicted=42.601165, expected=72.000000 predicted=51.521275, expected=64.000000 predicted=47.599560, expected=60.000000 predicted=50.870136, expected=60.000000 predicted=59.533737, expected=36.000000 predicted=48.192867, expected=60.000000 predicted=61.891767, expected=24.000000 predicted=44.098585, expected=68.000000 predicted=59.199452, expected=52.000000 predicted=49.677995, expected=28.000000 predicted=40.359952, expected=48.000000 predicted=48.024844, expected=68.000000 predicted=50.761065, expected=36.000000 predicted=48.271377, expected=44.000000 predicted=46.415412, expected=76.000000 predicted=53.801907, expected=48.000000 predicted=51.015209, expected=16.000000 predicted=41.973743, expected=24.000000 predicted=35.692878, expected=68.000000 predicted=53.122219, expected=68.000000 predicted=57.708253, expected=36.000000 predicted=40.865518, expected=52.000000 predicted=42.417697, expected=60.000000 predicted=50.072899, expected=92.000000 predicted=72.347308, expected=64.000000 predicted=61.194671, expected=60.000000 predicted=57.879280, expected=76.000000 predicted=67.349169, expected=72.000000 predicted=70.191214, expected=60.000000 predicted=70.396883, expected=16.000000 predicted=46.739212, expected=52.000000 predicted=57.690062, expected=36.000000 predicted=49.890322, expected=28.000000 predicted=44.575377, expected=24.000000 predicted=34.669485, expected=32.000000 predicted=30.514977, expected=64.000000 predicted=47.851314, expected=44.000000 predicted=38.033824, expected=48.000000 predicted=40.932142, expected=32.000000 predicted=35.137071, expected=104.000000 predicted=67.005252, expected=84.000000 predicted=65.878091, expected=28.000000 predicted=47.326753, expected=64.000000 predicted=60.091904, expected=24.000000 predicted=44.250949, expected=48.000000 predicted=64.256101, expected=68.000000 predicted=58.690656, expected=44.000000 predicted=43.724207, expected=36.000000 predicted=45.823636, expected=44.000000 predicted=41.656878, expected=80.000000 predicted=60.997857, expected=32.000000 predicted=45.888848, expected=20.000000 predicted=37.745898, expected=32.000000 predicted=37.644234, expected=32.000000 predicted=39.688661, expected=72.000000 predicted=56.534014, expected=84.000000 predicted=52.376661, expected=96.000000 predicted=62.196777, expected=32.000000 predicted=45.233422, expected=24.000000 predicted=46.784098, expected=4.000000 predicted=41.571755, expected=68.000000 predicted=63.742396, expected=28.000000 predicted=42.229934, expected=156.000000 predicted=79.580788, expected=100.000000 predicted=62.604591, expected=104.000000 predicted=76.365438, expected=80.000000 predicted=80.589011, expected=72.000000 predicted=79.597222, expected=32.000000 predicted=83.013151, expected=76.000000 predicted=81.864879, expected=4.000000 predicted=50.071976, expected=44.000000 predicted=55.189115, expected=64.000000 predicted=54.646416, expected=88.000000 predicted=60.300353, expected=72.000000 predicted=62.773617, expected=32.000000 predicted=38.731642, expected=28.000000 predicted=45.987087, expected=40.000000 predicted=52.241161, expected=48.000000 predicted=56.066872, expected=28.000000 predicted=41.231929, expected=52.000000 predicted=41.282602, expected=88.000000 predicted=56.052971, expected=72.000000 predicted=57.253717, expected=60.000000 predicted=56.685024, expected=24.000000 predicted=41.341769, expected=60.000000 predicted=60.022547, expected=92.000000 predicted=76.352399, expected=24.000000 predicted=48.125829, expected=36.000000 predicted=47.264933, expected=44.000000 predicted=42.677007, expected=60.000000 predicted=57.197735, expected=56.000000 predicted=57.283693, expected=84.000000 predicted=56.611384, expected=76.000000 predicted=60.134995, expected=88.000000 predicted=70.812989, expected=52.000000 predicted=62.239306, expected=72.000000 predicted=70.596880, expected=80.000000 predicted=77.479620, expected=44.000000 predicted=62.964642, expected=64.000000 predicted=68.928304, expected=76.000000 predicted=66.083956, expected=100.000000 predicted=80.941525, expected=80.000000 predicted=75.257770, expected=44.000000 predicted=57.970349, expected=60.000000 predicted=67.406469, expected=112.000000 predicted=88.710651, expected=96.000000 predicted=87.554971, expected=100.000000 predicted=86.264206, expected=72.000000 predicted=72.387077, expected=104.000000 predicted=92.050325, expected=96.000000 predicted=97.896336, expected=40.000000 predicted=73.675912, expected=56.000000 predicted=75.273274, expected=76.000000 predicted=75.047447, expected=132.000000 predicted=101.121857, expected=100.000000 predicted=87.131461, expected=120.000000 predicted=90.608750, expected=96.000000 predicted=90.200657, expected=72.000000 predicted=89.876283, expected=60.000000 predicted=90.931068, expected=64.000000 predicted=82.297435, expected=80.000000 predicted=86.839299, expected=112.000000 predicted=91.699649, expected=64.000000 predicted=70.354701, expected=76.000000 predicted=74.460272, expected=64.000000 predicted=71.106655, expected=80.000000 predicted=81.103334, expected=28.000000 predicted=62.777968, expected=68.000000 predicted=66.176794, expected=88.000000 predicted=73.916546, expected=28.000000 predicted=50.893026, expected=40.000000 predicted=54.293907, expected=80.000000 predicted=59.269594, expected=76.000000 predicted=67.649505, expected=52.000000 predicted=60.695261, expected=100.000000 predicted=69.192254, expected=88.000000 predicted=72.124136, expected=52.000000 predicted=68.931564, expected=72.000000 predicted=73.646410, expected=68.000000 predicted=68.486304, expected=56.000000 Test MSE: 683.418
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044])] predicted=21.083324, expected=16.000000 predicted=15.288590, expected=24.000000 predicted=20.654423, expected=24.000000 predicted=21.943855, expected=24.000000 predicted=22.517367, expected=12.000000 predicted=21.105685, expected=24.000000 predicted=21.342570, expected=20.000000 predicted=20.915382, expected=40.000000 predicted=26.304402, expected=24.000000 predicted=23.290045, expected=24.000000 predicted=23.837114, expected=16.000000 predicted=23.555380, expected=16.000000 predicted=22.477292, expected=44.000000 predicted=30.373052, expected=24.000000 predicted=23.540530, expected=12.000000 predicted=21.794583, expected=4.000000 predicted=17.610699, expected=12.000000 predicted=18.196719, expected=12.000000 predicted=18.320742, expected=12.000000 predicted=13.041122, expected=28.000000 predicted=15.234158, expected=20.000000 predicted=14.232510, expected=16.000000 predicted=16.454231, expected=16.000000 predicted=17.011622, expected=8.000000 predicted=15.272101, expected=28.000000 predicted=21.297483, expected=32.000000 predicted=20.998232, expected=24.000000 predicted=20.568106, expected=20.000000 predicted=20.996412, expected=20.000000 predicted=21.218240, expected=12.000000 predicted=21.546817, expected=12.000000 predicted=19.817234, expected=16.000000 predicted=17.556378, expected=12.000000 predicted=14.970952, expected=28.000000 predicted=18.542759, expected=36.000000 predicted=20.753552, expected=24.000000 predicted=20.794043, expected=28.000000 predicted=24.450091, expected=20.000000 predicted=23.243993, expected=16.000000 predicted=24.474202, expected=16.000000 predicted=23.144339, expected=32.000000 predicted=24.190470, expected=12.000000 predicted=19.259080, expected=16.000000 predicted=18.939686, expected=8.000000 predicted=15.303131, expected=12.000000 predicted=15.749354, expected=20.000000 predicted=17.871314, expected=20.000000 predicted=14.989846, expected=20.000000 predicted=16.466652, expected=16.000000 predicted=15.490175, expected=16.000000 predicted=16.971927, expected=4.000000 predicted=14.482837, expected=8.000000 predicted=13.866662, expected=12.000000 predicted=12.894723, expected=20.000000 predicted=13.784993, expected=20.000000 predicted=14.090008, expected=12.000000 predicted=11.946963, expected=32.000000 predicted=19.193350, expected=16.000000 predicted=17.273367, expected=12.000000 predicted=18.208087, expected=36.000000 predicted=23.520634, expected=44.000000 predicted=26.601902, expected=8.000000 predicted=22.202892, expected=20.000000 predicted=23.169350, expected=20.000000 predicted=21.995188, expected=20.000000 predicted=24.681933, expected=12.000000 predicted=20.717756, expected=44.000000 predicted=23.562988, expected=60.000000 predicted=32.325507, expected=40.000000 predicted=32.268931, expected=32.000000 predicted=34.125296, expected=48.000000 predicted=39.648519, expected=40.000000 predicted=42.820055, expected=20.000000 predicted=38.327091, expected=36.000000 predicted=37.221241, expected=64.000000 predicted=42.758668, expected=40.000000 predicted=40.171408, expected=4.000000 predicted=30.688677, expected=28.000000 predicted=33.010507, expected=12.000000 predicted=27.009783, expected=16.000000 predicted=28.002250, expected=40.000000 predicted=27.177820, expected=60.000000 predicted=29.390597, expected=24.000000 predicted=27.913881, expected=16.000000 predicted=26.705667, expected=32.000000 predicted=31.255016, expected=24.000000 predicted=30.643869, expected=48.000000 predicted=38.510693, expected=40.000000 predicted=30.795944, expected=24.000000 predicted=28.659487, expected=8.000000 predicted=27.030981, expected=4.000000 predicted=21.943128, expected=16.000000 predicted=24.230820, expected=16.000000 predicted=18.677118, expected=36.000000 predicted=20.999539, expected=36.000000 predicted=20.517689, expected=16.000000 predicted=18.328674, expected=16.000000 predicted=21.984047, expected=16.000000 predicted=21.083170, expected=8.000000 predicted=20.061275, expected=32.000000 predicted=24.352539, expected=36.000000 predicted=21.946811, expected=72.000000 predicted=36.287948, expected=12.000000 predicted=23.707827, expected=36.000000 predicted=33.272250, expected=28.000000 predicted=34.123125, expected=16.000000 predicted=30.430674, expected=24.000000 predicted=34.353244, expected=20.000000 predicted=21.004556, expected=20.000000 predicted=24.351894, expected=12.000000 predicted=19.305092, expected=12.000000 predicted=16.532577, expected=12.000000 predicted=16.434122, expected=8.000000 predicted=13.335010, expected=24.000000 predicted=16.862365, expected=44.000000 predicted=22.064444, expected=32.000000 predicted=22.204181, expected=28.000000 predicted=24.761318, expected=8.000000 predicted=20.044732, expected=16.000000 predicted=24.208823, expected=20.000000 predicted=25.227723, expected=28.000000 predicted=23.686909, expected=28.000000 predicted=22.870751, expected=4.000000 predicted=14.082757, expected=28.000000 predicted=22.488634, expected=16.000000 predicted=19.015893, expected=8.000000 predicted=17.787279, expected=12.000000 predicted=16.677371, expected=24.000000 predicted=15.739989, expected=28.000000 predicted=21.123232, expected=40.000000 predicted=24.131619, expected=12.000000 predicted=17.623355, expected=20.000000 predicted=22.253524, expected=20.000000 predicted=23.169630, expected=32.000000 predicted=26.636337, expected=40.000000 predicted=30.301799, expected=16.000000 predicted=20.722045, expected=16.000000 predicted=23.084691, expected=8.000000 predicted=19.487881, expected=28.000000 predicted=25.210407, expected=28.000000 predicted=24.407626, expected=8.000000 predicted=15.372784, expected=24.000000 predicted=20.113509, expected=16.000000 predicted=16.900966, expected=12.000000 predicted=18.929685, expected=32.000000 predicted=22.935766, expected=20.000000 predicted=17.328624, expected=12.000000 predicted=18.730072, expected=12.000000 predicted=16.609900, expected=24.000000 predicted=19.157426, expected=24.000000 predicted=21.726547, expected=32.000000 predicted=22.516732, expected=32.000000 predicted=23.126959, expected=20.000000 predicted=22.246914, expected=16.000000 predicted=23.513325, expected=16.000000 predicted=22.336863, expected=16.000000 predicted=21.824775, expected=32.000000 predicted=24.650119, expected=20.000000 predicted=19.388815, expected=20.000000 predicted=19.982559, expected=16.000000 predicted=18.990809, expected=24.000000 predicted=21.558846, expected=32.000000 predicted=25.833849, expected=64.000000 predicted=34.512661, expected=12.000000 predicted=23.201394, expected=12.000000 predicted=24.812809, expected=136.000000 predicted=59.911331, expected=16.000000 predicted=34.149211, expected=20.000000 predicted=49.814405, expected=8.000000 predicted=29.376864, expected=4.000000 predicted=29.285910, expected=48.000000 predicted=47.059906, expected=16.000000 predicted=16.266109, expected=4.000000 predicted=16.511258, expected=16.000000 predicted=15.334313, expected=28.000000 predicted=20.191650, expected=16.000000 predicted=21.297537, expected=20.000000 predicted=17.286670, expected=8.000000 predicted=13.420851, expected=28.000000 predicted=21.286106, expected=20.000000 predicted=19.258201, expected=28.000000 predicted=21.413010, expected=12.000000 predicted=17.516206, expected=20.000000 predicted=19.911306, expected=12.000000 predicted=18.841979, expected=8.000000 predicted=16.389309, expected=20.000000 predicted=17.677610, expected=20.000000 predicted=15.396425, expected=40.000000 predicted=22.634704, expected=12.000000 predicted=16.102489, expected=12.000000 predicted=18.570520, expected=24.000000 predicted=21.443653, expected=16.000000 predicted=20.145051, expected=12.000000 predicted=19.513791, expected=12.000000 predicted=14.172946, expected=16.000000 predicted=15.528149, expected=20.000000 predicted=17.279060, expected=12.000000 predicted=14.073759, expected=16.000000 predicted=14.988112, expected=20.000000 predicted=16.123060, expected=48.000000 predicted=25.172425, expected=92.000000 predicted=40.889970, expected=32.000000 predicted=32.152326, expected=8.000000 predicted=33.035494, expected=20.000000 predicted=34.800179, expected=32.000000 predicted=40.097532, expected=64.000000 predicted=47.063854, expected=40.000000 predicted=30.842851, expected=28.000000 predicted=30.490403, expected=12.000000 predicted=29.166168, expected=24.000000 predicted=34.434061, expected=16.000000 predicted=30.350759, expected=12.000000 predicted=22.111885, expected=36.000000 predicted=23.802811, expected=40.000000 predicted=24.294909, expected=28.000000 predicted=25.489385, expected=20.000000 predicted=23.732944, expected=24.000000 predicted=26.267903, expected=8.000000 predicted=24.208524, expected=24.000000 predicted=25.996250, expected=48.000000 predicted=28.243027, expected=24.000000 predicted=23.056983, expected=40.000000 predicted=29.837562, expected=16.000000 predicted=22.769608, expected=24.000000 predicted=30.343254, expected=40.000000 predicted=33.498746, expected=8.000000 predicted=22.609222, expected=28.000000 predicted=28.133661, expected=20.000000 predicted=20.858926, expected=16.000000 predicted=23.204982, expected=28.000000 predicted=24.285926, expected=28.000000 predicted=21.460665, expected=20.000000 predicted=22.944481, expected=24.000000 predicted=22.675881, expected=20.000000 predicted=21.932944, expected=32.000000 predicted=26.967120, expected=28.000000 predicted=25.050221, expected=8.000000 predicted=19.975962, expected=8.000000 predicted=19.163058, expected=12.000000 predicted=17.896206, expected=4.000000 predicted=15.051263, expected=12.000000 predicted=13.064457, expected=28.000000 predicted=13.709835, expected=8.000000 predicted=10.384094, expected=8.000000 predicted=11.828697, expected=24.000000 predicted=14.746248, expected=24.000000 predicted=17.996024, expected=60.000000 predicted=30.329140, expected=24.000000 predicted=20.895328, expected=40.000000 predicted=31.823190, expected=28.000000 predicted=30.450861, expected=36.000000 predicted=36.961916, expected=20.000000 predicted=32.796844, expected=12.000000 predicted=25.626860, expected=20.000000 predicted=26.127851, expected=20.000000 predicted=22.934547, expected=4.000000 predicted=17.294423, expected=8.000000 predicted=13.827537, expected=28.000000 predicted=17.227641, expected=32.000000 predicted=20.223697, expected=32.000000 predicted=21.534195, expected=32.000000 predicted=22.444829, expected=28.000000 predicted=26.009690, expected=12.000000 predicted=25.220795, expected=16.000000 predicted=25.116561, expected=24.000000 predicted=24.617950, expected=8.000000 predicted=18.752592, expected=24.000000 predicted=20.398952, expected=40.000000 predicted=22.435135, expected=28.000000 predicted=23.255964, expected=44.000000 predicted=30.076991, expected=12.000000 predicted=21.806111, expected=44.000000 predicted=35.419481, expected=36.000000 predicted=32.857550, expected=28.000000 predicted=32.460232, expected=44.000000 predicted=35.634296, expected=28.000000 predicted=30.404431, expected=44.000000 predicted=39.500127, expected=28.000000 predicted=32.527570, expected=20.000000 predicted=31.357227, expected=20.000000 predicted=29.501834, expected=24.000000 predicted=27.738420, expected=20.000000 predicted=25.837263, expected=32.000000 predicted=25.487877, expected=4.000000 predicted=16.881766, expected=32.000000 predicted=24.759829, expected=16.000000 predicted=19.251922, expected=12.000000 predicted=19.793721, expected=4.000000 predicted=14.536197, expected=52.000000 predicted=25.166613, expected=40.000000 predicted=26.272354, expected=28.000000 predicted=25.386840, expected=4.000000 predicted=18.915394, expected=20.000000 predicted=25.221323, expected=8.000000 predicted=24.030350, expected=32.000000 predicted=25.398181, expected=32.000000 predicted=21.145800, expected=20.000000 predicted=18.741608, expected=32.000000 predicted=24.637481, expected=28.000000 predicted=24.736539, expected=28.000000 predicted=29.146210, expected=12.000000 predicted=23.222015, expected=12.000000 predicted=21.338433, expected=32.000000 predicted=25.872076, expected=8.000000 predicted=18.209726, expected=8.000000 predicted=16.513759, expected=4.000000 predicted=11.022034, expected=20.000000 predicted=15.950921, expected=24.000000 predicted=17.074551, expected=36.000000 predicted=18.859925, expected=48.000000 predicted=25.320480, expected=48.000000 predicted=31.048600, expected=28.000000 predicted=31.911224, expected=32.000000 predicted=35.421151, expected=32.000000 predicted=36.686399, expected=76.000000 predicted=49.937324, expected=32.000000 predicted=38.090996, expected=24.000000 predicted=36.101566, expected=32.000000 predicted=36.598852, expected=8.000000 predicted=31.582012, expected=44.000000 predicted=39.916672, expected=28.000000 predicted=26.691094, expected=24.000000 predicted=27.231050, expected=24.000000 predicted=25.372332, expected=32.000000 predicted=27.691028, expected=32.000000 predicted=31.121562, expected=16.000000 predicted=24.390455, expected=12.000000 predicted=22.016085, expected=16.000000 predicted=21.680799, expected=24.000000 predicted=23.212373, expected=48.000000 predicted=28.194892, expected=84.000000 predicted=39.572093, expected=32.000000 predicted=32.018993, expected=24.000000 predicted=35.440068, expected=44.000000 predicted=42.233139, expected=28.000000 predicted=42.771283, expected=32.000000 predicted=41.655302, expected=44.000000 predicted=34.818772, expected=28.000000 predicted=32.239167, expected=20.000000 predicted=31.448123, expected=52.000000 predicted=36.835986, expected=76.000000 predicted=46.536967, expected=8.000000 predicted=31.985470, expected=28.000000 predicted=35.721540, expected=24.000000 predicted=31.868388, expected=52.000000 predicted=45.016469, expected=28.000000 predicted=34.247927, expected=44.000000 predicted=32.462030, expected=32.000000 predicted=32.778182, expected=16.000000 Test MSE: 244.047
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204])] predicted=131.445577, expected=52.000000 predicted=81.454157, expected=76.000000 predicted=109.416982, expected=128.000000 predicted=109.979446, expected=124.000000 predicted=118.762219, expected=100.000000 predicted=126.999924, expected=192.000000 predicted=129.431190, expected=200.000000 predicted=138.621342, expected=80.000000 predicted=107.430081, expected=100.000000 predicted=126.165685, expected=44.000000 predicted=81.151961, expected=84.000000 predicted=124.905446, expected=92.000000 predicted=127.586204, expected=108.000000 predicted=89.478965, expected=132.000000 predicted=112.039002, expected=100.000000 predicted=78.674013, expected=120.000000 predicted=106.596056, expected=156.000000 predicted=125.538663, expected=88.000000 predicted=98.127066, expected=96.000000 predicted=116.296341, expected=116.000000 predicted=111.194475, expected=188.000000 predicted=146.467775, expected=60.000000 predicted=101.412810, expected=80.000000 predicted=95.621027, expected=60.000000 predicted=84.498625, expected=192.000000 predicted=143.112851, expected=48.000000 predicted=101.591173, expected=156.000000 predicted=114.682722, expected=160.000000 predicted=124.299656, expected=92.000000 predicted=80.386728, expected=80.000000 predicted=134.848570, expected=100.000000 predicted=85.864837, expected=108.000000 predicted=121.225839, expected=120.000000 predicted=128.683832, expected=96.000000 predicted=95.316821, expected=100.000000 predicted=94.803784, expected=12.000000 predicted=60.543653, expected=84.000000 predicted=95.335696, expected=44.000000 predicted=73.668047, expected=72.000000 predicted=75.501417, expected=28.000000 predicted=60.260155, expected=248.000000 predicted=127.308838, expected=180.000000 predicted=121.281146, expected=68.000000 predicted=68.975099, expected=8.000000 predicted=69.173820, expected=64.000000 predicted=62.313502, expected=88.000000 predicted=137.639416, expected=220.000000 predicted=172.349024, expected=92.000000 predicted=78.522878, expected=188.000000 predicted=114.258927, expected=64.000000 predicted=81.822327, expected=40.000000 predicted=73.508679, expected=76.000000 predicted=139.562976, expected=208.000000 predicted=137.264029, expected=276.000000 predicted=204.545419, expected=28.000000 predicted=57.715663, expected=44.000000 predicted=77.752500, expected=8.000000 predicted=62.852462, expected=20.000000 predicted=92.310886, expected=124.000000 predicted=162.912784, expected=84.000000 predicted=49.795983, expected=108.000000 predicted=75.761711, expected=84.000000 predicted=59.254726, expected=92.000000 predicted=66.031340, expected=108.000000 predicted=111.419603, expected=52.000000 predicted=69.641760, expected=20.000000 predicted=65.758797, expected=32.000000 predicted=60.056079, expected=148.000000 predicted=107.981150, expected=52.000000 predicted=66.458025, expected=40.000000 predicted=50.983327, expected=128.000000 predicted=84.221300, expected=32.000000 predicted=34.561297, expected=68.000000 predicted=98.411954, expected=132.000000 predicted=93.596142, expected=64.000000 predicted=52.190548, expected=8.000000 predicted=66.899831, expected=24.000000 predicted=40.795049, expected=72.000000 predicted=64.944011, expected=48.000000 predicted=71.912700, expected=100.000000 predicted=75.997102, expected=4.000000 predicted=14.809012, expected=36.000000 predicted=37.814864, expected=52.000000 predicted=59.727593, expected=48.000000 predicted=42.506759, expected=32.000000 predicted=57.648773, expected=100.000000 predicted=55.346056, expected=136.000000 predicted=81.542006, expected=68.000000 predicted=60.007750, expected=12.000000 predicted=43.098443, expected=4.000000 predicted=32.847065, expected=28.000000 predicted=57.493223, expected=12.000000 predicted=56.043170, expected=96.000000 predicted=70.353229, expected=20.000000 predicted=16.019783, expected=36.000000 predicted=26.035677, expected=60.000000 predicted=47.937755, expected=60.000000 predicted=36.371815, expected=100.000000 predicted=87.809842, expected=88.000000 predicted=57.236864, expected=68.000000 predicted=57.452561, expected=64.000000 predicted=67.500367, expected=48.000000 predicted=57.867520, expected=112.000000 predicted=99.050208, expected=92.000000 predicted=83.414139, expected=128.000000 predicted=96.063163, expected=32.000000 predicted=55.609633, expected=120.000000 predicted=91.472334, expected=100.000000 predicted=101.347018, expected=68.000000 predicted=77.157903, expected=132.000000 predicted=125.499393, expected=136.000000 predicted=88.858152, expected=168.000000 predicted=136.829400, expected=116.000000 predicted=112.352256, expected=88.000000 predicted=92.005217, expected=116.000000 predicted=126.999542, expected=60.000000 predicted=95.952081, expected=236.000000 predicted=185.721807, expected=136.000000 predicted=119.912335, expected=140.000000 predicted=120.029206, expected=24.000000 predicted=87.555181, expected=180.000000 predicted=128.894999, expected=8.000000 predicted=108.400799, expected=128.000000 predicted=121.857276, expected=248.000000 predicted=180.911123, expected=240.000000 predicted=127.538297, expected=264.000000 predicted=215.674350, expected=180.000000 predicted=128.904801, expected=328.000000 predicted=240.987032, expected=104.000000 predicted=182.339322, expected=136.000000 predicted=192.317251, expected=252.000000 predicted=251.085604, expected=408.000000 predicted=271.971591, expected=128.000000 predicted=212.867741, expected=76.000000 predicted=130.732123, expected=200.000000 predicted=196.470344, expected=176.000000 predicted=191.088573, expected=196.000000 predicted=257.842606, expected=264.000000 predicted=200.048587, expected=200.000000 predicted=152.328204, expected=156.000000 predicted=184.677927, expected=80.000000 predicted=145.283215, expected=164.000000 predicted=179.509308, expected=156.000000 predicted=189.105641, expected=120.000000 predicted=147.142644, expected=408.000000 predicted=267.993853, expected=400.000000 predicted=234.919261, expected=132.000000 predicted=162.752655, expected=132.000000 predicted=193.836954, expected=236.000000 predicted=205.630914, expected=136.000000 predicted=233.305519, expected=156.000000 predicted=249.226952, expected=188.000000 predicted=169.274776, expected=404.000000 predicted=256.331227, expected=188.000000 predicted=199.849775, expected=92.000000 predicted=144.230853, expected=180.000000 predicted=200.905138, expected=204.000000 predicted=185.849908, expected=196.000000 predicted=256.535724, expected=280.000000 predicted=230.184497, expected=380.000000 predicted=241.705144, expected=184.000000 predicted=188.968111, expected=80.000000 predicted=172.894449, expected=216.000000 predicted=228.643201, expected=124.000000 predicted=180.046494, expected=128.000000 predicted=221.597951, expected=240.000000 predicted=209.949406, expected=272.000000 predicted=171.742680, expected=132.000000 predicted=169.358005, expected=112.000000 predicted=145.875898, expected=84.000000 predicted=124.579070, expected=128.000000 predicted=167.058204, expected=132.000000 predicted=176.513634, expected=220.000000 predicted=165.872980, expected=300.000000 predicted=199.743434, expected=160.000000 predicted=131.141088, expected=108.000000 predicted=144.515508, expected=132.000000 predicted=154.054620, expected=92.000000 predicted=144.789460, expected=100.000000 predicted=176.801801, expected=224.000000 predicted=181.818638, expected=132.000000 predicted=113.078862, expected=48.000000 predicted=98.497370, expected=76.000000 predicted=104.754051, expected=56.000000 predicted=77.172114, expected=72.000000 predicted=125.029043, expected=48.000000 predicted=82.108130, expected=140.000000 predicted=92.357223, expected=152.000000 predicted=106.304675, expected=224.000000 predicted=137.152730, expected=264.000000 predicted=172.996578, expected=204.000000 predicted=141.969721, expected=112.000000 predicted=146.351864, expected=72.000000 predicted=132.115880, expected=288.000000 predicted=244.077040, expected=300.000000 predicted=245.541600, expected=136.000000 predicted=162.927053, expected=124.000000 predicted=156.212586, expected=36.000000 predicted=84.028921, expected=76.000000 predicted=163.540636, expected=44.000000 predicted=143.928361, expected=204.000000 predicted=152.307611, expected=304.000000 predicted=194.310564, expected=248.000000 predicted=142.891273, expected=116.000000 predicted=125.337740, expected=100.000000 predicted=114.201303, expected=92.000000 predicted=150.261640, expected=64.000000 predicted=157.722439, expected=232.000000 predicted=216.924950, expected=356.000000 predicted=218.740597, expected=180.000000 predicted=136.780027, expected=68.000000 predicted=117.342939, expected=112.000000 predicted=127.808669, expected=108.000000 predicted=154.812679, expected=64.000000 predicted=174.410697, expected=156.000000 predicted=160.410589, expected=292.000000 predicted=174.429817, expected=112.000000 predicted=103.477876, expected=176.000000 predicted=162.975055, expected=112.000000 predicted=111.645386, expected=156.000000 predicted=150.534825, expected=152.000000 predicted=205.014267, expected=200.000000 predicted=154.340845, expected=324.000000 predicted=242.137834, expected=244.000000 predicted=178.920927, expected=88.000000 predicted=140.666958, expected=108.000000 predicted=160.593774, expected=212.000000 predicted=201.773162, expected=176.000000 predicted=212.534877, expected=208.000000 predicted=213.743230, expected=336.000000 predicted=223.144580, expected=200.000000 predicted=157.504449, expected=76.000000 predicted=159.556022, expected=120.000000 predicted=173.503058, expected=76.000000 predicted=132.439731, expected=44.000000 predicted=160.435406, expected=116.000000 predicted=148.304019, expected=168.000000 predicted=114.004266, expected=80.000000 predicted=90.741868, expected=136.000000 predicted=118.131336, expected=68.000000 predicted=67.241289, expected=48.000000 predicted=81.203053, expected=148.000000 predicted=152.188499, expected=72.000000 predicted=67.568106, expected=120.000000 predicted=123.185506, expected=104.000000 predicted=92.799595, expected=176.000000 predicted=113.291181, expected=88.000000 predicted=113.030575, expected=264.000000 predicted=173.728620, expected=112.000000 predicted=115.890616, expected=240.000000 predicted=176.827453, expected=196.000000 predicted=191.301033, expected=236.000000 predicted=164.781249, expected=84.000000 predicted=176.906946, expected=76.000000 predicted=111.993841, expected=204.000000 predicted=215.101600, expected=372.000000 predicted=253.966263, expected=144.000000 predicted=170.746776, expected=140.000000 predicted=147.779358, expected=224.000000 predicted=182.350725, expected=128.000000 predicted=149.171329, expected=96.000000 predicted=216.252473, expected=272.000000 predicted=214.182743, expected=248.000000 predicted=177.555693, expected=168.000000 predicted=188.572940, expected=92.000000 predicted=139.446916, expected=236.000000 predicted=181.165221, expected=56.000000 predicted=143.901427, expected=48.000000 predicted=142.792130, expected=208.000000 predicted=192.349068, expected=276.000000 predicted=159.114215, expected=152.000000 predicted=175.543738, expected=92.000000 predicted=109.076319, expected=156.000000 predicted=129.792989, expected=44.000000 predicted=111.804479, expected=148.000000 predicted=195.066721, expected=200.000000 predicted=167.642877, expected=228.000000 predicted=147.572599, expected=188.000000 predicted=175.831174, expected=72.000000 predicted=83.859184, expected=144.000000 predicted=160.894861, expected=112.000000 predicted=146.398162, expected=128.000000 predicted=159.051181, expected=124.000000 predicted=152.027760, expected=88.000000 predicted=84.681646, expected=100.000000 predicted=122.510107, expected=132.000000 predicted=120.305927, expected=136.000000 predicted=123.763791, expected=164.000000 predicted=141.109112, expected=184.000000 predicted=139.604116, expected=168.000000 predicted=137.823619, expected=216.000000 predicted=178.760566, expected=156.000000 predicted=150.289734, expected=100.000000 predicted=138.485543, expected=224.000000 predicted=208.021496, expected=80.000000 predicted=115.026303, expected=116.000000 predicted=162.113202, expected=216.000000 predicted=188.907763, expected=328.000000 predicted=196.573268, expected=116.000000 predicted=160.603889, expected=148.000000 predicted=149.357371, expected=132.000000 predicted=145.847224, expected=52.000000 predicted=118.354273, expected=72.000000 predicted=185.915904, expected=188.000000 predicted=145.962816, expected=256.000000 predicted=178.436172, expected=16.000000 predicted=73.162225, expected=192.000000 predicted=154.300602, expected=224.000000 predicted=151.590105, expected=92.000000 predicted=116.653589, expected=92.000000 predicted=185.518413, expected=244.000000 predicted=145.286308, expected=464.000000 predicted=293.845524, expected=256.000000 predicted=218.151516, expected=228.000000 predicted=205.531385, expected=136.000000 predicted=166.394976, expected=60.000000 predicted=152.251364, expected=116.000000 predicted=264.238870, expected=276.000000 predicted=238.605224, expected=336.000000 predicted=248.764304, expected=96.000000 predicted=121.227328, expected=116.000000 predicted=137.333558, expected=168.000000 predicted=161.293936, expected=60.000000 predicted=136.760162, expected=144.000000 predicted=223.714724, expected=196.000000 predicted=145.877172, expected=188.000000 predicted=139.054354, expected=76.000000 predicted=127.695500, expected=80.000000 predicted=95.171453, expected=124.000000 predicted=134.428836, expected=136.000000 predicted=143.958351, expected=84.000000 predicted=125.305505, expected=220.000000 predicted=155.537087, expected=204.000000 predicted=137.570164, expected=120.000000 predicted=121.411159, expected=144.000000 predicted=160.698604, expected=220.000000 predicted=158.588904, expected=32.000000 predicted=110.835464, expected=92.000000 predicted=157.023058, expected=296.000000 predicted=207.665948, expected=136.000000 predicted=108.115072, expected=124.000000 predicted=179.323433, expected=88.000000 predicted=96.240836, expected=164.000000 predicted=125.272144, expected=56.000000 predicted=153.292951, expected=124.000000 predicted=130.936310, expected=140.000000 predicted=131.643777, expected=280.000000 predicted=170.832336, expected=84.000000 predicted=118.485015, expected=116.000000 predicted=112.632592, expected=176.000000 predicted=165.572767, expected=88.000000 predicted=96.298658, expected=124.000000 predicted=193.131005, expected=276.000000 predicted=182.997561, expected=212.000000 predicted=146.644329, expected=164.000000 predicted=176.158153, expected=56.000000 predicted=105.413631, expected=140.000000 predicted=143.138378, expected=120.000000 predicted=175.407408, expected=152.000000 predicted=161.909876, expected=276.000000 predicted=214.795144, expected=292.000000 predicted=169.749724, expected=120.000000 predicted=139.031035, expected=116.000000 predicted=154.983424, expected=80.000000 predicted=129.256235, expected=56.000000 predicted=144.179339, expected=68.000000 predicted=162.146674, expected=196.000000 predicted=146.690330, expected=528.000000 predicted=298.265350, expected=228.000000 predicted=137.144496, expected=140.000000 predicted=151.447306, expected=220.000000 predicted=207.466445, expected=60.000000 predicted=110.924387, expected=172.000000 predicted=318.368223, expected=228.000000 predicted=216.464751, expected=260.000000 predicted=181.601470, expected=252.000000 predicted=235.456819, expected=100.000000 predicted=105.836808, expected=288.000000 predicted=246.935855, expected=36.000000 predicted=124.785189, expected=108.000000 predicted=181.409217, expected=236.000000 predicted=239.043474, expected=252.000000 predicted=149.912918, expected=236.000000 predicted=247.822334, expected=80.000000 predicted=91.797055, expected=168.000000 predicted=163.509354, expected=108.000000 predicted=162.738049, expected=152.000000 predicted=182.041093, expected=156.000000 predicted=186.089086, expected=328.000000 predicted=199.531720, expected=172.000000 predicted=162.541094, expected=112.000000 predicted=133.524242, expected=120.000000 predicted=162.625815, expected=112.000000 predicted=128.011543, expected=88.000000 predicted=183.131485, expected=152.000000 predicted=155.648628, expected=552.000000 predicted=313.552322, expected=8.000000 predicted=53.279027, expected=296.000000 predicted=242.895789, expected=120.000000 predicted=151.395529, expected=124.000000 predicted=119.251620, expected=140.000000 predicted=325.437088, expected=196.000000 predicted=105.110689, expected=324.000000 predicted=277.643831, expected=144.000000 predicted=138.007054, expected=144.000000 predicted=159.526873, expected=88.000000 predicted=138.816000, expected=56.000000 predicted=122.421584, expected=148.000000 predicted=208.988626, expected=80.000000 predicted=100.954571, expected=256.000000 predicted=183.581604, expected=144.000000 predicted=118.228766, expected=108.000000 predicted=97.900727, expected=136.000000 predicted=155.955902, expected=40.000000 predicted=70.208791, expected=100.000000 predicted=161.902635, expected=136.000000 predicted=130.163235, expected=212.000000 predicted=143.925075, expected=176.000000 predicted=149.784541, expected=104.000000 predicted=93.350865, expected=124.000000 predicted=129.739304, expected=156.000000 predicted=145.463643, expected=64.000000 predicted=127.556697, expected=220.000000 predicted=188.061368, expected=212.000000 predicted=152.235086, expected=64.000000 predicted=99.437346, expected=92.000000 predicted=141.992334, expected=48.000000 predicted=72.036000, expected=84.000000 Test MSE: 6631.876
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001])] predicted=26.862171, expected=12.000000 predicted=24.535859, expected=44.000000 predicted=29.666920, expected=36.000000 predicted=28.501105, expected=36.000000 predicted=27.630729, expected=44.000000 predicted=31.814758, expected=24.000000 predicted=31.158916, expected=16.000000 predicted=32.475206, expected=12.000000 predicted=27.143797, expected=24.000000 predicted=25.291187, expected=32.000000 predicted=25.761944, expected=48.000000 predicted=27.538724, expected=32.000000 predicted=27.669552, expected=40.000000 predicted=32.159430, expected=12.000000 predicted=29.934003, expected=32.000000 predicted=32.365562, expected=28.000000 predicted=31.992666, expected=48.000000 predicted=32.410145, expected=40.000000 predicted=34.529317, expected=36.000000 predicted=32.402400, expected=36.000000 predicted=37.222866, expected=8.000000 predicted=30.163240, expected=20.000000 predicted=30.951177, expected=16.000000 predicted=25.215523, expected=68.000000 predicted=33.054534, expected=36.000000 predicted=31.127764, expected=60.000000 predicted=36.272491, expected=52.000000 predicted=43.870961, expected=12.000000 predicted=36.575531, expected=4.000000 predicted=37.630912, expected=32.000000 predicted=32.265910, expected=16.000000 predicted=27.485990, expected=48.000000 predicted=30.159570, expected=48.000000 predicted=28.752503, expected=36.000000 predicted=29.776554, expected=12.000000 predicted=31.254028, expected=20.000000 predicted=28.414525, expected=60.000000 predicted=39.378108, expected=20.000000 predicted=31.043948, expected=32.000000 predicted=31.169615, expected=16.000000 predicted=26.160086, expected=32.000000 predicted=28.570873, expected=4.000000 predicted=26.741284, expected=32.000000 predicted=22.969359, expected=44.000000 predicted=28.714523, expected=20.000000 predicted=22.930149, expected=44.000000 predicted=31.914685, expected=40.000000 predicted=30.583057, expected=44.000000 predicted=37.072604, expected=32.000000 predicted=37.920642, expected=44.000000 predicted=37.222028, expected=24.000000 predicted=36.979739, expected=4.000000 predicted=28.843517, expected=44.000000 predicted=33.923602, expected=72.000000 predicted=38.672033, expected=68.000000 predicted=44.507993, expected=36.000000 predicted=41.516544, expected=16.000000 predicted=37.203438, expected=60.000000 predicted=50.423893, expected=28.000000 predicted=44.516771, expected=72.000000 predicted=49.527499, expected=40.000000 predicted=42.672647, expected=36.000000 predicted=39.625013, expected=40.000000 predicted=47.430267, expected=44.000000 predicted=41.858215, expected=64.000000 predicted=51.442374, expected=36.000000 predicted=42.511393, expected=84.000000 predicted=53.339836, expected=56.000000 predicted=54.089232, expected=36.000000 predicted=50.899840, expected=20.000000 predicted=48.854349, expected=48.000000 predicted=45.817754, expected=36.000000 predicted=46.508589, expected=4.000000 predicted=30.921579, expected=52.000000 predicted=35.581573, expected=80.000000 predicted=42.194462, expected=68.000000 predicted=48.585623, expected=12.000000 predicted=40.341403, expected=64.000000 predicted=48.663762, expected=16.000000 predicted=45.213900, expected=44.000000 predicted=46.618694, expected=60.000000 predicted=48.046300, expected=52.000000 predicted=39.287536, expected=40.000000 predicted=47.212232, expected=76.000000 predicted=49.876176, expected=28.000000 predicted=47.262632, expected=24.000000 predicted=45.282258, expected=28.000000 predicted=41.948709, expected=32.000000 predicted=35.726484, expected=72.000000 predicted=47.349803, expected=24.000000 predicted=33.223522, expected=16.000000 predicted=31.282321, expected=20.000000 predicted=32.222759, expected=32.000000 predicted=31.098975, expected=20.000000 predicted=31.086864, expected=32.000000 predicted=24.881142, expected=80.000000 predicted=37.183125, expected=32.000000 predicted=34.028305, expected=32.000000 predicted=38.003397, expected=32.000000 predicted=38.325597, expected=56.000000 predicted=42.997775, expected=68.000000 predicted=52.674464, expected=56.000000 predicted=46.090326, expected=32.000000 predicted=44.914245, expected=36.000000 predicted=45.819532, expected=40.000000 predicted=47.431531, expected=36.000000 predicted=44.122305, expected=48.000000 predicted=42.761959, expected=20.000000 predicted=33.771120, expected=52.000000 predicted=39.895384, expected=44.000000 predicted=40.543353, expected=28.000000 predicted=36.094588, expected=24.000000 predicted=36.595841, expected=44.000000 predicted=35.390688, expected=24.000000 predicted=34.891570, expected=36.000000 predicted=34.021910, expected=28.000000 predicted=30.879976, expected=20.000000 predicted=27.648143, expected=16.000000 predicted=28.074507, expected=100.000000 predicted=42.137728, expected=24.000000 predicted=34.855418, expected=20.000000 predicted=33.486266, expected=68.000000 predicted=45.677909, expected=28.000000 predicted=36.954517, expected=56.000000 predicted=52.647163, expected=64.000000 predicted=45.052622, expected=48.000000 predicted=44.799570, expected=16.000000 predicted=46.442457, expected=24.000000 predicted=38.317746, expected=48.000000 predicted=43.297242, expected=60.000000 predicted=44.410662, expected=72.000000 predicted=47.103164, expected=24.000000 predicted=38.268423, expected=28.000000 predicted=41.594033, expected=32.000000 predicted=43.851100, expected=24.000000 predicted=38.446794, expected=24.000000 predicted=35.374966, expected=28.000000 predicted=26.754734, expected=48.000000 predicted=31.735264, expected=44.000000 predicted=33.808411, expected=36.000000 predicted=33.705597, expected=12.000000 predicted=30.475693, expected=36.000000 predicted=34.247268, expected=52.000000 predicted=39.286490, expected=24.000000 predicted=32.534591, expected=64.000000 predicted=40.551812, expected=32.000000 predicted=34.829212, expected=32.000000 predicted=38.796091, expected=16.000000 predicted=36.928443, expected=44.000000 predicted=34.922413, expected=32.000000 predicted=37.369730, expected=44.000000 predicted=33.750540, expected=84.000000 predicted=45.688224, expected=32.000000 predicted=38.725097, expected=8.000000 predicted=39.103310, expected=20.000000 predicted=36.735509, expected=40.000000 predicted=37.321903, expected=68.000000 predicted=45.804184, expected=16.000000 predicted=28.757237, expected=60.000000 predicted=37.065579, expected=52.000000 predicted=42.539457, expected=20.000000 predicted=39.329761, expected=16.000000 predicted=40.093263, expected=28.000000 predicted=31.004586, expected=8.000000 predicted=29.285937, expected=40.000000 predicted=29.994645, expected=32.000000 predicted=24.221882, expected=24.000000 predicted=23.546095, expected=28.000000 predicted=27.770807, expected=8.000000 predicted=20.904731, expected=44.000000 predicted=31.324091, expected=16.000000 predicted=24.419437, expected=64.000000 predicted=32.784487, expected=24.000000 predicted=30.212805, expected=32.000000 predicted=29.752831, expected=4.000000 predicted=30.569057, expected=20.000000 predicted=24.930064, expected=32.000000 predicted=31.631339, expected=44.000000 predicted=26.403982, expected=68.000000 predicted=36.269888, expected=44.000000 predicted=34.108899, expected=20.000000 predicted=35.733203, expected=36.000000 predicted=40.808671, expected=44.000000 predicted=42.405979, expected=40.000000 predicted=42.635952, expected=12.000000 predicted=31.808162, expected=36.000000 predicted=31.722773, expected=56.000000 predicted=38.695731, expected=28.000000 predicted=34.566681, expected=20.000000 predicted=32.174505, expected=12.000000 predicted=26.034172, expected=40.000000 predicted=32.589329, expected=20.000000 predicted=29.352786, expected=48.000000 predicted=29.490226, expected=32.000000 predicted=28.806565, expected=36.000000 predicted=30.157180, expected=40.000000 predicted=37.264032, expected=16.000000 predicted=29.558192, expected=12.000000 predicted=30.416209, expected=16.000000 predicted=25.264007, expected=28.000000 predicted=25.015728, expected=80.000000 predicted=36.335681, expected=24.000000 predicted=27.105264, expected=36.000000 predicted=32.228304, expected=24.000000 predicted=34.208549, expected=24.000000 predicted=33.622807, expected=28.000000 predicted=38.146730, expected=36.000000 predicted=28.743139, expected=32.000000 predicted=30.311162, expected=36.000000 predicted=30.185996, expected=4.000000 predicted=24.664483, expected=16.000000 predicted=25.008924, expected=8.000000 predicted=21.833927, expected=44.000000 predicted=24.981350, expected=36.000000 predicted=25.478436, expected=64.000000 predicted=29.786313, expected=44.000000 predicted=35.394304, expected=36.000000 predicted=36.357554, expected=12.000000 predicted=37.971032, expected=16.000000 predicted=32.984772, expected=32.000000 predicted=35.788662, expected=28.000000 predicted=28.325694, expected=60.000000 predicted=33.676155, expected=48.000000 predicted=32.821968, expected=20.000000 predicted=31.171760, expected=12.000000 predicted=32.119896, expected=28.000000 predicted=32.131919, expected=20.000000 predicted=31.609151, expected=28.000000 predicted=27.395171, expected=20.000000 predicted=21.350494, expected=36.000000 predicted=24.176750, expected=56.000000 predicted=33.601637, expected=24.000000 predicted=28.792213, expected=44.000000 predicted=35.488840, expected=24.000000 predicted=32.627778, expected=44.000000 predicted=37.862947, expected=52.000000 predicted=43.108027, expected=44.000000 predicted=37.643796, expected=36.000000 predicted=40.737450, expected=4.000000 predicted=30.742125, expected=56.000000 predicted=41.495969, expected=36.000000 predicted=38.508373, expected=24.000000 predicted=32.182994, expected=52.000000 predicted=37.420434, expected=12.000000 predicted=26.970451, expected=32.000000 predicted=36.187467, expected=44.000000 predicted=35.008000, expected=32.000000 predicted=31.283492, expected=24.000000 predicted=33.268771, expected=12.000000 predicted=24.220744, expected=68.000000 predicted=38.124054, expected=44.000000 predicted=37.737519, expected=44.000000 predicted=37.008656, expected=36.000000 predicted=37.943177, expected=12.000000 predicted=32.376604, expected=24.000000 predicted=38.867210, expected=44.000000 predicted=35.609509, expected=8.000000 predicted=26.542615, expected=32.000000 predicted=27.332976, expected=36.000000 predicted=26.373068, expected=40.000000 predicted=30.406865, expected=20.000000 predicted=30.061955, expected=44.000000 predicted=30.122184, expected=44.000000 predicted=36.495490, expected=60.000000 predicted=41.622055, expected=24.000000 predicted=37.562817, expected=48.000000 predicted=39.713391, expected=16.000000 predicted=38.022514, expected=32.000000 predicted=36.807898, expected=56.000000 predicted=42.533422, expected=44.000000 predicted=35.768312, expected=20.000000 predicted=35.327751, expected=20.000000 predicted=30.081230, expected=12.000000 predicted=29.270269, expected=24.000000 predicted=30.294386, expected=32.000000 predicted=27.028246, expected=32.000000 predicted=23.541886, expected=76.000000 predicted=35.858042, expected=8.000000 predicted=27.227255, expected=8.000000 predicted=27.768921, expected=12.000000 predicted=28.134158, expected=44.000000 predicted=30.730437, expected=32.000000 predicted=32.712677, expected=40.000000 predicted=23.981796, expected=40.000000 predicted=29.295171, expected=8.000000 predicted=26.025056, expected=24.000000 predicted=31.882038, expected=36.000000 predicted=30.980224, expected=16.000000 predicted=26.502400, expected=32.000000 predicted=27.600008, expected=40.000000 predicted=26.231717, expected=24.000000 predicted=27.426030, expected=12.000000 predicted=26.150113, expected=24.000000 predicted=24.409922, expected=16.000000 predicted=24.240511, expected=16.000000 predicted=22.439906, expected=20.000000 predicted=19.317426, expected=44.000000 predicted=23.147550, expected=24.000000 predicted=23.657238, expected=20.000000 predicted=22.404564, expected=40.000000 predicted=28.237378, expected=12.000000 predicted=24.500225, expected=16.000000 predicted=26.307035, expected=16.000000 predicted=21.503116, expected=16.000000 predicted=19.246531, expected=24.000000 predicted=22.276537, expected=28.000000 predicted=18.921043, expected=40.000000 predicted=24.180743, expected=76.000000 predicted=36.120384, expected=24.000000 predicted=31.976763, expected=16.000000 predicted=32.407832, expected=16.000000 predicted=32.416966, expected=28.000000 predicted=32.910139, expected=136.000000 predicted=59.228198, expected=20.000000 predicted=35.510911, expected=52.000000 predicted=42.521387, expected=8.000000 predicted=40.890879, expected=24.000000 predicted=42.296001, expected=20.000000 predicted=48.717533, expected=48.000000 predicted=29.395152, expected=44.000000 predicted=34.858718, expected=36.000000 predicted=28.400392, expected=16.000000 predicted=29.557782, expected=16.000000 predicted=28.369297, expected=52.000000 predicted=38.083325, expected=60.000000 predicted=39.590567, expected=60.000000 predicted=40.544748, expected=96.000000 predicted=51.451601, expected=72.000000 predicted=57.450628, expected=32.000000 predicted=58.017548, expected=48.000000 predicted=60.570902, expected=36.000000 predicted=56.305583, expected=12.000000 predicted=49.031086, expected=40.000000 predicted=42.560195, expected=108.000000 predicted=51.298392, expected=40.000000 predicted=46.001567, expected=20.000000 predicted=39.351621, expected=24.000000 predicted=38.125682, expected=36.000000 predicted=43.731268, expected=64.000000 predicted=54.966884, expected=48.000000 predicted=39.197926, expected=28.000000 predicted=33.964016, expected=20.000000 predicted=34.439700, expected=20.000000 predicted=34.983972, expected=28.000000 predicted=36.646444, expected=72.000000 predicted=40.602612, expected=52.000000 predicted=36.883173, expected=56.000000 predicted=40.160839, expected=48.000000 predicted=44.232603, expected=64.000000 predicted=52.388290, expected=44.000000 predicted=56.226028, expected=44.000000 predicted=50.505297, expected=16.000000 predicted=43.604858, expected=28.000000 predicted=40.184922, expected=36.000000 predicted=41.019711, expected=44.000000 predicted=36.731829, expected=48.000000 predicted=37.691673, expected=24.000000 predicted=30.127331, expected=16.000000 predicted=30.542751, expected=24.000000 predicted=32.040249, expected=36.000000 predicted=33.640279, expected=24.000000 predicted=29.552016, expected=28.000000 predicted=25.258869, expected=40.000000 predicted=28.430558, expected=52.000000 predicted=34.941943, expected=20.000000 predicted=31.777962, expected=24.000000 predicted=29.856003, expected=20.000000 predicted=29.944369, expected=36.000000 predicted=33.113739, expected=16.000000 predicted=28.683405, expected=32.000000 predicted=24.798339, expected=64.000000 predicted=35.022606, expected=12.000000 predicted=26.720711, expected=16.000000 predicted=28.174564, expected=28.000000 predicted=28.001183, expected=52.000000 predicted=35.625675, expected=24.000000 predicted=33.840918, expected=48.000000 predicted=30.019783, expected=72.000000 predicted=41.821727, expected=16.000000 predicted=35.752936, expected=4.000000 predicted=34.098520, expected=48.000000 predicted=37.113967, expected=44.000000 predicted=39.660744, expected=28.000000 predicted=36.758969, expected=52.000000 predicted=33.125717, expected=32.000000 predicted=31.671539, expected=28.000000 predicted=38.088050, expected=16.000000 predicted=32.964891, expected=32.000000 predicted=31.273467, expected=28.000000 predicted=32.817824, expected=20.000000 predicted=25.526348, expected=28.000000 predicted=26.062199, expected=32.000000 predicted=25.783939, expected=20.000000 predicted=26.143200, expected=76.000000 predicted=38.011379, expected=32.000000 predicted=32.647934, expected=12.000000 predicted=30.026507, expected=44.000000 predicted=37.817832, expected=28.000000 predicted=33.011780, expected=40.000000 predicted=41.675719, expected=24.000000 predicted=29.752012, expected=32.000000 predicted=28.580895, expected=40.000000 predicted=36.244521, expected=12.000000 predicted=27.116918, expected=8.000000 predicted=25.550033, expected=24.000000 predicted=24.059689, expected=32.000000 predicted=25.818315, expected=52.000000 predicted=31.059774, expected=44.000000 predicted=28.386141, expected=32.000000 predicted=29.625692, expected=32.000000 predicted=34.891404, expected=24.000000 predicted=34.615677, expected=44.000000 predicted=39.954470, expected=24.000000 predicted=33.140928, expected=40.000000 predicted=33.226138, expected=28.000000 predicted=31.776888, expected=40.000000 predicted=33.034429, expected=28.000000 predicted=34.328290, expected=68.000000 predicted=39.799597, expected=44.000000 predicted=41.280163, expected=16.000000 Test MSE: 388.574
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276])] predicted=54.201875, expected=64.000000 predicted=55.581172, expected=24.000000 predicted=38.511130, expected=48.000000 predicted=42.683935, expected=4.000000 predicted=37.240754, expected=24.000000 predicted=35.330988, expected=40.000000 predicted=41.869391, expected=56.000000 predicted=33.325098, expected=32.000000 predicted=35.199628, expected=68.000000 predicted=36.972139, expected=8.000000 predicted=29.269253, expected=16.000000 predicted=34.729812, expected=32.000000 predicted=41.040732, expected=24.000000 predicted=27.739657, expected=116.000000 predicted=61.487487, expected=20.000000 predicted=24.134460, expected=48.000000 predicted=38.965435, expected=28.000000 predicted=42.206042, expected=20.000000 predicted=34.749404, expected=120.000000 predicted=80.790011, expected=40.000000 predicted=36.571247, expected=52.000000 predicted=50.443461, expected=16.000000 predicted=39.818783, expected=44.000000 predicted=44.414669, expected=40.000000 predicted=62.766854, expected=56.000000 predicted=42.805108, expected=24.000000 predicted=38.050428, expected=8.000000 predicted=25.445214, expected=8.000000 predicted=30.757341, expected=92.000000 predicted=48.014546, expected=84.000000 predicted=50.252822, expected=80.000000 predicted=46.413543, expected=12.000000 predicted=33.875217, expected=32.000000 predicted=43.335565, expected=8.000000 predicted=54.285777, expected=40.000000 predicted=50.690403, expected=36.000000 predicted=42.998659, expected=36.000000 predicted=24.831255, expected=108.000000 predicted=51.926090, expected=4.000000 predicted=24.843357, expected=28.000000 predicted=40.171071, expected=8.000000 predicted=34.802903, expected=52.000000 predicted=41.596477, expected=120.000000 predicted=72.893215, expected=24.000000 predicted=26.349591, expected=48.000000 predicted=43.102049, expected=12.000000 predicted=35.128834, expected=4.000000 predicted=41.274451, expected=8.000000 predicted=47.780124, expected=28.000000 predicted=23.334871, expected=8.000000 predicted=20.833861, expected=40.000000 predicted=19.151336, expected=4.000000 predicted=10.894131, expected=16.000000 predicted=15.587954, expected=16.000000 predicted=20.341217, expected=16.000000 predicted=15.179418, expected=20.000000 predicted=22.251939, expected=16.000000 predicted=12.794926, expected=4.000000 predicted=13.076788, expected=64.000000 predicted=28.401341, expected=28.000000 predicted=22.256505, expected=24.000000 predicted=23.371667, expected=12.000000 predicted=21.617429, expected=16.000000 predicted=21.012833, expected=32.000000 predicted=36.224734, expected=8.000000 predicted=18.981675, expected=36.000000 predicted=23.984566, expected=24.000000 predicted=19.886359, expected=16.000000 predicted=19.639890, expected=8.000000 predicted=20.769007, expected=20.000000 predicted=17.847504, expected=32.000000 predicted=26.487892, expected=32.000000 predicted=23.071374, expected=8.000000 predicted=16.109990, expected=4.000000 predicted=14.106082, expected=28.000000 predicted=22.863755, expected=36.000000 predicted=26.644000, expected=20.000000 predicted=21.588403, expected=28.000000 predicted=19.202466, expected=12.000000 predicted=17.133763, expected=8.000000 predicted=21.325825, expected=40.000000 predicted=29.188163, expected=8.000000 predicted=17.086403, expected=16.000000 predicted=19.485751, expected=40.000000 predicted=22.549280, expected=40.000000 predicted=24.108750, expected=4.000000 predicted=22.782405, expected=4.000000 predicted=15.206587, expected=44.000000 predicted=27.811600, expected=36.000000 predicted=30.610377, expected=16.000000 predicted=23.843002, expected=8.000000 predicted=14.668501, expected=24.000000 predicted=20.617601, expected=12.000000 predicted=25.276099, expected=20.000000 predicted=22.056479, expected=12.000000 predicted=14.772965, expected=16.000000 predicted=14.269892, expected=56.000000 predicted=28.507726, expected=64.000000 predicted=30.742787, expected=68.000000 predicted=38.357969, expected=68.000000 predicted=43.388563, expected=44.000000 predicted=44.824875, expected=64.000000 predicted=61.278493, expected=72.000000 predicted=65.338285, expected=40.000000 predicted=57.111733, expected=64.000000 predicted=61.519512, expected=64.000000 predicted=57.137287, expected=60.000000 predicted=60.804202, expected=32.000000 predicted=54.140362, expected=100.000000 predicted=64.195085, expected=44.000000 predicted=57.723508, expected=40.000000 predicted=54.860117, expected=44.000000 predicted=54.452441, expected=52.000000 predicted=49.780043, expected=60.000000 predicted=64.180951, expected=80.000000 predicted=55.299424, expected=76.000000 predicted=57.135778, expected=24.000000 predicted=48.082236, expected=8.000000 predicted=45.355506, expected=8.000000 predicted=43.062946, expected=40.000000 predicted=48.208113, expected=116.000000 predicted=61.527797, expected=44.000000 predicted=33.525481, expected=4.000000 predicted=24.504659, expected=16.000000 predicted=32.543733, expected=52.000000 predicted=48.986130, expected=12.000000 predicted=48.134619, expected=36.000000 predicted=31.107319, expected=64.000000 predicted=31.649730, expected=36.000000 predicted=31.003607, expected=24.000000 predicted=36.991361, expected=56.000000 predicted=37.663106, expected=56.000000 predicted=45.308163, expected=16.000000 predicted=40.316020, expected=40.000000 predicted=39.038425, expected=100.000000 predicted=53.698619, expected=32.000000 predicted=45.124878, expected=20.000000 predicted=41.929913, expected=16.000000 predicted=33.013738, expected=16.000000 predicted=36.326508, expected=68.000000 predicted=56.949878, expected=64.000000 predicted=37.613087, expected=28.000000 predicted=28.893954, expected=24.000000 predicted=31.249551, expected=24.000000 predicted=33.526062, expected=44.000000 predicted=47.943353, expected=56.000000 predicted=46.054332, expected=36.000000 predicted=32.527511, expected=16.000000 predicted=28.683227, expected=20.000000 predicted=30.782541, expected=8.000000 predicted=30.186764, expected=32.000000 predicted=34.375905, expected=28.000000 predicted=25.744214, expected=72.000000 predicted=33.083121, expected=32.000000 predicted=27.563871, expected=12.000000 predicted=23.088402, expected=16.000000 predicted=31.431817, expected=36.000000 predicted=34.152589, expected=44.000000 predicted=42.632210, expected=44.000000 predicted=31.526933, expected=44.000000 predicted=29.932577, expected=36.000000 predicted=32.683695, expected=124.000000 predicted=63.181799, expected=24.000000 predicted=43.170065, expected=44.000000 predicted=49.744145, expected=60.000000 predicted=56.611033, expected=24.000000 predicted=45.388599, expected=60.000000 predicted=68.941986, expected=12.000000 predicted=31.024934, expected=20.000000 predicted=36.473945, expected=4.000000 predicted=32.168317, expected=28.000000 predicted=26.520060, expected=48.000000 predicted=36.548795, expected=20.000000 predicted=18.275455, expected=16.000000 predicted=20.642521, expected=40.000000 predicted=25.570120, expected=76.000000 predicted=42.242480, expected=72.000000 predicted=47.313731, expected=24.000000 predicted=32.640238, expected=12.000000 predicted=32.955919, expected=4.000000 predicted=36.171597, expected=16.000000 predicted=40.442355, expected=4.000000 predicted=27.495383, expected=28.000000 predicted=18.384227, expected=60.000000 predicted=24.874472, expected=16.000000 predicted=15.199454, expected=8.000000 predicted=18.266062, expected=24.000000 predicted=21.996023, expected=56.000000 predicted=36.112538, expected=48.000000 predicted=39.389924, expected=32.000000 predicted=26.633372, expected=4.000000 predicted=21.477449, expected=4.000000 predicted=25.737494, expected=40.000000 predicted=38.384401, expected=60.000000 predicted=37.943415, expected=12.000000 predicted=21.239429, expected=24.000000 predicted=20.719781, expected=48.000000 predicted=31.104460, expected=8.000000 predicted=28.933917, expected=24.000000 predicted=33.761566, expected=108.000000 predicted=45.326079, expected=16.000000 predicted=28.201868, expected=24.000000 predicted=37.089771, expected=72.000000 predicted=43.207506, expected=16.000000 predicted=35.257247, expected=8.000000 predicted=47.475317, expected=44.000000 predicted=31.813493, expected=12.000000 predicted=25.527039, expected=12.000000 predicted=32.703091, expected=16.000000 predicted=17.969720, expected=100.000000 predicted=39.235100, expected=20.000000 predicted=29.093903, expected=24.000000 predicted=26.127823, expected=36.000000 predicted=32.899115, expected=16.000000 predicted=29.839303, expected=8.000000 predicted=41.767379, expected=8.000000 predicted=18.238884, expected=40.000000 predicted=25.970376, expected=16.000000 predicted=21.042043, expected=24.000000 predicted=18.657147, expected=104.000000 predicted=40.386973, expected=4.000000 predicted=19.966302, expected=20.000000 predicted=34.542293, expected=24.000000 predicted=30.162136, expected=28.000000 predicted=32.447677, expected=52.000000 predicted=51.219942, expected=24.000000 predicted=19.988641, expected=24.000000 predicted=26.650864, expected=16.000000 predicted=26.200464, expected=16.000000 predicted=26.255222, expected=8.000000 predicted=26.105830, expected=76.000000 predicted=34.858561, expected=44.000000 predicted=28.523632, expected=36.000000 predicted=28.909860, expected=40.000000 predicted=34.019510, expected=24.000000 predicted=31.612905, expected=28.000000 predicted=45.997610, expected=12.000000 predicted=30.436031, expected=40.000000 predicted=33.523940, expected=44.000000 predicted=34.018744, expected=92.000000 predicted=44.326974, expected=20.000000 predicted=31.245702, expected=28.000000 predicted=34.089100, expected=24.000000 predicted=40.361989, expected=28.000000 predicted=39.837152, expected=36.000000 predicted=46.757366, expected=20.000000 predicted=23.531390, expected=4.000000 predicted=21.372066, expected=4.000000 predicted=19.006044, expected=12.000000 predicted=19.350118, expected=20.000000 predicted=19.915519, expected=32.000000 predicted=17.897451, expected=24.000000 predicted=14.006907, expected=4.000000 predicted=11.646829, expected=60.000000 predicted=29.508802, expected=8.000000 predicted=19.683616, expected=28.000000 predicted=27.634369, expected=40.000000 predicted=28.830300, expected=8.000000 predicted=18.314102, expected=52.000000 predicted=40.666015, expected=60.000000 predicted=31.729120, expected=16.000000 predicted=28.649952, expected=16.000000 predicted=31.587704, expected=44.000000 predicted=32.011565, expected=60.000000 predicted=45.707244, expected=24.000000 predicted=36.551465, expected=84.000000 predicted=43.493093, expected=40.000000 predicted=37.457350, expected=12.000000 predicted=39.495681, expected=40.000000 predicted=47.643477, expected=60.000000 predicted=43.449651, expected=28.000000 predicted=46.848776, expected=4.000000 predicted=28.250785, expected=12.000000 predicted=23.675044, expected=12.000000 predicted=27.577612, expected=20.000000 predicted=28.701824, expected=36.000000 predicted=22.281567, expected=52.000000 predicted=22.825094, expected=16.000000 predicted=19.425827, expected=16.000000 predicted=22.318899, expected=20.000000 predicted=25.729913, expected=8.000000 predicted=24.564482, expected=60.000000 predicted=37.890503, expected=68.000000 predicted=32.199582, expected=48.000000 predicted=32.426810, expected=24.000000 predicted=32.165873, expected=60.000000 predicted=42.711157, expected=16.000000 predicted=43.491268, expected=4.000000 predicted=38.101316, expected=40.000000 predicted=37.770967, expected=24.000000 predicted=26.273113, expected=4.000000 predicted=27.013416, expected=28.000000 predicted=21.027492, expected=8.000000 predicted=13.902417, expected=4.000000 predicted=19.944701, expected=36.000000 predicted=21.911067, expected=24.000000 predicted=14.951930, expected=8.000000 predicted=17.456594, expected=16.000000 predicted=15.210593, expected=28.000000 predicted=18.470635, expected=12.000000 predicted=21.290565, expected=12.000000 predicted=17.294982, expected=36.000000 predicted=19.905986, expected=84.000000 predicted=36.093371, expected=116.000000 predicted=52.340062, expected=40.000000 predicted=37.670937, expected=24.000000 predicted=42.075547, expected=12.000000 predicted=46.149289, expected=52.000000 predicted=62.428952, expected=32.000000 predicted=54.737370, expected=60.000000 predicted=40.592731, expected=24.000000 predicted=29.305655, expected=20.000000 predicted=28.386597, expected=4.000000 predicted=32.107391, expected=4.000000 predicted=23.713889, expected=32.000000 predicted=32.340910, expected=40.000000 predicted=23.340208, expected=36.000000 predicted=22.756141, expected=12.000000 predicted=15.974272, expected=8.000000 predicted=17.671213, expected=12.000000 predicted=24.261538, expected=8.000000 predicted=21.480812, expected=72.000000 predicted=34.575892, expected=52.000000 predicted=25.632914, expected=8.000000 predicted=18.458437, expected=12.000000 predicted=23.748012, expected=12.000000 predicted=23.521908, expected=4.000000 predicted=31.695066, expected=8.000000 predicted=21.278879, expected=68.000000 predicted=25.127967, expected=72.000000 predicted=30.485130, expected=40.000000 predicted=28.180713, expected=52.000000 predicted=36.295193, expected=28.000000 predicted=35.950724, expected=52.000000 predicted=56.215462, expected=68.000000 predicted=57.955081, expected=20.000000 predicted=37.486004, expected=20.000000 predicted=39.935866, expected=32.000000 predicted=36.058682, expected=36.000000 predicted=40.555181, expected=4.000000 predicted=31.531801, expected=16.000000 predicted=21.325430, expected=4.000000 predicted=17.010129, expected=48.000000 predicted=29.753825, expected=32.000000 predicted=25.091115, expected=4.000000 predicted=12.227927, expected=108.000000 predicted=45.384257, expected=8.000000 predicted=20.918447, expected=24.000000 predicted=38.283365, expected=12.000000 predicted=29.417517, expected=8.000000 predicted=22.244242, expected=76.000000 predicted=57.215959, expected=16.000000 predicted=17.263473, expected=20.000000 predicted=24.828375, expected=56.000000 predicted=32.445306, expected=12.000000 predicted=24.178900, expected=12.000000 predicted=36.671097, expected=52.000000 predicted=30.557256, expected=12.000000 predicted=22.907138, expected=36.000000 predicted=35.635440, expected=12.000000 predicted=18.466765, expected=32.000000 predicted=25.921134, expected=8.000000 predicted=26.319971, expected=12.000000 predicted=17.476212, expected=84.000000 predicted=40.093116, expected=20.000000 predicted=21.146301, expected=28.000000 predicted=30.605418, expected=44.000000 predicted=30.380638, expected=12.000000 predicted=27.326473, expected=8.000000 predicted=37.982986, expected=24.000000 predicted=23.338498, expected=20.000000 predicted=23.376752, expected=8.000000 predicted=21.249489, expected=12.000000 predicted=13.564822, expected=12.000000 predicted=13.006699, expected=20.000000 predicted=18.058457, expected=12.000000 predicted=14.093265, expected=4.000000 predicted=9.646118, expected=28.000000 predicted=16.709079, expected=24.000000 predicted=16.353262, expected=4.000000 predicted=13.769901, expected=36.000000 predicted=20.212332, expected=20.000000 predicted=16.183429, expected=36.000000 predicted=27.080806, expected=8.000000 predicted=18.571961, expected=8.000000 predicted=15.769444, expected=12.000000 predicted=21.908583, expected=48.000000 Test MSE: 666.018
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257])] predicted=27.520526, expected=4.000000 predicted=23.568952, expected=4.000000 predicted=12.563103, expected=8.000000 predicted=14.148980, expected=56.000000 predicted=22.420930, expected=44.000000 predicted=29.146049, expected=76.000000 predicted=35.910082, expected=36.000000 predicted=42.090420, expected=8.000000 predicted=33.730246, expected=16.000000 predicted=36.900316, expected=16.000000 predicted=29.800363, expected=4.000000 predicted=22.688126, expected=12.000000 predicted=14.441790, expected=8.000000 predicted=10.679016, expected=12.000000 predicted=10.622933, expected=8.000000 predicted=10.279012, expected=8.000000 predicted=8.233832, expected=20.000000 predicted=12.152448, expected=4.000000 predicted=10.038820, expected=8.000000 predicted=8.975507, expected=16.000000 predicted=11.614512, expected=52.000000 predicted=20.927431, expected=16.000000 predicted=21.675825, expected=20.000000 predicted=18.373444, expected=8.000000 predicted=20.466629, expected=28.000000 predicted=21.383310, expected=8.000000 predicted=21.755429, expected=4.000000 predicted=11.533036, expected=16.000000 predicted=14.470756, expected=4.000000 predicted=10.382618, expected=20.000000 predicted=12.886532, expected=20.000000 predicted=14.118107, expected=12.000000 predicted=12.406420, expected=24.000000 predicted=16.953673, expected=16.000000 predicted=16.793770, expected=8.000000 predicted=15.179859, expected=48.000000 predicted=23.515446, expected=8.000000 predicted=20.558706, expected=16.000000 predicted=17.536346, expected=4.000000 predicted=17.306114, expected=40.000000 predicted=19.756298, expected=8.000000 predicted=21.818782, expected=8.000000 predicted=11.602888, expected=8.000000 predicted=14.791660, expected=4.000000 predicted=9.845871, expected=12.000000 predicted=12.448904, expected=8.000000 predicted=8.384144, expected=12.000000 predicted=8.572836, expected=8.000000 predicted=9.165613, expected=44.000000 predicted=16.750490, expected=20.000000 predicted=20.102522, expected=24.000000 predicted=18.826883, expected=4.000000 predicted=19.344903, expected=24.000000 predicted=18.696031, expected=20.000000 predicted=23.245288, expected=12.000000 predicted=15.894171, expected=4.000000 predicted=14.066831, expected=36.000000 predicted=17.539129, expected=8.000000 predicted=17.986293, expected=4.000000 predicted=11.432017, expected=16.000000 predicted=14.550557, expected=44.000000 predicted=19.990845, expected=12.000000 predicted=20.733194, expected=4.000000 predicted=13.157964, expected=24.000000 predicted=18.857264, expected=16.000000 predicted=18.326521, expected=12.000000 predicted=16.980941, expected=8.000000 predicted=13.139745, expected=16.000000 predicted=12.967750, expected=16.000000 predicted=15.323260, expected=32.000000 predicted=17.706710, expected=16.000000 predicted=18.093066, expected=4.000000 predicted=13.918995, expected=4.000000 predicted=13.854343, expected=32.000000 predicted=17.417608, expected=24.000000 predicted=19.616970, expected=28.000000 predicted=18.634263, expected=12.000000 predicted=18.913856, expected=4.000000 predicted=15.263791, expected=8.000000 predicted=16.614064, expected=12.000000 predicted=13.536248, expected=4.000000 predicted=10.220045, expected=16.000000 predicted=9.583298, expected=16.000000 predicted=11.346910, expected=16.000000 predicted=12.021900, expected=8.000000 predicted=12.323425, expected=16.000000 predicted=12.608794, expected=24.000000 predicted=16.984348, expected=16.000000 predicted=16.049463, expected=4.000000 predicted=13.231847, expected=12.000000 predicted=13.027268, expected=36.000000 predicted=19.342107, expected=20.000000 predicted=19.309830, expected=12.000000 predicted=16.073307, expected=12.000000 predicted=16.739158, expected=8.000000 predicted=15.117623, expected=4.000000 predicted=13.366820, expected=4.000000 predicted=9.034674, expected=20.000000 predicted=10.472206, expected=36.000000 predicted=16.447585, expected=16.000000 predicted=15.804386, expected=80.000000 predicted=31.578264, expected=12.000000 predicted=31.884767, expected=32.000000 predicted=28.552371, expected=8.000000 predicted=33.116375, expected=8.000000 predicted=19.812500, expected=12.000000 predicted=24.089628, expected=16.000000 predicted=13.702732, expected=4.000000 predicted=12.526293, expected=16.000000 predicted=10.612688, expected=8.000000 predicted=11.278309, expected=4.000000 predicted=8.435513, expected=16.000000 predicted=11.225354, expected=8.000000 predicted=9.548279, expected=4.000000 predicted=8.204945, expected=24.000000 predicted=12.003475, expected=16.000000 predicted=13.213214, expected=16.000000 predicted=13.734015, expected=32.000000 predicted=19.039652, expected=20.000000 predicted=19.634207, expected=4.000000 predicted=16.954658, expected=28.000000 predicted=19.707436, expected=20.000000 predicted=20.569810, expected=16.000000 predicted=18.555546, expected=8.000000 predicted=16.295436, expected=12.000000 predicted=13.525524, expected=16.000000 predicted=16.259467, expected=16.000000 predicted=14.530344, expected=12.000000 predicted=13.480654, expected=8.000000 predicted=11.698365, expected=16.000000 predicted=13.197176, expected=16.000000 predicted=14.297485, expected=8.000000 predicted=12.140685, expected=28.000000 predicted=15.697720, expected=20.000000 predicted=17.565424, expected=16.000000 predicted=16.680136, expected=20.000000 predicted=18.950113, expected=68.000000 predicted=29.991039, expected=8.000000 predicted=28.226445, expected=24.000000 predicted=23.521912, expected=12.000000 predicted=26.688493, expected=16.000000 predicted=19.947391, expected=12.000000 predicted=22.867168, expected=20.000000 predicted=14.843263, expected=16.000000 predicted=17.182380, expected=36.000000 predicted=19.750357, expected=28.000000 predicted=23.679962, expected=4.000000 predicted=17.950851, expected=64.000000 predicted=30.194473, expected=16.000000 predicted=29.657973, expected=16.000000 predicted=23.528492, expected=8.000000 predicted=24.213331, expected=20.000000 predicted=17.941653, expected=12.000000 predicted=21.854792, expected=4.000000 predicted=11.243099, expected=8.000000 predicted=11.008028, expected=20.000000 predicted=12.131057, expected=4.000000 predicted=10.980612, expected=16.000000 predicted=10.511838, expected=12.000000 predicted=12.002389, expected=12.000000 predicted=11.063049, expected=8.000000 predicted=12.214334, expected=12.000000 predicted=10.331406, expected=12.000000 predicted=12.039980, expected=16.000000 predicted=12.091476, expected=4.000000 predicted=10.674370, expected=16.000000 predicted=11.007674, expected=8.000000 predicted=11.785905, expected=8.000000 predicted=9.429370, expected=8.000000 predicted=10.276848, expected=8.000000 predicted=8.142909, expected=24.000000 predicted=12.703420, expected=8.000000 predicted=11.564183, expected=8.000000 predicted=9.893275, expected=12.000000 predicted=12.032834, expected=4.000000 predicted=9.451188, expected=28.000000 predicted=14.271595, expected=12.000000 predicted=13.682089, expected=4.000000 predicted=9.978971, expected=20.000000 predicted=14.354969, expected=24.000000 predicted=15.921868, expected=8.000000 predicted=15.375085, expected=24.000000 predicted=16.081939, expected=4.000000 predicted=14.391939, expected=48.000000 predicted=21.087602, expected=24.000000 predicted=25.486031, expected=12.000000 predicted=18.148724, expected=8.000000 predicted=20.576115, expected=20.000000 predicted=17.673472, expected=16.000000 predicted=20.295531, expected=48.000000 predicted=22.764195, expected=36.000000 predicted=27.099112, expected=12.000000 predicted=22.614734, expected=20.000000 predicted=25.258800, expected=8.000000 predicted=21.675090, expected=16.000000 predicted=20.493967, expected=12.000000 predicted=17.382258, expected=8.000000 predicted=11.554824, expected=28.000000 predicted=16.193302, expected=16.000000 predicted=15.806444, expected=8.000000 predicted=13.679808, expected=8.000000 predicted=13.365619, expected=28.000000 predicted=15.990001, expected=12.000000 predicted=16.947527, expected=20.000000 predicted=15.083751, expected=36.000000 predicted=21.307287, expected=16.000000 predicted=20.178050, expected=12.000000 predicted=19.641563, expected=8.000000 predicted=17.003974, expected=40.000000 predicted=21.646779, expected=12.000000 predicted=21.516141, expected=16.000000 predicted=16.046879, expected=20.000000 predicted=19.790044, expected=20.000000 predicted=18.175161, expected=4.000000 predicted=17.728471, expected=4.000000 predicted=11.356880, expected=8.000000 predicted=11.245030, expected=20.000000 predicted=12.221518, expected=12.000000 predicted=12.021186, expected=8.000000 predicted=9.350046, expected=8.000000 predicted=10.268095, expected=20.000000 predicted=12.606355, expected=4.000000 predicted=11.786437, expected=16.000000 predicted=10.892762, expected=8.000000 predicted=11.634585, expected=8.000000 predicted=9.288815, expected=28.000000 predicted=15.319064, expected=8.000000 predicted=12.598919, expected=48.000000 predicted=20.375184, expected=8.000000 predicted=20.954067, expected=24.000000 predicted=18.308519, expected=28.000000 predicted=26.631142, expected=8.000000 predicted=18.542735, expected=28.000000 predicted=23.394585, expected=32.000000 predicted=23.233891, expected=40.000000 predicted=27.121354, expected=8.000000 predicted=24.816351, expected=8.000000 predicted=18.685498, expected=4.000000 predicted=18.587824, expected=16.000000 predicted=15.443029, expected=32.000000 predicted=19.015660, expected=32.000000 predicted=18.829281, expected=12.000000 predicted=18.182792, expected=24.000000 predicted=20.190367, expected=16.000000 predicted=22.081055, expected=48.000000 predicted=27.136757, expected=12.000000 predicted=25.700546, expected=24.000000 predicted=20.901505, expected=16.000000 predicted=24.737455, expected=16.000000 predicted=19.561439, expected=28.000000 predicted=24.194929, expected=16.000000 predicted=19.011782, expected=4.000000 predicted=15.896647, expected=44.000000 predicted=21.688071, expected=8.000000 predicted=20.449841, expected=24.000000 predicted=18.613084, expected=12.000000 predicted=20.138617, expected=8.000000 predicted=14.179219, expected=4.000000 predicted=15.736081, expected=20.000000 predicted=12.127243, expected=4.000000 predicted=12.037739, expected=4.000000 predicted=7.426700, expected=8.000000 predicted=8.465975, expected=4.000000 predicted=6.568271, expected=20.000000 predicted=10.105137, expected=20.000000 predicted=11.775773, expected=4.000000 predicted=9.918834, expected=16.000000 predicted=12.095100, expected=12.000000 predicted=13.187652, expected=20.000000 predicted=14.621330, expected=32.000000 predicted=19.103089, expected=4.000000 predicted=15.066060, expected=28.000000 predicted=18.073669, expected=16.000000 predicted=20.210727, expected=8.000000 predicted=15.797186, expected=12.000000 predicted=16.549368, expected=8.000000 predicted=12.044150, expected=16.000000 predicted=13.837241, expected=36.000000 predicted=17.626212, expected=4.000000 predicted=14.886029, expected=4.000000 predicted=11.720255, expected=16.000000 predicted=14.484650, expected=20.000000 predicted=15.307549, expected=12.000000 predicted=15.245869, expected=8.000000 predicted=10.850827, expected=4.000000 predicted=10.230174, expected=12.000000 predicted=11.151043, expected=8.000000 predicted=10.509658, expected=4.000000 predicted=7.396519, expected=40.000000 predicted=14.138198, expected=16.000000 predicted=16.220917, expected=4.000000 predicted=12.665672, expected=20.000000 predicted=16.268986, expected=8.000000 predicted=14.671867, expected=8.000000 predicted=14.175916, expected=12.000000 predicted=11.780993, expected=24.000000 predicted=12.984235, expected=4.000000 predicted=12.906706, expected=8.000000 predicted=9.843307, expected=8.000000 predicted=10.952990, expected=12.000000 predicted=10.377861, expected=16.000000 predicted=12.387787, expected=24.000000 predicted=13.042513, expected=12.000000 predicted=14.125321, expected=8.000000 predicted=12.813489, expected=8.000000 predicted=12.967033, expected=8.000000 predicted=11.642504, expected=12.000000 Test MSE: 177.325
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412])] predicted=112.433433, expected=100.000000 predicted=109.147490, expected=68.000000 predicted=99.927089, expected=100.000000 predicted=98.941018, expected=100.000000 predicted=98.309059, expected=92.000000 predicted=95.790858, expected=496.000000 predicted=223.275667, expected=156.000000 predicted=163.770100, expected=112.000000 predicted=179.443102, expected=112.000000 predicted=175.876490, expected=176.000000 predicted=172.823198, expected=160.000000 predicted=194.998074, expected=160.000000 predicted=149.789230, expected=88.000000 predicted=128.506519, expected=140.000000 predicted=139.378191, expected=112.000000 predicted=132.593661, expected=200.000000 predicted=151.393368, expected=148.000000 predicted=143.188408, expected=84.000000 predicted=121.435744, expected=136.000000 predicted=139.801789, expected=72.000000 predicted=112.125284, expected=132.000000 predicted=128.316628, expected=120.000000 predicted=116.222085, expected=64.000000 predicted=93.350665, expected=156.000000 predicted=122.943803, expected=188.000000 predicted=130.610457, expected=124.000000 predicted=128.455714, expected=104.000000 predicted=126.767090, expected=116.000000 predicted=123.813655, expected=76.000000 predicted=115.380948, expected=120.000000 predicted=121.031067, expected=124.000000 predicted=111.961533, expected=188.000000 predicted=131.907886, expected=88.000000 predicted=114.092936, expected=132.000000 predicted=125.121259, expected=168.000000 predicted=142.003823, expected=76.000000 predicted=116.606915, expected=96.000000 predicted=123.235492, expected=232.000000 predicted=147.984882, expected=188.000000 predicted=149.923598, expected=160.000000 predicted=158.482117, expected=116.000000 predicted=143.986480, expected=196.000000 predicted=168.165550, expected=76.000000 predicted=144.095087, expected=88.000000 predicted=130.258397, expected=148.000000 predicted=134.572035, expected=152.000000 predicted=127.141253, expected=96.000000 predicted=122.762334, expected=84.000000 predicted=106.369789, expected=184.000000 predicted=134.439156, expected=60.000000 predicted=105.918284, expected=52.000000 predicted=99.129470, expected=184.000000 predicted=124.376758, expected=132.000000 predicted=109.772080, expected=100.000000 predicted=119.224295, expected=88.000000 predicted=105.304952, expected=132.000000 predicted=114.164193, expected=88.000000 predicted=112.645317, expected=116.000000 predicted=111.553544, expected=160.000000 predicted=122.150913, expected=64.000000 predicted=97.747111, expected=116.000000 predicted=117.290482, expected=88.000000 predicted=101.022690, expected=156.000000 predicted=120.081566, expected=108.000000 predicted=114.775359, expected=156.000000 predicted=121.892671, expected=84.000000 predicted=113.590557, expected=172.000000 predicted=133.960656, expected=108.000000 predicted=126.529386, expected=144.000000 predicted=129.941653, expected=180.000000 predicted=149.601626, expected=120.000000 predicted=128.750897, expected=208.000000 predicted=167.301612, expected=176.000000 predicted=158.021420, expected=204.000000 predicted=176.551001, expected=112.000000 predicted=161.069535, expected=68.000000 predicted=135.008404, expected=228.000000 predicted=176.270269, expected=112.000000 predicted=136.217915, expected=168.000000 predicted=154.654405, expected=140.000000 predicted=142.125333, expected=172.000000 predicted=147.969939, expected=148.000000 predicted=160.610344, expected=120.000000 predicted=139.378594, expected=128.000000 predicted=144.335201, expected=80.000000 predicted=121.292976, expected=216.000000 predicted=154.438970, expected=112.000000 predicted=128.044825, expected=164.000000 predicted=142.548612, expected=96.000000 predicted=130.518618, expected=80.000000 predicted=115.209216, expected=120.000000 predicted=130.114603, expected=156.000000 predicted=122.723257, expected=124.000000 predicted=122.723626, expected=144.000000 predicted=126.281551, expected=72.000000 predicted=109.899230, expected=100.000000 predicted=116.025256, expected=132.000000 predicted=121.849724, expected=180.000000 predicted=130.546789, expected=88.000000 predicted=115.486958, expected=84.000000 predicted=108.608570, expected=140.000000 predicted=124.001039, expected=196.000000 predicted=140.790498, expected=164.000000 predicted=144.861651, expected=100.000000 predicted=127.734811, expected=140.000000 predicted=140.715840, expected=88.000000 predicted=127.531375, expected=124.000000 predicted=131.993685, expected=100.000000 predicted=116.436288, expected=100.000000 predicted=105.849695, expected=156.000000 predicted=124.540754, expected=124.000000 predicted=114.754610, expected=132.000000 predicted=125.093048, expected=552.000000 predicted=251.169169, expected=192.000000 predicted=200.328887, expected=244.000000 predicted=249.165188, expected=212.000000 predicted=249.125505, expected=156.000000 predicted=223.577765, expected=116.000000 predicted=230.745159, expected=184.000000 predicted=180.703012, expected=104.000000 predicted=155.441980, expected=112.000000 predicted=142.322972, expected=160.000000 predicted=142.341804, expected=144.000000 predicted=133.849266, expected=164.000000 predicted=149.689576, expected=208.000000 predicted=159.356245, expected=200.000000 predicted=169.889085, expected=140.000000 predicted=167.353249, expected=140.000000 predicted=163.739051, expected=188.000000 predicted=172.946884, expected=196.000000 predicted=178.382012, expected=148.000000 predicted=167.214693, expected=220.000000 predicted=181.995178, expected=200.000000 predicted=183.239566, expected=156.000000 predicted=180.455486, expected=208.000000 predicted=194.094130, expected=212.000000 predicted=191.071435, expected=256.000000 predicted=215.741397, expected=200.000000 predicted=207.331963, expected=120.000000 predicted=182.644772, expected=236.000000 predicted=210.486909, expected=136.000000 predicted=178.926400, expected=116.000000 predicted=168.542335, expected=164.000000 predicted=164.326809, expected=236.000000 predicted=172.197135, expected=192.000000 predicted=182.484593, expected=132.000000 predicted=163.024125, expected=152.000000 predicted=165.556895, expected=108.000000 predicted=150.882111, expected=140.000000 predicted=154.787980, expected=220.000000 predicted=166.404495, expected=180.000000 predicted=157.611565, expected=144.000000 predicted=159.685422, expected=188.000000 predicted=169.528002, expected=100.000000 predicted=148.793459, expected=128.000000 predicted=155.478899, expected=100.000000 predicted=132.748621, expected=188.000000 predicted=145.073781, expected=164.000000 predicted=148.011075, expected=132.000000 predicted=136.243904, expected=72.000000 predicted=124.971177, expected=192.000000 predicted=146.579961, expected=124.000000 predicted=138.229266, expected=152.000000 predicted=142.543178, expected=200.000000 predicted=157.064079, expected=216.000000 predicted=164.619301, expected=116.000000 predicted=162.220009, expected=196.000000 predicted=174.583691, expected=132.000000 predicted=159.921659, expected=64.000000 predicted=138.350071, expected=148.000000 predicted=148.504578, expected=84.000000 predicted=110.825795, expected=108.000000 predicted=120.204720, expected=116.000000 predicted=111.703964, expected=84.000000 predicted=95.058948, expected=92.000000 predicted=105.076620, expected=68.000000 predicted=87.082402, expected=164.000000 predicted=112.707393, expected=152.000000 predicted=117.907473, expected=124.000000 predicted=117.588841, expected=128.000000 predicted=126.463467, expected=96.000000 predicted=115.585267, expected=128.000000 predicted=130.240730, expected=60.000000 predicted=105.285122, expected=84.000000 predicted=99.873488, expected=152.000000 predicted=113.607239, expected=104.000000 predicted=101.083186, expected=164.000000 predicted=126.629036, expected=68.000000 predicted=100.681276, expected=64.000000 predicted=99.189158, expected=72.000000 predicted=98.456399, expected=72.000000 predicted=82.694022, expected=112.000000 predicted=95.429695, expected=92.000000 predicted=81.840861, expected=84.000000 predicted=83.990148, expected=100.000000 predicted=91.155173, expected=196.000000 predicted=120.871099, expected=120.000000 predicted=117.751091, expected=140.000000 predicted=128.923835, expected=160.000000 predicted=138.740678, expected=200.000000 predicted=156.522278, expected=140.000000 predicted=158.335040, expected=100.000000 predicted=139.018040, expected=152.000000 predicted=148.746328, expected=84.000000 predicted=126.137839, expected=100.000000 predicted=124.950026, expected=124.000000 predicted=117.599316, expected=116.000000 predicted=110.082027, expected=132.000000 predicted=121.888196, expected=120.000000 predicted=114.384019, expected=176.000000 predicted=135.381719, expected=64.000000 predicted=113.370004, expected=96.000000 predicted=115.406769, expected=100.000000 predicted=110.635602, expected=140.000000 predicted=114.991926, expected=116.000000 predicted=117.340400, expected=100.000000 predicted=103.651922, expected=160.000000 predicted=125.811401, expected=68.000000 predicted=104.973973, expected=80.000000 predicted=107.387241, expected=104.000000 predicted=103.714322, expected=144.000000 predicted=110.122462, expected=136.000000 predicted=120.024264, expected=84.000000 predicted=102.268009, expected=124.000000 predicted=115.249557, expected=76.000000 predicted=103.306000, expected=92.000000 predicted=105.474713, expected=88.000000 predicted=98.147878, expected=124.000000 predicted=99.845358, expected=520.000000 predicted=226.067215, expected=56.000000 predicted=147.093169, expected=36.000000 predicted=155.915750, expected=24.000000 predicted=129.304538, expected=44.000000 predicted=104.504337, expected=92.000000 predicted=126.134796, expected=96.000000 predicted=63.309569, expected=72.000000 predicted=63.922412, expected=76.000000 predicted=69.888296, expected=184.000000 predicted=106.399890, expected=80.000000 predicted=95.752736, expected=84.000000 predicted=99.872838, expected=280.000000 predicted=151.719383, expected=56.000000 predicted=111.936740, expected=84.000000 predicted=129.992135, expected=100.000000 predicted=111.060933, expected=76.000000 predicted=100.561873, expected=60.000000 predicted=104.734654, expected=84.000000 predicted=77.108672, expected=52.000000 predicted=70.699373, expected=32.000000 predicted=62.421916, expected=36.000000 predicted=53.198364, expected=100.000000 predicted=64.012534, expected=60.000000 predicted=59.471084, expected=160.000000 predicted=87.990304, expected=144.000000 predicted=96.936156, expected=136.000000 predicted=112.119038, expected=120.000000 predicted=123.065729, expected=136.000000 predicted=126.061234, expected=52.000000 predicted=113.087781, expected=132.000000 predicted=121.731952, expected=156.000000 predicted=124.200951, expected=80.000000 predicted=107.486275, expected=96.000000 predicted=111.077380, expected=44.000000 predicted=83.574822, expected=88.000000 predicted=95.323255, expected=88.000000 predicted=90.095906, expected=56.000000 predicted=71.903942, expected=168.000000 predicted=102.806916, expected=84.000000 predicted=85.616567, expected=88.000000 predicted=97.251367, expected=68.000000 predicted=89.239603, expected=104.000000 predicted=92.510099, expected=60.000000 predicted=89.721869, expected=76.000000 predicted=79.779771, expected=100.000000 predicted=84.578434, expected=132.000000 predicted=94.599480, expected=92.000000 predicted=95.072894, expected=108.000000 predicted=98.378991, expected=80.000000 predicted=94.722482, expected=72.000000 predicted=92.476973, expected=72.000000 predicted=89.151412, expected=92.000000 predicted=85.202032, expected=108.000000 predicted=91.006730, expected=84.000000 predicted=85.051477, expected=72.000000 predicted=82.751287, expected=72.000000 predicted=81.023576, expected=48.000000 predicted=73.135498, expected=68.000000 predicted=73.677048, expected=112.000000 predicted=80.050669, expected=32.000000 predicted=61.760176, expected=52.000000 predicted=64.508720, expected=92.000000 predicted=69.021366, expected=96.000000 predicted=75.583607, expected=112.000000 predicted=89.165546, expected=80.000000 predicted=78.856153, expected=96.000000 predicted=89.488685, expected=100.000000 predicted=95.677706, expected=72.000000 predicted=88.806743, expected=52.000000 predicted=81.148003, expected=72.000000 predicted=76.478189, expected=80.000000 predicted=76.772600, expected=48.000000 predicted=67.199532, expected=72.000000 predicted=67.695476, expected=120.000000 predicted=79.317360, expected=72.000000 predicted=75.874968, expected=52.000000 predicted=73.410165, expected=68.000000 predicted=71.015726, expected=40.000000 predicted=63.189902, expected=92.000000 predicted=76.450900, expected=124.000000 predicted=81.020003, expected=96.000000 predicted=81.643146, expected=136.000000 predicted=101.937133, expected=64.000000 predicted=87.426214, expected=120.000000 predicted=107.679579, expected=64.000000 predicted=93.988618, expected=44.000000 predicted=80.242572, expected=112.000000 predicted=93.084614, expected=140.000000 predicted=94.454789, expected=76.000000 predicted=92.067102, expected=80.000000 predicted=88.503138, expected=68.000000 predicted=81.954939, expected=44.000000 predicted=78.052189, expected=72.000000 predicted=78.684468, expected=76.000000 predicted=68.614075, expected=80.000000 predicted=71.417393, expected=72.000000 predicted=70.070937, expected=104.000000 predicted=78.754538, expected=84.000000 predicted=81.198816, expected=100.000000 predicted=88.686264, expected=116.000000 predicted=96.183110, expected=104.000000 predicted=97.186742, expected=108.000000 predicted=104.505411, expected=504.000000 predicted=218.243543, expected=48.000000 predicted=148.782418, expected=96.000000 predicted=171.530280, expected=72.000000 predicted=143.010346, expected=52.000000 predicted=119.415914, expected=60.000000 predicted=134.829212, expected=132.000000 predicted=81.617956, expected=100.000000 predicted=87.207984, expected=96.000000 predicted=89.688223, expected=100.000000 predicted=91.978207, expected=112.000000 predicted=99.280177, expected=112.000000 predicted=109.381573, expected=124.000000 predicted=110.000714, expected=140.000000 predicted=117.659689, expected=80.000000 predicted=107.287061, expected=64.000000 predicted=100.410311, expected=180.000000 predicted=122.952312, expected=96.000000 predicted=108.911739, expected=80.000000 predicted=107.581280, expected=132.000000 predicted=109.256992, expected=120.000000 predicted=108.056939, expected=116.000000 predicted=122.487645, expected=68.000000 predicted=98.677107, expected=152.000000 predicted=115.271093, expected=88.000000 predicted=107.487707, expected=84.000000 predicted=103.403201, expected=156.000000 predicted=117.235310, expected=248.000000 predicted=144.539616, expected=104.000000 predicted=137.397787, expected=148.000000 predicted=145.266293, expected=156.000000 predicted=146.731100, expected=128.000000 predicted=148.331631, expected=136.000000 predicted=154.797174, expected=116.000000 predicted=127.779383, expected=144.000000 predicted=137.900756, expected=116.000000 predicted=130.172677, expected=96.000000 predicted=119.279980, expected=136.000000 predicted=125.541080, expected=36.000000 predicted=95.640212, expected=108.000000 predicted=107.209053, expected=112.000000 predicted=99.581438, expected=84.000000 predicted=92.546927, expected=108.000000 predicted=102.344092, expected=80.000000 predicted=84.898139, expected=96.000000 predicted=97.438518, expected=72.000000 predicted=89.164291, expected=72.000000 predicted=82.704758, expected=116.000000 predicted=93.619388, expected=88.000000 predicted=86.187144, expected=80.000000 predicted=88.164935, expected=40.000000 predicted=73.143125, expected=8.000000 predicted=57.384143, expected=64.000000 predicted=63.807417, expected=52.000000 predicted=52.007085, expected=112.000000 predicted=67.565752, expected=84.000000 predicted=64.688295, expected=48.000000 predicted=60.581026, expected=84.000000 predicted=76.005060, expected=68.000000 predicted=70.470874, expected=116.000000 predicted=89.648535, expected=52.000000 predicted=73.008543, expected=64.000000 predicted=71.593666, expected=92.000000 predicted=79.932385, expected=44.000000 predicted=66.503928, expected=72.000000 predicted=75.003798, expected=80.000000 predicted=67.583762, expected=72.000000 predicted=69.802815, expected=92.000000 predicted=78.977734, expected=132.000000 predicted=87.979323, expected=116.000000 predicted=97.200324, expected=100.000000 predicted=101.009124, expected=96.000000 predicted=100.881678, expected=92.000000 predicted=101.170758, expected=80.000000 predicted=98.918590, expected=84.000000 predicted=92.871318, expected=112.000000 predicted=95.562681, expected=84.000000 predicted=89.971770, expected=92.000000 predicted=91.976597, expected=92.000000 predicted=90.364978, expected=68.000000 predicted=84.786236, expected=68.000000 predicted=83.900056, expected=64.000000 predicted=74.798875, expected=60.000000 predicted=71.045572, expected=116.000000 predicted=82.832038, expected=60.000000 predicted=70.508391, expected=52.000000 predicted=69.478635, expected=40.000000 predicted=61.293689, expected=76.000000 predicted=65.365564, expected=48.000000 predicted=62.635962, expected=56.000000 predicted=56.208428, expected=88.000000 predicted=63.580757, expected=116.000000 predicted=75.426995, expected=88.000000 predicted=81.568105, expected=40.000000 predicted=70.158319, expected=84.000000 predicted=78.531880, expected=72.000000 predicted=76.691656, expected=72.000000 predicted=77.959011, expected=72.000000 predicted=72.640770, expected=68.000000 predicted=66.848880, expected=76.000000 predicted=74.104790, expected=60.000000 Test MSE: 3441.242
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005])] predicted=175.764452, expected=164.000000 predicted=104.114996, expected=140.000000 predicted=107.519500, expected=84.000000 predicted=89.948206, expected=76.000000 predicted=126.896115, expected=88.000000 predicted=133.023397, expected=100.000000 predicted=126.040608, expected=108.000000 predicted=123.515652, expected=244.000000 predicted=197.925372, expected=148.000000 predicted=83.148414, expected=40.000000 predicted=58.964350, expected=112.000000 predicted=131.942875, expected=104.000000 predicted=80.343581, expected=92.000000 predicted=159.494357, expected=208.000000 predicted=209.597512, expected=248.000000 predicted=145.826944, expected=116.000000 predicted=91.093010, expected=60.000000 predicted=91.438194, expected=80.000000 predicted=85.024740, expected=72.000000 predicted=117.206862, expected=140.000000 predicted=203.524697, expected=196.000000 predicted=164.634969, expected=260.000000 predicted=178.844950, expected=128.000000 predicted=81.115537, expected=84.000000 predicted=88.556727, expected=48.000000 predicted=80.094200, expected=144.000000 predicted=177.174125, expected=180.000000 predicted=211.204697, expected=212.000000 predicted=180.884897, expected=236.000000 predicted=176.388429, expected=60.000000 predicted=19.114775, expected=32.000000 predicted=97.217672, expected=72.000000 predicted=119.996359, expected=52.000000 predicted=103.721985, expected=84.000000 predicted=165.681212, expected=204.000000 predicted=159.205261, expected=392.000000 predicted=252.716673, expected=228.000000 predicted=115.772419, expected=124.000000 predicted=105.506075, expected=60.000000 predicted=65.138438, expected=92.000000 predicted=134.035076, expected=36.000000 predicted=176.931647, expected=116.000000 predicted=188.200330, expected=192.000000 predicted=167.093936, expected=108.000000 predicted=62.529986, expected=104.000000 predicted=116.556579, expected=68.000000 predicted=42.882564, expected=60.000000 predicted=79.487983, expected=96.000000 predicted=145.982210, expected=156.000000 predicted=138.962659, expected=296.000000 predicted=232.545588, expected=180.000000 predicted=98.187251, expected=40.000000 predicted=44.404287, expected=80.000000 predicted=107.390424, expected=56.000000 predicted=72.442887, expected=72.000000 predicted=175.894393, expected=208.000000 predicted=223.622368, expected=204.000000 predicted=113.057215, expected=152.000000 predicted=119.492965, expected=80.000000 predicted=66.558083, expected=40.000000 predicted=46.098811, expected=80.000000 predicted=141.509874, expected=124.000000 predicted=158.614135, expected=132.000000 predicted=139.546105, expected=284.000000 predicted=225.808920, expected=152.000000 predicted=61.654684, expected=56.000000 predicted=70.214674, expected=72.000000 predicted=107.062338, expected=68.000000 predicted=76.437340, expected=116.000000 predicted=200.249247, expected=160.000000 predicted=162.200866, expected=212.000000 predicted=148.764075, expected=164.000000 predicted=112.743711, expected=60.000000 predicted=52.200706, expected=72.000000 predicted=102.531000, expected=72.000000 predicted=99.126904, expected=120.000000 predicted=166.572736, expected=196.000000 predicted=193.861104, expected=312.000000 predicted=214.946724, expected=304.000000 predicted=193.056117, expected=52.000000 predicted=22.567335, expected=44.000000 predicted=105.437927, expected=56.000000 predicted=101.906037, expected=136.000000 predicted=215.767328, expected=204.000000 predicted=260.766953, expected=184.000000 predicted=118.795222, expected=156.000000 predicted=109.561357, expected=104.000000 predicted=74.652928, expected=72.000000 predicted=94.757814, expected=88.000000 predicted=141.729169, expected=116.000000 predicted=145.690318, expected=192.000000 predicted=187.543638, expected=264.000000 predicted=200.787566, expected=216.000000 predicted=139.748708, expected=164.000000 predicted=131.785166, expected=84.000000 predicted=86.273548, expected=96.000000 predicted=141.472676, expected=96.000000 predicted=163.409055, expected=164.000000 predicted=197.943279, expected=200.000000 predicted=185.912917, expected=104.000000 predicted=76.134945, expected=72.000000 predicted=91.435949, expected=44.000000 predicted=58.437678, expected=32.000000 predicted=83.376284, expected=108.000000 predicted=163.643230, expected=244.000000 predicted=197.334845, expected=252.000000 predicted=162.935197, expected=144.000000 predicted=89.288698, expected=68.000000 predicted=52.579259, expected=64.000000 predicted=80.018622, expected=112.000000 predicted=170.167840, expected=96.000000 predicted=156.379548, expected=140.000000 predicted=156.049353, expected=188.000000 predicted=139.526959, expected=112.000000 predicted=70.732285, expected=88.000000 predicted=106.910490, expected=96.000000 predicted=95.669744, expected=112.000000 predicted=119.538814, expected=104.000000 predicted=139.260530, expected=100.000000 predicted=106.725855, expected=188.000000 predicted=159.757028, expected=136.000000 predicted=97.145432, expected=84.000000 predicted=96.765312, expected=108.000000 predicted=116.677417, expected=92.000000 predicted=81.040871, expected=88.000000 predicted=133.481826, expected=180.000000 predicted=179.218658, expected=220.000000 predicted=154.671468, expected=148.000000 predicted=117.402786, expected=96.000000 predicted=98.119006, expected=80.000000 predicted=80.088142, expected=112.000000 predicted=141.836792, expected=124.000000 predicted=163.926047, expected=184.000000 predicted=180.113598, expected=344.000000 predicted=259.521292, expected=192.000000 predicted=98.656363, expected=72.000000 predicted=94.741687, expected=68.000000 predicted=100.876160, expected=88.000000 predicted=115.381706, expected=52.000000 predicted=171.975192, expected=168.000000 predicted=208.792830, expected=220.000000 predicted=149.584855, expected=160.000000 predicted=105.893091, expected=68.000000 predicted=74.827712, expected=72.000000 predicted=67.972313, expected=60.000000 predicted=94.862233, expected=84.000000 predicted=147.801357, expected=216.000000 predicted=215.359016, expected=216.000000 predicted=135.807391, expected=216.000000 predicted=160.453888, expected=52.000000 predicted=29.073765, expected=64.000000 predicted=87.447576, expected=84.000000 predicted=135.389872, expected=68.000000 predicted=121.376023, expected=172.000000 predicted=219.540480, expected=268.000000 predicted=177.520265, expected=160.000000 predicted=90.508718, expected=84.000000 predicted=91.385124, expected=52.000000 predicted=54.925553, expected=48.000000 predicted=92.749320, expected=60.000000 predicted=153.308522, expected=212.000000 predicted=216.558008, expected=212.000000 predicted=139.598343, expected=160.000000 predicted=110.763933, expected=40.000000 predicted=32.105319, expected=64.000000 predicted=70.356716, expected=72.000000 predicted=123.662588, expected=72.000000 predicted=130.727841, expected=140.000000 predicted=166.859777, expected=264.000000 predicted=178.958543, expected=160.000000 predicted=87.192855, expected=60.000000 predicted=67.054867, expected=24.000000 predicted=45.775947, expected=92.000000 predicted=114.477500, expected=80.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=149.248841, expected=168.000000 predicted=187.514407, expected=264.000000 predicted=184.789898, expected=180.000000 predicted=85.337604, expected=64.000000 predicted=72.791483, expected=88.000000 predicted=97.031688, expected=56.000000 predicted=82.662671, expected=72.000000 predicted=162.885375, expected=176.000000 predicted=198.841983, expected=280.000000 predicted=189.954673, expected=168.000000 predicted=107.137962, expected=52.000000 predicted=53.069994, expected=48.000000 predicted=64.113209, expected=108.000000 predicted=133.892520, expected=180.000000 predicted=230.217569, expected=188.000000 predicted=179.802332, expected=192.000000 predicted=135.577947, expected=112.000000 predicted=68.526379, expected=44.000000 predicted=65.454245, expected=88.000000 predicted=139.658799, expected=56.000000 predicted=95.887454, expected=80.000000 predicted=139.779502, expected=116.000000 predicted=120.548133, expected=180.000000 predicted=124.915129, expected=124.000000 predicted=94.051403, expected=56.000000 predicted=52.638736, expected=44.000000 predicted=62.817283, expected=48.000000 predicted=70.837903, expected=72.000000 predicted=122.031782, expected=176.000000 predicted=171.557827, expected=188.000000 predicted=121.356430, expected=144.000000 predicted=95.668175, expected=52.000000 predicted=41.182033, expected=52.000000 predicted=64.147529, expected=60.000000 predicted=105.126537, expected=208.000000 predicted=223.246767, expected=196.000000 predicted=158.011703, expected=228.000000 predicted=164.344921, expected=188.000000 predicted=121.463490, expected=128.000000 predicted=85.179355, expected=156.000000 predicted=190.231919, expected=68.000000 predicted=98.650079, expected=96.000000 predicted=169.418509, expected=180.000000 predicted=194.661644, expected=260.000000 predicted=203.121725, expected=176.000000 predicted=151.437908, expected=40.000000 predicted=42.063121, expected=56.000000 predicted=86.700867, expected=88.000000 predicted=118.594111, expected=132.000000 predicted=191.463379, expected=168.000000 predicted=180.728332, expected=256.000000 predicted=174.930274, expected=220.000000 predicted=132.649435, expected=72.000000 predicted=58.894150, expected=64.000000 predicted=108.831551, expected=84.000000 predicted=112.493057, expected=100.000000 predicted=164.253394, expected=128.000000 predicted=178.615119, expected=192.000000 predicted=149.024162, expected=200.000000 predicted=134.795675, expected=76.000000 predicted=58.539817, expected=76.000000 predicted=101.657866, expected=104.000000 predicted=110.534157, expected=100.000000 predicted=130.684804, expected=220.000000 predicted=240.209129, expected=264.000000 predicted=175.974503, expected=176.000000 predicted=114.505066, expected=140.000000 predicted=133.947379, expected=48.000000 predicted=49.364977, expected=128.000000 predicted=186.062943, expected=308.000000 predicted=310.473455, expected=380.000000 predicted=284.554022, expected=424.000000 predicted=314.639888, expected=240.000000 predicted=122.238106, expected=116.000000 predicted=115.300709, expected=152.000000 predicted=230.853414, expected=160.000000 predicted=239.515021, expected=152.000000 predicted=274.350490, expected=292.000000 predicted=302.919342, expected=352.000000 predicted=241.425326, expected=188.000000 predicted=140.687669, expected=96.000000 predicted=133.693932, expected=156.000000 predicted=163.276651, expected=304.000000 predicted=306.056622, expected=252.000000 predicted=275.736411, expected=336.000000 predicted=305.625375, expected=452.000000 predicted=307.591353, expected=404.000000 predicted=268.017218, expected=304.000000 predicted=302.058522, expected=304.000000 predicted=290.948189, expected=400.000000 predicted=378.047953, expected=916.000000 predicted=799.909610, expected=272.000000 predicted=170.539189, expected=220.000000 predicted=345.679308, expected=204.000000 predicted=249.003185, expected=152.000000 predicted=205.464780, expected=484.000000 predicted=754.046983, expected=356.000000 predicted=261.020895, expected=148.000000 predicted=174.499032, expected=56.000000 predicted=130.803835, expected=68.000000 predicted=101.607438, expected=28.000000 predicted=212.743689, expected=88.000000 predicted=219.085516, expected=96.000000 predicted=111.987492, expected=160.000000 predicted=125.077945, expected=152.000000 predicted=108.601232, expected=112.000000 predicted=71.680997, expected=28.000000 predicted=45.273072, expected=36.000000 predicted=69.276486, expected=72.000000 predicted=110.035465, expected=100.000000 predicted=121.399583, expected=160.000000 predicted=147.600324, expected=268.000000 predicted=175.846886, expected=112.000000 predicted=44.380452, expected=24.000000 predicted=52.837929, expected=68.000000 predicted=92.824950, expected=56.000000 predicted=85.531380, expected=64.000000 predicted=156.474601, expected=148.000000 predicted=145.625287, expected=192.000000 predicted=115.765354, expected=92.000000 predicted=64.041487, expected=52.000000 predicted=61.232698, expected=40.000000 predicted=47.786157, expected=40.000000 predicted=83.197844, expected=88.000000 predicted=140.028350, expected=164.000000 predicted=139.169030, expected=200.000000 predicted=134.744027, expected=112.000000 predicted=66.293224, expected=76.000000 predicted=66.155869, expected=100.000000 predicted=97.991015, expected=128.000000 predicted=141.078633, expected=116.000000 predicted=148.249822, expected=188.000000 predicted=169.428057, expected=416.000000 predicted=296.743945, expected=248.000000 predicted=133.637463, expected=216.000000 predicted=202.400391, expected=140.000000 predicted=117.316836, expected=68.000000 predicted=108.629265, expected=100.000000 predicted=248.026292, expected=224.000000 predicted=246.049545, expected=304.000000 predicted=265.732001, expected=248.000000 predicted=190.032194, expected=92.000000 predicted=67.647790, expected=108.000000 predicted=121.305408, expected=68.000000 predicted=118.273775, expected=132.000000 predicted=219.067704, expected=268.000000 predicted=274.320200, expected=276.000000 predicted=183.838426, expected=236.000000 predicted=180.356005, expected=96.000000 predicted=67.379791, expected=112.000000 predicted=134.701682, expected=132.000000 predicted=185.335554, expected=208.000000 predicted=245.566578, expected=180.000000 predicted=194.137292, expected=288.000000 predicted=227.647046, expected=176.000000 predicted=118.533899, expected=92.000000 predicted=110.464174, expected=24.000000 predicted=99.835163, expected=48.000000 predicted=108.609672, expected=60.000000 predicted=154.954382, expected=92.000000 predicted=132.377233, expected=228.000000 predicted=188.586120, expected=152.000000 predicted=70.386373, expected=84.000000 predicted=71.146219, expected=64.000000 predicted=64.882083, expected=80.000000 predicted=82.910255, expected=96.000000 predicted=152.474418, expected=176.000000 predicted=177.248827, expected=268.000000 predicted=194.988252, expected=124.000000 predicted=68.012994, expected=32.000000 predicted=58.204568, expected=24.000000 predicted=57.998349, expected=112.000000 predicted=146.103462, expected=112.000000 predicted=169.781229, expected=176.000000 predicted=167.759458, expected=276.000000 predicted=180.491814, expected=184.000000 predicted=89.776666, expected=88.000000 predicted=97.876238, expected=124.000000 predicted=131.621344, expected=148.000000 predicted=152.224647, expected=320.000000 predicted=326.352035, expected=116.000000 predicted=97.741005, expected=168.000000 predicted=169.008845, expected=112.000000 predicted=98.346025, expected=44.000000 predicted=79.213014, expected=92.000000 predicted=207.226815, expected=224.000000 predicted=187.387798, expected=72.000000 predicted=77.078989, expected=212.000000 predicted=212.326911, expected=176.000000 predicted=94.095119, expected=104.000000 predicted=91.014865, expected=12.000000 predicted=101.679841, expected=12.000000 predicted=41.268927, expected=12.000000 predicted=94.033782, expected=44.000000 predicted=104.830095, expected=140.000000 predicted=136.523539, expected=220.000000 predicted=132.452340, expected=108.000000 predicted=44.421324, expected=24.000000 predicted=21.253314, expected=40.000000 predicted=48.072651, expected=16.000000 predicted=57.089320, expected=72.000000 predicted=147.596993, expected=164.000000 predicted=148.150494, expected=208.000000 predicted=125.906274, expected=32.000000 predicted=8.281635, expected=44.000000 predicted=53.761858, expected=16.000000 predicted=26.954900, expected=24.000000 predicted=84.388766, expected=64.000000 predicted=133.742585, expected=80.000000 predicted=56.172983, expected=216.000000 predicted=161.804476, expected=144.000000 predicted=63.984266, expected=32.000000 predicted=22.878632, expected=24.000000 predicted=50.904602, expected=24.000000 predicted=40.529724, expected=72.000000 predicted=140.051284, expected=116.000000 predicted=131.024733, expected=256.000000 predicted=176.724294, expected=252.000000 predicted=139.988462, expected=72.000000 predicted=28.543799, expected=52.000000 predicted=77.533888, expected=68.000000 predicted=83.538605, expected=104.000000 predicted=169.238428, expected=184.000000 predicted=225.015294, expected=188.000000 predicted=131.328843, expected=256.000000 predicted=180.295783, expected=36.000000 predicted=9.991374, expected=84.000000 predicted=122.950610, expected=88.000000 predicted=118.506467, expected=92.000000 predicted=129.539844, expected=316.000000 predicted=327.505064, expected=208.000000 predicted=93.070419, expected=112.000000 predicted=104.335469, expected=52.000000 predicted=67.597553, expected=140.000000 predicted=129.030711, expected=96.000000 predicted=173.841078, expected=148.000000 predicted=189.402884, expected=280.000000 predicted=221.633316, expected=300.000000 predicted=180.818307, expected=204.000000 predicted=165.800512, expected=36.000000 predicted=48.336115, expected=16.000000 predicted=81.857908, expected=20.000000 predicted=127.295124, expected=8.000000 predicted=129.898238, expected=12.000000 predicted=98.800458, expected=248.000000 predicted=190.528127, expected=8.000000 Test MSE: 5498.092
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707])] predicted=249.574095, expected=208.000000 predicted=231.176516, expected=188.000000 predicted=242.619017, expected=212.000000 predicted=297.713678, expected=268.000000 predicted=259.676857, expected=356.000000 predicted=279.056575, expected=228.000000 predicted=211.874247, expected=200.000000 predicted=219.450451, expected=272.000000 predicted=261.643276, expected=240.000000 predicted=224.308503, expected=320.000000 predicted=335.309442, expected=332.000000 predicted=286.298338, expected=300.000000 predicted=250.447309, expected=248.000000 predicted=274.409818, expected=224.000000 predicted=239.601704, expected=284.000000 predicted=297.941898, expected=168.000000 predicted=224.918331, expected=264.000000 predicted=290.429540, expected=332.000000 predicted=290.682015, expected=268.000000 predicted=223.895632, expected=264.000000 predicted=294.670471, expected=144.000000 predicted=165.586729, expected=208.000000 predicted=238.598473, expected=164.000000 predicted=228.448389, expected=248.000000 predicted=244.301114, expected=396.000000 predicted=334.803529, expected=384.000000 predicted=254.355063, expected=248.000000 predicted=244.616845, expected=196.000000 predicted=220.329687, expected=224.000000 predicted=239.617338, expected=188.000000 predicted=256.417315, expected=268.000000 predicted=315.499201, expected=300.000000 predicted=270.547359, expected=292.000000 predicted=241.000093, expected=244.000000 predicted=247.516679, expected=208.000000 predicted=209.920531, expected=216.000000 predicted=242.047981, expected=140.000000 predicted=202.222953, expected=212.000000 predicted=250.968285, expected=384.000000 predicted=313.898618, expected=408.000000 predicted=288.390258, expected=244.000000 predicted=238.798193, expected=256.000000 predicted=249.861502, expected=276.000000 predicted=249.548213, expected=200.000000 predicted=255.214668, expected=224.000000 predicted=316.066139, expected=304.000000 predicted=277.163424, expected=352.000000 predicted=289.240689, expected=184.000000 predicted=221.662335, expected=252.000000 predicted=261.906401, expected=276.000000 predicted=250.814460, expected=168.000000 predicted=200.904118, expected=160.000000 predicted=267.822326, expected=300.000000 predicted=252.868839, expected=372.000000 predicted=286.038206, expected=276.000000 predicted=265.830332, expected=280.000000 predicted=263.438725, expected=284.000000 predicted=238.936712, expected=148.000000 predicted=199.822018, expected=228.000000 predicted=309.680920, expected=368.000000 predicted=317.616312, expected=268.000000 predicted=235.796767, expected=252.000000 predicted=291.387880, expected=312.000000 predicted=261.124353, expected=284.000000 predicted=236.752024, expected=192.000000 predicted=271.176368, expected=248.000000 predicted=277.328114, expected=312.000000 predicted=273.770421, expected=508.000000 predicted=401.831615, expected=240.000000 predicted=242.054820, expected=244.000000 predicted=265.401391, expected=336.000000 predicted=324.578254, expected=296.000000 predicted=252.281682, expected=308.000000 predicted=402.142416, expected=436.000000 predicted=360.924996, expected=468.000000 predicted=347.012284, expected=248.000000 predicted=284.697289, expected=192.000000 predicted=285.815958, expected=288.000000 predicted=308.968535, expected=212.000000 predicted=265.958555, expected=188.000000 predicted=314.063028, expected=308.000000 predicted=298.785914, expected=340.000000 predicted=247.448676, expected=216.000000 predicted=240.142282, expected=244.000000 predicted=264.352765, expected=236.000000 predicted=214.689336, expected=256.000000 predicted=261.884739, expected=232.000000 predicted=281.024911, expected=340.000000 predicted=287.713487, expected=376.000000 predicted=306.585723, expected=268.000000 predicted=245.555528, expected=220.000000 predicted=266.143113, expected=252.000000 predicted=254.223237, expected=148.000000 predicted=211.381867, expected=200.000000 predicted=285.041824, expected=248.000000 predicted=254.198566, expected=280.000000 predicted=232.152801, expected=224.000000 predicted=239.966851, expected=212.000000 predicted=198.002045, expected=240.000000 predicted=228.189881, expected=196.000000 predicted=206.325385, expected=236.000000 predicted=259.807722, expected=376.000000 predicted=308.394757, expected=384.000000 predicted=283.604518, expected=316.000000 predicted=288.125160, expected=220.000000 predicted=237.965098, expected=300.000000 predicted=285.445356, expected=188.000000 predicted=248.843662, expected=236.000000 predicted=302.724082, expected=232.000000 predicted=274.220641, expected=280.000000 predicted=237.527246, expected=300.000000 predicted=301.401686, expected=204.000000 predicted=193.231838, expected=300.000000 predicted=292.055845, expected=244.000000 predicted=228.120629, expected=280.000000 predicted=273.723694, expected=400.000000 predicted=365.663270, expected=300.000000 predicted=233.917409, expected=248.000000 predicted=290.060305, expected=236.000000 predicted=262.917182, expected=248.000000 predicted=248.752994, expected=196.000000 predicted=276.137364, expected=212.000000 predicted=255.575131, expected=252.000000 predicted=249.442459, expected=304.000000 predicted=261.610224, expected=236.000000 predicted=236.794873, expected=184.000000 predicted=204.011861, expected=316.000000 predicted=284.641449, expected=236.000000 predicted=215.009733, expected=236.000000 predicted=269.672348, expected=316.000000 predicted=299.527040, expected=384.000000 predicted=274.261179, expected=224.000000 predicted=255.748495, expected=320.000000 predicted=316.691448, expected=320.000000 predicted=279.155042, expected=252.000000 predicted=257.185110, expected=228.000000 predicted=319.863911, expected=488.000000 predicted=374.510557, expected=244.000000 predicted=233.457322, expected=348.000000 predicted=365.261732, expected=196.000000 predicted=248.114481, expected=288.000000 predicted=240.980367, expected=208.000000 predicted=338.858745, expected=196.000000 predicted=204.137247, expected=264.000000 predicted=315.464447, expected=400.000000 predicted=287.943937, expected=196.000000 predicted=219.967537, expected=236.000000 predicted=259.649212, expected=284.000000 predicted=259.374615, expected=168.000000 predicted=174.249063, expected=228.000000 predicted=324.870416, expected=404.000000 predicted=308.807876, expected=432.000000 predicted=305.545676, expected=252.000000 predicted=274.288573, expected=160.000000 predicted=213.299337, expected=236.000000 predicted=247.183114, expected=176.000000 predicted=240.046206, expected=260.000000 predicted=330.582347, expected=308.000000 predicted=283.660342, expected=336.000000 predicted=242.521267, expected=180.000000 predicted=215.185047, expected=200.000000 predicted=215.803711, expected=272.000000 predicted=267.329852, expected=252.000000 predicted=243.967162, expected=304.000000 predicted=324.242328, expected=496.000000 predicted=359.035013, expected=392.000000 predicted=279.572484, expected=244.000000 predicted=278.915382, expected=220.000000 predicted=281.274791, expected=252.000000 predicted=260.590797, expected=220.000000 predicted=317.184255, expected=328.000000 predicted=358.246726, expected=312.000000 predicted=273.078847, expected=372.000000 predicted=301.764717, expected=184.000000 predicted=223.829797, expected=196.000000 predicted=226.720894, expected=200.000000 predicted=264.261278, expected=164.000000 predicted=200.258998, expected=272.000000 predicted=323.986855, expected=320.000000 predicted=246.252101, expected=304.000000 predicted=245.074053, expected=212.000000 predicted=225.246499, expected=264.000000 predicted=236.957614, expected=220.000000 predicted=233.540432, expected=128.000000 predicted=205.230222, expected=224.000000 predicted=279.014395, expected=204.000000 predicted=187.999709, expected=324.000000 predicted=286.373492, expected=120.000000 predicted=165.780762, expected=112.000000 predicted=140.517139, expected=128.000000 predicted=188.970386, expected=100.000000 predicted=112.677560, expected=116.000000 predicted=211.328078, expected=156.000000 predicted=139.711149, expected=132.000000 predicted=113.685629, expected=136.000000 predicted=137.598336, expected=120.000000 predicted=116.030622, expected=68.000000 predicted=87.197348, expected=108.000000 predicted=135.553614, expected=116.000000 predicted=114.989960, expected=176.000000 predicted=149.015664, expected=300.000000 predicted=218.415280, expected=188.000000 predicted=121.074893, expected=128.000000 predicted=142.131325, expected=224.000000 predicted=200.248049, expected=124.000000 predicted=117.961695, expected=132.000000 predicted=210.636107, expected=152.000000 predicted=180.263314, expected=200.000000 predicted=149.869817, expected=136.000000 predicted=170.868888, expected=140.000000 predicted=143.503943, expected=156.000000 predicted=151.036199, expected=76.000000 predicted=98.062072, expected=100.000000 predicted=154.378311, expected=148.000000 predicted=140.819340, expected=180.000000 predicted=144.076875, expected=124.000000 predicted=138.314981, expected=100.000000 predicted=103.055422, expected=72.000000 predicted=91.163604, expected=72.000000 predicted=99.979381, expected=56.000000 predicted=106.893109, expected=124.000000 predicted=120.973409, expected=212.000000 predicted=153.285992, expected=64.000000 predicted=55.062970, expected=108.000000 predicted=119.987946, expected=124.000000 predicted=99.639456, expected=128.000000 predicted=101.802094, expected=104.000000 predicted=158.201579, expected=136.000000 predicted=108.560861, expected=132.000000 predicted=117.393959, expected=100.000000 predicted=107.462838, expected=72.000000 predicted=105.149374, expected=112.000000 predicted=110.205910, expected=56.000000 predicted=81.442925, expected=104.000000 predicted=118.575680, expected=108.000000 predicted=103.689636, expected=136.000000 predicted=98.279424, expected=172.000000 predicted=148.637875, expected=144.000000 predicted=100.977491, expected=112.000000 predicted=115.970170, expected=184.000000 predicted=158.425320, expected=120.000000 predicted=113.863371, expected=172.000000 predicted=174.826367, expected=196.000000 predicted=176.423631, expected=124.000000 predicted=106.630846, expected=148.000000 predicted=180.134598, expected=136.000000 predicted=128.580138, expected=100.000000 predicted=122.739375, expected=156.000000 predicted=180.828387, expected=88.000000 predicted=95.164802, expected=124.000000 predicted=137.255568, expected=88.000000 predicted=112.479838, expected=108.000000 predicted=98.337659, expected=108.000000 predicted=131.411570, expected=200.000000 predicted=143.919623, expected=228.000000 predicted=173.272529, expected=164.000000 predicted=127.792164, expected=160.000000 predicted=158.126955, expected=208.000000 predicted=167.058031, expected=112.000000 predicted=136.112211, expected=112.000000 predicted=174.472509, expected=144.000000 predicted=158.444949, expected=192.000000 predicted=158.994368, expected=108.000000 predicted=147.166995, expected=92.000000 predicted=115.793874, expected=116.000000 predicted=121.899951, expected=80.000000 predicted=92.569892, expected=68.000000 predicted=124.688246, expected=200.000000 predicted=162.512975, expected=168.000000 predicted=112.714379, expected=128.000000 predicted=125.861009, expected=100.000000 predicted=115.018293, expected=120.000000 predicted=94.439874, expected=56.000000 predicted=111.249956, expected=72.000000 predicted=117.642506, expected=112.000000 predicted=118.797944, expected=112.000000 predicted=91.933613, expected=104.000000 predicted=113.477085, expected=88.000000 predicted=80.277040, expected=96.000000 predicted=86.565226, expected=108.000000 predicted=106.873001, expected=72.000000 predicted=85.681726, expected=96.000000 predicted=104.477107, expected=196.000000 predicted=145.581315, expected=172.000000 predicted=120.901441, expected=140.000000 predicted=133.083289, expected=116.000000 predicted=114.711337, expected=88.000000 predicted=90.114534, expected=128.000000 predicted=155.851104, expected=136.000000 predicted=142.860719, expected=84.000000 predicted=103.923307, expected=108.000000 predicted=123.191999, expected=80.000000 predicted=80.998917, expected=100.000000 predicted=107.594435, expected=80.000000 predicted=105.345453, expected=68.000000 predicted=73.012215, expected=144.000000 predicted=131.246213, expected=140.000000 predicted=100.751077, expected=76.000000 predicted=85.989428, expected=108.000000 predicted=113.839977, expected=120.000000 predicted=91.311809, expected=72.000000 predicted=93.066628, expected=88.000000 predicted=121.074478, expected=136.000000 predicted=107.962774, expected=164.000000 predicted=125.798488, expected=116.000000 predicted=117.128416, expected=80.000000 predicted=89.397933, expected=64.000000 predicted=82.251202, expected=44.000000 predicted=78.742908, expected=72.000000 predicted=108.919330, expected=156.000000 predicted=131.353921, expected=184.000000 predicted=124.556188, expected=116.000000 predicted=94.465186, expected=96.000000 predicted=93.451611, expected=164.000000 predicted=128.318388, expected=88.000000 predicted=99.589467, expected=136.000000 predicted=163.440187, expected=120.000000 predicted=121.522671, expected=192.000000 predicted=139.541370, expected=80.000000 predicted=116.143472, expected=60.000000 predicted=83.680624, expected=140.000000 predicted=149.376211, expected=60.000000 predicted=60.149652, expected=84.000000 predicted=138.598621, expected=136.000000 predicted=118.467596, expected=148.000000 predicted=90.545138, expected=76.000000 predicted=107.048829, expected=36.000000 predicted=62.905246, expected=144.000000 predicted=122.103796, expected=104.000000 predicted=93.798239, expected=108.000000 predicted=125.051538, expected=120.000000 predicted=115.118114, expected=184.000000 predicted=110.180663, expected=112.000000 predicted=119.272257, expected=112.000000 predicted=119.125720, expected=136.000000 predicted=131.910897, expected=48.000000 predicted=66.486391, expected=72.000000 predicted=131.757675, expected=116.000000 predicted=113.168412, expected=160.000000 predicted=119.719818, expected=76.000000 predicted=101.395472, expected=112.000000 predicted=100.045835, expected=88.000000 predicted=82.093887, expected=96.000000 predicted=94.975332, expected=120.000000 predicted=141.184132, expected=212.000000 predicted=144.165252, expected=260.000000 predicted=184.247976, expected=184.000000 predicted=140.455123, expected=152.000000 predicted=150.529912, expected=144.000000 predicted=143.433032, expected=136.000000 predicted=158.652482, expected=104.000000 predicted=168.920255, expected=120.000000 predicted=150.304328, expected=156.000000 predicted=150.143946, expected=80.000000 predicted=99.397292, expected=92.000000 predicted=122.785535, expected=140.000000 predicted=126.486741, expected=52.000000 predicted=65.141344, expected=108.000000 predicted=141.171569, expected=180.000000 predicted=134.292473, expected=408.000000 predicted=245.878613, expected=452.000000 predicted=298.265049, expected=340.000000 predicted=222.810729, expected=448.000000 predicted=349.291147, expected=188.000000 predicted=177.866093, expected=96.000000 predicted=246.426144, expected=76.000000 predicted=260.326934, expected=136.000000 predicted=184.052899, expected=72.000000 predicted=213.215597, expected=524.000000 predicted=384.515086, expected=300.000000 predicted=173.812249, expected=568.000000 predicted=370.068352, expected=596.000000 predicted=441.547743, expected=476.000000 predicted=271.210653, expected=260.000000 predicted=429.888250, expected=124.000000 predicted=213.454608, expected=268.000000 predicted=380.976586, expected=364.000000 predicted=414.162465, expected=112.000000 predicted=241.613985, expected=124.000000 predicted=228.995368, expected=124.000000 predicted=128.769285, expected=96.000000 predicted=128.164770, expected=72.000000 predicted=197.262044, expected=104.000000 predicted=107.746597, expected=148.000000 predicted=129.372344, expected=188.000000 predicted=154.559700, expected=116.000000 predicted=110.867727, expected=96.000000 predicted=100.451384, expected=176.000000 predicted=150.980935, expected=60.000000 predicted=77.627459, expected=120.000000 predicted=157.112050, expected=128.000000 predicted=125.681497, expected=172.000000 predicted=123.226432, expected=132.000000 predicted=155.851348, expected=88.000000 predicted=82.773131, expected=132.000000 predicted=135.681845, expected=100.000000 predicted=99.774711, expected=148.000000 predicted=154.549623, expected=152.000000 predicted=144.792409, expected=192.000000 predicted=144.898533, expected=136.000000 predicted=138.563252, expected=184.000000 predicted=155.678187, expected=100.000000 predicted=120.303145, expected=92.000000 predicted=116.719889, expected=100.000000 predicted=142.670885, expected=184.000000 predicted=149.066041, expected=208.000000 predicted=189.248753, expected=120.000000 predicted=114.137961, expected=64.000000 predicted=97.253402, expected=88.000000 predicted=98.164079, expected=56.000000 predicted=90.881662, expected=84.000000 predicted=129.257316, expected=92.000000 predicted=103.112316, expected=136.000000 predicted=100.823933, expected=108.000000 predicted=100.295788, expected=60.000000 predicted=63.493349, expected=120.000000 predicted=114.376758, expected=52.000000 predicted=57.373976, expected=84.000000 predicted=105.178438, expected=144.000000 predicted=132.322214, expected=84.000000 predicted=59.556657, expected=84.000000 predicted=110.581905, expected=76.000000 predicted=72.998791, expected=48.000000 predicted=54.127357, expected=64.000000 predicted=98.391920, expected=60.000000 predicted=65.789258, expected=120.000000 predicted=100.693026, expected=80.000000 predicted=75.245462, expected=104.000000 predicted=85.221534, expected=76.000000 predicted=76.649311, expected=84.000000 predicted=70.776851, expected=72.000000 Test MSE: 4859.313
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107])] predicted=16.082617, expected=16.000000 predicted=17.473162, expected=20.000000 predicted=20.018770, expected=32.000000 predicted=24.713872, expected=28.000000 predicted=22.855940, expected=24.000000 predicted=22.211254, expected=28.000000 predicted=24.149316, expected=28.000000 predicted=26.574013, expected=32.000000 predicted=29.374278, expected=12.000000 predicted=23.034634, expected=8.000000 predicted=20.025555, expected=20.000000 predicted=22.778991, expected=32.000000 predicted=24.989299, expected=36.000000 predicted=25.196733, expected=24.000000 predicted=19.878506, expected=4.000000 predicted=16.128265, expected=4.000000 predicted=18.370525, expected=12.000000 predicted=20.616325, expected=20.000000 predicted=19.680680, expected=12.000000 predicted=12.675021, expected=8.000000 predicted=8.250380, expected=20.000000 predicted=13.253810, expected=8.000000 predicted=12.551550, expected=8.000000 predicted=12.114201, expected=20.000000 predicted=13.902084, expected=12.000000 predicted=12.295726, expected=12.000000 predicted=12.990163, expected=12.000000 predicted=11.439688, expected=4.000000 predicted=10.080453, expected=4.000000 predicted=10.453694, expected=16.000000 predicted=11.576703, expected=4.000000 predicted=8.118755, expected=8.000000 predicted=7.741106, expected=20.000000 predicted=10.568860, expected=32.000000 predicted=16.039385, expected=12.000000 predicted=13.388906, expected=12.000000 predicted=12.309109, expected=4.000000 predicted=12.878239, expected=8.000000 predicted=15.109187, expected=44.000000 predicted=24.486040, expected=44.000000 predicted=22.881352, expected=16.000000 predicted=16.671919, expected=20.000000 predicted=19.294959, expected=16.000000 predicted=23.328986, expected=28.000000 predicted=30.812949, expected=12.000000 predicted=22.425873, expected=4.000000 predicted=13.671273, expected=12.000000 predicted=15.796551, expected=20.000000 predicted=17.244814, expected=20.000000 predicted=17.241106, expected=20.000000 predicted=14.248407, expected=32.000000 predicted=18.691596, expected=4.000000 predicted=14.564735, expected=16.000000 predicted=18.248744, expected=16.000000 predicted=18.691434, expected=12.000000 predicted=16.685348, expected=20.000000 predicted=18.004207, expected=8.000000 predicted=11.009724, expected=4.000000 predicted=11.372765, expected=16.000000 predicted=13.935270, expected=4.000000 predicted=10.061237, expected=12.000000 predicted=11.346547, expected=20.000000 predicted=11.823392, expected=8.000000 predicted=9.339523, expected=8.000000 predicted=10.447276, expected=20.000000 predicted=12.902889, expected=12.000000 predicted=13.129352, expected=48.000000 predicted=23.593282, expected=24.000000 predicted=18.347862, expected=12.000000 predicted=16.699526, expected=28.000000 predicted=24.192445, expected=8.000000 predicted=20.366611, expected=8.000000 predicted=21.652588, expected=8.000000 predicted=14.610716, expected=4.000000 predicted=11.119663, expected=8.000000 predicted=11.687152, expected=24.000000 predicted=12.230776, expected=8.000000 predicted=8.863087, expected=20.000000 predicted=12.122548, expected=12.000000 predicted=11.443429, expected=8.000000 predicted=12.197529, expected=28.000000 predicted=19.049831, expected=24.000000 predicted=17.181327, expected=4.000000 predicted=13.323035, expected=36.000000 predicted=20.569889, expected=12.000000 predicted=17.013741, expected=8.000000 predicted=17.594083, expected=16.000000 predicted=16.857941, expected=20.000000 predicted=16.768031, expected=8.000000 predicted=16.560953, expected=12.000000 predicted=12.063350, expected=20.000000 predicted=14.691018, expected=20.000000 predicted=16.733939, expected=8.000000 predicted=13.262593, expected=20.000000 predicted=14.760072, expected=16.000000 predicted=15.859056, expected=20.000000 predicted=17.975792, expected=8.000000 predicted=13.928720, expected=16.000000 predicted=14.485831, expected=32.000000 predicted=21.157304, expected=28.000000 predicted=20.564196, expected=20.000000 predicted=19.174757, expected=32.000000 predicted=22.458763, expected=8.000000 predicted=19.848490, expected=12.000000 predicted=21.623246, expected=28.000000 predicted=23.596707, expected=24.000000 predicted=21.607985, expected=16.000000 predicted=19.393660, expected=20.000000 predicted=16.943031, expected=16.000000 predicted=18.524781, expected=20.000000 predicted=21.466911, expected=4.000000 predicted=15.042425, expected=20.000000 predicted=17.012208, expected=24.000000 predicted=18.805552, expected=12.000000 predicted=15.024525, expected=8.000000 predicted=13.287007, expected=16.000000 predicted=13.885904, expected=8.000000 predicted=14.530209, expected=12.000000 predicted=14.002537, expected=16.000000 predicted=12.469903, expected=28.000000 predicted=16.199670, expected=20.000000 predicted=16.269234, expected=20.000000 predicted=16.178153, expected=8.000000 predicted=15.023629, expected=12.000000 predicted=16.977637, expected=4.000000 predicted=15.083144, expected=12.000000 predicted=13.736568, expected=28.000000 predicted=16.831392, expected=16.000000 predicted=12.626139, expected=16.000000 predicted=13.601859, expected=4.000000 predicted=10.625553, expected=4.000000 predicted=12.481867, expected=16.000000 predicted=16.254684, expected=28.000000 predicted=16.704232, expected=32.000000 predicted=18.076210, expected=8.000000 predicted=11.412442, expected=12.000000 predicted=14.406920, expected=12.000000 predicted=17.760281, expected=20.000000 predicted=20.750628, expected=20.000000 predicted=18.674084, expected=32.000000 predicted=18.331342, expected=40.000000 predicted=23.762295, expected=4.000000 predicted=16.421238, expected=16.000000 predicted=20.720251, expected=4.000000 predicted=18.013094, expected=12.000000 predicted=19.856881, expected=8.000000 predicted=15.296465, expected=20.000000 predicted=11.741371, expected=4.000000 predicted=9.448846, expected=4.000000 predicted=7.229337, expected=8.000000 predicted=9.546118, expected=4.000000 predicted=7.884496, expected=20.000000 predicted=12.474530, expected=28.000000 predicted=12.921182, expected=28.000000 predicted=15.389548, expected=24.000000 predicted=17.186165, expected=16.000000 predicted=17.295349, expected=16.000000 predicted=21.095044, expected=8.000000 predicted=19.252661, expected=12.000000 predicted=17.978756, expected=12.000000 predicted=15.362476, expected=36.000000 predicted=20.099782, expected=4.000000 predicted=12.066024, expected=8.000000 predicted=11.236955, expected=16.000000 predicted=14.969334, expected=28.000000 predicted=19.692877, expected=24.000000 predicted=20.790299, expected=4.000000 predicted=10.170788, expected=8.000000 predicted=12.917368, expected=4.000000 predicted=13.608987, expected=4.000000 predicted=12.967386, expected=24.000000 predicted=14.728662, expected=4.000000 predicted=6.459543, expected=8.000000 predicted=7.750648, expected=8.000000 predicted=7.954944, expected=8.000000 predicted=9.268553, expected=4.000000 predicted=9.538772, expected=36.000000 predicted=14.822117, expected=12.000000 predicted=11.357710, expected=4.000000 predicted=9.145939, expected=4.000000 predicted=9.568287, expected=12.000000 predicted=12.729648, expected=8.000000 predicted=14.369109, expected=12.000000 predicted=9.118473, expected=8.000000 predicted=7.181551, expected=12.000000 predicted=9.198521, expected=16.000000 predicted=12.015182, expected=20.000000 predicted=13.208361, expected=12.000000 predicted=12.326392, expected=20.000000 predicted=14.587348, expected=44.000000 predicted=23.803396, expected=8.000000 predicted=16.741909, expected=8.000000 predicted=16.175305, expected=12.000000 predicted=16.639173, expected=24.000000 predicted=21.769736, expected=12.000000 predicted=18.987059, expected=12.000000 predicted=11.438889, expected=12.000000 predicted=12.582978, expected=4.000000 predicted=11.570408, expected=4.000000 predicted=11.477131, expected=12.000000 predicted=10.404994, expected=36.000000 predicted=17.175260, expected=20.000000 predicted=14.041983, expected=4.000000 predicted=9.322886, expected=24.000000 predicted=16.846403, expected=16.000000 predicted=18.497261, expected=16.000000 predicted=20.226199, expected=8.000000 predicted=13.483080, expected=20.000000 predicted=15.032760, expected=20.000000 predicted=18.463872, expected=16.000000 predicted=15.574321, expected=12.000000 predicted=14.298132, expected=16.000000 predicted=14.981091, expected=24.000000 predicted=19.443755, expected=16.000000 predicted=16.972942, expected=12.000000 predicted=14.813271, expected=20.000000 predicted=16.919812, expected=16.000000 predicted=17.230503, expected=12.000000 predicted=16.340404, expected=12.000000 predicted=14.237280, expected=12.000000 predicted=13.776457, expected=28.000000 predicted=19.047170, expected=20.000000 predicted=16.566375, expected=16.000000 predicted=15.308828, expected=12.000000 predicted=15.170967, expected=20.000000 predicted=18.410270, expected=8.000000 predicted=16.857445, expected=24.000000 predicted=18.260488, expected=4.000000 predicted=12.244178, expected=32.000000 predicted=18.875029, expected=16.000000 predicted=16.944451, expected=20.000000 predicted=16.452127, expected=44.000000 predicted=26.314184, expected=20.000000 predicted=20.156305, expected=8.000000 predicted=20.731574, expected=16.000000 predicted=19.995094, expected=8.000000 predicted=18.972775, expected=12.000000 predicted=19.827374, expected=4.000000 predicted=10.777827, expected=4.000000 predicted=8.071135, expected=20.000000 predicted=12.914887, expected=12.000000 predicted=9.929469, expected=12.000000 predicted=10.250856, expected=16.000000 predicted=11.028338, expected=4.000000 predicted=9.536984, expected=16.000000 predicted=14.450886, expected=20.000000 predicted=14.356109, expected=24.000000 predicted=16.165773, expected=32.000000 predicted=19.703541, expected=20.000000 predicted=17.269867, expected=4.000000 predicted=16.029721, expected=24.000000 predicted=21.866329, expected=20.000000 predicted=21.656695, expected=20.000000 predicted=20.850547, expected=20.000000 predicted=17.724168, expected=4.000000 predicted=12.429810, expected=12.000000 predicted=16.974204, expected=24.000000 predicted=18.794019, expected=4.000000 predicted=12.758538, expected=16.000000 predicted=13.888079, expected=12.000000 predicted=11.279390, expected=16.000000 predicted=14.481228, expected=12.000000 predicted=14.040593, expected=8.000000 predicted=10.069765, expected=8.000000 predicted=11.752358, expected=8.000000 predicted=10.653997, expected=20.000000 predicted=13.818038, expected=16.000000 predicted=12.205149, expected=28.000000 predicted=15.645945, expected=12.000000 predicted=13.264832, expected=8.000000 predicted=13.317177, expected=16.000000 predicted=17.200688, expected=4.000000 predicted=13.189041, expected=20.000000 predicted=16.843535, expected=12.000000 predicted=11.690506, expected=16.000000 predicted=12.638899, expected=8.000000 predicted=11.630746, expected=4.000000 predicted=9.234045, expected=20.000000 predicted=15.323206, expected=12.000000 predicted=12.062243, expected=12.000000 predicted=11.825204, expected=40.000000 predicted=18.770549, expected=4.000000 predicted=11.925110, expected=4.000000 predicted=13.419655, expected=24.000000 predicted=17.290084, expected=28.000000 predicted=20.662751, expected=44.000000 predicted=27.526816, expected=32.000000 predicted=20.600021, expected=8.000000 predicted=18.126692, expected=20.000000 predicted=25.307802, expected=12.000000 predicted=23.944482, expected=12.000000 predicted=22.799367, expected=16.000000 predicted=17.702029, expected=12.000000 predicted=12.826895, expected=4.000000 predicted=11.718253, expected=36.000000 predicted=18.595779, expected=20.000000 predicted=16.354213, expected=4.000000 predicted=12.681943, expected=20.000000 predicted=15.813463, expected=28.000000 predicted=19.867883, expected=36.000000 predicted=26.819556, expected=12.000000 predicted=17.022091, expected=20.000000 predicted=18.379573, expected=36.000000 predicted=27.176421, expected=12.000000 predicted=22.625335, expected=28.000000 predicted=25.229396, expected=36.000000 predicted=24.654931, expected=52.000000 predicted=33.333506, expected=12.000000 predicted=25.265033, expected=40.000000 predicted=29.974938, expected=16.000000 predicted=28.530675, expected=24.000000 predicted=30.764703, expected=28.000000 predicted=30.394886, expected=44.000000 predicted=29.031898, expected=60.000000 predicted=38.701886, expected=36.000000 predicted=31.572010, expected=32.000000 predicted=34.274595, expected=4.000000 predicted=29.057103, expected=40.000000 predicted=39.691641, expected=32.000000 predicted=36.878229, expected=32.000000 predicted=30.003803, expected=32.000000 predicted=28.077810, expected=24.000000 predicted=24.976588, expected=20.000000 predicted=29.510326, expected=48.000000 predicted=34.601255, expected=48.000000 predicted=35.870152, expected=20.000000 predicted=28.647226, expected=44.000000 predicted=34.028202, expected=24.000000 predicted=31.842995, expected=28.000000 predicted=36.117076, expected=60.000000 predicted=41.606378, expected=48.000000 predicted=37.136671, expected=20.000000 predicted=33.718315, expected=12.000000 predicted=27.833201, expected=16.000000 predicted=30.483777, expected=28.000000 predicted=35.061313, expected=40.000000 predicted=31.326510, expected=16.000000 predicted=19.437459, expected=16.000000 predicted=18.906141, expected=20.000000 predicted=22.224592, expected=32.000000 predicted=27.832192, expected=8.000000 predicted=20.836415, expected=12.000000 predicted=16.172987, expected=24.000000 predicted=19.811849, expected=16.000000 predicted=18.927319, expected=56.000000 predicted=29.700241, expected=4.000000 predicted=14.776746, expected=8.000000 predicted=17.153156, expected=16.000000 predicted=20.836733, expected=4.000000 predicted=17.710080, expected=28.000000 predicted=23.756990, expected=24.000000 predicted=13.888671, expected=8.000000 predicted=12.414826, expected=8.000000 predicted=12.946543, expected=12.000000 predicted=13.839837, expected=12.000000 predicted=16.823130, expected=12.000000 predicted=13.318135, expected=28.000000 predicted=14.735252, expected=20.000000 predicted=14.717033, expected=8.000000 predicted=13.135130, expected=16.000000 predicted=15.407011, expected=4.000000 predicted=13.598384, expected=12.000000 predicted=16.166067, expected=12.000000 predicted=12.600051, expected=4.000000 predicted=8.575384, expected=16.000000 predicted=11.666202, expected=28.000000 predicted=14.153612, expected=24.000000 predicted=16.184822, expected=28.000000 predicted=18.114261, expected=24.000000 predicted=18.865140, expected=32.000000 predicted=25.599217, expected=44.000000 predicted=31.694015, expected=20.000000 predicted=26.231568, expected=16.000000 predicted=25.204554, expected=8.000000 predicted=22.152278, expected=16.000000 predicted=24.421586, expected=24.000000 predicted=24.256791, expected=4.000000 predicted=13.157902, expected=20.000000 predicted=15.247885, expected=24.000000 predicted=16.543131, expected=32.000000 predicted=21.701882, expected=24.000000 predicted=20.437423, expected=28.000000 predicted=20.844508, expected=4.000000 predicted=18.714514, expected=8.000000 predicted=19.421012, expected=28.000000 predicted=23.795001, expected=8.000000 predicted=16.511585, expected=28.000000 predicted=19.199750, expected=4.000000 predicted=10.165891, expected=32.000000 predicted=20.034066, expected=12.000000 predicted=17.715408, expected=20.000000 predicted=17.311054, expected=8.000000 predicted=15.983091, expected=16.000000 predicted=15.436051, expected=12.000000 predicted=17.224991, expected=8.000000 predicted=12.195912, expected=12.000000 predicted=12.969979, expected=20.000000 predicted=13.642306, expected=24.000000 predicted=16.443072, expected=12.000000 predicted=13.130681, expected=40.000000 predicted=21.032301, expected=24.000000 predicted=21.041856, expected=40.000000 predicted=27.652779, expected=8.000000 predicted=20.903757, expected=20.000000 predicted=23.101447, expected=24.000000 predicted=27.430959, expected=8.000000 Test MSE: 115.855
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874])] predicted=14.960223, expected=20.000000 predicted=16.976345, expected=8.000000 predicted=16.277440, expected=12.000000 predicted=11.762873, expected=16.000000 predicted=13.286941, expected=32.000000 predicted=18.326261, expected=32.000000 predicted=21.374414, expected=4.000000 predicted=16.087001, expected=8.000000 predicted=15.106021, expected=4.000000 predicted=13.829460, expected=8.000000 predicted=15.887831, expected=24.000000 predicted=15.717081, expected=4.000000 predicted=8.379427, expected=4.000000 predicted=8.179196, expected=12.000000 predicted=7.794506, expected=28.000000 predicted=13.902829, expected=28.000000 predicted=18.855439, expected=12.000000 predicted=13.918649, expected=8.000000 predicted=12.978962, expected=4.000000 predicted=13.219462, expected=8.000000 predicted=15.136741, expected=4.000000 predicted=11.685856, expected=24.000000 predicted=11.051862, expected=4.000000 predicted=8.497303, expected=4.000000 predicted=7.398361, expected=16.000000 predicted=9.042586, expected=8.000000 predicted=9.501195, expected=20.000000 predicted=14.407039, expected=8.000000 predicted=9.022940, expected=32.000000 predicted=14.800478, expected=4.000000 predicted=14.103824, expected=4.000000 predicted=11.671677, expected=4.000000 predicted=10.736564, expected=12.000000 predicted=10.403510, expected=12.000000 predicted=13.494325, expected=8.000000 predicted=7.189879, expected=16.000000 predicted=8.902284, expected=4.000000 predicted=8.324764, expected=8.000000 predicted=9.854473, expected=24.000000 predicted=12.183009, expected=8.000000 predicted=11.316229, expected=24.000000 predicted=14.869148, expected=16.000000 predicted=12.696797, expected=12.000000 predicted=14.748577, expected=20.000000 predicted=17.440236, expected=24.000000 predicted=16.806014, expected=12.000000 predicted=18.535158, expected=8.000000 predicted=14.503946, expected=8.000000 predicted=12.547368, expected=72.000000 predicted=26.494934, expected=16.000000 predicted=24.700379, expected=32.000000 predicted=24.709725, expected=8.000000 predicted=19.303042, expected=20.000000 predicted=23.928920, expected=8.000000 predicted=28.785372, expected=24.000000 predicted=18.143449, expected=8.000000 predicted=17.538670, expected=16.000000 predicted=13.473360, expected=4.000000 predicted=12.853004, expected=12.000000 predicted=11.344488, expected=8.000000 predicted=12.542708, expected=12.000000 predicted=9.932145, expected=20.000000 predicted=12.664758, expected=12.000000 predicted=10.917155, expected=4.000000 predicted=10.810075, expected=4.000000 predicted=8.621000, expected=12.000000 predicted=10.378695, expected=8.000000 predicted=10.971948, expected=40.000000 predicted=14.834856, expected=40.000000 predicted=18.830951, expected=4.000000 predicted=16.819381, expected=8.000000 predicted=15.826870, expected=20.000000 predicted=17.336330, expected=16.000000 predicted=23.433411, expected=8.000000 predicted=18.105310, expected=4.000000 predicted=8.391413, expected=20.000000 predicted=12.069835, expected=4.000000 predicted=12.466017, expected=12.000000 predicted=11.211705, expected=20.000000 predicted=10.985654, expected=12.000000 predicted=11.609567, expected=16.000000 predicted=14.605067, expected=36.000000 predicted=16.293023, expected=8.000000 predicted=16.849234, expected=36.000000 predicted=21.865836, expected=4.000000 predicted=16.779801, expected=28.000000 predicted=21.061263, expected=36.000000 predicted=25.816679, expected=40.000000 predicted=25.633780, expected=8.000000 predicted=25.724340, expected=20.000000 predicted=19.560122, expected=28.000000 predicted=25.939916, expected=20.000000 predicted=26.674707, expected=12.000000 predicted=22.550441, expected=8.000000 predicted=14.018931, expected=4.000000 predicted=14.489449, expected=4.000000 predicted=13.157025, expected=8.000000 predicted=9.940482, expected=8.000000 predicted=7.762162, expected=8.000000 predicted=6.839748, expected=28.000000 predicted=10.366048, expected=4.000000 predicted=9.531460, expected=16.000000 predicted=11.663470, expected=12.000000 predicted=11.483927, expected=12.000000 predicted=12.862768, expected=12.000000 predicted=14.937062, expected=12.000000 predicted=10.478492, expected=8.000000 predicted=11.969060, expected=12.000000 predicted=11.126469, expected=4.000000 predicted=9.620720, expected=24.000000 predicted=12.436021, expected=4.000000 predicted=10.596155, expected=12.000000 predicted=10.401445, expected=12.000000 predicted=10.776489, expected=4.000000 predicted=9.165203, expected=20.000000 predicted=13.760145, expected=28.000000 predicted=13.367902, expected=4.000000 predicted=13.383719, expected=16.000000 predicted=13.290382, expected=12.000000 predicted=12.181882, expected=12.000000 predicted=15.751729, expected=4.000000 predicted=13.346102, expected=8.000000 predicted=8.270528, expected=24.000000 predicted=13.311611, expected=16.000000 predicted=13.319253, expected=48.000000 predicted=20.037734, expected=4.000000 predicted=15.958392, expected=8.000000 predicted=16.031814, expected=12.000000 predicted=17.056978, expected=8.000000 predicted=15.683928, expected=4.000000 predicted=16.608610, expected=12.000000 predicted=7.362138, expected=12.000000 predicted=9.298546, expected=16.000000 predicted=11.267780, expected=16.000000 predicted=11.276568, expected=52.000000 predicted=19.322513, expected=48.000000 predicted=27.385212, expected=8.000000 predicted=24.162287, expected=4.000000 predicted=20.289829, expected=4.000000 predicted=18.362027, expected=8.000000 predicted=22.612711, expected=8.000000 predicted=16.313173, expected=16.000000 predicted=8.560569, expected=36.000000 predicted=13.668537, expected=8.000000 predicted=12.948885, expected=8.000000 predicted=12.658655, expected=4.000000 predicted=10.841178, expected=20.000000 predicted=15.382934, expected=36.000000 predicted=21.909141, expected=48.000000 predicted=22.560118, expected=12.000000 predicted=20.169404, expected=4.000000 predicted=16.695157, expected=4.000000 predicted=17.559576, expected=16.000000 predicted=21.066812, expected=8.000000 predicted=18.461998, expected=4.000000 predicted=8.077923, expected=4.000000 predicted=5.553760, expected=8.000000 predicted=6.726511, expected=8.000000 predicted=8.777907, expected=4.000000 predicted=6.007887, expected=12.000000 predicted=6.487386, expected=4.000000 predicted=6.140067, expected=12.000000 predicted=8.151855, expected=24.000000 predicted=11.252758, expected=20.000000 predicted=12.940414, expected=4.000000 predicted=12.050354, expected=8.000000 predicted=9.994400, expected=16.000000 predicted=13.362913, expected=4.000000 predicted=13.406705, expected=8.000000 predicted=10.565251, expected=28.000000 predicted=11.427775, expected=24.000000 predicted=15.413478, expected=24.000000 predicted=18.203580, expected=16.000000 predicted=15.580792, expected=8.000000 predicted=15.757243, expected=8.000000 predicted=17.501022, expected=12.000000 predicted=15.505500, expected=20.000000 predicted=16.056062, expected=16.000000 predicted=14.098674, expected=28.000000 predicted=15.628174, expected=8.000000 predicted=14.103424, expected=12.000000 predicted=14.859625, expected=16.000000 predicted=16.203156, expected=8.000000 predicted=14.415828, expected=20.000000 predicted=16.738948, expected=4.000000 predicted=10.362691, expected=4.000000 predicted=9.994579, expected=20.000000 predicted=12.277255, expected=8.000000 predicted=10.601912, expected=28.000000 predicted=15.756321, expected=40.000000 predicted=17.904826, expected=36.000000 predicted=23.007492, expected=16.000000 predicted=23.650930, expected=32.000000 predicted=24.205176, expected=4.000000 predicted=24.067653, expected=16.000000 predicted=24.481108, expected=40.000000 predicted=25.799870, expected=20.000000 predicted=21.930395, expected=24.000000 predicted=23.891226, expected=16.000000 predicted=17.156282, expected=4.000000 predicted=18.015650, expected=12.000000 predicted=20.015062, expected=12.000000 predicted=14.676986, expected=4.000000 predicted=12.789022, expected=24.000000 predicted=12.969358, expected=20.000000 predicted=12.625050, expected=4.000000 predicted=12.418370, expected=4.000000 predicted=9.839206, expected=4.000000 predicted=8.020573, expected=4.000000 predicted=10.855353, expected=20.000000 predicted=11.235760, expected=20.000000 predicted=10.103198, expected=36.000000 predicted=15.916550, expected=52.000000 predicted=23.877199, expected=12.000000 predicted=21.986871, expected=20.000000 predicted=24.373891, expected=40.000000 predicted=28.232412, expected=24.000000 predicted=31.689500, expected=8.000000 predicted=27.413821, expected=40.000000 predicted=22.736445, expected=32.000000 predicted=27.211965, expected=4.000000 predicted=25.546643, expected=16.000000 predicted=19.321043, expected=4.000000 predicted=14.071500, expected=4.000000 predicted=17.950276, expected=12.000000 predicted=13.512636, expected=12.000000 predicted=8.531614, expected=20.000000 predicted=12.866723, expected=8.000000 predicted=9.331882, expected=12.000000 predicted=10.399282, expected=24.000000 predicted=14.701028, expected=32.000000 predicted=19.084075, expected=16.000000 predicted=19.303320, expected=8.000000 predicted=14.663816, expected=40.000000 predicted=21.488197, expected=8.000000 predicted=20.946424, expected=16.000000 predicted=21.185501, expected=12.000000 predicted=14.984164, expected=12.000000 predicted=14.727557, expected=8.000000 predicted=17.546397, expected=52.000000 predicted=19.641164, expected=8.000000 predicted=18.155451, expected=28.000000 predicted=20.183784, expected=4.000000 predicted=15.529936, expected=4.000000 predicted=14.764108, expected=28.000000 predicted=23.605594, expected=36.000000 predicted=19.066048, expected=40.000000 predicted=26.660874, expected=8.000000 predicted=17.594148, expected=12.000000 predicted=17.491643, expected=20.000000 predicted=22.745238, expected=12.000000 predicted=22.442262, expected=20.000000 predicted=21.122798, expected=32.000000 predicted=17.388279, expected=24.000000 predicted=20.107776, expected=28.000000 predicted=23.008105, expected=8.000000 predicted=18.263449, expected=4.000000 predicted=17.352158, expected=16.000000 predicted=18.779834, expected=4.000000 predicted=14.308654, expected=24.000000 predicted=16.433662, expected=12.000000 predicted=11.085187, expected=4.000000 predicted=9.629722, expected=28.000000 predicted=15.018228, expected=12.000000 predicted=13.072348, expected=12.000000 predicted=16.398288, expected=44.000000 predicted=19.260562, expected=20.000000 predicted=19.224139, expected=24.000000 predicted=24.475909, expected=12.000000 predicted=17.847632, expected=24.000000 predicted=21.200063, expected=12.000000 predicted=23.919265, expected=24.000000 predicted=19.792000, expected=4.000000 predicted=16.181880, expected=4.000000 predicted=12.020596, expected=12.000000 predicted=13.340911, expected=32.000000 predicted=16.007714, expected=24.000000 predicted=19.134204, expected=16.000000 predicted=14.610564, expected=16.000000 predicted=14.943673, expected=8.000000 predicted=15.934235, expected=48.000000 predicted=26.575542, expected=20.000000 predicted=23.053893, expected=16.000000 predicted=20.406345, expected=24.000000 predicted=19.985398, expected=8.000000 predicted=18.205674, expected=20.000000 predicted=24.941184, expected=24.000000 predicted=18.847217, expected=48.000000 predicted=25.230248, expected=24.000000 predicted=25.474254, expected=36.000000 predicted=25.466899, expected=16.000000 predicted=25.350608, expected=16.000000 predicted=25.697993, expected=16.000000 predicted=26.621497, expected=8.000000 predicted=18.756206, expected=48.000000 predicted=26.447224, expected=4.000000 predicted=17.718485, expected=8.000000 predicted=15.906410, expected=20.000000 predicted=15.329353, expected=8.000000 predicted=15.105476, expected=12.000000 predicted=19.684865, expected=40.000000 predicted=15.522379, expected=4.000000 predicted=14.725713, expected=4.000000 predicted=14.251772, expected=8.000000 predicted=9.864760, expected=4.000000 predicted=11.427595, expected=20.000000 predicted=16.834010, expected=20.000000 predicted=10.387680, expected=20.000000 predicted=12.909356, expected=4.000000 predicted=11.222594, expected=20.000000 predicted=13.144174, expected=4.000000 predicted=14.133574, expected=20.000000 predicted=15.764152, expected=12.000000 predicted=13.685472, expected=20.000000 predicted=13.138434, expected=20.000000 predicted=16.556565, expected=4.000000 predicted=11.766245, expected=12.000000 predicted=14.291030, expected=4.000000 predicted=10.767155, expected=4.000000 predicted=11.163698, expected=8.000000 predicted=9.357395, expected=16.000000 predicted=8.222168, expected=12.000000 predicted=10.213584, expected=24.000000 predicted=11.604968, expected=16.000000 predicted=12.609088, expected=8.000000 predicted=12.951309, expected=16.000000 predicted=14.606778, expected=20.000000 predicted=15.695215, expected=4.000000 predicted=15.297945, expected=12.000000 predicted=12.410700, expected=4.000000 predicted=9.204179, expected=8.000000 predicted=11.025384, expected=8.000000 predicted=10.060717, expected=16.000000 predicted=8.793699, expected=8.000000 predicted=9.695020, expected=20.000000 predicted=10.592036, expected=12.000000 predicted=11.477916, expected=12.000000 predicted=12.214491, expected=16.000000 predicted=13.855744, expected=20.000000 predicted=14.379984, expected=40.000000 predicted=21.904475, expected=12.000000 predicted=18.220274, expected=8.000000 predicted=16.214361, expected=12.000000 predicted=15.620963, expected=8.000000 predicted=16.260544, expected=8.000000 predicted=16.946619, expected=12.000000 predicted=10.052288, expected=12.000000 predicted=9.963551, expected=12.000000 predicted=10.984860, expected=12.000000 predicted=10.324751, expected=12.000000 predicted=10.870220, expected=28.000000 predicted=15.348790, expected=20.000000 predicted=16.391609, expected=12.000000 predicted=15.541295, expected=12.000000 predicted=14.348613, expected=20.000000 predicted=16.463810, expected=20.000000 predicted=20.061743, expected=8.000000 predicted=15.507572, expected=16.000000 predicted=13.866277, expected=16.000000 predicted=14.626435, expected=16.000000 predicted=16.738177, expected=12.000000 predicted=14.907013, expected=8.000000 predicted=11.462725, expected=12.000000 predicted=13.049873, expected=20.000000 predicted=14.575176, expected=28.000000 predicted=17.394541, expected=28.000000 predicted=18.730786, expected=12.000000 predicted=16.594006, expected=20.000000 predicted=18.344780, expected=4.000000 predicted=17.027512, expected=4.000000 predicted=16.018505, expected=4.000000 predicted=12.211447, expected=12.000000 predicted=9.755460, expected=12.000000 predicted=10.956074, expected=32.000000 predicted=12.535724, expected=12.000000 predicted=12.280398, expected=4.000000 predicted=10.946826, expected=24.000000 predicted=14.780400, expected=4.000000 predicted=13.773686, expected=4.000000 predicted=14.763166, expected=24.000000 predicted=11.867724, expected=4.000000 predicted=10.017422, expected=8.000000 predicted=12.603725, expected=12.000000 predicted=7.921502, expected=24.000000 predicted=12.882966, expected=4.000000 predicted=13.790419, expected=4.000000 predicted=7.934239, expected=4.000000 predicted=7.584692, expected=12.000000 predicted=10.283992, expected=36.000000 predicted=17.230267, expected=4.000000 predicted=10.505343, expected=8.000000 predicted=9.985773, expected=8.000000 predicted=9.174714, expected=20.000000 predicted=14.966319, expected=28.000000 predicted=20.676682, expected=12.000000 predicted=12.882280, expected=20.000000 predicted=15.037415, expected=12.000000 predicted=14.713801, expected=8.000000 predicted=16.343877, expected=4.000000 predicted=14.063531, expected=8.000000 Test MSE: 137.003
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102])] predicted=90.143448, expected=80.000000 predicted=80.487131, expected=40.000000 predicted=69.974184, expected=80.000000 predicted=62.772823, expected=36.000000 predicted=70.509188, expected=68.000000 predicted=82.329740, expected=96.000000 predicted=88.911036, expected=100.000000 predicted=70.672159, expected=40.000000 predicted=62.449214, expected=68.000000 predicted=60.196376, expected=64.000000 predicted=63.933499, expected=52.000000 predicted=64.825982, expected=40.000000 predicted=67.519574, expected=60.000000 predicted=51.103373, expected=60.000000 predicted=60.458571, expected=40.000000 predicted=49.569816, expected=60.000000 predicted=58.621918, expected=60.000000 predicted=50.612318, expected=32.000000 predicted=42.945919, expected=40.000000 predicted=50.893355, expected=76.000000 predicted=58.660890, expected=68.000000 predicted=60.245125, expected=44.000000 predicted=53.262458, expected=40.000000 predicted=42.037598, expected=32.000000 predicted=34.922069, expected=24.000000 predicted=42.933003, expected=48.000000 predicted=54.157293, expected=28.000000 predicted=32.943917, expected=100.000000 predicted=72.238097, expected=72.000000 predicted=55.452534, expected=36.000000 predicted=34.137700, expected=52.000000 predicted=58.224453, expected=88.000000 predicted=58.069785, expected=104.000000 predicted=95.417092, expected=80.000000 predicted=78.890539, expected=128.000000 predicted=94.123174, expected=76.000000 predicted=68.391139, expected=120.000000 predicted=105.964473, expected=88.000000 predicted=97.948469, expected=80.000000 predicted=78.235070, expected=80.000000 predicted=103.078481, expected=92.000000 predicted=82.031117, expected=84.000000 predicted=96.890295, expected=56.000000 predicted=71.005908, expected=60.000000 predicted=70.443360, expected=48.000000 predicted=60.099980, expected=80.000000 predicted=80.416200, expected=56.000000 predicted=66.546203, expected=80.000000 predicted=69.487647, expected=140.000000 predicted=105.812437, expected=104.000000 predicted=78.872242, expected=76.000000 predicted=84.603067, expected=84.000000 predicted=80.081016, expected=52.000000 predicted=61.347364, expected=76.000000 predicted=98.528801, expected=80.000000 predicted=87.723427, expected=100.000000 predicted=86.158174, expected=76.000000 predicted=81.584320, expected=96.000000 predicted=79.697928, expected=72.000000 predicted=75.719293, expected=40.000000 predicted=57.419597, expected=68.000000 predicted=82.060185, expected=104.000000 predicted=86.223036, expected=96.000000 predicted=91.197118, expected=116.000000 predicted=100.718484, expected=72.000000 predicted=64.802543, expected=60.000000 predicted=66.494917, expected=72.000000 predicted=85.913550, expected=64.000000 predicted=72.188288, expected=68.000000 predicted=85.614257, expected=84.000000 predicted=78.836083, expected=32.000000 predicted=44.905843, expected=52.000000 predicted=62.147364, expected=56.000000 predicted=58.494527, expected=56.000000 predicted=55.793735, expected=52.000000 predicted=66.175478, expected=76.000000 predicted=57.761467, expected=132.000000 predicted=95.268075, expected=48.000000 predicted=53.310167, expected=108.000000 predicted=91.289715, expected=64.000000 predicted=63.630296, expected=28.000000 predicted=45.715019, expected=36.000000 predicted=79.577611, expected=52.000000 predicted=44.710412, expected=96.000000 predicted=92.619346, expected=32.000000 predicted=46.938487, expected=52.000000 predicted=47.073312, expected=52.000000 predicted=47.984921, expected=40.000000 predicted=40.478671, expected=64.000000 predicted=76.111070, expected=76.000000 predicted=56.395920, expected=160.000000 predicted=109.851076, expected=68.000000 predicted=65.949762, expected=44.000000 predicted=52.515439, expected=36.000000 predicted=56.131117, expected=60.000000 predicted=57.713555, expected=88.000000 predicted=108.519561, expected=76.000000 predicted=70.871315, expected=108.000000 predicted=83.388093, expected=80.000000 predicted=65.878007, expected=40.000000 predicted=52.499984, expected=40.000000 predicted=63.667389, expected=44.000000 predicted=53.937098, expected=48.000000 predicted=66.677388, expected=104.000000 predicted=89.188674, expected=108.000000 predicted=77.884107, expected=28.000000 predicted=39.392679, expected=44.000000 predicted=52.873288, expected=44.000000 predicted=45.198442, expected=12.000000 predicted=43.774773, expected=72.000000 predicted=83.450356, expected=68.000000 predicted=48.540379, expected=84.000000 predicted=65.043837, expected=40.000000 predicted=48.414690, expected=28.000000 predicted=26.236692, expected=52.000000 predicted=59.545557, expected=20.000000 predicted=36.230120, expected=36.000000 predicted=53.811872, expected=68.000000 predicted=54.742785, expected=84.000000 predicted=56.513708, expected=48.000000 predicted=52.293127, expected=76.000000 predicted=57.163619, expected=72.000000 predicted=57.930174, expected=48.000000 predicted=55.460472, expected=72.000000 predicted=77.937483, expected=104.000000 predicted=77.805540, expected=160.000000 predicted=118.946285, expected=84.000000 predicted=83.519280, expected=32.000000 predicted=50.846649, expected=48.000000 predicted=64.525585, expected=20.000000 predicted=48.320569, expected=48.000000 predicted=85.968043, expected=108.000000 predicted=92.293253, expected=84.000000 predicted=59.660707, expected=32.000000 predicted=45.980148, expected=48.000000 predicted=44.305089, expected=52.000000 predicted=47.653695, expected=36.000000 predicted=60.643017, expected=44.000000 predicted=60.504164, expected=96.000000 predicted=66.739951, expected=112.000000 predicted=80.983449, expected=68.000000 predicted=64.634360, expected=48.000000 predicted=52.206567, expected=56.000000 predicted=53.869785, expected=44.000000 predicted=61.180478, expected=32.000000 predicted=62.672732, expected=80.000000 predicted=72.765212, expected=108.000000 predicted=78.124541, expected=32.000000 predicted=44.126350, expected=68.000000 predicted=65.182361, expected=44.000000 predicted=40.891358, expected=52.000000 predicted=58.390134, expected=68.000000 predicted=83.542530, expected=84.000000 predicted=59.786649, expected=56.000000 predicted=62.065345, expected=64.000000 predicted=58.936890, expected=116.000000 predicted=87.692029, expected=84.000000 predicted=74.442675, expected=52.000000 predicted=69.880928, expected=96.000000 predicted=83.384346, expected=76.000000 predicted=67.436466, expected=140.000000 predicted=124.249777, expected=88.000000 predicted=89.006903, expected=76.000000 predicted=70.730498, expected=44.000000 predicted=72.442826, expected=56.000000 predicted=61.939251, expected=52.000000 predicted=84.006116, expected=96.000000 predicted=86.924942, expected=112.000000 predicted=93.988062, expected=64.000000 predicted=58.777617, expected=24.000000 predicted=46.493817, expected=40.000000 predicted=48.057869, expected=52.000000 predicted=63.515494, expected=48.000000 predicted=68.636206, expected=76.000000 predicted=70.016504, expected=76.000000 predicted=54.643068, expected=56.000000 predicted=51.116656, expected=40.000000 predicted=49.439815, expected=40.000000 predicted=44.531826, expected=36.000000 predicted=50.284044, expected=40.000000 predicted=52.439008, expected=60.000000 predicted=56.247549, expected=84.000000 predicted=63.065738, expected=36.000000 predicted=39.735832, expected=60.000000 predicted=53.745307, expected=60.000000 predicted=52.351911, expected=64.000000 predicted=58.639141, expected=32.000000 predicted=55.795298, expected=96.000000 predicted=69.895253, expected=100.000000 predicted=79.572410, expected=72.000000 predicted=66.752346, expected=76.000000 predicted=77.720895, expected=56.000000 predicted=48.859541, expected=56.000000 predicted=70.957343, expected=28.000000 predicted=58.231060, expected=80.000000 predicted=73.169685, expected=76.000000 predicted=72.201495, expected=52.000000 predicted=53.536754, expected=76.000000 predicted=71.705677, expected=72.000000 predicted=53.522387, expected=68.000000 predicted=71.368650, expected=80.000000 predicted=79.307598, expected=136.000000 predicted=97.778306, expected=180.000000 predicted=131.890251, expected=216.000000 predicted=156.097891, expected=100.000000 predicted=98.379278, expected=160.000000 predicted=136.847179, expected=136.000000 predicted=137.072783, expected=72.000000 predicted=112.339211, expected=72.000000 predicted=135.863721, expected=56.000000 predicted=72.415208, expected=56.000000 predicted=91.226979, expected=60.000000 predicted=87.454052, expected=64.000000 predicted=65.065633, expected=108.000000 predicted=90.363537, expected=104.000000 predicted=83.527945, expected=56.000000 predicted=60.849830, expected=68.000000 predicted=70.843058, expected=32.000000 predicted=45.943929, expected=44.000000 predicted=65.892004, expected=52.000000 predicted=70.109241, expected=108.000000 predicted=80.616429, expected=100.000000 predicted=85.340629, expected=72.000000 predicted=60.811025, expected=48.000000 predicted=54.651912, expected=48.000000 predicted=50.895707, expected=56.000000 predicted=72.544386, expected=36.000000 predicted=58.908704, expected=76.000000 predicted=72.357680, expected=104.000000 predicted=78.322624, expected=48.000000 predicted=49.301970, expected=32.000000 predicted=49.262376, expected=76.000000 predicted=60.614533, expected=16.000000 predicted=36.116870, expected=68.000000 predicted=80.085484, expected=76.000000 predicted=63.731215, expected=80.000000 predicted=57.089444, expected=32.000000 predicted=55.830419, expected=36.000000 predicted=32.453056, expected=72.000000 predicted=67.248012, expected=48.000000 predicted=54.299811, expected=36.000000 predicted=55.292979, expected=72.000000 predicted=57.314355, expected=108.000000 predicted=73.608966, expected=68.000000 predicted=69.187827, expected=92.000000 predicted=79.229182, expected=76.000000 predicted=63.355287, expected=20.000000 predicted=42.748452, expected=40.000000 predicted=69.444091, expected=88.000000 predicted=73.520108, expected=48.000000 predicted=60.033975, expected=40.000000 predicted=58.663661, expected=72.000000 predicted=53.787844, expected=68.000000 predicted=52.418564, expected=60.000000 predicted=70.793258, expected=60.000000 predicted=58.416627, expected=76.000000 predicted=60.900305, expected=96.000000 predicted=83.412841, expected=44.000000 predicted=55.849711, expected=92.000000 predicted=81.183696, expected=48.000000 predicted=53.997907, expected=40.000000 predicted=53.924520, expected=60.000000 predicted=75.417263, expected=96.000000 predicted=68.593319, expected=80.000000 predicted=82.319279, expected=48.000000 predicted=53.580178, expected=72.000000 predicted=63.180078, expected=56.000000 predicted=55.818525, expected=32.000000 predicted=56.845931, expected=52.000000 predicted=64.134086, expected=92.000000 predicted=69.167928, expected=92.000000 predicted=79.474002, expected=60.000000 predicted=62.761355, expected=56.000000 predicted=53.008149, expected=56.000000 predicted=54.872044, expected=64.000000 predicted=71.287590, expected=56.000000 predicted=68.981551, expected=76.000000 predicted=68.855860, expected=120.000000 predicted=91.232002, expected=52.000000 predicted=55.327227, expected=52.000000 predicted=63.588200, expected=40.000000 predicted=50.248076, expected=44.000000 predicted=51.595544, expected=20.000000 predicted=58.767469, expected=44.000000 predicted=45.773166, expected=72.000000 predicted=60.244226, expected=20.000000 predicted=27.898304, expected=68.000000 predicted=60.653484, expected=44.000000 predicted=35.287090, expected=16.000000 predicted=27.192567, expected=44.000000 predicted=57.328338, expected=52.000000 predicted=35.257503, expected=92.000000 predicted=76.589308, expected=88.000000 predicted=70.567543, expected=24.000000 predicted=27.877457, expected=64.000000 predicted=61.033809, expected=68.000000 predicted=58.094827, expected=48.000000 predicted=61.316445, expected=60.000000 predicted=73.375562, expected=92.000000 predicted=63.122094, expected=36.000000 predicted=47.482746, expected=20.000000 predicted=44.871234, expected=28.000000 predicted=38.177986, expected=44.000000 predicted=43.783127, expected=68.000000 predicted=71.850662, expected=156.000000 predicted=101.893677, expected=124.000000 predicted=82.050512, expected=48.000000 predicted=51.683200, expected=48.000000 predicted=58.968069, expected=56.000000 predicted=57.568937, expected=44.000000 predicted=80.879148, expected=72.000000 predicted=89.870255, expected=68.000000 predicted=58.998457, expected=92.000000 predicted=73.016032, expected=36.000000 predicted=48.280798, expected=24.000000 predicted=36.917977, expected=52.000000 predicted=59.515944, expected=64.000000 predicted=58.120343, expected=104.000000 predicted=94.040979, expected=76.000000 predicted=61.973496, expected=120.000000 predicted=83.603065, expected=96.000000 predicted=80.904775, expected=116.000000 predicted=95.105668, expected=112.000000 predicted=110.756746, expected=56.000000 predicted=67.361376, expected=124.000000 predicted=122.227157, expected=104.000000 predicted=96.974047, expected=92.000000 predicted=100.082710, expected=56.000000 predicted=85.440281, expected=32.000000 predicted=45.178714, expected=24.000000 predicted=62.617504, expected=24.000000 predicted=51.442582, expected=56.000000 predicted=64.369438, expected=88.000000 predicted=69.932387, expected=128.000000 predicted=86.550660, expected=68.000000 predicted=56.066026, expected=20.000000 predicted=32.802061, expected=60.000000 predicted=61.593736, expected=80.000000 predicted=74.027524, expected=80.000000 predicted=92.523623, expected=116.000000 predicted=97.440269, expected=76.000000 predicted=57.348478, expected=48.000000 predicted=58.361091, expected=48.000000 predicted=64.425735, expected=52.000000 predicted=59.552708, expected=40.000000 predicted=66.753896, expected=40.000000 predicted=54.034670, expected=72.000000 predicted=60.461385, expected=76.000000 predicted=61.825179, expected=60.000000 predicted=58.034280, expected=36.000000 predicted=42.917160, expected=64.000000 predicted=55.006817, expected=48.000000 predicted=54.827343, expected=36.000000 predicted=51.442262, expected=92.000000 predicted=77.831921, expected=68.000000 predicted=52.624988, expected=32.000000 predicted=48.219043, expected=56.000000 predicted=57.413999, expected=60.000000 predicted=47.283275, expected=32.000000 predicted=53.859223, expected=56.000000 predicted=62.019828, expected=52.000000 predicted=43.127183, expected=92.000000 predicted=73.627472, expected=68.000000 predicted=65.188386, expected=44.000000 predicted=43.587288, expected=60.000000 predicted=61.605208, expected=32.000000 predicted=39.092873, expected=32.000000 predicted=54.811595, expected=80.000000 predicted=72.020685, expected=100.000000 predicted=71.653721, expected=72.000000 predicted=68.259674, expected=36.000000 predicted=43.101469, expected=36.000000 predicted=39.009035, expected=28.000000 predicted=46.146428, expected=40.000000 predicted=59.316656, expected=52.000000 predicted=57.039643, expected=56.000000 predicted=46.623805, expected=48.000000 predicted=44.562134, expected=36.000000 predicted=35.491689, expected=36.000000 predicted=38.694067, expected=36.000000 predicted=41.302833, expected=80.000000 predicted=66.361375, expected=72.000000 predicted=59.939270, expected=52.000000 predicted=48.462517, expected=40.000000 predicted=43.975200, expected=64.000000 predicted=52.174905, expected=20.000000 predicted=42.640877, expected=12.000000 predicted=37.707153, expected=40.000000 predicted=43.996361, expected=120.000000 predicted=78.214254, expected=60.000000 predicted=59.013115, expected=32.000000 predicted=36.827412, expected=36.000000 predicted=34.597434, expected=48.000000 predicted=40.003121, expected=44.000000 Test MSE: 762.713
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055])] predicted=14.312534, expected=4.000000 predicted=15.430031, expected=48.000000 predicted=21.571739, expected=28.000000 predicted=21.256260, expected=8.000000 predicted=17.291903, expected=20.000000 predicted=20.597842, expected=4.000000 predicted=20.353562, expected=44.000000 predicted=25.379225, expected=32.000000 predicted=20.755719, expected=44.000000 predicted=22.916952, expected=24.000000 predicted=27.125435, expected=8.000000 predicted=27.240663, expected=12.000000 predicted=29.982894, expected=8.000000 predicted=23.353074, expected=8.000000 predicted=18.186164, expected=8.000000 predicted=11.580016, expected=24.000000 predicted=10.969258, expected=36.000000 predicted=14.511360, expected=8.000000 predicted=13.793735, expected=16.000000 predicted=16.837981, expected=12.000000 predicted=18.508076, expected=16.000000 predicted=19.271168, expected=20.000000 predicted=17.834462, expected=4.000000 predicted=12.515596, expected=24.000000 predicted=15.481059, expected=20.000000 predicted=15.713856, expected=24.000000 predicted=17.154047, expected=16.000000 predicted=17.510806, expected=8.000000 predicted=16.464322, expected=4.000000 predicted=17.199872, expected=32.000000 predicted=17.853785, expected=28.000000 predicted=17.417267, expected=8.000000 predicted=14.655868, expected=16.000000 predicted=16.420992, expected=32.000000 predicted=20.594412, expected=4.000000 predicted=19.754685, expected=40.000000 predicted=20.943028, expected=16.000000 predicted=18.826906, expected=28.000000 predicted=22.156982, expected=8.000000 predicted=21.816652, expected=12.000000 predicted=19.076098, expected=8.000000 predicted=19.936308, expected=4.000000 predicted=13.446022, expected=36.000000 predicted=15.681768, expected=32.000000 predicted=14.808930, expected=20.000000 predicted=16.773186, expected=8.000000 predicted=18.146027, expected=8.000000 predicted=19.762916, expected=24.000000 predicted=22.558670, expected=24.000000 predicted=18.814733, expected=4.000000 predicted=13.909815, expected=8.000000 predicted=13.292777, expected=24.000000 predicted=16.149603, expected=36.000000 predicted=19.007604, expected=44.000000 predicted=20.851405, expected=4.000000 predicted=18.544406, expected=8.000000 predicted=22.171122, expected=36.000000 predicted=27.471400, expected=20.000000 predicted=24.428532, expected=8.000000 predicted=19.227438, expected=4.000000 predicted=14.472961, expected=64.000000 predicted=23.653011, expected=8.000000 predicted=21.045370, expected=4.000000 predicted=17.528184, expected=36.000000 predicted=22.676705, expected=24.000000 predicted=23.278310, expected=24.000000 predicted=25.281468, expected=24.000000 predicted=19.784701, expected=12.000000 predicted=21.374412, expected=20.000000 predicted=24.229963, expected=20.000000 predicted=21.067129, expected=28.000000 predicted=20.861342, expected=56.000000 predicted=24.887751, expected=32.000000 predicted=25.544160, expected=40.000000 predicted=31.712527, expected=16.000000 predicted=33.019240, expected=40.000000 predicted=36.883634, expected=12.000000 predicted=33.566317, expected=16.000000 predicted=27.005084, expected=20.000000 predicted=25.190364, expected=32.000000 predicted=22.636887, expected=8.000000 predicted=20.676165, expected=20.000000 predicted=18.376987, expected=28.000000 predicted=21.089182, expected=32.000000 predicted=22.366329, expected=12.000000 predicted=21.207410, expected=24.000000 predicted=21.265834, expected=8.000000 predicted=21.725990, expected=40.000000 predicted=24.037456, expected=24.000000 predicted=22.272438, expected=4.000000 predicted=18.273920, expected=8.000000 predicted=19.847652, expected=8.000000 predicted=17.246139, expected=16.000000 predicted=16.897734, expected=40.000000 predicted=15.251342, expected=16.000000 predicted=13.226711, expected=12.000000 predicted=16.224140, expected=32.000000 predicted=21.559849, expected=4.000000 predicted=20.349636, expected=40.000000 predicted=23.761760, expected=16.000000 predicted=19.453965, expected=20.000000 predicted=20.343612, expected=8.000000 predicted=20.916635, expected=24.000000 predicted=19.549608, expected=24.000000 predicted=21.766984, expected=48.000000 predicted=21.556898, expected=12.000000 predicted=21.217127, expected=8.000000 predicted=21.430050, expected=20.000000 predicted=24.994915, expected=8.000000 predicted=21.185537, expected=32.000000 predicted=20.972618, expected=52.000000 predicted=19.898104, expected=16.000000 predicted=20.207795, expected=12.000000 predicted=23.609884, expected=4.000000 predicted=23.405693, expected=12.000000 predicted=23.784471, expected=12.000000 predicted=18.833998, expected=4.000000 predicted=9.868995, expected=12.000000 predicted=9.408951, expected=8.000000 predicted=8.706781, expected=20.000000 predicted=10.901654, expected=48.000000 predicted=15.636419, expected=8.000000 predicted=14.457446, expected=4.000000 predicted=16.901981, expected=12.000000 predicted=18.968565, expected=12.000000 predicted=18.690861, expected=12.000000 predicted=15.976561, expected=4.000000 predicted=8.481711, expected=8.000000 predicted=9.052984, expected=12.000000 predicted=10.247687, expected=12.000000 predicted=9.634210, expected=12.000000 predicted=9.471958, expected=24.000000 predicted=11.382307, expected=4.000000 predicted=11.476636, expected=16.000000 predicted=13.485404, expected=20.000000 predicted=14.803913, expected=8.000000 predicted=13.694627, expected=20.000000 predicted=15.238267, expected=8.000000 predicted=12.748402, expected=8.000000 predicted=13.719720, expected=64.000000 predicted=20.326786, expected=28.000000 predicted=19.443962, expected=8.000000 predicted=21.220427, expected=12.000000 predicted=23.442305, expected=8.000000 predicted=24.162099, expected=4.000000 predicted=22.340771, expected=8.000000 predicted=11.925309, expected=48.000000 predicted=13.798795, expected=4.000000 predicted=11.703057, expected=44.000000 predicted=17.989794, expected=12.000000 predicted=19.609586, expected=16.000000 predicted=22.451617, expected=4.000000 predicted=23.037078, expected=8.000000 predicted=16.070701, expected=12.000000 predicted=16.924592, expected=4.000000 predicted=9.351005, expected=16.000000 predicted=9.862269, expected=4.000000 predicted=7.793606, expected=4.000000 predicted=8.136188, expected=44.000000 predicted=13.435104, expected=16.000000 predicted=12.706612, expected=20.000000 predicted=16.053944, expected=52.000000 predicted=22.652605, expected=24.000000 predicted=25.424274, expected=52.000000 predicted=33.595147, expected=24.000000 predicted=30.870456, expected=72.000000 predicted=40.048357, expected=12.000000 predicted=39.325159, expected=40.000000 predicted=37.768869, expected=32.000000 predicted=40.294395, expected=8.000000 predicted=32.631671, expected=36.000000 predicted=34.140142, expected=16.000000 predicted=24.751182, expected=24.000000 predicted=26.021878, expected=8.000000 predicted=21.157691, expected=16.000000 predicted=18.906846, expected=28.000000 predicted=21.368127, expected=20.000000 predicted=18.077338, expected=44.000000 predicted=21.940449, expected=36.000000 predicted=24.111430, expected=4.000000 predicted=24.697076, expected=4.000000 predicted=24.535276, expected=32.000000 predicted=25.207903, expected=48.000000 predicted=26.998379, expected=48.000000 predicted=25.529853, expected=80.000000 predicted=33.067751, expected=24.000000 predicted=37.887888, expected=16.000000 predicted=42.574165, expected=20.000000 predicted=42.582721, expected=4.000000 predicted=34.776788, expected=4.000000 predicted=25.989519, expected=72.000000 predicted=23.190097, expected=40.000000 predicted=23.463931, expected=12.000000 predicted=23.207821, expected=28.000000 predicted=27.084412, expected=12.000000 predicted=29.390167, expected=24.000000 predicted=33.099299, expected=40.000000 predicted=26.056566, expected=44.000000 predicted=25.319050, expected=12.000000 predicted=25.626235, expected=8.000000 predicted=23.831993, expected=28.000000 predicted=27.654023, expected=44.000000 predicted=29.831792, expected=16.000000 predicted=24.348671, expected=32.000000 predicted=22.673760, expected=24.000000 predicted=25.240371, expected=44.000000 predicted=31.392677, expected=48.000000 predicted=33.923359, expected=40.000000 predicted=32.514535, expected=36.000000 predicted=36.830377, expected=16.000000 predicted=35.150283, expected=40.000000 predicted=38.845277, expected=24.000000 predicted=34.753305, expected=16.000000 predicted=29.113017, expected=76.000000 predicted=34.589812, expected=40.000000 predicted=33.172019, expected=8.000000 predicted=33.328936, expected=16.000000 predicted=31.635147, expected=72.000000 predicted=39.469111, expected=20.000000 predicted=37.776477, expected=12.000000 predicted=27.924429, expected=56.000000 predicted=31.669982, expected=56.000000 predicted=37.011571, expected=24.000000 predicted=38.862098, expected=36.000000 predicted=34.650532, expected=16.000000 predicted=34.225678, expected=24.000000 predicted=37.230247, expected=8.000000 predicted=28.770105, expected=32.000000 predicted=24.022143, expected=4.000000 predicted=20.089932, expected=16.000000 predicted=17.095025, expected=28.000000 predicted=19.113878, expected=4.000000 predicted=14.505490, expected=8.000000 predicted=16.271215, expected=36.000000 predicted=16.219563, expected=16.000000 predicted=16.628104, expected=8.000000 predicted=16.634385, expected=20.000000 predicted=15.980577, expected=32.000000 predicted=19.580062, expected=24.000000 predicted=21.824796, expected=8.000000 predicted=17.695460, expected=12.000000 predicted=18.296762, expected=8.000000 predicted=18.274907, expected=8.000000 predicted=16.081950, expected=40.000000 predicted=16.680128, expected=4.000000 predicted=11.585281, expected=40.000000 predicted=18.382149, expected=4.000000 predicted=16.812579, expected=8.000000 predicted=17.860991, expected=12.000000 predicted=19.764761, expected=16.000000 predicted=13.855131, expected=48.000000 predicted=20.819255, expected=40.000000 predicted=18.632935, expected=20.000000 predicted=22.290481, expected=156.000000 predicted=47.203442, expected=20.000000 predicted=45.146444, expected=16.000000 predicted=53.043240, expected=12.000000 predicted=49.521358, expected=20.000000 predicted=43.718214, expected=4.000000 predicted=41.807370, expected=16.000000 predicted=15.116057, expected=24.000000 predicted=15.239954, expected=56.000000 predicted=20.936439, expected=16.000000 predicted=21.084554, expected=16.000000 predicted=22.231597, expected=8.000000 predicted=23.875781, expected=60.000000 predicted=30.160922, expected=8.000000 predicted=26.319736, expected=28.000000 predicted=22.701719, expected=8.000000 predicted=22.435048, expected=20.000000 predicted=21.971156, expected=16.000000 predicted=24.343223, expected=48.000000 predicted=20.423326, expected=20.000000 predicted=22.397435, expected=24.000000 predicted=22.217489, expected=8.000000 predicted=23.665601, expected=20.000000 predicted=23.060022, expected=12.000000 predicted=22.892748, expected=32.000000 predicted=19.043271, expected=52.000000 predicted=23.888641, expected=8.000000 predicted=20.334375, expected=24.000000 predicted=25.457454, expected=4.000000 predicted=23.017247, expected=4.000000 predicted=21.443470, expected=28.000000 predicted=21.415992, expected=20.000000 predicted=13.597589, expected=12.000000 predicted=14.991568, expected=24.000000 predicted=15.402842, expected=24.000000 predicted=18.084803, expected=16.000000 predicted=20.507188, expected=28.000000 predicted=20.817660, expected=28.000000 predicted=21.514437, expected=24.000000 predicted=23.608378, expected=8.000000 predicted=21.674474, expected=16.000000 predicted=20.675954, expected=12.000000 predicted=19.934416, expected=20.000000 predicted=18.138900, expected=8.000000 predicted=14.791174, expected=12.000000 predicted=12.682358, expected=32.000000 predicted=16.718332, expected=16.000000 predicted=15.689696, expected=4.000000 predicted=15.426103, expected=16.000000 predicted=15.429458, expected=4.000000 predicted=14.065529, expected=16.000000 predicted=15.131553, expected=24.000000 predicted=13.197438, expected=12.000000 Test MSE: 338.940
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784])] predicted=77.022573, expected=68.000000 predicted=54.483370, expected=44.000000 predicted=54.331011, expected=16.000000 predicted=31.983506, expected=24.000000 predicted=36.755923, expected=40.000000 predicted=57.615688, expected=44.000000 predicted=45.746358, expected=68.000000 predicted=48.735268, expected=60.000000 predicted=40.908716, expected=24.000000 predicted=33.263411, expected=36.000000 predicted=43.293039, expected=36.000000 predicted=41.359360, expected=76.000000 predicted=59.521788, expected=64.000000 predicted=56.096973, expected=48.000000 predicted=41.593012, expected=44.000000 predicted=47.668425, expected=68.000000 predicted=53.624263, expected=28.000000 predicted=51.279460, expected=56.000000 predicted=56.085422, expected=20.000000 predicted=39.392636, expected=72.000000 predicted=51.491242, expected=52.000000 predicted=55.765111, expected=52.000000 predicted=41.277135, expected=16.000000 predicted=42.774627, expected=8.000000 predicted=23.715308, expected=12.000000 predicted=38.230943, expected=88.000000 predicted=53.086359, expected=80.000000 predicted=53.659091, expected=24.000000 predicted=28.178262, expected=4.000000 predicted=25.207560, expected=32.000000 predicted=30.917235, expected=12.000000 predicted=40.820690, expected=72.000000 predicted=56.774684, expected=72.000000 predicted=43.439974, expected=28.000000 predicted=23.990799, expected=68.000000 predicted=53.123600, expected=24.000000 predicted=30.735042, expected=24.000000 predicted=45.539967, expected=40.000000 predicted=51.850970, expected=112.000000 predicted=58.211708, expected=72.000000 predicted=62.453838, expected=104.000000 predicted=65.055776, expected=44.000000 predicted=52.842935, expected=60.000000 predicted=58.626052, expected=28.000000 predicted=71.537460, expected=28.000000 predicted=49.146712, expected=88.000000 predicted=79.688655, expected=104.000000 predicted=64.784536, expected=24.000000 predicted=47.157072, expected=100.000000 predicted=67.892815, expected=60.000000 predicted=55.164876, expected=60.000000 predicted=68.859859, expected=12.000000 predicted=63.211546, expected=8.000000 predicted=26.980997, expected=36.000000 predicted=57.435737, expected=24.000000 predicted=34.400445, expected=96.000000 predicted=59.929184, expected=24.000000 predicted=26.052602, expected=40.000000 predicted=30.369471, expected=108.000000 predicted=68.263222, expected=68.000000 predicted=48.252737, expected=108.000000 predicted=89.785170, expected=64.000000 predicted=59.588712, expected=24.000000 predicted=47.820003, expected=36.000000 predicted=71.832747, expected=64.000000 predicted=61.186720, expected=20.000000 predicted=55.283490, expected=76.000000 predicted=60.116488, expected=160.000000 predicted=80.685627, expected=40.000000 predicted=48.113615, expected=8.000000 predicted=52.184676, expected=68.000000 predicted=57.719834, expected=28.000000 predicted=49.606689, expected=52.000000 predicted=82.582679, expected=76.000000 predicted=54.892869, expected=68.000000 predicted=41.505721, expected=56.000000 predicted=61.461189, expected=20.000000 predicted=37.484797, expected=4.000000 predicted=36.032518, expected=52.000000 predicted=54.873786, expected=28.000000 predicted=40.302514, expected=108.000000 predicted=64.281398, expected=88.000000 predicted=53.871408, expected=80.000000 predicted=50.135595, expected=20.000000 predicted=52.335646, expected=48.000000 predicted=48.803960, expected=20.000000 predicted=61.082625, expected=16.000000 predicted=45.473897, expected=72.000000 predicted=61.855243, expected=28.000000 predicted=26.553893, expected=24.000000 predicted=35.596090, expected=16.000000 predicted=25.788089, expected=28.000000 predicted=23.728840, expected=48.000000 predicted=48.150758, expected=28.000000 predicted=27.591078, expected=84.000000 predicted=47.708225, expected=144.000000 predicted=71.487497, expected=28.000000 predicted=41.486665, expected=52.000000 predicted=61.048409, expected=32.000000 predicted=46.698847, expected=48.000000 predicted=59.597883, expected=52.000000 predicted=80.202370, expected=80.000000 predicted=50.876224, expected=12.000000 predicted=38.784526, expected=24.000000 predicted=35.010188, expected=80.000000 predicted=58.197535, expected=40.000000 predicted=42.798178, expected=44.000000 predicted=55.895671, expected=32.000000 predicted=32.385980, expected=84.000000 predicted=50.885023, expected=28.000000 predicted=51.966182, expected=84.000000 predicted=57.574932, expected=36.000000 predicted=47.298431, expected=48.000000 predicted=43.369523, expected=28.000000 predicted=56.131695, expected=28.000000 predicted=32.196734, expected=64.000000 predicted=61.956938, expected=72.000000 predicted=49.009506, expected=56.000000 predicted=50.818671, expected=52.000000 predicted=46.815540, expected=8.000000 predicted=31.724103, expected=24.000000 predicted=44.140594, expected=12.000000 predicted=38.760772, expected=72.000000 predicted=49.281642, expected=48.000000 predicted=43.614243, expected=60.000000 predicted=35.496517, expected=12.000000 predicted=30.155334, expected=28.000000 predicted=27.826056, expected=16.000000 predicted=41.796381, expected=128.000000 predicted=67.221897, expected=112.000000 predicted=73.882067, expected=84.000000 predicted=54.958500, expected=76.000000 predicted=68.208832, expected=52.000000 predicted=53.744755, expected=44.000000 predicted=82.867726, expected=24.000000 predicted=65.708700, expected=40.000000 predicted=56.392324, expected=112.000000 predicted=77.056932, expected=36.000000 predicted=46.019926, expected=28.000000 predicted=42.563180, expected=32.000000 predicted=39.411394, expected=8.000000 predicted=28.548681, expected=60.000000 predicted=66.734712, expected=80.000000 predicted=49.914945, expected=32.000000 predicted=33.499111, expected=32.000000 predicted=38.709754, expected=8.000000 predicted=21.966924, expected=32.000000 predicted=41.186170, expected=28.000000 predicted=44.724061, expected=28.000000 predicted=27.234050, expected=48.000000 predicted=36.048719, expected=84.000000 predicted=42.317953, expected=28.000000 predicted=35.026992, expected=28.000000 predicted=35.128119, expected=16.000000 predicted=31.069115, expected=4.000000 predicted=27.081336, expected=16.000000 predicted=39.909987, expected=168.000000 predicted=72.649529, expected=20.000000 predicted=30.994782, expected=84.000000 predicted=51.788919, expected=36.000000 predicted=42.748630, expected=40.000000 predicted=36.143497, expected=40.000000 predicted=88.885123, expected=12.000000 predicted=24.611815, expected=108.000000 predicted=75.345783, expected=56.000000 predicted=47.381958, expected=32.000000 predicted=41.077489, expected=40.000000 predicted=47.385224, expected=76.000000 predicted=46.567153, expected=48.000000 predicted=68.212779, expected=32.000000 predicted=45.982633, expected=68.000000 predicted=51.042256, expected=80.000000 predicted=57.471255, expected=60.000000 predicted=63.818187, expected=32.000000 predicted=48.016768, expected=20.000000 predicted=37.435523, expected=40.000000 predicted=50.979451, expected=8.000000 predicted=40.431821, expected=68.000000 predicted=50.726491, expected=36.000000 predicted=34.646990, expected=16.000000 predicted=23.281062, expected=32.000000 predicted=36.917606, expected=28.000000 predicted=23.031501, expected=52.000000 predicted=48.565472, expected=44.000000 predicted=37.905745, expected=124.000000 predicted=60.009730, expected=20.000000 predicted=38.962166, expected=20.000000 predicted=35.600215, expected=4.000000 predicted=38.757289, expected=48.000000 predicted=40.182837, expected=8.000000 predicted=51.835021, expected=40.000000 predicted=25.891455, expected=68.000000 predicted=39.573873, expected=40.000000 predicted=26.576107, expected=36.000000 predicted=42.359134, expected=28.000000 predicted=28.196472, expected=8.000000 predicted=28.772030, expected=32.000000 predicted=42.348224, expected=8.000000 predicted=24.051816, expected=12.000000 predicted=21.284705, expected=20.000000 predicted=21.779232, expected=32.000000 predicted=18.200575, expected=8.000000 predicted=19.355207, expected=4.000000 predicted=10.057900, expected=4.000000 predicted=10.798023, expected=4.000000 predicted=10.671060, expected=4.000000 predicted=13.265768, expected=4.000000 predicted=5.091812, expected=28.000000 predicted=11.897402, expected=36.000000 predicted=16.680747, expected=16.000000 predicted=12.595254, expected=16.000000 predicted=14.483423, expected=36.000000 predicted=21.489085, expected=28.000000 predicted=26.355640, expected=32.000000 predicted=30.629751, expected=8.000000 predicted=17.913775, expected=68.000000 predicted=36.325379, expected=64.000000 predicted=44.961819, expected=4.000000 predicted=23.876366, expected=32.000000 predicted=35.749403, expected=20.000000 predicted=22.727920, expected=16.000000 predicted=35.245728, expected=104.000000 predicted=63.361023, expected=8.000000 predicted=17.893284, expected=36.000000 predicted=34.931901, expected=16.000000 predicted=28.740633, expected=16.000000 predicted=20.492829, expected=40.000000 predicted=55.014074, expected=28.000000 predicted=20.238417, expected=80.000000 predicted=46.860235, expected=24.000000 predicted=28.090164, expected=24.000000 predicted=27.274156, expected=32.000000 predicted=38.518514, expected=32.000000 predicted=31.277756, expected=52.000000 predicted=52.949938, expected=20.000000 predicted=26.668258, expected=56.000000 predicted=37.833803, expected=8.000000 predicted=27.450354, expected=40.000000 predicted=33.949328, expected=108.000000 predicted=64.336550, expected=168.000000 predicted=79.521802, expected=52.000000 predicted=64.564222, expected=8.000000 predicted=38.375690, expected=100.000000 predicted=77.546973, expected=40.000000 predicted=72.145634, expected=24.000000 predicted=78.746739, expected=56.000000 predicted=53.730339, expected=88.000000 predicted=48.087975, expected=72.000000 predicted=73.537771, expected=48.000000 predicted=50.819069, expected=80.000000 predicted=58.505998, expected=56.000000 predicted=60.620207, expected=16.000000 predicted=54.782436, expected=64.000000 predicted=63.255075, expected=68.000000 predicted=55.379668, expected=52.000000 predicted=59.119412, expected=36.000000 predicted=49.252767, expected=32.000000 predicted=34.805248, expected=4.000000 predicted=37.261281, expected=44.000000 predicted=46.748470, expected=84.000000 predicted=54.470633, expected=32.000000 predicted=34.899091, expected=8.000000 predicted=28.886450, expected=84.000000 predicted=45.422194, expected=32.000000 predicted=39.752547, expected=20.000000 predicted=46.845361, expected=40.000000 predicted=39.165442, expected=36.000000 predicted=27.040441, expected=52.000000 predicted=55.078259, expected=32.000000 predicted=34.281715, expected=48.000000 predicted=36.123584, expected=92.000000 predicted=58.551451, expected=24.000000 predicted=37.580403, expected=64.000000 predicted=56.250416, expected=76.000000 predicted=56.490796, expected=48.000000 predicted=50.662516, expected=132.000000 predicted=93.659853, expected=24.000000 predicted=43.453210, expected=76.000000 predicted=69.870719, expected=44.000000 predicted=65.982684, expected=48.000000 predicted=51.798302, expected=40.000000 predicted=73.946623, expected=72.000000 predicted=48.395019, expected=20.000000 predicted=48.834277, expected=40.000000 predicted=42.968522, expected=64.000000 predicted=52.270053, expected=28.000000 predicted=37.246825, expected=16.000000 predicted=42.622141, expected=36.000000 predicted=31.893128, expected=12.000000 predicted=27.792358, expected=28.000000 predicted=37.352959, expected=32.000000 predicted=27.958730, expected=36.000000 predicted=25.440654, expected=52.000000 predicted=38.544320, expected=24.000000 predicted=24.763887, expected=36.000000 predicted=33.667734, expected=156.000000 predicted=74.659248, expected=180.000000 predicted=93.523978, expected=240.000000 predicted=135.224158, expected=4.000000 predicted=66.097316, expected=280.000000 predicted=152.207899, expected=172.000000 predicted=172.999828, expected=96.000000 predicted=144.199808, expected=44.000000 predicted=153.864635, expected=4.000000 predicted=53.937271, expected=12.000000 predicted=110.723892, expected=60.000000 predicted=80.968234, expected=28.000000 predicted=46.763965, expected=80.000000 predicted=49.886262, expected=32.000000 predicted=31.534370, expected=76.000000 predicted=46.605878, expected=28.000000 predicted=49.320684, expected=100.000000 predicted=59.527564, expected=44.000000 predicted=62.672582, expected=36.000000 predicted=42.725362, expected=16.000000 predicted=48.988314, expected=24.000000 predicted=31.371038, expected=56.000000 predicted=57.676072, expected=4.000000 predicted=26.098155, expected=36.000000 predicted=31.494330, expected=44.000000 predicted=31.863317, expected=72.000000 predicted=42.497229, expected=24.000000 predicted=40.879855, expected=72.000000 predicted=41.997754, expected=44.000000 predicted=46.717238, expected=8.000000 predicted=33.384426, expected=8.000000 predicted=38.038493, expected=64.000000 predicted=38.684185, expected=32.000000 predicted=42.058104, expected=56.000000 predicted=42.112507, expected=68.000000 predicted=42.981937, expected=8.000000 predicted=25.158265, expected=36.000000 predicted=45.894563, expected=44.000000 predicted=39.745099, expected=40.000000 predicted=41.797454, expected=32.000000 predicted=43.470208, expected=56.000000 predicted=35.615081, expected=56.000000 predicted=45.431466, expected=20.000000 predicted=36.767364, expected=28.000000 predicted=36.754786, expected=96.000000 predicted=55.795631, expected=48.000000 predicted=50.620146, expected=72.000000 predicted=58.997802, expected=8.000000 predicted=34.791390, expected=20.000000 predicted=32.892464, expected=56.000000 predicted=60.034071, expected=16.000000 predicted=31.676379, expected=48.000000 predicted=46.085316, expected=32.000000 predicted=27.951163, expected=32.000000 predicted=29.296330, expected=4.000000 predicted=30.522283, expected=32.000000 predicted=24.900774, expected=76.000000 predicted=48.242066, expected=16.000000 predicted=28.231786, expected=88.000000 predicted=51.265576, expected=48.000000 predicted=40.064628, expected=44.000000 predicted=43.502903, expected=36.000000 predicted=54.663843, expected=24.000000 predicted=31.416450, expected=28.000000 predicted=47.881114, expected=28.000000 predicted=34.869973, expected=92.000000 predicted=53.359560, expected=40.000000 predicted=41.589670, expected=24.000000 predicted=33.114788, expected=4.000000 predicted=28.650952, expected=4.000000 Test MSE: 1388.406
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216])] predicted=35.792138, expected=12.000000 predicted=27.074157, expected=36.000000 predicted=38.833180, expected=16.000000 predicted=28.742984, expected=24.000000 predicted=38.994495, expected=32.000000 predicted=35.561480, expected=32.000000 predicted=23.184000, expected=56.000000 predicted=39.911187, expected=32.000000 predicted=28.865753, expected=44.000000 predicted=36.163297, expected=16.000000 predicted=30.479778, expected=60.000000 predicted=42.217493, expected=60.000000 predicted=51.309052, expected=32.000000 predicted=35.905697, expected=52.000000 predicted=48.061935, expected=24.000000 predicted=30.951011, expected=32.000000 predicted=43.112306, expected=56.000000 predicted=50.114554, expected=16.000000 predicted=28.943825, expected=24.000000 predicted=35.967296, expected=60.000000 predicted=39.271514, expected=32.000000 predicted=32.997623, expected=36.000000 predicted=41.970045, expected=16.000000 predicted=24.993961, expected=28.000000 predicted=28.724521, expected=32.000000 predicted=38.709847, expected=12.000000 predicted=23.207901, expected=32.000000 predicted=29.967832, expected=52.000000 predicted=31.509643, expected=20.000000 predicted=26.294449, expected=20.000000 predicted=28.055160, expected=28.000000 predicted=24.570753, expected=60.000000 predicted=39.361060, expected=40.000000 predicted=40.505492, expected=44.000000 predicted=35.148092, expected=24.000000 predicted=30.828909, expected=40.000000 predicted=36.576634, expected=32.000000 predicted=41.988685, expected=24.000000 predicted=32.229179, expected=36.000000 predicted=36.655740, expected=60.000000 predicted=38.916906, expected=72.000000 predicted=49.830639, expected=16.000000 predicted=33.179310, expected=16.000000 predicted=30.938730, expected=60.000000 predicted=46.087484, expected=28.000000 predicted=39.541250, expected=16.000000 predicted=38.438581, expected=64.000000 predicted=38.871895, expected=40.000000 predicted=31.317234, expected=28.000000 predicted=41.328843, expected=32.000000 predicted=34.694442, expected=40.000000 predicted=32.000151, expected=16.000000 predicted=36.650923, expected=36.000000 predicted=35.258655, expected=48.000000 predicted=35.497529, expected=48.000000 predicted=37.396766, expected=36.000000 predicted=38.660273, expected=68.000000 predicted=43.741535, expected=24.000000 predicted=36.562209, expected=36.000000 predicted=43.090324, expected=48.000000 predicted=46.174175, expected=40.000000 predicted=38.143854, expected=28.000000 predicted=44.287808, expected=28.000000 predicted=31.131107, expected=20.000000 predicted=30.075243, expected=12.000000 predicted=28.488699, expected=20.000000 predicted=26.633883, expected=20.000000 predicted=21.676491, expected=36.000000 predicted=26.694024, expected=60.000000 predicted=34.353977, expected=36.000000 predicted=28.033459, expected=24.000000 predicted=29.423002, expected=48.000000 predicted=37.300330, expected=44.000000 predicted=39.103894, expected=56.000000 predicted=50.517530, expected=52.000000 predicted=44.930045, expected=28.000000 predicted=34.946360, expected=16.000000 predicted=37.007571, expected=16.000000 predicted=31.891903, expected=28.000000 predicted=34.989901, expected=28.000000 predicted=32.209830, expected=28.000000 predicted=25.996323, expected=48.000000 predicted=30.709447, expected=20.000000 predicted=23.220307, expected=32.000000 predicted=31.151351, expected=24.000000 predicted=28.391090, expected=36.000000 predicted=30.709290, expected=20.000000 predicted=31.566855, expected=48.000000 predicted=32.309972, expected=36.000000 predicted=33.356082, expected=28.000000 predicted=29.167072, expected=20.000000 predicted=30.796593, expected=20.000000 predicted=24.007883, expected=68.000000 predicted=46.206268, expected=28.000000 predicted=31.604659, expected=28.000000 predicted=31.483462, expected=28.000000 predicted=30.231937, expected=24.000000 predicted=26.076501, expected=24.000000 predicted=38.212591, expected=40.000000 predicted=31.189260, expected=36.000000 predicted=30.634709, expected=20.000000 predicted=26.706944, expected=44.000000 predicted=33.777977, expected=44.000000 predicted=33.959768, expected=64.000000 predicted=46.217837, expected=48.000000 predicted=43.531062, expected=12.000000 predicted=28.887544, expected=32.000000 predicted=40.460693, expected=20.000000 predicted=32.602482, expected=52.000000 predicted=45.551810, expected=24.000000 predicted=33.263577, expected=48.000000 predicted=31.551599, expected=24.000000 predicted=31.713902, expected=24.000000 predicted=26.945175, expected=40.000000 predicted=40.513812, expected=24.000000 predicted=26.557970, expected=20.000000 predicted=31.586581, expected=52.000000 predicted=34.852197, expected=36.000000 predicted=30.598772, expected=52.000000 predicted=41.796286, expected=24.000000 predicted=31.041884, expected=44.000000 predicted=35.573562, expected=12.000000 predicted=34.213066, expected=32.000000 predicted=32.747726, expected=4.000000 predicted=27.620583, expected=48.000000 predicted=30.153653, expected=24.000000 predicted=30.468269, expected=60.000000 predicted=32.290210, expected=40.000000 predicted=37.336032, expected=8.000000 predicted=19.360604, expected=24.000000 predicted=35.999964, expected=56.000000 predicted=36.291570, expected=36.000000 predicted=40.252843, expected=8.000000 predicted=27.471953, expected=36.000000 predicted=27.304344, expected=12.000000 predicted=22.376809, expected=16.000000 predicted=29.671019, expected=32.000000 predicted=28.921034, expected=52.000000 predicted=26.943678, expected=48.000000 predicted=37.214554, expected=24.000000 predicted=26.335867, expected=44.000000 predicted=34.882069, expected=8.000000 predicted=27.385169, expected=16.000000 predicted=31.624864, expected=28.000000 predicted=32.544026, expected=28.000000 predicted=23.509694, expected=24.000000 predicted=29.032025, expected=32.000000 predicted=22.391216, expected=16.000000 predicted=20.374236, expected=32.000000 predicted=28.105897, expected=36.000000 predicted=29.924268, expected=28.000000 predicted=26.573415, expected=60.000000 predicted=40.456764, expected=76.000000 predicted=44.258755, expected=28.000000 predicted=37.506397, expected=12.000000 predicted=34.756253, expected=24.000000 predicted=32.846117, expected=16.000000 predicted=33.547060, expected=44.000000 predicted=44.329698, expected=32.000000 predicted=28.142328, expected=12.000000 predicted=18.346825, expected=24.000000 predicted=25.990665, expected=24.000000 predicted=22.100244, expected=36.000000 predicted=32.766727, expected=56.000000 predicted=37.405913, expected=32.000000 predicted=27.116450, expected=56.000000 predicted=40.326585, expected=56.000000 predicted=42.822071, expected=36.000000 predicted=40.520966, expected=20.000000 predicted=41.323234, expected=48.000000 predicted=40.757502, expected=20.000000 predicted=36.873553, expected=48.000000 predicted=43.919480, expected=40.000000 predicted=37.370495, expected=52.000000 predicted=36.635951, expected=28.000000 predicted=39.771583, expected=16.000000 predicted=26.704743, expected=28.000000 predicted=36.468263, expected=12.000000 predicted=26.030874, expected=16.000000 predicted=28.266377, expected=32.000000 predicted=25.845038, expected=72.000000 predicted=35.973983, expected=32.000000 predicted=31.547812, expected=24.000000 predicted=27.091621, expected=40.000000 predicted=34.126073, expected=12.000000 predicted=26.882873, expected=28.000000 predicted=40.927648, expected=20.000000 predicted=26.004536, expected=52.000000 predicted=32.466710, expected=40.000000 predicted=36.167350, expected=16.000000 predicted=22.041918, expected=36.000000 predicted=33.495288, expected=28.000000 predicted=27.519422, expected=36.000000 predicted=37.753490, expected=28.000000 predicted=32.714433, expected=32.000000 predicted=27.008572, expected=52.000000 predicted=39.605035, expected=32.000000 predicted=32.343917, expected=36.000000 predicted=36.593965, expected=52.000000 predicted=40.213386, expected=28.000000 predicted=33.939733, expected=44.000000 predicted=44.281296, expected=72.000000 predicted=48.358114, expected=12.000000 predicted=32.288702, expected=24.000000 predicted=39.637274, expected=28.000000 predicted=31.763996, expected=36.000000 predicted=35.090986, expected=48.000000 predicted=47.049130, expected=36.000000 predicted=28.397929, expected=68.000000 predicted=43.915193, expected=44.000000 predicted=40.689093, expected=32.000000 predicted=39.886329, expected=40.000000 predicted=45.221823, expected=40.000000 predicted=39.818220, expected=48.000000 predicted=50.109282, expected=20.000000 predicted=34.989701, expected=44.000000 predicted=38.052640, expected=32.000000 predicted=36.372110, expected=20.000000 predicted=31.288725, expected=40.000000 predicted=38.891514, expected=28.000000 predicted=27.163879, expected=32.000000 predicted=34.645067, expected=40.000000 predicted=34.376356, expected=64.000000 predicted=39.605519, expected=12.000000 predicted=31.679002, expected=12.000000 predicted=27.313609, expected=24.000000 predicted=29.398794, expected=28.000000 predicted=29.179014, expected=48.000000 predicted=41.739412, expected=40.000000 predicted=27.668038, expected=48.000000 predicted=33.108265, expected=28.000000 predicted=32.484028, expected=24.000000 predicted=31.577030, expected=28.000000 predicted=36.468660, expected=24.000000 predicted=30.799889, expected=36.000000 predicted=35.571335, expected=44.000000 predicted=33.237820, expected=32.000000 predicted=30.091996, expected=52.000000 predicted=38.786002, expected=40.000000 predicted=35.769072, expected=48.000000 predicted=42.167205, expected=80.000000 predicted=55.920374, expected=88.000000 predicted=58.903676, expected=56.000000 predicted=58.992102, expected=92.000000 predicted=69.498209, expected=68.000000 predicted=66.078777, expected=28.000000 predicted=61.096507, expected=24.000000 predicted=57.648797, expected=64.000000 predicted=55.437751, expected=84.000000 predicted=70.263810, expected=60.000000 predicted=59.190567, expected=20.000000 predicted=38.825376, expected=28.000000 predicted=38.644948, expected=44.000000 predicted=49.784862, expected=84.000000 predicted=65.217877, expected=36.000000 predicted=45.857380, expected=24.000000 predicted=33.563594, expected=16.000000 predicted=32.661466, expected=8.000000 predicted=28.820915, expected=40.000000 predicted=45.107885, expected=32.000000 predicted=28.551228, expected=16.000000 predicted=21.297551, expected=8.000000 predicted=17.563781, expected=8.000000 predicted=13.859535, expected=28.000000 predicted=26.254782, expected=48.000000 predicted=30.295003, expected=28.000000 predicted=22.347643, expected=44.000000 predicted=28.624527, expected=28.000000 predicted=26.047169, expected=20.000000 predicted=28.422038, expected=28.000000 predicted=34.979337, expected=40.000000 predicted=32.138787, expected=36.000000 predicted=35.211379, expected=36.000000 predicted=32.146870, expected=12.000000 predicted=23.347933, expected=40.000000 predicted=33.374614, expected=40.000000 predicted=36.080137, expected=20.000000 predicted=28.477159, expected=36.000000 predicted=34.062119, expected=44.000000 predicted=30.751848, expected=40.000000 predicted=37.410636, expected=40.000000 predicted=38.654666, expected=20.000000 predicted=27.873205, expected=56.000000 predicted=42.865157, expected=28.000000 predicted=36.181782, expected=40.000000 predicted=38.368994, expected=32.000000 predicted=36.635425, expected=24.000000 predicted=28.016725, expected=24.000000 predicted=36.160629, expected=36.000000 predicted=31.156910, expected=36.000000 predicted=34.003162, expected=24.000000 predicted=28.582157, expected=20.000000 predicted=25.493767, expected=20.000000 predicted=24.614491, expected=44.000000 predicted=34.030249, expected=28.000000 predicted=29.358563, expected=52.000000 predicted=35.068249, expected=28.000000 predicted=29.171731, expected=24.000000 predicted=28.209778, expected=12.000000 predicted=29.865353, expected=32.000000 predicted=29.147312, expected=20.000000 predicted=30.187477, expected=28.000000 predicted=25.477717, expected=32.000000 predicted=26.692513, expected=20.000000 predicted=20.404776, expected=48.000000 predicted=34.933113, expected=44.000000 predicted=32.301770, expected=52.000000 predicted=38.824352, expected=24.000000 predicted=33.563790, expected=28.000000 predicted=31.411993, expected=20.000000 predicted=34.619659, expected=16.000000 predicted=28.946064, expected=8.000000 predicted=25.862497, expected=36.000000 predicted=25.457820, expected=60.000000 predicted=35.140058, expected=48.000000 predicted=32.755846, expected=16.000000 predicted=25.370596, expected=32.000000 predicted=29.399755, expected=40.000000 predicted=37.916994, expected=36.000000 predicted=40.927380, expected=36.000000 predicted=37.986738, expected=32.000000 predicted=29.276699, expected=36.000000 predicted=34.814058, expected=24.000000 predicted=32.657437, expected=12.000000 predicted=26.436095, expected=60.000000 predicted=40.440276, expected=48.000000 predicted=36.656897, expected=56.000000 predicted=42.503733, expected=36.000000 predicted=37.027410, expected=48.000000 predicted=38.597504, expected=52.000000 predicted=52.428768, expected=56.000000 predicted=50.056333, expected=24.000000 predicted=42.542190, expected=28.000000 predicted=37.378495, expected=16.000000 predicted=34.289294, expected=24.000000 predicted=33.654162, expected=24.000000 predicted=32.515931, expected=48.000000 predicted=31.292666, expected=16.000000 predicted=23.916816, expected=52.000000 predicted=32.967740, expected=40.000000 predicted=34.000306, expected=56.000000 predicted=39.546100, expected=16.000000 predicted=35.785992, expected=36.000000 predicted=32.200103, expected=44.000000 predicted=43.957402, expected=20.000000 predicted=31.111222, expected=28.000000 predicted=37.108383, expected=40.000000 predicted=30.376489, expected=48.000000 predicted=37.896570, expected=24.000000 predicted=33.636916, expected=28.000000 predicted=29.145350, expected=8.000000 predicted=24.270161, expected=28.000000 predicted=30.285161, expected=20.000000 predicted=28.516871, expected=36.000000 predicted=26.149684, expected=24.000000 predicted=25.278330, expected=8.000000 predicted=15.144383, expected=32.000000 predicted=27.669259, expected=56.000000 predicted=33.296997, expected=12.000000 predicted=24.810494, expected=16.000000 predicted=23.815116, expected=28.000000 predicted=23.667501, expected=16.000000 predicted=23.376118, expected=8.000000 predicted=25.531460, expected=8.000000 predicted=13.101887, expected=28.000000 predicted=19.132351, expected=16.000000 predicted=18.335277, expected=20.000000 predicted=17.010729, expected=36.000000 predicted=21.894380, expected=64.000000 predicted=32.734208, expected=32.000000 predicted=31.452651, expected=52.000000 predicted=37.638403, expected=56.000000 predicted=43.104064, expected=16.000000 predicted=33.861141, expected=32.000000 predicted=44.873250, expected=44.000000 predicted=38.593890, expected=24.000000 predicted=35.110170, expected=32.000000 predicted=38.421587, expected=24.000000 predicted=25.578495, expected=8.000000 predicted=22.857557, expected=16.000000 predicted=26.497069, expected=20.000000 predicted=20.572705, expected=36.000000 predicted=26.855952, expected=52.000000 predicted=32.037877, expected=12.000000 predicted=18.233785, expected=32.000000 predicted=27.919340, expected=20.000000 predicted=25.255813, expected=20.000000 predicted=26.586031, expected=40.000000 predicted=36.606198, expected=28.000000 predicted=22.899586, expected=28.000000 predicted=28.918376, expected=32.000000 predicted=28.175582, expected=28.000000 predicted=26.853217, expected=36.000000 predicted=34.421897, expected=20.000000 predicted=26.519484, expected=32.000000 predicted=29.770565, expected=36.000000 predicted=32.234290, expected=44.000000 predicted=33.945819, expected=40.000000 predicted=36.533966, expected=48.000000 predicted=36.631182, expected=32.000000 predicted=36.103212, expected=36.000000 predicted=38.014982, expected=44.000000 predicted=42.232398, expected=44.000000 predicted=40.703416, expected=40.000000 predicted=42.010221, expected=36.000000 predicted=37.193769, expected=20.000000 predicted=32.617395, expected=24.000000 predicted=33.785621, expected=24.000000 predicted=31.556771, expected=20.000000 predicted=27.240878, expected=32.000000 predicted=29.362861, expected=20.000000 predicted=21.779364, expected=44.000000 predicted=30.708950, expected=8.000000 predicted=20.766440, expected=36.000000 predicted=27.607840, expected=36.000000 predicted=31.807265, expected=56.000000 predicted=35.078223, expected=28.000000 predicted=35.687771, expected=20.000000 predicted=24.448858, expected=8.000000 predicted=26.954788, expected=8.000000 predicted=22.486526, expected=44.000000 predicted=36.042326, expected=24.000000 predicted=22.795227, expected=28.000000 predicted=23.293722, expected=40.000000 predicted=26.858745, expected=32.000000 predicted=25.396708, expected=20.000000 predicted=31.148380, expected=16.000000 predicted=24.133925, expected=28.000000 predicted=27.279160, expected=12.000000 Test MSE: 259.867
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014])] predicted=33.906816, expected=36.000000 predicted=33.480632, expected=32.000000 predicted=26.862014, expected=28.000000 predicted=25.374918, expected=40.000000 predicted=31.142177, expected=20.000000 predicted=30.487626, expected=44.000000 predicted=35.792621, expected=12.000000 predicted=25.807205, expected=36.000000 predicted=30.770279, expected=48.000000 predicted=37.683030, expected=20.000000 predicted=27.305249, expected=16.000000 predicted=26.403670, expected=48.000000 predicted=32.780036, expected=32.000000 predicted=34.105908, expected=28.000000 predicted=31.956502, expected=36.000000 predicted=30.144205, expected=36.000000 predicted=32.375520, expected=44.000000 predicted=39.804755, expected=48.000000 predicted=39.350056, expected=24.000000 predicted=32.418159, expected=44.000000 predicted=39.305876, expected=20.000000 predicted=32.715961, expected=28.000000 predicted=33.855969, expected=32.000000 predicted=33.835237, expected=28.000000 predicted=28.936932, expected=8.000000 predicted=23.544436, expected=32.000000 predicted=25.690885, expected=8.000000 predicted=20.240492, expected=16.000000 predicted=20.297672, expected=32.000000 predicted=23.818757, expected=32.000000 predicted=23.041664, expected=32.000000 predicted=27.169247, expected=4.000000 predicted=15.348576, expected=8.000000 predicted=16.939680, expected=24.000000 predicted=23.674141, expected=36.000000 predicted=27.181118, expected=28.000000 predicted=24.029687, expected=28.000000 predicted=20.757593, expected=24.000000 predicted=22.887363, expected=72.000000 predicted=43.050661, expected=36.000000 predicted=37.466477, expected=20.000000 predicted=29.802715, expected=44.000000 predicted=37.681880, expected=40.000000 predicted=39.235979, expected=48.000000 predicted=46.671169, expected=28.000000 predicted=33.824319, expected=20.000000 predicted=29.117958, expected=24.000000 predicted=32.617569, expected=32.000000 predicted=33.178806, expected=20.000000 predicted=28.242551, expected=40.000000 predicted=29.993692, expected=24.000000 predicted=25.663111, expected=32.000000 predicted=28.854497, expected=20.000000 predicted=26.395041, expected=8.000000 predicted=20.101030, expected=40.000000 predicted=31.101592, expected=24.000000 predicted=25.067548, expected=4.000000 predicted=17.832705, expected=24.000000 predicted=20.348172, expected=16.000000 predicted=18.378469, expected=44.000000 predicted=30.641813, expected=16.000000 predicted=20.098636, expected=16.000000 predicted=17.474887, expected=36.000000 predicted=27.377328, expected=60.000000 predicted=37.382378, expected=32.000000 predicted=33.878075, expected=12.000000 predicted=23.053479, expected=16.000000 predicted=25.076739, expected=24.000000 predicted=30.206988, expected=60.000000 predicted=42.051247, expected=44.000000 predicted=33.748500, expected=44.000000 predicted=33.069168, expected=20.000000 predicted=29.478296, expected=12.000000 predicted=28.828225, expected=24.000000 predicted=34.331083, expected=32.000000 predicted=31.944398, expected=32.000000 predicted=29.459697, expected=36.000000 predicted=27.212959, expected=36.000000 predicted=28.863521, expected=28.000000 predicted=29.910033, expected=16.000000 predicted=26.804045, expected=12.000000 predicted=23.881039, expected=44.000000 predicted=33.318686, expected=28.000000 predicted=28.533957, expected=40.000000 predicted=29.915493, expected=40.000000 predicted=30.696697, expected=20.000000 predicted=26.978182, expected=4.000000 predicted=24.279374, expected=12.000000 predicted=22.051579, expected=32.000000 predicted=28.618126, expected=20.000000 predicted=22.642566, expected=20.000000 predicted=17.747296, expected=28.000000 predicted=19.837987, expected=28.000000 predicted=23.842451, expected=32.000000 predicted=28.054862, expected=16.000000 predicted=21.552887, expected=32.000000 predicted=26.813676, expected=56.000000 predicted=37.577339, expected=32.000000 predicted=32.096245, expected=32.000000 predicted=31.831687, expected=24.000000 predicted=28.929384, expected=16.000000 predicted=29.047524, expected=48.000000 predicted=39.608623, expected=28.000000 predicted=30.072099, expected=28.000000 predicted=28.598998, expected=12.000000 predicted=22.153804, expected=28.000000 predicted=26.887772, expected=8.000000 predicted=23.467479, expected=40.000000 predicted=27.909534, expected=32.000000 predicted=26.635877, expected=56.000000 predicted=33.664771, expected=20.000000 predicted=27.441315, expected=8.000000 predicted=20.831241, expected=28.000000 predicted=31.190207, expected=20.000000 predicted=27.531735, expected=20.000000 predicted=26.208246, expected=12.000000 predicted=16.350855, expected=44.000000 predicted=26.111815, expected=24.000000 predicted=25.003827, expected=12.000000 predicted=18.779658, expected=28.000000 predicted=23.789302, expected=20.000000 predicted=22.631727, expected=24.000000 predicted=26.256511, expected=12.000000 predicted=18.208120, expected=28.000000 predicted=21.739185, expected=4.000000 predicted=16.746858, expected=32.000000 predicted=22.409767, expected=36.000000 predicted=25.998814, expected=40.000000 predicted=27.397338, expected=20.000000 predicted=24.367463, expected=28.000000 predicted=24.959189, expected=24.000000 predicted=29.320434, expected=32.000000 predicted=31.161156, expected=20.000000 predicted=26.556907, expected=28.000000 predicted=25.322069, expected=32.000000 predicted=28.582733, expected=8.000000 predicted=20.465920, expected=32.000000 predicted=26.897936, expected=24.000000 predicted=24.329921, expected=4.000000 predicted=17.873216, expected=24.000000 predicted=21.771745, expected=20.000000 predicted=18.902905, expected=24.000000 predicted=22.632666, expected=32.000000 predicted=23.412855, expected=32.000000 predicted=23.282308, expected=12.000000 predicted=20.972088, expected=32.000000 predicted=26.114917, expected=20.000000 predicted=24.612630, expected=12.000000 predicted=21.430527, expected=4.000000 predicted=16.192145, expected=16.000000 predicted=16.125187, expected=16.000000 predicted=18.074962, expected=20.000000 predicted=16.057869, expected=16.000000 predicted=13.916898, expected=16.000000 predicted=13.944731, expected=16.000000 predicted=16.408641, expected=12.000000 predicted=15.142101, expected=20.000000 predicted=17.586969, expected=32.000000 predicted=21.486769, expected=16.000000 predicted=17.710467, expected=20.000000 predicted=18.609058, expected=8.000000 predicted=15.401908, expected=4.000000 predicted=14.320237, expected=32.000000 predicted=22.815288, expected=20.000000 predicted=17.756538, expected=36.000000 predicted=22.784280, expected=40.000000 predicted=25.404935, expected=20.000000 predicted=22.372841, expected=32.000000 predicted=29.974530, expected=8.000000 predicted=21.988853, expected=56.000000 predicted=37.610525, expected=40.000000 predicted=35.341309, expected=16.000000 predicted=24.658282, expected=20.000000 predicted=25.937548, expected=4.000000 predicted=19.706134, expected=12.000000 predicted=24.786872, expected=12.000000 predicted=18.043943, expected=16.000000 predicted=14.329853, expected=36.000000 predicted=20.824844, expected=48.000000 predicted=25.963219, expected=32.000000 predicted=25.727889, expected=4.000000 predicted=18.025249, expected=44.000000 predicted=32.021922, expected=44.000000 predicted=38.172604, expected=16.000000 predicted=28.919327, expected=64.000000 predicted=39.076117, expected=44.000000 predicted=36.033689, expected=28.000000 predicted=37.568258, expected=20.000000 predicted=32.168087, expected=20.000000 predicted=29.119914, expected=12.000000 predicted=30.178508, expected=24.000000 predicted=26.159681, expected=28.000000 predicted=23.931709, expected=32.000000 predicted=24.491168, expected=8.000000 predicted=17.356793, expected=84.000000 predicted=40.885648, expected=24.000000 predicted=31.536896, expected=16.000000 predicted=27.415311, expected=36.000000 predicted=32.824959, expected=12.000000 predicted=26.328027, expected=44.000000 predicted=41.077842, expected=20.000000 predicted=24.020612, expected=72.000000 predicted=39.949962, expected=28.000000 predicted=34.013296, expected=36.000000 predicted=33.238349, expected=12.000000 predicted=30.758536, expected=16.000000 predicted=27.755623, expected=12.000000 predicted=29.077159, expected=24.000000 predicted=22.802532, expected=16.000000 predicted=19.931803, expected=20.000000 predicted=16.755131, expected=8.000000 predicted=14.188067, expected=36.000000 predicted=22.054765, expected=20.000000 predicted=21.268245, expected=20.000000 predicted=19.300703, expected=28.000000 predicted=22.545910, expected=12.000000 predicted=18.528620, expected=12.000000 predicted=20.081928, expected=20.000000 predicted=18.980844, expected=20.000000 predicted=19.508426, expected=20.000000 predicted=19.440552, expected=48.000000 predicted=26.274648, expected=44.000000 predicted=30.080732, expected=16.000000 predicted=24.541449, expected=28.000000 predicted=27.293552, expected=44.000000 predicted=35.138544, expected=56.000000 predicted=44.099471, expected=40.000000 predicted=38.480338, expected=24.000000 predicted=30.384002, expected=52.000000 predicted=41.899756, expected=68.000000 predicted=52.342938, expected=40.000000 predicted=46.010751, expected=36.000000 predicted=40.459055, expected=48.000000 predicted=44.150263, expected=44.000000 predicted=48.318155, expected=40.000000 predicted=46.104445, expected=8.000000 predicted=30.314738, expected=16.000000 predicted=28.890685, expected=76.000000 predicted=47.715371, expected=40.000000 predicted=39.023284, expected=16.000000 predicted=28.135029, expected=48.000000 predicted=34.703551, expected=28.000000 predicted=35.432863, expected=28.000000 predicted=39.339733, expected=32.000000 predicted=32.170495, expected=32.000000 predicted=30.462704, expected=32.000000 predicted=33.874025, expected=28.000000 predicted=29.378515, expected=40.000000 predicted=33.364589, expected=40.000000 predicted=35.132100, expected=28.000000 predicted=32.036319, expected=24.000000 predicted=30.161551, expected=40.000000 predicted=34.601929, expected=28.000000 predicted=32.958650, expected=20.000000 predicted=28.395914, expected=44.000000 predicted=33.074036, expected=20.000000 predicted=27.474424, expected=12.000000 predicted=24.859554, expected=12.000000 predicted=20.797993, expected=20.000000 predicted=21.592302, expected=36.000000 predicted=27.716575, expected=12.000000 predicted=17.133550, expected=40.000000 predicted=24.529223, expected=16.000000 predicted=20.740027, expected=24.000000 predicted=24.267040, expected=16.000000 predicted=22.952538, expected=12.000000 predicted=18.303738, expected=20.000000 predicted=22.081566, expected=24.000000 predicted=19.748973, expected=48.000000 predicted=28.638760, expected=48.000000 predicted=31.006718, expected=24.000000 predicted=26.689335, expected=12.000000 predicted=24.773848, expected=20.000000 predicted=27.655957, expected=24.000000 predicted=30.171774, expected=44.000000 predicted=33.035427, expected=48.000000 predicted=31.943773, expected=4.000000 predicted=19.613643, expected=36.000000 predicted=29.585385, expected=32.000000 predicted=31.734132, expected=20.000000 predicted=29.879116, expected=16.000000 predicted=24.693103, expected=44.000000 predicted=27.975098, expected=32.000000 predicted=30.994047, expected=28.000000 predicted=28.304338, expected=16.000000 predicted=23.255028, expected=12.000000 predicted=21.982854, expected=24.000000 predicted=27.089408, expected=52.000000 predicted=32.851384, expected=32.000000 predicted=27.946710, expected=28.000000 predicted=25.879719, expected=20.000000 predicted=25.134886, expected=32.000000 predicted=31.604119, expected=8.000000 predicted=26.314238, expected=24.000000 predicted=24.518642, expected=44.000000 predicted=29.868992, expected=28.000000 predicted=26.034716, expected=16.000000 predicted=23.197067, expected=52.000000 predicted=31.847360, expected=4.000000 predicted=23.394690, expected=8.000000 predicted=23.134205, expected=28.000000 predicted=24.195254, expected=24.000000 predicted=22.633453, expected=4.000000 predicted=18.814877, expected=12.000000 predicted=12.198943, expected=12.000000 predicted=13.945535, expected=28.000000 predicted=20.846596, expected=8.000000 predicted=13.708188, expected=8.000000 predicted=10.424678, expected=8.000000 predicted=11.733971, expected=16.000000 predicted=14.037003, expected=12.000000 predicted=13.990586, expected=32.000000 predicted=16.909407, expected=32.000000 predicted=19.778680, expected=8.000000 predicted=14.932523, expected=12.000000 predicted=16.962719, expected=32.000000 predicted=23.130030, expected=36.000000 predicted=28.031584, expected=36.000000 predicted=27.880449, expected=24.000000 predicted=22.853308, expected=24.000000 predicted=25.580895, expected=24.000000 predicted=28.705235, expected=24.000000 predicted=27.981684, expected=28.000000 predicted=27.588052, expected=16.000000 predicted=21.857631, expected=8.000000 predicted=18.383015, expected=16.000000 predicted=19.215114, expected=36.000000 predicted=24.703750, expected=20.000000 predicted=20.786346, expected=20.000000 predicted=18.773464, expected=16.000000 predicted=17.792760, expected=16.000000 predicted=19.686096, expected=40.000000 predicted=28.571180, expected=48.000000 Test MSE: 208.883
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991])] predicted=10.575299, expected=12.000000 predicted=10.989796, expected=16.000000 predicted=12.973758, expected=8.000000 predicted=10.944627, expected=8.000000 predicted=10.012564, expected=24.000000 predicted=13.552120, expected=4.000000 predicted=11.243153, expected=16.000000 predicted=12.859360, expected=12.000000 predicted=11.422055, expected=32.000000 predicted=17.829591, expected=12.000000 predicted=16.627992, expected=4.000000 predicted=11.701457, expected=16.000000 predicted=14.443054, expected=20.000000 predicted=16.314268, expected=12.000000 predicted=16.123250, expected=32.000000 predicted=17.608938, expected=8.000000 predicted=14.293619, expected=28.000000 predicted=19.945072, expected=20.000000 predicted=19.772531, expected=12.000000 predicted=17.866780, expected=24.000000 predicted=20.668454, expected=16.000000 predicted=17.480753, expected=4.000000 predicted=15.949685, expected=20.000000 predicted=15.765341, expected=8.000000 predicted=13.139564, expected=12.000000 predicted=13.964098, expected=12.000000 predicted=11.626449, expected=8.000000 predicted=10.100779, expected=4.000000 predicted=9.769023, expected=8.000000 predicted=8.083591, expected=20.000000 predicted=11.592601, expected=8.000000 predicted=10.100498, expected=4.000000 predicted=7.897926, expected=8.000000 predicted=7.742935, expected=12.000000 predicted=9.958971, expected=24.000000 predicted=14.239576, expected=8.000000 predicted=10.551041, expected=28.000000 predicted=15.104783, expected=20.000000 predicted=16.800892, expected=16.000000 predicted=17.857498, expected=32.000000 predicted=22.070949, expected=8.000000 predicted=17.452325, expected=28.000000 predicted=22.392861, expected=20.000000 predicted=20.215590, expected=8.000000 predicted=17.780148, expected=40.000000 predicted=23.744637, expected=8.000000 predicted=17.936251, expected=12.000000 predicted=18.766330, expected=12.000000 predicted=14.748031, expected=24.000000 predicted=18.081440, expected=32.000000 predicted=22.860148, expected=16.000000 predicted=17.575125, expected=16.000000 predicted=17.793965, expected=8.000000 predicted=16.103463, expected=16.000000 predicted=18.203734, expected=24.000000 predicted=19.197868, expected=16.000000 predicted=16.414464, expected=8.000000 predicted=13.688945, expected=24.000000 predicted=15.998661, expected=8.000000 predicted=15.312973, expected=20.000000 predicted=17.018815, expected=20.000000 predicted=15.899392, expected=36.000000 predicted=21.333931, expected=24.000000 predicted=22.467664, expected=20.000000 predicted=21.017821, expected=20.000000 predicted=22.125854, expected=12.000000 predicted=20.777606, expected=8.000000 predicted=18.519318, expected=28.000000 predicted=19.178249, expected=48.000000 predicted=25.867803, expected=36.000000 predicted=27.587167, expected=24.000000 predicted=25.344107, expected=12.000000 predicted=22.921834, expected=36.000000 predicted=30.678889, expected=28.000000 predicted=31.097272, expected=8.000000 predicted=22.752619, expected=28.000000 predicted=22.099641, expected=20.000000 predicted=21.609387, expected=12.000000 predicted=21.503640, expected=4.000000 predicted=14.551711, expected=16.000000 predicted=14.232314, expected=4.000000 predicted=13.011705, expected=36.000000 predicted=17.573440, expected=8.000000 predicted=13.043642, expected=24.000000 predicted=16.041266, expected=12.000000 predicted=15.466405, expected=20.000000 predicted=17.518957, expected=4.000000 predicted=15.924340, expected=8.000000 predicted=11.669582, expected=20.000000 predicted=14.819528, expected=28.000000 predicted=17.057561, expected=20.000000 predicted=17.453329, expected=12.000000 predicted=14.483682, expected=56.000000 predicted=26.546984, expected=28.000000 predicted=28.383092, expected=20.000000 predicted=26.912136, expected=28.000000 predicted=26.069890, expected=24.000000 predicted=27.385684, expected=32.000000 predicted=31.649467, expected=20.000000 predicted=24.751713, expected=4.000000 predicted=19.267545, expected=40.000000 predicted=25.292014, expected=40.000000 predicted=28.441369, expected=4.000000 predicted=22.288688, expected=12.000000 predicted=18.242183, expected=4.000000 predicted=15.105093, expected=8.000000 predicted=17.154122, expected=4.000000 predicted=10.869037, expected=20.000000 predicted=9.674240, expected=32.000000 predicted=15.405339, expected=28.000000 predicted=17.826057, expected=8.000000 predicted=15.637556, expected=12.000000 predicted=15.923151, expected=28.000000 predicted=21.559713, expected=16.000000 predicted=20.536967, expected=12.000000 predicted=16.755293, expected=24.000000 predicted=16.869258, expected=16.000000 predicted=17.755872, expected=16.000000 predicted=18.410887, expected=8.000000 predicted=14.145978, expected=20.000000 predicted=16.123550, expected=16.000000 predicted=16.488038, expected=8.000000 predicted=13.405815, expected=12.000000 predicted=12.753561, expected=24.000000 predicted=15.384702, expected=8.000000 predicted=14.108622, expected=12.000000 predicted=13.024996, expected=20.000000 predicted=14.132454, expected=24.000000 predicted=17.525165, expected=20.000000 predicted=18.333834, expected=36.000000 predicted=21.602039, expected=20.000000 predicted=21.803201, expected=12.000000 predicted=20.872462, expected=16.000000 predicted=20.086264, expected=16.000000 predicted=19.270179, expected=4.000000 predicted=15.886709, expected=16.000000 predicted=13.874590, expected=8.000000 predicted=11.275571, expected=16.000000 predicted=13.020257, expected=20.000000 predicted=13.881415, expected=28.000000 predicted=16.797761, expected=12.000000 predicted=16.279614, expected=32.000000 predicted=20.425347, expected=16.000000 predicted=19.983381, expected=24.000000 predicted=22.215404, expected=12.000000 predicted=19.472189, expected=28.000000 predicted=21.089848, expected=28.000000 predicted=23.850959, expected=8.000000 predicted=18.334854, expected=20.000000 predicted=19.534172, expected=12.000000 predicted=16.866487, expected=4.000000 predicted=15.276649, expected=28.000000 predicted=17.442192, expected=32.000000 predicted=18.920763, expected=12.000000 predicted=17.971865, expected=16.000000 predicted=16.826235, expected=12.000000 predicted=15.966784, expected=24.000000 predicted=20.913181, expected=16.000000 predicted=18.493290, expected=32.000000 predicted=20.042107, expected=20.000000 predicted=19.984852, expected=8.000000 predicted=17.466700, expected=28.000000 predicted=21.421296, expected=8.000000 predicted=17.385638, expected=8.000000 predicted=16.500098, expected=16.000000 predicted=14.171911, expected=8.000000 predicted=12.037800, expected=28.000000 predicted=17.289184, expected=12.000000 predicted=13.177443, expected=116.000000 predicted=39.764588, expected=16.000000 predicted=34.812264, expected=16.000000 predicted=31.482904, expected=12.000000 predicted=29.621173, expected=12.000000 predicted=28.784465, expected=4.000000 predicted=28.588544, expected=24.000000 predicted=14.483934, expected=12.000000 predicted=13.561355, expected=36.000000 predicted=18.467623, expected=4.000000 predicted=14.892770, expected=24.000000 predicted=16.899237, expected=56.000000 predicted=28.533392, expected=8.000000 predicted=23.325576, expected=20.000000 predicted=24.118961, expected=16.000000 predicted=19.447457, expected=28.000000 predicted=25.175207, expected=20.000000 predicted=24.893027, expected=12.000000 predicted=16.780884, expected=16.000000 predicted=17.861289, expected=8.000000 predicted=15.507693, expected=20.000000 predicted=17.241472, expected=28.000000 predicted=18.318668, expected=12.000000 predicted=16.113276, expected=8.000000 predicted=14.399216, expected=12.000000 predicted=13.606317, expected=8.000000 predicted=13.789327, expected=8.000000 predicted=12.155921, expected=24.000000 predicted=12.788426, expected=28.000000 predicted=16.168314, expected=16.000000 predicted=16.537463, expected=20.000000 predicted=17.251693, expected=24.000000 predicted=19.864254, expected=8.000000 predicted=18.971847, expected=16.000000 predicted=18.018578, expected=12.000000 predicted=15.207469, expected=4.000000 predicted=12.963158, expected=40.000000 predicted=18.906612, expected=12.000000 predicted=15.745977, expected=16.000000 predicted=16.801301, expected=4.000000 predicted=13.011562, expected=4.000000 predicted=11.737902, expected=16.000000 predicted=15.053116, expected=4.000000 predicted=9.057061, expected=8.000000 predicted=8.506047, expected=28.000000 predicted=11.718245, expected=28.000000 predicted=16.385653, expected=8.000000 predicted=15.340387, expected=24.000000 predicted=16.559640, expected=28.000000 predicted=20.850006, expected=20.000000 predicted=22.895549, expected=8.000000 predicted=18.329756, expected=12.000000 predicted=15.396368, expected=40.000000 predicted=23.070859, expected=16.000000 predicted=21.032505, expected=28.000000 predicted=21.481236, expected=12.000000 predicted=18.365231, expected=28.000000 predicted=22.603129, expected=28.000000 predicted=25.543352, expected=24.000000 predicted=23.047699, expected=20.000000 predicted=22.979267, expected=4.000000 predicted=17.638523, expected=44.000000 predicted=25.430883, expected=24.000000 predicted=24.561009, expected=56.000000 predicted=31.215928, expected=28.000000 predicted=30.004640, expected=24.000000 predicted=29.358014, expected=44.000000 predicted=36.238366, expected=20.000000 predicted=32.156510, expected=32.000000 predicted=33.424903, expected=32.000000 predicted=29.753273, expected=28.000000 predicted=30.127277, expected=20.000000 predicted=28.343403, expected=4.000000 predicted=20.706496, expected=4.000000 predicted=17.585496, expected=32.000000 predicted=20.181417, expected=16.000000 predicted=17.940528, expected=24.000000 predicted=17.443413, expected=28.000000 predicted=18.577363, expected=4.000000 predicted=17.248001, expected=8.000000 predicted=16.938643, expected=12.000000 predicted=14.218736, expected=32.000000 predicted=19.201714, expected=36.000000 predicted=21.988838, expected=24.000000 predicted=20.407407, expected=8.000000 predicted=18.553443, expected=4.000000 predicted=16.984069, expected=20.000000 predicted=19.962922, expected=8.000000 predicted=16.268016, expected=12.000000 predicted=12.524133, expected=40.000000 predicted=16.991485, expected=4.000000 predicted=14.744416, expected=12.000000 predicted=15.230049, expected=12.000000 predicted=13.319161, expected=12.000000 predicted=15.262407, expected=52.000000 predicted=24.250221, expected=12.000000 predicted=18.130588, expected=12.000000 predicted=17.917695, expected=4.000000 predicted=14.624435, expected=12.000000 predicted=17.010569, expected=16.000000 predicted=17.749691, expected=16.000000 predicted=12.603785, expected=8.000000 predicted=10.922980, expected=32.000000 predicted=15.577169, expected=20.000000 predicted=17.986120, expected=20.000000 predicted=18.998243, expected=52.000000 predicted=26.117531, expected=48.000000 predicted=32.641349, expected=8.000000 predicted=28.956088, expected=4.000000 predicted=21.876990, expected=4.000000 predicted=19.798369, expected=4.000000 predicted=18.810891, expected=44.000000 predicted=21.286703, expected=8.000000 predicted=12.702584, expected=8.000000 predicted=11.366859, expected=12.000000 predicted=11.463560, expected=40.000000 predicted=21.500419, expected=20.000000 predicted=22.693360, expected=32.000000 predicted=20.836274, expected=44.000000 predicted=26.960215, expected=16.000000 predicted=27.020024, expected=16.000000 predicted=26.343478, expected=20.000000 predicted=23.256223, expected=8.000000 predicted=21.712543, expected=28.000000 predicted=22.384799, expected=28.000000 predicted=20.168367, expected=12.000000 predicted=18.603401, expected=12.000000 predicted=16.672189, expected=16.000000 predicted=16.544061, expected=4.000000 predicted=15.809043, expected=8.000000 predicted=12.637777, expected=8.000000 predicted=9.413914, expected=8.000000 predicted=9.316471, expected=16.000000 predicted=10.419649, expected=44.000000 predicted=17.369792, expected=24.000000 predicted=19.386315, expected=4.000000 predicted=15.935506, expected=24.000000 predicted=18.712914, expected=12.000000 predicted=19.836482, expected=12.000000 predicted=19.933361, expected=36.000000 predicted=19.702350, expected=16.000000 predicted=17.618416, expected=20.000000 predicted=20.151242, expected=16.000000 predicted=17.423891, expected=4.000000 predicted=16.090284, expected=48.000000 predicted=25.132235, expected=12.000000 predicted=19.449297, expected=20.000000 predicted=20.406001, expected=16.000000 predicted=17.381974, expected=12.000000 predicted=18.444007, expected=12.000000 predicted=19.247296, expected=12.000000 predicted=13.591746, expected=16.000000 predicted=14.770678, expected=36.000000 predicted=18.932583, expected=16.000000 predicted=17.711969, expected=12.000000 predicted=16.654399, expected=12.000000 predicted=15.645904, expected=12.000000 predicted=16.906243, expected=8.000000 predicted=15.519881, expected=20.000000 predicted=13.704398, expected=16.000000 predicted=13.625464, expected=4.000000 predicted=11.469382, expected=48.000000 predicted=19.686079, expected=20.000000 predicted=20.015997, expected=28.000000 predicted=23.772424, expected=16.000000 predicted=20.015440, expected=28.000000 predicted=24.190590, expected=4.000000 Test MSE: 180.550
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046])] predicted=12.657081, expected=36.000000 predicted=19.440738, expected=24.000000 predicted=19.131023, expected=4.000000 predicted=15.492383, expected=24.000000 predicted=21.613112, expected=4.000000 predicted=16.478667, expected=4.000000 predicted=15.110062, expected=16.000000 predicted=12.808136, expected=64.000000 predicted=25.851112, expected=68.000000 predicted=34.317629, expected=28.000000 predicted=28.939635, expected=28.000000 predicted=33.735093, expected=40.000000 predicted=41.307711, expected=28.000000 predicted=41.000200, expected=36.000000 predicted=38.034240, expected=12.000000 predicted=25.649429, expected=4.000000 predicted=22.348139, expected=32.000000 predicted=26.816993, expected=56.000000 predicted=32.321921, expected=32.000000 predicted=27.913286, expected=40.000000 predicted=30.878327, expected=24.000000 predicted=29.661704, expected=16.000000 predicted=31.655864, expected=48.000000 predicted=38.441698, expected=16.000000 predicted=26.642102, expected=4.000000 predicted=22.282994, expected=24.000000 predicted=22.410086, expected=40.000000 predicted=27.470026, expected=28.000000 predicted=26.159500, expected=80.000000 predicted=39.538649, expected=4.000000 predicted=23.725712, expected=28.000000 predicted=35.224998, expected=4.000000 predicted=26.013332, expected=16.000000 predicted=27.533197, expected=36.000000 predicted=29.100471, expected=12.000000 predicted=15.974677, expected=12.000000 predicted=17.094155, expected=12.000000 predicted=14.464688, expected=20.000000 predicted=19.087734, expected=36.000000 predicted=23.338192, expected=20.000000 predicted=18.236355, expected=40.000000 predicted=25.726915, expected=44.000000 predicted=30.161002, expected=8.000000 predicted=25.178456, expected=12.000000 predicted=24.800406, expected=16.000000 predicted=22.499445, expected=44.000000 predicted=31.049331, expected=4.000000 predicted=17.728679, expected=12.000000 predicted=15.961357, expected=4.000000 predicted=13.207427, expected=8.000000 predicted=15.086095, expected=28.000000 predicted=18.035438, expected=12.000000 predicted=11.027754, expected=16.000000 predicted=13.636047, expected=20.000000 predicted=14.908110, expected=8.000000 predicted=14.639841, expected=4.000000 predicted=13.166446, expected=8.000000 predicted=10.983404, expected=12.000000 predicted=11.767770, expected=4.000000 predicted=8.414275, expected=40.000000 predicted=16.681133, expected=36.000000 predicted=19.089006, expected=16.000000 predicted=18.598953, expected=28.000000 predicted=22.863805, expected=20.000000 predicted=23.521288, expected=20.000000 predicted=26.434608, expected=56.000000 predicted=33.066180, expected=44.000000 predicted=31.896149, expected=4.000000 predicted=24.754352, expected=24.000000 predicted=27.623837, expected=40.000000 predicted=33.059487, expected=32.000000 predicted=33.802928, expected=8.000000 predicted=22.093232, expected=16.000000 predicted=20.480700, expected=36.000000 predicted=27.998665, expected=32.000000 predicted=27.889994, expected=32.000000 predicted=26.362779, expected=40.000000 predicted=28.688017, expected=8.000000 predicted=24.238066, expected=20.000000 predicted=27.953640, expected=20.000000 predicted=24.472180, expected=8.000000 predicted=20.205302, expected=12.000000 predicted=17.169228, expected=20.000000 predicted=15.502859, expected=20.000000 predicted=17.177461, expected=36.000000 predicted=21.596989, expected=8.000000 predicted=14.987514, expected=8.000000 predicted=16.666007, expected=28.000000 predicted=21.187901, expected=44.000000 predicted=27.213900, expected=12.000000 predicted=19.988511, expected=32.000000 predicted=23.778450, expected=4.000000 predicted=18.038278, expected=4.000000 predicted=19.995846, expected=40.000000 predicted=25.240084, expected=24.000000 predicted=19.499589, expected=16.000000 predicted=19.427126, expected=32.000000 predicted=20.987717, expected=20.000000 predicted=22.165018, expected=28.000000 predicted=27.476505, expected=16.000000 predicted=21.016124, expected=8.000000 predicted=18.977485, expected=32.000000 predicted=24.364434, expected=12.000000 predicted=17.855468, expected=8.000000 predicted=16.701388, expected=12.000000 predicted=13.898545, expected=44.000000 predicted=23.502640, expected=20.000000 predicted=19.879479, expected=20.000000 predicted=19.633231, expected=28.000000 predicted=22.159304, expected=64.000000 predicted=36.556489, expected=8.000000 predicted=25.862274, expected=32.000000 predicted=30.560996, expected=16.000000 predicted=25.463343, expected=20.000000 predicted=28.668299, expected=36.000000 predicted=29.932450, expected=16.000000 predicted=20.342219, expected=8.000000 predicted=19.906457, expected=12.000000 predicted=17.373136, expected=24.000000 predicted=20.593014, expected=40.000000 predicted=24.804394, expected=24.000000 predicted=20.043427, expected=60.000000 predicted=32.436566, expected=36.000000 predicted=31.580499, expected=4.000000 predicted=28.316911, expected=4.000000 predicted=25.288135, expected=36.000000 predicted=30.030560, expected=12.000000 predicted=23.316804, expected=16.000000 predicted=18.248673, expected=32.000000 predicted=18.704992, expected=28.000000 predicted=22.024419, expected=28.000000 predicted=25.613785, expected=24.000000 predicted=23.002375, expected=36.000000 predicted=28.804504, expected=12.000000 predicted=24.185429, expected=8.000000 predicted=21.472142, expected=12.000000 predicted=19.140988, expected=28.000000 predicted=21.695672, expected=8.000000 predicted=15.469181, expected=28.000000 predicted=18.139336, expected=44.000000 predicted=23.661481, expected=44.000000 predicted=29.217592, expected=8.000000 predicted=23.241648, expected=24.000000 predicted=26.723996, expected=4.000000 predicted=22.153994, expected=8.000000 predicted=21.454530, expected=44.000000 predicted=25.393487, expected=56.000000 predicted=27.507105, expected=32.000000 predicted=27.402585, expected=12.000000 predicted=23.308267, expected=20.000000 predicted=27.936639, expected=24.000000 predicted=31.129946, expected=4.000000 predicted=22.194041, expected=52.000000 predicted=29.123248, expected=32.000000 predicted=23.178733, expected=8.000000 predicted=21.442526, expected=4.000000 predicted=18.499900, expected=16.000000 predicted=19.417951, expected=4.000000 predicted=17.941949, expected=20.000000 predicted=15.868759, expected=4.000000 predicted=7.696765, expected=12.000000 predicted=10.740151, expected=16.000000 predicted=12.299956, expected=8.000000 predicted=10.051587, expected=20.000000 predicted=14.632932, expected=28.000000 predicted=15.958723, expected=8.000000 predicted=13.715381, expected=8.000000 predicted=14.113103, expected=32.000000 predicted=19.464740, expected=12.000000 predicted=16.482170, expected=4.000000 predicted=14.454567, expected=32.000000 predicted=18.378784, expected=36.000000 predicted=21.874987, expected=8.000000 predicted=18.619274, expected=16.000000 predicted=18.250173, expected=16.000000 predicted=17.730815, expected=60.000000 predicted=33.444305, expected=12.000000 predicted=20.928442, expected=32.000000 predicted=26.108209, expected=16.000000 predicted=23.032982, expected=12.000000 predicted=23.694126, expected=52.000000 predicted=34.615391, expected=8.000000 predicted=18.498745, expected=24.000000 predicted=25.488880, expected=8.000000 predicted=17.437901, expected=8.000000 predicted=18.511740, expected=20.000000 predicted=20.460386, expected=12.000000 predicted=12.929313, expected=28.000000 predicted=18.468654, expected=24.000000 predicted=16.697796, expected=16.000000 predicted=17.641971, expected=4.000000 predicted=15.477871, expected=32.000000 predicted=21.719961, expected=32.000000 predicted=23.297699, expected=16.000000 predicted=19.840957, expected=16.000000 predicted=18.783712, expected=28.000000 predicted=22.291293, expected=40.000000 predicted=29.071938, expected=44.000000 predicted=30.692950, expected=36.000000 predicted=29.937047, expected=24.000000 predicted=30.043224, expected=12.000000 predicted=28.576424, expected=48.000000 predicted=37.153067, expected=40.000000 predicted=34.022681, expected=36.000000 predicted=33.113474, expected=40.000000 predicted=33.513205, expected=16.000000 predicted=29.581863, expected=28.000000 predicted=35.133808, expected=32.000000 predicted=32.051705, expected=56.000000 predicted=38.004524, expected=28.000000 predicted=31.220676, expected=4.000000 predicted=24.453151, expected=28.000000 predicted=30.306164, expected=16.000000 predicted=26.211403, expected=20.000000 predicted=25.851454, expected=40.000000 predicted=24.547210, expected=8.000000 predicted=16.819357, expected=24.000000 predicted=23.852074, expected=32.000000 predicted=23.722042, expected=20.000000 predicted=23.699193, expected=4.000000 predicted=19.167958, expected=12.000000 predicted=16.638978, expected=4.000000 predicted=14.818735, expected=20.000000 predicted=16.988908, expected=16.000000 predicted=12.410813, expected=12.000000 predicted=11.326892, expected=16.000000 predicted=13.416745, expected=32.000000 predicted=18.580911, expected=32.000000 predicted=22.086949, expected=20.000000 predicted=20.552221, expected=4.000000 predicted=17.086234, expected=28.000000 predicted=23.803983, expected=8.000000 predicted=18.720450, expected=20.000000 predicted=19.972505, expected=20.000000 predicted=16.323400, expected=8.000000 predicted=13.883043, expected=8.000000 predicted=14.714695, expected=48.000000 predicted=22.763632, expected=24.000000 predicted=20.109654, expected=32.000000 predicted=24.697961, expected=32.000000 predicted=24.857007, expected=8.000000 predicted=23.138731, expected=8.000000 predicted=24.353949, expected=20.000000 predicted=21.145375, expected=28.000000 predicted=22.702586, expected=8.000000 predicted=15.722697, expected=36.000000 predicted=20.660843, expected=4.000000 predicted=14.152825, expected=16.000000 predicted=19.782040, expected=4.000000 predicted=13.979985, expected=4.000000 predicted=11.970235, expected=48.000000 predicted=22.902400, expected=4.000000 predicted=10.298915, expected=8.000000 predicted=14.324916, expected=12.000000 predicted=12.187423, expected=24.000000 predicted=18.535804, expected=32.000000 predicted=22.455751, expected=44.000000 predicted=22.673703, expected=32.000000 predicted=24.771082, expected=28.000000 predicted=28.258953, expected=4.000000 predicted=24.123675, expected=16.000000 predicted=26.333221, expected=8.000000 predicted=20.698507, expected=24.000000 predicted=20.596910, expected=32.000000 predicted=19.825655, expected=16.000000 predicted=15.847329, expected=20.000000 predicted=19.311735, expected=20.000000 predicted=19.578880, expected=20.000000 predicted=22.233110, expected=36.000000 predicted=25.724828, expected=8.000000 predicted=17.585299, expected=8.000000 predicted=18.096630, expected=32.000000 predicted=22.209591, expected=36.000000 predicted=24.910604, expected=12.000000 predicted=20.273632, expected=44.000000 predicted=25.931379, expected=12.000000 predicted=20.929021, expected=16.000000 predicted=25.846810, expected=12.000000 predicted=20.447984, expected=8.000000 predicted=17.068022, expected=4.000000 predicted=15.213028, expected=24.000000 predicted=14.517202, expected=40.000000 predicted=19.762234, expected=28.000000 predicted=19.409724, expected=48.000000 predicted=27.639896, expected=28.000000 predicted=26.818934, expected=56.000000 predicted=40.460245, expected=8.000000 predicted=30.008554, expected=24.000000 predicted=32.700095, expected=16.000000 predicted=28.014930, expected=4.000000 predicted=21.643339, expected=12.000000 predicted=19.806845, expected=16.000000 predicted=13.646431, expected=8.000000 predicted=12.911330, expected=40.000000 predicted=19.302534, expected=20.000000 predicted=15.746807, expected=12.000000 predicted=17.525344, expected=8.000000 predicted=15.607085, expected=32.000000 predicted=22.097800, expected=12.000000 predicted=19.454618, expected=4.000000 predicted=13.789285, expected=28.000000 predicted=17.418538, expected=16.000000 predicted=16.120303, expected=24.000000 predicted=20.614236, expected=32.000000 predicted=20.130337, expected=24.000000 predicted=21.215658, expected=20.000000 predicted=23.542453, expected=12.000000 predicted=19.924099, expected=32.000000 predicted=25.621056, expected=12.000000 predicted=20.407578, expected=36.000000 predicted=25.142312, expected=12.000000 predicted=18.454821, expected=12.000000 predicted=19.157093, expected=24.000000 predicted=21.602628, expected=24.000000 predicted=20.553112, expected=8.000000 predicted=18.105493, expected=32.000000 predicted=20.484601, expected=12.000000 predicted=16.989161, expected=32.000000 predicted=24.133364, expected=8.000000 predicted=17.014417, expected=20.000000 predicted=19.514908, expected=20.000000 predicted=20.301467, expected=48.000000 predicted=26.641892, expected=20.000000 predicted=23.219657, expected=28.000000 predicted=24.551239, expected=4.000000 predicted=20.252668, expected=32.000000 predicted=27.162880, expected=8.000000 predicted=21.579757, expected=12.000000 predicted=17.470695, expected=20.000000 predicted=17.609736, expected=4.000000 predicted=12.072977, expected=16.000000 predicted=16.118489, expected=20.000000 predicted=13.699604, expected=40.000000 predicted=21.284299, expected=16.000000 predicted=18.134533, expected=12.000000 predicted=17.131077, expected=28.000000 predicted=22.582365, expected=24.000000 predicted=23.428902, expected=8.000000 predicted=20.159979, expected=12.000000 predicted=16.212819, expected=12.000000 predicted=15.510743, expected=16.000000 predicted=17.127988, expected=4.000000 predicted=11.647670, expected=8.000000 predicted=9.930411, expected=52.000000 predicted=21.559837, expected=8.000000 predicted=14.402605, expected=4.000000 predicted=14.610244, expected=12.000000 predicted=13.858179, expected=24.000000 predicted=19.105063, expected=4.000000 predicted=16.176731, expected=24.000000 predicted=14.241389, expected=24.000000 predicted=15.541796, expected=20.000000 predicted=18.152843, expected=52.000000 predicted=27.886780, expected=12.000000 predicted=20.007709, expected=16.000000 predicted=24.485003, expected=8.000000 predicted=20.091118, expected=16.000000 predicted=20.946358, expected=20.000000 predicted=21.198245, expected=12.000000 predicted=13.623995, expected=4.000000 Test MSE: 232.041
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513])] predicted=60.230459, expected=112.000000 predicted=78.582797, expected=128.000000 predicted=95.760003, expected=56.000000 predicted=74.609870, expected=104.000000 predicted=82.809559, expected=148.000000 predicted=111.519955, expected=92.000000 predicted=106.697917, expected=108.000000 predicted=102.977118, expected=72.000000 predicted=94.651125, expected=36.000000 predicted=79.861135, expected=32.000000 predicted=65.369710, expected=84.000000 predicted=70.317894, expected=100.000000 predicted=78.021749, expected=96.000000 predicted=76.609202, expected=132.000000 predicted=92.359274, expected=88.000000 predicted=93.450466, expected=268.000000 predicted=154.314975, expected=72.000000 predicted=131.503628, expected=272.000000 predicted=162.896712, expected=152.000000 predicted=180.989961, expected=72.000000 predicted=142.300533, expected=172.000000 predicted=150.302154, expected=224.000000 predicted=178.483424, expected=740.000000 predicted=368.078177, expected=108.000000 predicted=283.759002, expected=184.000000 predicted=207.610492, expected=184.000000 predicted=289.070272, expected=148.000000 predicted=326.147480, expected=112.000000 predicted=176.676311, expected=156.000000 predicted=151.714110, expected=148.000000 predicted=155.315237, expected=96.000000 predicted=130.977607, expected=116.000000 predicted=121.128194, expected=144.000000 predicted=133.839338, expected=140.000000 predicted=134.415127, expected=72.000000 predicted=109.997354, expected=112.000000 predicted=109.991016, expected=132.000000 predicted=123.937575, expected=56.000000 predicted=101.979529, expected=72.000000 predicted=83.646939, expected=236.000000 predicted=131.621170, expected=116.000000 predicted=132.200860, expected=64.000000 predicted=98.379358, expected=124.000000 predicted=113.829715, expected=112.000000 predicted=129.449754, expected=80.000000 predicted=105.371090, expected=48.000000 predicted=80.915641, expected=72.000000 predicted=82.312413, expected=88.000000 predicted=84.462431, expected=120.000000 predicted=88.395545, expected=48.000000 predicted=73.894003, expected=72.000000 predicted=73.258648, expected=28.000000 predicted=67.339480, expected=84.000000 predicted=70.729060, expected=108.000000 predicted=77.729117, expected=44.000000 predicted=65.110705, expected=32.000000 predicted=52.852854, expected=36.000000 predicted=55.277547, expected=8.000000 predicted=44.169882, expected=4.000000 predicted=25.334237, expected=60.000000 predicted=31.698355, expected=48.000000 predicted=35.869604, expected=68.000000 predicted=39.943079, expected=104.000000 predicted=59.577399, expected=52.000000 predicted=63.022435, expected=112.000000 predicted=76.636735, expected=76.000000 predicted=82.389067, expected=72.000000 predicted=79.584030, expected=80.000000 predicted=78.952856, expected=72.000000 predicted=80.030551, expected=108.000000 predicted=85.617083, expected=108.000000 predicted=91.253778, expected=92.000000 predicted=90.943846, expected=108.000000 predicted=96.431214, expected=64.000000 predicted=91.780650, expected=56.000000 predicted=81.149603, expected=60.000000 predicted=74.973863, expected=128.000000 predicted=89.072825, expected=48.000000 predicted=74.408405, expected=76.000000 predicted=68.904832, expected=56.000000 predicted=71.117861, expected=88.000000 predicted=78.420364, expected=60.000000 predicted=69.866834, expected=68.000000 predicted=66.620839, expected=92.000000 predicted=74.946035, expected=56.000000 predicted=71.359051, expected=68.000000 predicted=67.596473, expected=92.000000 predicted=76.254276, expected=88.000000 predicted=80.935716, expected=68.000000 predicted=74.300049, expected=100.000000 predicted=81.963364, expected=112.000000 predicted=94.334963, expected=44.000000 predicted=79.559288, expected=52.000000 predicted=69.358870, expected=56.000000 predicted=70.490508, expected=80.000000 predicted=72.235801, expected=52.000000 predicted=60.457598, expected=88.000000 predicted=65.069628, expected=40.000000 predicted=61.503142, expected=84.000000 predicted=67.061162, expected=52.000000 predicted=64.793299, expected=116.000000 predicted=77.191767, expected=84.000000 predicted=80.010728, expected=80.000000 predicted=78.701403, expected=68.000000 predicted=78.121391, expected=100.000000 predicted=87.696130, expected=60.000000 predicted=80.290122, expected=56.000000 predicted=69.346251, expected=72.000000 predicted=71.063074, expected=68.000000 predicted=71.425959, expected=76.000000 predicted=69.053194, expected=32.000000 predicted=57.795684, expected=40.000000 predicted=52.879342, expected=32.000000 predicted=48.946298, expected=76.000000 predicted=54.267949, expected=20.000000 predicted=42.131476, expected=84.000000 predicted=49.486491, expected=48.000000 predicted=53.939045, expected=52.000000 predicted=52.172509, expected=72.000000 predicted=57.817995, expected=32.000000 predicted=53.698801, expected=32.000000 predicted=45.262986, expected=72.000000 predicted=53.275316, expected=48.000000 predicted=53.024327, expected=60.000000 predicted=49.917910, expected=104.000000 predicted=65.762262, expected=48.000000 predicted=64.783660, expected=56.000000 predicted=59.788131, expected=84.000000 predicted=70.140841, expected=48.000000 predicted=66.950957, expected=48.000000 predicted=56.730946, expected=48.000000 predicted=54.707517, expected=76.000000 predicted=61.869266, expected=88.000000 predicted=67.110868, expected=36.000000 predicted=56.697061, expected=48.000000 predicted=54.146672, expected=52.000000 predicted=58.443761, expected=124.000000 predicted=75.855480, expected=64.000000 predicted=69.903509, expected=84.000000 predicted=69.792449, expected=60.000000 predicted=73.729558, expected=44.000000 predicted=69.240745, expected=116.000000 predicted=79.710197, expected=56.000000 predicted=73.760280, expected=52.000000 predicted=62.192446, expected=64.000000 predicted=64.660301, expected=40.000000 predicted=62.393795, expected=72.000000 predicted=60.409147, expected=52.000000 predicted=56.910143, expected=40.000000 predicted=51.034889, expected=56.000000 predicted=51.879958, expected=56.000000 predicted=55.017898, expected=48.000000 predicted=51.324039, expected=40.000000 predicted=46.595616, expected=64.000000 predicted=52.382530, expected=32.000000 predicted=47.902083, expected=44.000000 predicted=44.155152, expected=48.000000 predicted=46.035643, expected=88.000000 predicted=57.760303, expected=76.000000 predicted=61.769720, expected=44.000000 predicted=55.933960, expected=92.000000 predicted=68.051120, expected=76.000000 predicted=75.978835, expected=52.000000 predicted=66.915503, expected=64.000000 predicted=64.186040, expected=64.000000 predicted=67.858247, expected=64.000000 predicted=65.621129, expected=44.000000 predicted=57.007343, expected=60.000000 predicted=57.490520, expected=76.000000 predicted=63.701172, expected=40.000000 predicted=56.330103, expected=96.000000 predicted=64.324772, expected=104.000000 predicted=78.784735, expected=32.000000 predicted=66.008885, expected=64.000000 predicted=63.146585, expected=52.000000 predicted=67.000068, expected=68.000000 predicted=66.003575, expected=116.000000 predicted=74.037319, expected=40.000000 predicted=65.561867, expected=44.000000 predicted=57.953423, expected=60.000000 predicted=63.402072, expected=60.000000 predicted=64.993688, expected=60.000000 predicted=57.190923, expected=36.000000 predicted=49.298178, expected=84.000000 predicted=59.883279, expected=84.000000 predicted=68.539029, expected=92.000000 predicted=72.813375, expected=120.000000 predicted=85.436827, expected=124.000000 predicted=100.764459, expected=68.000000 predicted=94.025849, expected=116.000000 predicted=100.782813, expected=100.000000 predicted=106.212476, expected=108.000000 predicted=104.402115, expected=128.000000 predicted=107.533890, expected=148.000000 predicted=120.808636, expected=164.000000 predicted=133.494783, expected=128.000000 predicted=133.278167, expected=188.000000 predicted=150.550189, expected=116.000000 predicted=147.208951, expected=100.000000 predicted=132.579396, expected=120.000000 predicted=129.497566, expected=80.000000 predicted=118.258880, expected=56.000000 predicted=93.825417, expected=96.000000 predicted=90.438250, expected=28.000000 predicted=74.194525, expected=104.000000 predicted=75.301077, expected=44.000000 predicted=67.374418, expected=88.000000 predicted=70.171470, expected=80.000000 predicted=72.853843, expected=44.000000 predicted=66.793951, expected=76.000000 predicted=66.913291, expected=64.000000 predicted=69.403798, expected=56.000000 predicted=64.229350, expected=44.000000 predicted=55.825662, expected=36.000000 predicted=51.565574, expected=76.000000 predicted=57.603139, expected=24.000000 predicted=47.803918, expected=76.000000 predicted=51.218978, expected=68.000000 predicted=58.414092, expected=88.000000 predicted=67.106145, expected=92.000000 predicted=72.911695, expected=60.000000 predicted=72.556610, expected=48.000000 predicted=67.000944, expected=36.000000 predicted=60.602427, expected=56.000000 predicted=58.799262, expected=80.000000 predicted=61.303386, expected=40.000000 predicted=52.742909, expected=44.000000 predicted=47.914959, expected=32.000000 predicted=47.000795, expected=48.000000 predicted=48.372979, expected=76.000000 predicted=53.127457, expected=48.000000 predicted=50.569461, expected=56.000000 predicted=50.347437, expected=72.000000 predicted=59.342888, expected=52.000000 predicted=60.151786, expected=92.000000 predicted=66.280838, expected=84.000000 predicted=72.993198, expected=48.000000 predicted=66.656588, expected=88.000000 predicted=71.631876, expected=76.000000 predicted=77.670612, expected=104.000000 predicted=82.990339, expected=36.000000 predicted=68.791760, expected=52.000000 predicted=64.241821, expected=36.000000 predicted=59.433057, expected=52.000000 predicted=56.090192, expected=64.000000 predicted=53.098253, expected=80.000000 predicted=58.761790, expected=64.000000 predicted=60.084481, expected=72.000000 predicted=64.242995, expected=108.000000 predicted=79.255637, expected=40.000000 predicted=71.163814, expected=84.000000 predicted=71.220248, expected=76.000000 predicted=76.568841, expected=52.000000 predicted=70.353181, expected=64.000000 predicted=63.810712, expected=48.000000 predicted=61.888710, expected=88.000000 predicted=67.999452, expected=48.000000 predicted=61.558211, expected=72.000000 predicted=62.193007, expected=64.000000 predicted=64.402517, expected=88.000000 predicted=72.140723, expected=56.000000 predicted=66.902916, expected=56.000000 predicted=63.279986, expected=24.000000 predicted=54.223060, expected=32.000000 predicted=47.930047, expected=64.000000 predicted=50.221893, expected=64.000000 predicted=52.013609, expected=48.000000 predicted=47.258803, expected=76.000000 predicted=55.506643, expected=72.000000 predicted=64.917842, expected=64.000000 predicted=64.723611, expected=44.000000 predicted=58.389585, expected=28.000000 predicted=51.840372, expected=40.000000 predicted=48.610092, expected=64.000000 predicted=51.299674, expected=64.000000 predicted=51.979628, expected=36.000000 predicted=45.228866, expected=68.000000 predicted=52.227432, expected=36.000000 predicted=52.328388, expected=56.000000 predicted=51.508758, expected=72.000000 predicted=56.359533, expected=88.000000 predicted=66.047710, expected=56.000000 predicted=62.290668, expected=60.000000 predicted=62.026966, expected=72.000000 predicted=68.557791, expected=36.000000 predicted=61.002420, expected=76.000000 predicted=60.969150, expected=60.000000 predicted=62.036316, expected=44.000000 predicted=55.967553, expected=40.000000 predicted=49.608765, expected=64.000000 predicted=55.673980, expected=52.000000 predicted=54.597022, expected=68.000000 predicted=54.839123, expected=44.000000 predicted=52.512527, expected=64.000000 predicted=56.511526, expected=128.000000 predicted=77.081077, expected=80.000000 predicted=79.795873, expected=56.000000 predicted=69.993986, expected=116.000000 predicted=86.383074, expected=76.000000 predicted=91.317595, expected=44.000000 predicted=73.063992, expected=100.000000 predicted=77.747563, expected=124.000000 predicted=95.669458, expected=52.000000 predicted=80.943100, expected=56.000000 predicted=69.501378, expected=48.000000 predicted=70.076895, expected=52.000000 predicted=66.452845, expected=84.000000 predicted=64.811417, expected=88.000000 predicted=68.716940, expected=128.000000 predicted=84.083880, expected=92.000000 predicted=88.829431, expected=56.000000 predicted=82.315872, expected=100.000000 predicted=90.121498, expected=56.000000 predicted=85.202385, expected=32.000000 predicted=65.488437, expected=100.000000 predicted=70.974329, expected=20.000000 predicted=60.334786, expected=88.000000 predicted=61.176709, expected=120.000000 predicted=77.631769, expected=76.000000 predicted=80.531397, expected=76.000000 predicted=75.415447, expected=52.000000 predicted=74.180801, expected=96.000000 predicted=84.079264, expected=108.000000 predicted=88.503614, expected=136.000000 predicted=98.330335, expected=84.000000 predicted=94.371594, expected=84.000000 predicted=94.085004, expected=56.000000 predicted=88.674631, expected=108.000000 predicted=94.513080, expected=108.000000 predicted=95.464022, expected=56.000000 predicted=80.753173, expected=92.000000 predicted=81.489157, expected=32.000000 predicted=73.907465, expected=128.000000 predicted=86.530129, expected=52.000000 predicted=76.474424, expected=88.000000 predicted=75.309504, expected=48.000000 predicted=69.086889, expected=84.000000 predicted=75.764769, expected=108.000000 predicted=83.388173, expected=80.000000 predicted=81.687559, expected=144.000000 predicted=95.792447, expected=60.000000 predicted=92.081093, expected=64.000000 predicted=84.348439, expected=144.000000 predicted=101.412738, expected=132.000000 predicted=114.418678, expected=68.000000 predicted=94.827464, expected=100.000000 predicted=94.496866, expected=104.000000 predicted=106.930748, expected=108.000000 predicted=106.543172, expected=84.000000 predicted=94.399690, expected=76.000000 predicted=89.645205, expected=60.000000 predicted=83.757918, expected=76.000000 predicted=80.743383, expected=56.000000 predicted=71.839589, expected=76.000000 predicted=69.460999, expected=48.000000 predicted=63.055754, expected=80.000000 predicted=66.625125, expected=96.000000 predicted=74.878886, expected=56.000000 predicted=70.218535, expected=76.000000 predicted=69.632506, expected=88.000000 predicted=78.303783, expected=44.000000 predicted=70.901626, expected=92.000000 predicted=72.161517, expected=88.000000 predicted=78.880701, expected=80.000000 predicted=79.082623, expected=76.000000 predicted=75.829630, expected=36.000000 predicted=68.405614, expected=64.000000 predicted=67.371700, expected=52.000000 predicted=63.019325, expected=56.000000 Test MSE: 2258.498
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518])] predicted=80.306036, expected=60.000000 predicted=93.288132, expected=60.000000 predicted=74.192439, expected=96.000000 predicted=70.473805, expected=80.000000 predicted=74.118444, expected=84.000000 predicted=74.861730, expected=28.000000 predicted=57.986696, expected=104.000000 predicted=71.690354, expected=76.000000 predicted=88.114739, expected=52.000000 predicted=71.002081, expected=96.000000 predicted=68.059071, expected=120.000000 predicted=86.891274, expected=60.000000 predicted=88.933693, expected=44.000000 predicted=59.620507, expected=56.000000 predicted=61.512535, expected=56.000000 predicted=77.568819, expected=60.000000 predicted=72.365067, expected=56.000000 predicted=55.353566, expected=76.000000 predicted=58.602375, expected=76.000000 predicted=66.444047, expected=48.000000 predicted=59.649203, expected=72.000000 predicted=60.123507, expected=60.000000 predicted=65.152590, expected=124.000000 predicted=84.311033, expected=64.000000 predicted=78.671984, expected=92.000000 predicted=70.268430, expected=108.000000 predicted=85.871254, expected=48.000000 predicted=81.837066, expected=60.000000 predicted=74.419352, expected=48.000000 predicted=64.690779, expected=84.000000 predicted=79.907010, expected=96.000000 predicted=84.301863, expected=124.000000 predicted=83.974512, expected=100.000000 predicted=85.986480, expected=56.000000 predicted=72.610065, expected=64.000000 predicted=74.954473, expected=60.000000 predicted=82.755673, expected=120.000000 predicted=99.484635, expected=124.000000 predicted=101.407781, expected=112.000000 predicted=91.017915, expected=112.000000 predicted=90.727546, expected=64.000000 predicted=88.051221, expected=72.000000 predicted=92.992129, expected=56.000000 predicted=88.281259, expected=76.000000 predicted=86.126365, expected=80.000000 predicted=82.728062, expected=72.000000 predicted=71.663724, expected=60.000000 predicted=65.425222, expected=92.000000 predicted=71.684220, expected=88.000000 predicted=83.758376, expected=44.000000 predicted=69.775398, expected=60.000000 predicted=59.732159, expected=44.000000 predicted=61.971209, expected=140.000000 predicted=91.087824, expected=44.000000 predicted=78.735120, expected=84.000000 predicted=59.140361, expected=152.000000 predicted=89.774627, expected=48.000000 predicted=92.210377, expected=104.000000 predicted=86.998560, expected=160.000000 predicted=99.864249, expected=68.000000 predicted=111.815326, expected=92.000000 predicted=94.895974, expected=72.000000 predicted=78.329572, expected=76.000000 predicted=98.485151, expected=52.000000 predicted=88.065694, expected=92.000000 predicted=75.361433, expected=80.000000 predicted=83.087768, expected=136.000000 predicted=92.412726, expected=84.000000 predicted=88.708374, expected=52.000000 predicted=70.637050, expected=40.000000 predicted=66.002493, expected=108.000000 predicted=87.641621, expected=108.000000 predicted=106.864749, expected=96.000000 predicted=86.607283, expected=64.000000 predicted=66.306116, expected=28.000000 predicted=58.556320, expected=48.000000 predicted=70.723576, expected=36.000000 predicted=68.018663, expected=104.000000 predicted=74.694531, expected=76.000000 predicted=68.652255, expected=92.000000 predicted=63.025748, expected=60.000000 predicted=61.221443, expected=72.000000 predicted=66.917675, expected=32.000000 predicted=69.595051, expected=64.000000 predicted=64.446257, expected=52.000000 predicted=65.973336, expected=92.000000 predicted=68.441314, expected=60.000000 predicted=65.135666, expected=76.000000 predicted=58.602119, expected=36.000000 predicted=57.295271, expected=76.000000 predicted=62.700296, expected=32.000000 predicted=63.938828, expected=60.000000 predicted=55.707202, expected=52.000000 predicted=56.777211, expected=84.000000 predicted=60.691718, expected=56.000000 predicted=63.231742, expected=48.000000 predicted=48.865945, expected=48.000000 predicted=52.500791, expected=40.000000 predicted=53.547337, expected=76.000000 predicted=63.881492, expected=116.000000 predicted=75.072080, expected=96.000000 predicted=78.108371, expected=80.000000 predicted=68.840424, expected=44.000000 predicted=60.201134, expected=36.000000 predicted=65.019305, expected=44.000000 predicted=70.523963, expected=68.000000 predicted=70.198717, expected=32.000000 predicted=55.252472, expected=64.000000 predicted=45.219948, expected=84.000000 predicted=57.972661, expected=24.000000 predicted=52.818514, expected=120.000000 predicted=64.400310, expected=32.000000 predicted=60.730748, expected=100.000000 predicted=69.449989, expected=100.000000 predicted=80.096090, expected=96.000000 predicted=82.540665, expected=48.000000 predicted=77.184051, expected=36.000000 predicted=52.289254, expected=36.000000 predicted=65.306802, expected=52.000000 predicted=67.805270, expected=52.000000 predicted=61.447364, expected=72.000000 predicted=52.887468, expected=64.000000 predicted=53.071539, expected=60.000000 predicted=53.357116, expected=76.000000 predicted=60.904385, expected=72.000000 predicted=67.496085, expected=44.000000 predicted=62.558157, expected=64.000000 predicted=58.305796, expected=84.000000 predicted=70.283219, expected=68.000000 predicted=74.156863, expected=52.000000 predicted=60.159071, expected=100.000000 predicted=65.976044, expected=44.000000 predicted=71.119213, expected=52.000000 predicted=61.855928, expected=48.000000 predicted=55.394991, expected=112.000000 predicted=75.803519, expected=76.000000 predicted=83.990042, expected=64.000000 predicted=60.176535, expected=36.000000 predicted=51.492023, expected=72.000000 predicted=64.173720, expected=60.000000 predicted=78.521018, expected=92.000000 predicted=72.886209, expected=104.000000 predicted=76.602527, expected=60.000000 predicted=67.630911, expected=52.000000 predicted=62.206752, expected=48.000000 predicted=61.512928, expected=40.000000 predicted=67.540297, expected=28.000000 predicted=56.733754, expected=72.000000 predicted=52.907040, expected=72.000000 predicted=60.808386, expected=152.000000 predicted=80.974698, expected=12.000000 predicted=59.702333, expected=56.000000 predicted=42.251315, expected=4.000000 predicted=50.711236, expected=44.000000 predicted=60.258931, expected=60.000000 predicted=69.700061, expected=144.000000 predicted=67.487528, expected=108.000000 predicted=82.908277, expected=40.000000 predicted=49.207434, expected=60.000000 predicted=52.673584, expected=88.000000 predicted=83.915115, expected=52.000000 predicted=95.087747, expected=120.000000 predicted=83.416437, expected=120.000000 predicted=86.298587, expected=96.000000 predicted=90.199116, expected=84.000000 predicted=83.403085, expected=92.000000 predicted=84.884492, expected=40.000000 predicted=90.312433, expected=52.000000 predicted=75.958690, expected=72.000000 predicted=75.431303, expected=96.000000 predicted=84.283313, expected=104.000000 predicted=85.978874, expected=84.000000 predicted=71.248892, expected=72.000000 predicted=70.289048, expected=84.000000 predicted=80.190453, expected=68.000000 predicted=86.122647, expected=88.000000 predicted=86.103452, expected=100.000000 predicted=86.991775, expected=108.000000 predicted=90.981295, expected=96.000000 predicted=90.634169, expected=48.000000 predicted=73.928747, expected=72.000000 predicted=76.106268, expected=52.000000 predicted=80.525488, expected=84.000000 predicted=83.621197, expected=108.000000 predicted=86.819554, expected=88.000000 predicted=78.518451, expected=76.000000 predicted=73.950671, expected=68.000000 predicted=69.289540, expected=64.000000 predicted=78.638893, expected=56.000000 predicted=78.053808, expected=72.000000 predicted=72.726963, expected=92.000000 predicted=77.459364, expected=36.000000 predicted=64.137120, expected=72.000000 predicted=57.999598, expected=92.000000 predicted=72.985609, expected=56.000000 predicted=75.312351, expected=56.000000 predicted=62.802196, expected=92.000000 predicted=63.721790, expected=96.000000 predicted=86.376761, expected=112.000000 predicted=91.385795, expected=64.000000 predicted=73.089183, expected=56.000000 predicted=65.605603, expected=52.000000 predicted=72.766513, expected=64.000000 predicted=77.923050, expected=80.000000 predicted=80.974508, expected=104.000000 predicted=77.214106, expected=140.000000 predicted=90.853322, expected=88.000000 predicted=86.772140, expected=52.000000 predicted=70.638274, expected=116.000000 predicted=88.509744, expected=64.000000 predicted=101.217280, expected=112.000000 predicted=102.494989, expected=96.000000 predicted=89.923572, expected=96.000000 predicted=87.044886, expected=80.000000 predicted=91.640915, expected=56.000000 predicted=75.030267, expected=76.000000 predicted=84.647817, expected=60.000000 predicted=80.249827, expected=64.000000 predicted=74.331236, expected=88.000000 predicted=73.555728, expected=152.000000 predicted=94.172938, expected=48.000000 predicted=84.099576, expected=64.000000 predicted=60.352899, expected=68.000000 predicted=70.668542, expected=32.000000 predicted=77.762875, expected=108.000000 predicted=89.425726, expected=64.000000 predicted=69.961540, expected=136.000000 predicted=84.234037, expected=120.000000 predicted=93.201713, expected=56.000000 predicted=75.955395, expected=80.000000 predicted=79.767655, expected=60.000000 predicted=80.429684, expected=80.000000 predicted=97.157515, expected=56.000000 predicted=79.373442, expected=88.000000 predicted=69.334169, expected=108.000000 predicted=85.603755, expected=92.000000 predicted=84.665785, expected=76.000000 predicted=77.874417, expected=60.000000 predicted=68.872458, expected=120.000000 predicted=93.275129, expected=100.000000 predicted=104.722795, expected=56.000000 predicted=81.006985, expected=72.000000 predicted=67.913182, expected=104.000000 predicted=86.474083, expected=140.000000 predicted=116.077059, expected=84.000000 predicted=96.657790, expected=108.000000 predicted=82.176142, expected=60.000000 predicted=84.831307, expected=68.000000 predicted=89.542272, expected=56.000000 predicted=87.109499, expected=92.000000 predicted=82.909746, expected=56.000000 predicted=79.413193, expected=128.000000 predicted=79.265119, expected=144.000000 predicted=101.937668, expected=128.000000 predicted=105.123658, expected=56.000000 predicted=85.566197, expected=100.000000 predicted=83.722512, expected=48.000000 predicted=100.921416, expected=96.000000 predicted=101.843260, expected=120.000000 predicted=103.652539, expected=84.000000 predicted=87.591614, expected=60.000000 predicted=75.814077, expected=68.000000 predicted=66.708591, expected=40.000000 predicted=77.080812, expected=88.000000 predicted=83.283252, expected=72.000000 predicted=76.464178, expected=76.000000 predicted=68.595406, expected=120.000000 predicted=79.647383, expected=100.000000 predicted=85.763284, expected=64.000000 predicted=81.552331, expected=124.000000 predicted=86.211523, expected=48.000000 predicted=88.058347, expected=100.000000 predicted=92.255693, expected=88.000000 predicted=89.867813, expected=80.000000 predicted=85.182492, expected=132.000000 predicted=100.638557, expected=64.000000 predicted=83.678682, expected=76.000000 predicted=82.483446, expected=40.000000 predicted=70.507802, expected=88.000000 predicted=81.255491, expected=88.000000 predicted=94.565762, expected=76.000000 predicted=75.353526, expected=100.000000 predicted=76.101682, expected=60.000000 predicted=70.269259, expected=60.000000 predicted=73.264551, expected=68.000000 predicted=72.940765, expected=72.000000 predicted=76.790414, expected=84.000000 predicted=80.227861, expected=76.000000 predicted=70.481978, expected=80.000000 predicted=71.257106, expected=60.000000 predicted=69.722192, expected=60.000000 predicted=67.943500, expected=4.000000 predicted=54.123562, expected=44.000000 predicted=49.281721, expected=108.000000 predicted=73.599776, expected=124.000000 predicted=88.622594, expected=72.000000 predicted=68.865246, expected=52.000000 predicted=43.789388, expected=84.000000 predicted=70.312344, expected=76.000000 predicted=94.926181, expected=80.000000 predicted=88.715730, expected=24.000000 predicted=57.074625, expected=56.000000 predicted=52.799453, expected=104.000000 predicted=80.275636, expected=56.000000 predicted=76.588296, expected=100.000000 predicted=68.910329, expected=16.000000 predicted=48.246408, expected=120.000000 predicted=72.767692, expected=104.000000 predicted=97.602176, expected=76.000000 predicted=81.557860, expected=72.000000 predicted=70.764917, expected=112.000000 predicted=78.155391, expected=68.000000 predicted=99.154212, expected=84.000000 predicted=83.772560, expected=60.000000 predicted=73.523686, expected=88.000000 predicted=80.838652, expected=100.000000 predicted=93.097673, expected=44.000000 predicted=72.320303, expected=52.000000 predicted=61.205844, expected=88.000000 predicted=71.563882, expected=56.000000 predicted=79.767732, expected=100.000000 predicted=77.207702, expected=80.000000 predicted=70.009521, expected=120.000000 predicted=84.746779, expected=4.000000 predicted=67.544330, expected=40.000000 predicted=48.532331, expected=84.000000 predicted=76.345073, expected=32.000000 predicted=72.836605, expected=124.000000 predicted=74.703209, expected=120.000000 predicted=73.072425, expected=56.000000 predicted=73.445526, expected=116.000000 predicted=77.180030, expected=96.000000 predicted=88.807978, expected=168.000000 predicted=126.582183, expected=100.000000 predicted=113.674057, expected=48.000000 predicted=79.285527, expected=72.000000 predicted=84.565509, expected=64.000000 predicted=94.743629, expected=52.000000 predicted=93.803618, expected=84.000000 predicted=72.503540, expected=44.000000 predicted=60.594331, expected=88.000000 predicted=67.590372, expected=84.000000 predicted=72.756049, expected=140.000000 predicted=90.235280, expected=32.000000 predicted=76.255198, expected=84.000000 predicted=62.759671, expected=92.000000 predicted=87.260524, expected=68.000000 predicted=91.159678, expected=64.000000 predicted=79.087492, expected=48.000000 predicted=56.166495, expected=96.000000 predicted=78.961862, expected=88.000000 predicted=85.500474, expected=56.000000 predicted=68.877769, expected=52.000000 predicted=56.973201, expected=48.000000 predicted=59.308650, expected=100.000000 predicted=81.691780, expected=88.000000 predicted=82.740118, expected=76.000000 predicted=68.919594, expected=88.000000 predicted=68.625560, expected=100.000000 predicted=83.346003, expected=72.000000 predicted=89.163584, expected=56.000000 predicted=73.370740, expected=68.000000 predicted=71.791599, expected=108.000000 predicted=89.591526, expected=92.000000 predicted=92.274140, expected=48.000000 predicted=67.812119, expected=80.000000 predicted=65.123971, expected=68.000000 predicted=78.783990, expected=36.000000 predicted=73.402317, expected=76.000000 predicted=64.721550, expected=60.000000 predicted=64.223116, expected=100.000000 predicted=76.682319, expected=92.000000 predicted=75.869069, expected=52.000000 predicted=63.592002, expected=56.000000 predicted=62.727564, expected=56.000000 predicted=66.333250, expected=72.000000 predicted=77.808005, expected=116.000000 predicted=83.874843, expected=56.000000 predicted=69.628307, expected=76.000000 predicted=63.082837, expected=48.000000 predicted=63.377147, expected=48.000000 predicted=67.958300, expected=52.000000 predicted=67.969896, expected=56.000000 predicted=58.364468, expected=144.000000 predicted=82.454777, expected=84.000000 predicted=80.894608, expected=80.000000 predicted=68.264613, expected=52.000000 predicted=62.603321, expected=40.000000 predicted=69.324251, expected=40.000000 predicted=75.425351, expected=76.000000 predicted=68.553367, expected=84.000000 predicted=72.605819, expected=72.000000 predicted=62.762910, expected=80.000000 predicted=60.178749, expected=60.000000 predicted=63.744480, expected=48.000000 predicted=66.009286, expected=48.000000 predicted=62.495751, expected=96.000000 predicted=73.328268, expected=100.000000 predicted=83.744666, expected=124.000000 predicted=84.947168, expected=84.000000 predicted=78.141730, expected=92.000000 predicted=80.685692, expected=52.000000 predicted=84.260181, expected=36.000000 predicted=74.996264, expected=84.000000 predicted=81.834590, expected=104.000000 predicted=89.301178, expected=100.000000 predicted=87.708931, expected=56.000000 predicted=63.000232, expected=68.000000 predicted=61.613881, expected=68.000000 predicted=79.521212, expected=52.000000 predicted=78.445915, expected=100.000000 predicted=78.379527, expected=88.000000 predicted=77.710185, expected=100.000000 predicted=81.635039, expected=84.000000 predicted=77.919847, expected=40.000000 predicted=67.414221, expected=80.000000 predicted=77.383632, expected=76.000000 predicted=84.120115, expected=76.000000 predicted=82.717140, expected=116.000000 predicted=81.747481, expected=48.000000 predicted=69.707002, expected=12.000000 predicted=53.508719, expected=76.000000 predicted=60.914770, expected=76.000000 predicted=81.913309, expected=72.000000 predicted=77.939908, expected=72.000000 predicted=54.095556, expected=96.000000 predicted=64.174118, expected=72.000000 predicted=79.344971, expected=84.000000 predicted=76.673687, expected=60.000000 predicted=72.009363, expected=72.000000 predicted=73.999649, expected=52.000000 Test MSE: 860.336
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939])] predicted=90.612865, expected=20.000000 predicted=55.798701, expected=24.000000 predicted=68.729419, expected=4.000000 predicted=45.845705, expected=16.000000 predicted=35.240111, expected=4.000000 predicted=32.592391, expected=116.000000 predicted=45.502234, expected=40.000000 predicted=30.353911, expected=32.000000 predicted=26.792301, expected=112.000000 predicted=66.034000, expected=168.000000 predicted=72.336611, expected=80.000000 predicted=92.988075, expected=120.000000 predicted=98.140419, expected=92.000000 predicted=85.050675, expected=76.000000 predicted=92.747985, expected=60.000000 predicted=110.105378, expected=60.000000 predicted=71.832887, expected=60.000000 predicted=80.542189, expected=76.000000 predicted=74.679079, expected=68.000000 predicted=68.244296, expected=60.000000 predicted=61.842936, expected=100.000000 predicted=76.868936, expected=100.000000 predicted=76.847310, expected=116.000000 predicted=91.706030, expected=68.000000 predicted=80.570173, expected=104.000000 predicted=88.207088, expected=84.000000 predicted=93.272414, expected=232.000000 predicted=137.968697, expected=12.000000 predicted=90.065806, expected=16.000000 predicted=69.277233, expected=64.000000 predicted=98.955695, expected=120.000000 predicted=67.930021, expected=40.000000 predicted=105.604991, expected=140.000000 predicted=77.159648, expected=44.000000 predicted=55.024858, expected=84.000000 predicted=69.536925, expected=88.000000 predicted=105.366633, expected=4.000000 predicted=35.811325, expected=76.000000 predicted=93.701859, expected=188.000000 predicted=92.046415, expected=180.000000 predicted=105.208277, expected=16.000000 predicted=80.804351, expected=56.000000 predicted=78.417049, expected=64.000000 predicted=83.698242, expected=20.000000 predicted=77.458110, expected=44.000000 predicted=93.381034, expected=108.000000 predicted=55.309587, expected=48.000000 predicted=45.937831, expected=40.000000 predicted=57.791730, expected=32.000000 predicted=44.399392, expected=60.000000 predicted=45.879913, expected=76.000000 predicted=73.491304, expected=152.000000 predicted=81.511899, expected=188.000000 predicted=104.491790, expected=44.000000 predicted=63.688057, expected=20.000000 predicted=78.078574, expected=84.000000 predicted=92.748564, expected=88.000000 predicted=89.733801, expected=76.000000 predicted=106.007645, expected=108.000000 predicted=80.430798, expected=84.000000 predicted=61.756246, expected=128.000000 predicted=99.955112, expected=16.000000 predicted=68.890894, expected=60.000000 predicted=74.516354, expected=108.000000 predicted=100.024629, expected=136.000000 predicted=83.727801, expected=68.000000 predicted=95.220641, expected=144.000000 predicted=91.704183, expected=256.000000 predicted=146.302239, expected=172.000000 predicted=129.751872, expected=68.000000 predicted=133.209866, expected=40.000000 predicted=107.678599, expected=48.000000 predicted=99.343600, expected=56.000000 predicted=117.966816, expected=72.000000 predicted=94.824345, expected=136.000000 predicted=89.911358, expected=124.000000 predicted=80.411901, expected=64.000000 predicted=69.598198, expected=60.000000 predicted=80.621400, expected=36.000000 predicted=63.312755, expected=100.000000 predicted=97.683337, expected=100.000000 predicted=94.520892, expected=176.000000 predicted=106.279675, expected=96.000000 predicted=89.770113, expected=76.000000 predicted=76.251127, expected=52.000000 predicted=95.990655, expected=52.000000 predicted=72.462757, expected=52.000000 predicted=96.860968, expected=80.000000 predicted=76.242994, expected=156.000000 predicted=101.630854, expected=28.000000 predicted=47.125916, expected=32.000000 predicted=59.691703, expected=52.000000 predicted=67.954740, expected=44.000000 predicted=45.470370, expected=80.000000 predicted=95.709297, expected=52.000000 predicted=43.752585, expected=104.000000 predicted=65.973622, expected=64.000000 predicted=63.237301, expected=116.000000 predicted=77.656665, expected=104.000000 predicted=94.427262, expected=76.000000 predicted=68.767103, expected=40.000000 predicted=82.623317, expected=40.000000 Test MSE: 2609.707
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692])] predicted=54.719087, expected=76.000000 predicted=62.992216, expected=32.000000 predicted=51.429147, expected=28.000000 predicted=46.341375, expected=56.000000 predicted=47.931141, expected=44.000000 predicted=52.380883, expected=20.000000 predicted=42.440204, expected=12.000000 predicted=27.481189, expected=32.000000 predicted=30.040372, expected=32.000000 predicted=34.796273, expected=52.000000 predicted=37.549947, expected=36.000000 predicted=32.116666, expected=40.000000 predicted=32.905501, expected=24.000000 predicted=33.545543, expected=44.000000 predicted=37.483431, expected=56.000000 predicted=46.251472, expected=20.000000 predicted=34.278020, expected=76.000000 predicted=48.305212, expected=60.000000 predicted=48.590996, expected=44.000000 predicted=48.806910, expected=16.000000 predicted=41.381038, expected=28.000000 predicted=34.020040, expected=48.000000 predicted=48.167308, expected=16.000000 predicted=34.522122, expected=52.000000 predicted=37.841799, expected=76.000000 predicted=45.011831, expected=64.000000 predicted=50.208955, expected=24.000000 predicted=43.943707, expected=12.000000 predicted=31.385756, expected=24.000000 predicted=37.614819, expected=24.000000 predicted=37.602032, expected=56.000000 predicted=41.575705, expected=72.000000 predicted=43.278626, expected=48.000000 predicted=39.797919, expected=28.000000 predicted=37.373859, expected=24.000000 predicted=35.155195, expected=40.000000 predicted=43.848679, expected=12.000000 predicted=36.030033, expected=48.000000 predicted=37.226776, expected=44.000000 predicted=35.593911, expected=28.000000 predicted=30.986728, expected=28.000000 predicted=33.142566, expected=52.000000 predicted=35.481587, expected=44.000000 predicted=42.809440, expected=24.000000 predicted=35.335339, expected=40.000000 predicted=35.582824, expected=64.000000 predicted=44.806795, expected=12.000000 predicted=36.090935, expected=24.000000 predicted=32.979800, expected=36.000000 predicted=32.375136, expected=32.000000 predicted=33.897000, expected=16.000000 predicted=32.190095, expected=68.000000 predicted=36.188116, expected=40.000000 predicted=36.553256, expected=36.000000 predicted=37.622250, expected=52.000000 predicted=42.800747, expected=20.000000 predicted=31.555831, expected=52.000000 predicted=48.252151, expected=40.000000 predicted=40.601388, expected=44.000000 predicted=40.505386, expected=44.000000 predicted=44.405232, expected=48.000000 predicted=39.946712, expected=48.000000 predicted=47.463029, expected=12.000000 predicted=34.190372, expected=36.000000 predicted=37.562634, expected=48.000000 predicted=41.191730, expected=72.000000 predicted=50.257386, expected=44.000000 predicted=46.094067, expected=24.000000 predicted=33.288231, expected=12.000000 predicted=32.661242, expected=36.000000 predicted=38.045566, expected=32.000000 predicted=39.880944, expected=28.000000 predicted=30.978770, expected=68.000000 predicted=39.666486, expected=40.000000 predicted=35.129235, expected=12.000000 predicted=31.398388, expected=72.000000 predicted=46.078257, expected=40.000000 predicted=40.920025, expected=24.000000 predicted=42.638080, expected=36.000000 predicted=37.724652, expected=64.000000 predicted=40.825241, expected=40.000000 predicted=48.757188, expected=28.000000 predicted=37.529356, expected=52.000000 predicted=40.823931, expected=20.000000 predicted=34.976894, expected=44.000000 predicted=44.253724, expected=32.000000 predicted=36.133158, expected=76.000000 predicted=46.135473, expected=56.000000 predicted=51.001585, expected=56.000000 predicted=46.244359, expected=60.000000 predicted=55.010700, expected=48.000000 predicted=50.146443, expected=40.000000 predicted=55.190488, expected=12.000000 predicted=39.507823, expected=56.000000 predicted=47.113999, expected=44.000000 predicted=45.558798, expected=44.000000 predicted=42.391475, expected=16.000000 predicted=33.443293, expected=28.000000 predicted=28.543761, expected=12.000000 predicted=31.295381, expected=48.000000 predicted=35.345752, expected=40.000000 predicted=35.665133, expected=40.000000 predicted=31.047518, expected=20.000000 predicted=29.873182, expected=44.000000 predicted=32.317915, expected=40.000000 predicted=40.236229, expected=40.000000 predicted=38.055452, expected=40.000000 predicted=39.028308, expected=16.000000 predicted=28.277658, expected=48.000000 predicted=39.872289, expected=36.000000 predicted=37.266675, expected=24.000000 predicted=32.566065, expected=24.000000 predicted=31.408649, expected=32.000000 predicted=27.942796, expected=64.000000 predicted=43.958272, expected=52.000000 predicted=42.165641, expected=64.000000 predicted=46.035551, expected=36.000000 predicted=42.327923, expected=40.000000 predicted=43.707869, expected=40.000000 predicted=49.050548, expected=48.000000 predicted=46.751782, expected=48.000000 predicted=48.935553, expected=76.000000 predicted=52.320754, expected=36.000000 predicted=46.072171, expected=48.000000 predicted=47.505580, expected=32.000000 predicted=45.281710, expected=44.000000 predicted=45.209198, expected=32.000000 predicted=46.470557, expected=68.000000 predicted=46.493099, expected=36.000000 predicted=44.058054, expected=48.000000 predicted=42.261004, expected=32.000000 predicted=42.268516, expected=56.000000 predicted=44.182039, expected=40.000000 predicted=49.119235, expected=36.000000 predicted=39.162938, expected=60.000000 predicted=48.790440, expected=60.000000 predicted=48.065712, expected=32.000000 predicted=46.153597, expected=40.000000 predicted=43.223211, expected=24.000000 predicted=37.402954, expected=28.000000 predicted=39.236370, expected=20.000000 predicted=34.564963, expected=52.000000 predicted=35.408220, expected=52.000000 predicted=40.772319, expected=32.000000 predicted=33.467815, expected=36.000000 predicted=36.038177, expected=36.000000 predicted=34.961086, expected=40.000000 predicted=41.767996, expected=20.000000 predicted=35.284899, expected=80.000000 predicted=46.317119, expected=20.000000 predicted=37.026019, expected=36.000000 predicted=36.455262, expected=52.000000 predicted=44.368420, expected=52.000000 predicted=40.513421, expected=32.000000 predicted=48.683693, expected=44.000000 predicted=37.710824, expected=60.000000 predicted=47.178782, expected=48.000000 predicted=48.650293, expected=52.000000 predicted=49.913386, expected=20.000000 predicted=37.788774, expected=28.000000 predicted=38.130785, expected=28.000000 predicted=39.380191, expected=24.000000 predicted=32.284433, expected=68.000000 predicted=44.519417, expected=40.000000 predicted=35.435999, expected=44.000000 predicted=38.479140, expected=40.000000 predicted=40.107336, expected=64.000000 predicted=45.832482, expected=44.000000 predicted=52.228167, expected=24.000000 predicted=38.812962, expected=20.000000 predicted=36.062043, expected=40.000000 predicted=37.523889, expected=40.000000 predicted=41.805387, expected=20.000000 predicted=31.179283, expected=28.000000 predicted=28.138531, expected=32.000000 predicted=28.926501, expected=52.000000 predicted=38.458168, expected=32.000000 predicted=35.537805, expected=60.000000 predicted=39.452311, expected=44.000000 predicted=41.705473, expected=40.000000 predicted=40.771478, expected=48.000000 predicted=47.746950, expected=52.000000 predicted=45.005812, expected=32.000000 predicted=45.370323, expected=76.000000 predicted=52.815076, expected=40.000000 predicted=47.008951, expected=40.000000 predicted=45.706846, expected=80.000000 predicted=58.735521, expected=52.000000 predicted=50.552964, expected=40.000000 predicted=55.107902, expected=28.000000 predicted=43.071969, expected=56.000000 predicted=47.453156, expected=60.000000 predicted=57.334731, expected=52.000000 predicted=49.664055, expected=28.000000 predicted=41.814908, expected=28.000000 predicted=37.128219, expected=60.000000 predicted=49.705848, expected=28.000000 predicted=42.127999, expected=20.000000 predicted=34.842398, expected=32.000000 predicted=32.371877, expected=28.000000 predicted=30.150291, expected=40.000000 predicted=38.242916, expected=36.000000 predicted=32.093197, expected=16.000000 predicted=25.535223, expected=28.000000 predicted=29.674722, expected=52.000000 predicted=35.729832, expected=52.000000 predicted=40.390222, expected=28.000000 predicted=35.175576, expected=28.000000 predicted=31.341054, expected=68.000000 predicted=45.082932, expected=32.000000 predicted=42.355620, expected=36.000000 predicted=41.102742, expected=80.000000 predicted=50.436643, expected=52.000000 predicted=47.079201, expected=32.000000 predicted=49.663429, expected=40.000000 predicted=43.895209, expected=24.000000 predicted=38.115144, expected=36.000000 predicted=45.597621, expected=24.000000 predicted=34.908274, expected=80.000000 predicted=44.873496, expected=56.000000 predicted=46.860851, expected=52.000000 predicted=44.504932, expected=72.000000 predicted=56.624911, expected=48.000000 predicted=50.052005, expected=52.000000 predicted=60.667305, expected=44.000000 predicted=52.855716, expected=44.000000 predicted=49.502851, expected=172.000000 predicted=89.135417, expected=100.000000 predicted=80.386876, expected=88.000000 predicted=82.634364, expected=124.000000 predicted=97.671182, expected=128.000000 predicted=103.623791, expected=96.000000 predicted=120.412326, expected=44.000000 predicted=88.812264, expected=16.000000 predicted=68.257059, expected=100.000000 predicted=88.246156, expected=48.000000 predicted=70.154937, expected=92.000000 predicted=73.151971, expected=28.000000 predicted=52.920956, expected=52.000000 predicted=49.824853, expected=60.000000 predicted=66.169545, expected=52.000000 predicted=52.644462, expected=44.000000 predicted=56.130815, expected=56.000000 predicted=48.686955, expected=20.000000 predicted=42.706060, expected=84.000000 predicted=57.506606, expected=64.000000 predicted=56.498444, expected=56.000000 predicted=53.349095, expected=24.000000 predicted=48.482698, expected=40.000000 predicted=43.097458, expected=48.000000 predicted=53.458708, expected=40.000000 predicted=44.925698, expected=44.000000 predicted=43.843101, expected=48.000000 predicted=41.181520, expected=32.000000 predicted=40.078044, expected=12.000000 predicted=33.498103, expected=24.000000 predicted=31.480207, expected=60.000000 predicted=40.524057, expected=24.000000 predicted=32.977208, expected=60.000000 predicted=39.622493, expected=40.000000 predicted=37.292420, expected=44.000000 predicted=40.005736, expected=24.000000 predicted=41.347139, expected=28.000000 predicted=33.126673, expected=28.000000 predicted=37.098264, expected=16.000000 predicted=27.514171, expected=36.000000 predicted=31.238066, expected=52.000000 predicted=34.214082, expected=48.000000 predicted=36.963773, expected=52.000000 predicted=41.394204, expected=40.000000 predicted=39.673355, expected=44.000000 predicted=44.142460, expected=36.000000 predicted=44.204776, expected=24.000000 predicted=37.638227, expected=40.000000 predicted=39.932394, expected=104.000000 predicted=57.242884, expected=40.000000 predicted=47.951088, expected=52.000000 predicted=49.290793, expected=28.000000 predicted=44.628720, expected=44.000000 predicted=46.422541, expected=56.000000 predicted=58.256896, expected=48.000000 predicted=44.721317, expected=36.000000 predicted=43.806522, expected=36.000000 predicted=39.579675, expected=36.000000 predicted=41.159517, expected=40.000000 predicted=42.178426, expected=48.000000 predicted=42.553538, expected=76.000000 predicted=50.339310, expected=32.000000 predicted=43.030205, expected=40.000000 predicted=43.453879, expected=52.000000 predicted=48.674837, expected=24.000000 predicted=40.829543, expected=80.000000 predicted=57.006596, expected=28.000000 predicted=41.192927, expected=72.000000 predicted=50.859367, expected=28.000000 predicted=47.152290, expected=52.000000 predicted=44.165272, expected=32.000000 predicted=49.728252, expected=36.000000 predicted=37.959353, expected=40.000000 predicted=45.175130, expected=24.000000 predicted=32.744701, expected=24.000000 predicted=33.660941, expected=80.000000 predicted=45.040138, expected=36.000000 predicted=40.612742, expected=24.000000 predicted=35.607765, expected=40.000000 predicted=38.176071, expected=56.000000 predicted=42.885353, expected=52.000000 predicted=50.943133, expected=116.000000 predicted=63.313392, expected=32.000000 predicted=50.923534, expected=32.000000 predicted=48.593272, expected=12.000000 predicted=45.407395, expected=48.000000 predicted=45.506634, expected=20.000000 predicted=46.277650, expected=20.000000 predicted=25.381552, expected=40.000000 predicted=31.466305, expected=44.000000 predicted=31.158591, expected=28.000000 predicted=34.038075, expected=48.000000 predicted=34.967608, expected=40.000000 predicted=36.640742, expected=32.000000 predicted=37.238062, expected=36.000000 predicted=38.465656, expected=40.000000 predicted=36.814377, expected=20.000000 predicted=34.292682, expected=24.000000 predicted=30.834837, expected=44.000000 predicted=34.316190, expected=28.000000 predicted=31.687713, expected=20.000000 predicted=28.627410, expected=48.000000 predicted=32.810342, expected=76.000000 predicted=44.763190, expected=52.000000 predicted=47.001110, expected=44.000000 predicted=44.310029, expected=12.000000 predicted=36.083441, expected=40.000000 predicted=42.619360, expected=12.000000 predicted=37.721007, expected=28.000000 predicted=30.453003, expected=40.000000 predicted=33.275133, expected=40.000000 predicted=28.906550, expected=72.000000 predicted=45.065874, expected=4.000000 predicted=28.455112, expected=24.000000 predicted=30.650435, expected=20.000000 predicted=32.435391, expected=32.000000 predicted=30.280351, expected=52.000000 predicted=40.472312, expected=64.000000 predicted=36.473740, expected=16.000000 predicted=32.142123, expected=24.000000 predicted=31.037761, expected=24.000000 predicted=33.244527, expected=32.000000 predicted=34.576922, expected=16.000000 predicted=30.360499, expected=28.000000 predicted=23.071134, expected=48.000000 predicted=31.883298, expected=20.000000 predicted=26.804911, expected=64.000000 predicted=38.825656, expected=24.000000 predicted=32.580434, expected=20.000000 predicted=29.716761, expected=36.000000 predicted=36.985905, expected=48.000000 predicted=35.362922, expected=52.000000 predicted=44.743962, expected=60.000000 predicted=42.915555, expected=24.000000 predicted=36.809934, expected=132.000000 predicted=66.925974, expected=84.000000 predicted=72.069681, expected=24.000000 predicted=55.476434, expected=40.000000 predicted=58.718857, expected=40.000000 predicted=50.541926, expected=20.000000 predicted=54.752681, expected=24.000000 predicted=39.338205, expected=28.000000 predicted=28.461216, expected=36.000000 predicted=32.103820, expected=64.000000 predicted=40.798950, expected=48.000000 predicted=38.722178, expected=28.000000 predicted=35.857767, expected=40.000000 predicted=39.794063, expected=16.000000 predicted=34.220008, expected=32.000000 predicted=37.520094, expected=24.000000 predicted=31.727308, expected=56.000000 predicted=35.300327, expected=72.000000 predicted=46.834385, expected=36.000000 predicted=38.226554, expected=52.000000 predicted=45.855441, expected=40.000000 predicted=44.438263, expected=20.000000 predicted=41.158294, expected=48.000000 predicted=46.701468, expected=20.000000 predicted=33.533016, expected=40.000000 predicted=37.220659, expected=36.000000 predicted=35.742169, expected=40.000000 predicted=33.451303, expected=32.000000 predicted=36.923009, expected=60.000000 predicted=40.032600, expected=64.000000 predicted=49.057802, expected=40.000000 predicted=44.489054, expected=36.000000 predicted=43.740557, expected=48.000000 predicted=45.365950, expected=32.000000 predicted=44.692824, expected=44.000000 predicted=44.963448, expected=32.000000 predicted=38.171478, expected=28.000000 predicted=34.534768, expected=20.000000 predicted=32.637552, expected=56.000000 predicted=37.645610, expected=24.000000 predicted=34.069412, expected=52.000000 predicted=37.229629, expected=32.000000 predicted=35.928319, expected=64.000000 predicted=42.241996, expected=96.000000 predicted=62.759353, expected=32.000000 predicted=46.944831, expected=40.000000 predicted=50.286330, expected=40.000000 predicted=47.654296, expected=8.000000 predicted=39.697905, expected=24.000000 predicted=40.133462, expected=16.000000 predicted=24.893480, expected=12.000000 predicted=21.520788, expected=12.000000 predicted=19.000628, expected=72.000000 predicted=30.397152, expected=28.000000 predicted=29.497501, expected=40.000000 predicted=30.898281, expected=16.000000 predicted=27.958756, expected=16.000000 predicted=24.809554, expected=40.000000 predicted=38.144554, expected=20.000000 Test MSE: 447.048
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538])] predicted=15.312320, expected=20.000000 predicted=15.723809, expected=8.000000 predicted=9.198977, expected=8.000000 predicted=8.869257, expected=8.000000 predicted=8.897147, expected=8.000000 predicted=10.881440, expected=8.000000 predicted=10.074276, expected=12.000000 predicted=9.898653, expected=12.000000 predicted=10.377977, expected=12.000000 predicted=10.727374, expected=28.000000 predicted=18.748824, expected=12.000000 predicted=13.191826, expected=4.000000 predicted=9.505557, expected=4.000000 predicted=8.256071, expected=20.000000 predicted=15.267702, expected=32.000000 predicted=24.176922, expected=4.000000 predicted=10.091193, expected=12.000000 predicted=11.385297, expected=4.000000 predicted=7.942697, expected=12.000000 predicted=13.223768, expected=12.000000 predicted=14.248610, expected=20.000000 predicted=13.881157, expected=8.000000 predicted=10.459042, expected=4.000000 predicted=6.921205, expected=4.000000 predicted=7.365084, expected=4.000000 predicted=6.718593, expected=24.000000 predicted=16.705055, expected=12.000000 predicted=10.910106, expected=8.000000 predicted=8.578157, expected=28.000000 predicted=18.121306, expected=4.000000 predicted=9.090009, expected=12.000000 predicted=14.251697, expected=4.000000 predicted=8.254563, expected=16.000000 predicted=12.780962, expected=8.000000 predicted=12.096616, expected=8.000000 predicted=7.952027, expected=8.000000 predicted=8.951910, expected=12.000000 predicted=9.738438, expected=16.000000 predicted=13.711022, expected=32.000000 predicted=20.863834, expected=28.000000 predicted=21.481649, expected=4.000000 predicted=11.345376, expected=4.000000 predicted=10.216314, expected=20.000000 predicted=17.379451, expected=4.000000 predicted=12.417892, expected=44.000000 predicted=28.867957, expected=4.000000 predicted=9.911001, expected=20.000000 predicted=16.192241, expected=8.000000 predicted=13.448828, expected=12.000000 predicted=12.409575, expected=4.000000 predicted=13.447736, expected=8.000000 predicted=7.936586, expected=12.000000 predicted=11.938364, expected=8.000000 predicted=8.447266, expected=16.000000 predicted=12.582967, expected=4.000000 predicted=6.596921, expected=8.000000 predicted=8.436023, expected=12.000000 predicted=10.809475, expected=8.000000 predicted=8.724527, expected=4.000000 predicted=7.516776, expected=16.000000 predicted=10.898216, expected=8.000000 predicted=8.874678, expected=12.000000 predicted=10.997036, expected=4.000000 predicted=6.818810, expected=28.000000 predicted=17.268884, expected=16.000000 predicted=15.606985, expected=16.000000 predicted=14.489772, expected=4.000000 predicted=9.552039, expected=12.000000 predicted=11.306715, expected=8.000000 predicted=12.751793, expected=24.000000 predicted=17.661340, expected=28.000000 predicted=20.955058, expected=20.000000 predicted=17.108154, expected=8.000000 predicted=12.972248, expected=4.000000 predicted=9.570217, expected=12.000000 predicted=14.441019, expected=32.000000 predicted=24.003643, expected=24.000000 predicted=20.757165, expected=4.000000 predicted=10.033561, expected=4.000000 predicted=8.189225, expected=24.000000 predicted=18.331887, expected=20.000000 predicted=20.377757, expected=16.000000 predicted=16.877846, expected=8.000000 predicted=10.122846, expected=24.000000 predicted=17.593756, expected=16.000000 predicted=17.966431, expected=8.000000 predicted=12.954764, expected=8.000000 predicted=11.209087, expected=12.000000 predicted=11.566272, expected=12.000000 predicted=13.735189, expected=24.000000 predicted=17.883848, expected=4.000000 predicted=8.613225, expected=28.000000 predicted=18.996448, expected=12.000000 predicted=14.122456, expected=8.000000 predicted=11.664180, expected=16.000000 predicted=16.125446, expected=28.000000 predicted=19.490259, expected=16.000000 predicted=18.710864, expected=16.000000 predicted=15.757872, expected=20.000000 predicted=17.373009, expected=20.000000 predicted=19.218182, expected=4.000000 predicted=13.176938, expected=8.000000 predicted=11.328930, expected=20.000000 predicted=16.485121, expected=16.000000 predicted=15.900150, expected=16.000000 predicted=15.636596, expected=8.000000 predicted=9.786968, expected=4.000000 predicted=8.130462, expected=16.000000 predicted=14.562896, expected=16.000000 predicted=14.389674, expected=28.000000 predicted=20.327853, expected=32.000000 predicted=22.894666, expected=12.000000 predicted=14.914506, expected=4.000000 predicted=11.978142, expected=8.000000 predicted=12.347721, expected=4.000000 predicted=11.172047, expected=28.000000 predicted=21.308271, expected=8.000000 predicted=10.482979, expected=32.000000 predicted=20.157394, expected=8.000000 predicted=12.081020, expected=16.000000 predicted=14.475569, expected=32.000000 predicted=25.697378, expected=16.000000 predicted=17.076289, expected=4.000000 predicted=13.869611, expected=40.000000 predicted=25.748487, expected=44.000000 predicted=32.381225, expected=24.000000 predicted=27.219437, expected=8.000000 predicted=16.449795, expected=20.000000 predicted=19.208780, expected=24.000000 predicted=26.364311, expected=8.000000 predicted=18.352988, expected=8.000000 predicted=13.042825, expected=8.000000 predicted=9.970365, expected=4.000000 predicted=9.249759, expected=20.000000 predicted=16.052419, expected=12.000000 predicted=10.985278, expected=16.000000 predicted=13.014167, expected=36.000000 predicted=23.302641, expected=24.000000 predicted=20.101418, expected=24.000000 predicted=22.938473, expected=4.000000 predicted=12.660512, expected=12.000000 predicted=15.275066, expected=24.000000 predicted=22.969511, expected=24.000000 predicted=21.516742, expected=20.000000 predicted=19.839658, expected=16.000000 predicted=15.366221, expected=20.000000 predicted=18.691613, expected=12.000000 predicted=16.806225, expected=16.000000 predicted=17.533291, expected=16.000000 predicted=16.647695, expected=36.000000 predicted=25.555854, expected=8.000000 predicted=15.000801, expected=8.000000 predicted=12.206549, expected=20.000000 predicted=17.742926, expected=12.000000 predicted=14.654991, expected=12.000000 predicted=16.313510, expected=12.000000 predicted=11.595590, expected=8.000000 predicted=9.913472, expected=20.000000 predicted=16.733671, expected=4.000000 predicted=8.770968, expected=8.000000 predicted=9.495508, expected=12.000000 predicted=11.127278, expected=28.000000 predicted=18.552561, expected=12.000000 predicted=14.461739, expected=12.000000 predicted=11.674552, expected=20.000000 predicted=16.296717, expected=4.000000 predicted=10.216418, expected=12.000000 predicted=14.514407, expected=8.000000 predicted=9.971625, expected=16.000000 predicted=13.371326, expected=12.000000 predicted=12.970505, expected=32.000000 predicted=20.188218, expected=4.000000 predicted=10.598257, expected=8.000000 predicted=10.387028, expected=16.000000 predicted=14.912887, expected=8.000000 predicted=10.988689, expected=28.000000 predicted=22.147307, expected=16.000000 predicted=14.097170, expected=144.000000 predicted=76.085737, expected=36.000000 predicted=42.139468, expected=56.000000 predicted=47.359767, expected=24.000000 predicted=38.753862, expected=32.000000 predicted=38.108565, expected=40.000000 predicted=57.030845, expected=28.000000 predicted=33.017522, expected=32.000000 predicted=35.708847, expected=28.000000 predicted=29.077906, expected=172.000000 predicted=97.515259, expected=16.000000 predicted=45.220239, expected=16.000000 predicted=33.106057, expected=72.000000 predicted=57.495747, expected=60.000000 predicted=56.781275, expected=24.000000 predicted=57.942955, expected=40.000000 predicted=36.772192, expected=20.000000 predicted=29.113597, expected=36.000000 predicted=41.190954, expected=44.000000 predicted=41.895102, expected=116.000000 predicted=70.580823, expected=140.000000 predicted=94.972066, expected=84.000000 predicted=76.588994, expected=88.000000 predicted=82.725892, expected=64.000000 predicted=75.145283, expected=236.000000 predicted=161.059756, expected=36.000000 predicted=93.301536, expected=16.000000 predicted=60.360184, expected=24.000000 predicted=58.916318, expected=16.000000 predicted=43.178359, expected=40.000000 predicted=64.118179, expected=120.000000 predicted=70.301929, expected=24.000000 predicted=36.095048, expected=16.000000 predicted=30.023728, expected=24.000000 predicted=31.372137, expected=28.000000 predicted=34.685716, expected=24.000000 predicted=40.466266, expected=8.000000 predicted=16.622153, expected=16.000000 predicted=17.337028, expected=16.000000 predicted=18.209625, expected=36.000000 predicted=26.856499, expected=24.000000 predicted=22.986409, expected=4.000000 predicted=12.102996, expected=8.000000 predicted=13.386004, expected=8.000000 predicted=12.436413, expected=28.000000 predicted=22.493425, expected=20.000000 predicted=18.389429, expected=4.000000 predicted=8.866924, expected=16.000000 predicted=13.954139, expected=12.000000 predicted=12.990448, expected=8.000000 predicted=13.109166, expected=8.000000 predicted=10.805412, expected=24.000000 predicted=15.417776, expected=8.000000 predicted=11.697883, expected=12.000000 predicted=11.895331, expected=4.000000 predicted=8.159723, expected=16.000000 predicted=12.554546, expected=20.000000 predicted=17.112850, expected=16.000000 predicted=13.769461, expected=4.000000 predicted=9.424824, expected=36.000000 predicted=21.729758, expected=12.000000 predicted=16.009186, expected=12.000000 predicted=15.072909, expected=12.000000 predicted=14.290879, expected=52.000000 predicted=30.247330, expected=12.000000 predicted=21.300995, expected=16.000000 predicted=17.395053, expected=8.000000 predicted=14.463372, expected=20.000000 predicted=18.213716, expected=8.000000 predicted=18.080448, expected=16.000000 predicted=13.870659, expected=4.000000 predicted=9.724946, expected=40.000000 predicted=23.299246, expected=16.000000 predicted=18.199286, expected=8.000000 predicted=12.069820, expected=20.000000 predicted=18.167139, expected=16.000000 predicted=15.420393, expected=16.000000 predicted=19.693543, expected=44.000000 predicted=28.318044, expected=4.000000 predicted=13.226536, expected=16.000000 predicted=17.632722, expected=12.000000 predicted=15.761473, expected=4.000000 predicted=10.957414, expected=28.000000 predicted=23.342669, expected=44.000000 predicted=26.528589, expected=8.000000 predicted=15.786145, expected=8.000000 predicted=13.517173, expected=12.000000 predicted=13.827432, expected=4.000000 predicted=12.683967, expected=32.000000 predicted=24.711899, expected=40.000000 predicted=25.365066, expected=32.000000 predicted=24.930831, expected=20.000000 predicted=21.977601, expected=12.000000 predicted=17.446058, expected=8.000000 predicted=18.209194, expected=20.000000 predicted=22.035051, expected=12.000000 predicted=16.693792, expected=32.000000 predicted=22.638904, expected=20.000000 predicted=18.615099, expected=8.000000 predicted=12.919091, expected=4.000000 predicted=11.848478, expected=12.000000 predicted=12.727583, expected=4.000000 predicted=11.363889, expected=28.000000 predicted=18.443420, expected=40.000000 predicted=24.574952, expected=24.000000 predicted=20.290376, expected=4.000000 predicted=13.399613, expected=8.000000 predicted=12.544032, expected=28.000000 predicted=23.757548, expected=16.000000 predicted=20.462707, expected=52.000000 predicted=32.935429, expected=16.000000 predicted=19.128256, expected=20.000000 predicted=20.439591, expected=8.000000 predicted=18.381966, expected=20.000000 predicted=19.624565, expected=16.000000 predicted=22.484906, expected=8.000000 predicted=12.330931, expected=24.000000 predicted=19.008442, expected=12.000000 predicted=13.434794, expected=20.000000 predicted=17.920606, expected=4.000000 predicted=10.996342, expected=12.000000 predicted=11.797508, expected=4.000000 predicted=10.549998, expected=8.000000 predicted=8.980245, expected=32.000000 predicted=20.469830, expected=12.000000 predicted=12.117237, expected=12.000000 predicted=12.821803, expected=8.000000 predicted=10.367997, expected=8.000000 predicted=10.410786, expected=4.000000 predicted=11.035418, expected=4.000000 predicted=6.650942, expected=20.000000 predicted=13.125283, expected=16.000000 predicted=12.379214, expected=56.000000 predicted=30.787208, expected=4.000000 predicted=13.375926, expected=16.000000 predicted=16.123889, expected=16.000000 predicted=19.328087, expected=12.000000 predicted=15.988164, expected=12.000000 predicted=19.813430, expected=8.000000 predicted=9.472826, expected=12.000000 predicted=12.436480, expected=4.000000 predicted=8.775915, expected=12.000000 predicted=10.553569, expected=24.000000 predicted=16.310684, expected=44.000000 predicted=26.348352, expected=36.000000 predicted=27.366454, expected=20.000000 predicted=21.242798, expected=56.000000 predicted=38.520135, expected=8.000000 predicted=23.381136, expected=8.000000 predicted=21.626900, expected=36.000000 predicted=30.493652, expected=28.000000 predicted=26.080709, expected=28.000000 predicted=30.372656, expected=36.000000 predicted=27.368716, expected=12.000000 predicted=19.076517, expected=12.000000 predicted=20.939587, expected=20.000000 predicted=21.644535, expected=8.000000 predicted=15.793618, expected=36.000000 predicted=27.000780, expected=36.000000 predicted=26.148144, expected=16.000000 predicted=19.316448, expected=12.000000 predicted=17.945717, expected=4.000000 predicted=11.985186, expected=4.000000 predicted=13.685786, expected=12.000000 predicted=14.705554, expected=16.000000 predicted=13.023225, expected=44.000000 predicted=25.409056, expected=12.000000 predicted=14.593275, expected=16.000000 predicted=15.580072, expected=16.000000 predicted=17.428824, expected=16.000000 predicted=17.667817, expected=8.000000 predicted=17.084661, expected=8.000000 predicted=10.687491, expected=12.000000 predicted=12.442659, expected=32.000000 predicted=21.119199, expected=12.000000 predicted=14.686781, expected=16.000000 predicted=14.559582, expected=16.000000 predicted=15.371992, expected=36.000000 predicted=24.943386, expected=20.000000 predicted=22.934034, expected=12.000000 predicted=15.845704, expected=12.000000 predicted=15.855097, expected=16.000000 predicted=16.910942, expected=4.000000 predicted=13.755608, expected=16.000000 predicted=14.458814, expected=8.000000 predicted=10.385234, expected=20.000000 predicted=14.918844, expected=8.000000 predicted=11.404252, expected=20.000000 predicted=14.229670, expected=36.000000 predicted=24.447371, expected=28.000000 predicted=22.480026, expected=32.000000 predicted=26.950754, expected=16.000000 predicted=19.881714, expected=12.000000 predicted=18.879190, expected=4.000000 predicted=15.957312, expected=8.000000 predicted=13.751876, expected=8.000000 predicted=12.756296, expected=12.000000 predicted=11.076190, expected=16.000000 predicted=12.464800, expected=20.000000 predicted=14.012750, expected=16.000000 predicted=14.188837, expected=24.000000 predicted=18.209188, expected=16.000000 Test MSE: 433.540
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763])] predicted=83.082663, expected=86.696000 predicted=85.437678, expected=42.024000 predicted=68.500118, expected=110.276000 predicted=82.899666, expected=74.188000 predicted=82.507413, expected=78.032000 predicted=75.153062, expected=68.620000 predicted=73.221645, expected=58.496000 predicted=68.960791, expected=87.768000 predicted=82.045928, expected=82.564000 predicted=78.109485, expected=128.944000 predicted=92.127522, expected=86.184000 predicted=85.377279, expected=46.472000 predicted=71.101063, expected=34.984000 predicted=66.845831, expected=86.084000 predicted=81.930361, expected=97.052000 predicted=89.741068, expected=153.388000 predicted=97.579816, expected=124.184000 predicted=94.348527, expected=80.224000 predicted=86.407434, expected=7.192000 predicted=69.903217, expected=80.508000 predicted=88.606019, expected=38.896000 predicted=83.510797, expected=19.424000 predicted=53.721156, expected=151.684000 predicted=78.137672, expected=103.104000 predicted=78.048917, expected=82.192000 predicted=76.319666, expected=1.688000 predicted=44.877879, expected=59.592000 predicted=64.122309, expected=33.816000 predicted=74.366059, expected=38.936000 predicted=54.366428, expected=56.596000 predicted=47.807698, expected=64.032000 predicted=45.923151, expected=36.876000 predicted=46.079206, expected=3.440000 predicted=28.914469, expected=40.500000 predicted=38.716845, expected=40.152000 predicted=44.457510, expected=1.880000 predicted=27.420756, expected=79.344000 predicted=39.677446, expected=68.620000 predicted=46.491029, expected=47.752000 predicted=45.699063, expected=34.468000 predicted=38.505825, expected=56.640000 predicted=47.100401, expected=25.760000 predicted=50.224295, expected=82.468000 predicted=58.395303, expected=9.544000 predicted=38.130350, expected=67.596000 predicted=46.436684, expected=7.392000 predicted=37.127950, expected=67.976000 predicted=45.928403, expected=95.848000 predicted=66.208391, expected=103.816000 predicted=66.922664, expected=109.576000 predicted=78.942135, expected=66.328000 predicted=67.899435, expected=1.384000 predicted=56.223503, expected=107.828000 predicted=84.930282, expected=16.568000 predicted=67.872684, expected=71.952000 predicted=63.587737, expected=126.636000 predicted=76.423324, expected=78.768000 predicted=70.522805, expected=45.896000 predicted=65.780009, expected=86.536000 predicted=66.897583, expected=50.880000 predicted=75.447594, expected=103.876000 predicted=88.714010, expected=74.464000 predicted=75.111111, expected=65.560000 predicted=67.534501, expected=4.536000 predicted=51.787926, expected=74.400000 predicted=62.083472, expected=44.636000 predicted=65.590887, expected=114.536000 predicted=73.692825, expected=50.424000 predicted=58.793077, expected=41.496000 predicted=45.268505, expected=82.744000 predicted=68.819480, expected=67.572000 predicted=70.034154, expected=58.672000 predicted=69.412771, expected=44.684000 predicted=52.478241, expected=40.672000 predicted=51.866776, expected=57.696000 predicted=60.445412, expected=19.172000 predicted=45.128711, expected=39.160000 predicted=41.414265, expected=101.440000 predicted=60.476853, expected=131.836000 predicted=80.390193, expected=37.296000 predicted=57.855251, expected=93.448000 predicted=63.572179, expected=64.592000 predicted=75.302308, expected=38.020000 predicted=73.342288, expected=61.388000 predicted=70.640680, expected=138.968000 predicted=84.768589, expected=39.240000 predicted=71.961512, expected=74.592000 predicted=63.605618, expected=2.336000 predicted=46.663368, expected=108.212000 predicted=76.242124, expected=90.260000 predicted=88.294003, expected=131.448000 predicted=81.813328, expected=23.232000 predicted=61.644853, expected=74.284000 predicted=60.448231, expected=3.904000 predicted=65.918602, expected=66.740000 predicted=66.002143, expected=43.220000 predicted=64.186807, expected=110.016000 predicted=60.435701, expected=35.976000 predicted=56.125866, expected=61.920000 predicted=45.455653, expected=50.420000 predicted=60.712843, expected=43.552000 predicted=54.354273, expected=91.080000 predicted=73.134972, expected=76.060000 predicted=63.551421, expected=90.336000 predicted=70.486663, expected=68.868000 predicted=67.581966, expected=104.828000 predicted=79.385886, expected=67.196000 predicted=82.876962, expected=52.448000 predicted=69.848594, expected=73.968000 predicted=75.806068, expected=75.752000 predicted=76.173339, expected=80.960000 predicted=79.437063, expected=67.744000 predicted=68.597207, expected=116.628000 predicted=81.630425, expected=31.680000 predicted=69.519315, expected=42.976000 predicted=59.602643, expected=56.712000 predicted=66.381494, expected=37.184000 predicted=58.521143, expected=141.364000 predicted=85.942054, expected=108.352000 predicted=78.958678, expected=105.864000 predicted=79.637671, expected=40.080000 predicted=68.745975, expected=68.252000 predicted=73.569179, expected=4.896000 predicted=73.687711, expected=53.800000 predicted=63.415908, expected=95.932000 predicted=75.122110, expected=61.576000 predicted=57.651019, expected=45.960000 predicted=50.221595, expected=98.276000 predicted=59.781674, expected=54.000000 predicted=68.432934, expected=89.816000 predicted=76.103324, expected=68.476000 predicted=69.838092, expected=31.916000 predicted=56.267017, expected=112.580000 predicted=81.441217, expected=73.272000 predicted=76.185223, expected=21.712000 predicted=58.204769, expected=75.240000 predicted=61.172435, expected=93.276000 predicted=73.684738, expected=84.284000 predicted=83.356607, expected=102.848000 predicted=77.472065, expected=52.852000 predicted=63.892588, expected=44.444000 predicted=66.899287, expected=45.416000 predicted=67.695906, expected=77.976000 predicted=72.952260, expected=117.564000 predicted=86.453997, expected=46.000000 predicted=61.281912, expected=36.832000 predicted=49.403097, expected=102.796000 predicted=73.388251, expected=88.584000 predicted=85.955313, expected=79.652000 predicted=80.978990, expected=78.276000 predicted=68.130558, expected=77.556000 predicted=73.767289, expected=2.440000 predicted=62.413467, expected=114.808000 predicted=78.156864, expected=70.260000 predicted=78.479772, expected=84.180000 predicted=72.327994, expected=48.192000 predicted=62.212846, expected=9.288000 predicted=40.633842, expected=78.800000 predicted=72.026344, expected=55.276000 predicted=63.923289, expected=82.112000 predicted=64.664859, expected=121.580000 predicted=73.076003, expected=76.604000 predicted=68.049361, expected=51.140000 predicted=69.019046, expected=59.004000 predicted=67.469958, expected=80.708000 predicted=81.527809, expected=74.592000 predicted=83.062321, expected=100.968000 predicted=77.811468, expected=59.536000 predicted=67.637569, expected=56.584000 predicted=65.345323, expected=19.156000 predicted=58.132372, expected=3.352000 predicted=45.097866, expected=42.820000 predicted=51.295381, expected=35.444000 predicted=41.837349, expected=106.484000 predicted=55.716512, expected=70.460000 predicted=50.348701, expected=75.296000 predicted=50.870887, expected=72.404000 predicted=63.731617, expected=75.588000 predicted=70.311978, expected=45.908000 predicted=72.442397, expected=77.620000 predicted=69.267170, expected=90.780000 predicted=78.350915, expected=68.004000 predicted=72.375222, expected=72.400000 predicted=69.534789, expected=78.988000 predicted=70.758429, expected=13.200000 predicted=59.292713, expected=65.904000 predicted=63.524031, expected=32.680000 predicted=55.917326, expected=112.444000 predicted=71.871702, expected=38.208000 predicted=59.222493, expected=59.620000 predicted=45.970442, expected=81.528000 predicted=67.339832, expected=44.896000 predicted=59.213502, expected=28.056000 predicted=56.997456, expected=3.520000 predicted=33.723361, expected=83.652000 predicted=56.805048, expected=49.680000 predicted=57.448684, expected=53.352000 predicted=43.147034, expected=53.692000 predicted=42.787175, expected=45.644000 predicted=44.326499, expected=46.992000 predicted=55.972293, expected=7.636000 predicted=37.275965, expected=49.592000 predicted=42.689025, expected=24.472000 predicted=39.882018, expected=24.464000 predicted=31.866781, expected=40.344000 predicted=33.680929, expected=59.156000 predicted=37.575555, expected=18.336000 predicted=34.960349, expected=83.160000 predicted=43.715214, expected=91.480000 predicted=60.349237, expected=53.164000 predicted=56.066071, expected=68.588000 predicted=58.464265, expected=70.620000 predicted=61.757061, expected=64.432000 predicted=72.752737, expected=48.864000 predicted=64.591980, expected=56.048000 predicted=57.756671, expected=64.980000 predicted=63.972122, expected=87.892000 predicted=70.702847, expected=91.860000 predicted=73.484820, expected=79.304000 predicted=70.242548, expected=45.176000 predicted=63.246170, expected=74.000000 predicted=70.894832, expected=31.152000 predicted=65.997837, expected=72.604000 predicted=67.513997, expected=146.592000 predicted=89.729817, expected=52.504000 predicted=69.938935, expected=76.060000 predicted=67.715805, expected=5.976000 predicted=50.574100, expected=66.328000 predicted=68.323343, expected=65.916000 predicted=79.568734, expected=45.808000 predicted=52.618687, expected=81.540000 predicted=59.385978, expected=57.884000 predicted=52.231398, expected=43.296000 predicted=56.579488, expected=40.228000 predicted=51.989332, expected=64.592000 predicted=56.836727, expected=61.488000 predicted=62.832959, expected=143.540000 predicted=79.881176, expected=88.272000 predicted=77.176152, expected=104.572000 predicted=78.855491, expected=65.804000 predicted=80.513591, expected=58.268000 predicted=78.895327, expected=55.252000 predicted=85.574511, expected=77.564000 predicted=77.893078, expected=46.044000 predicted=69.291167, expected=67.656000 predicted=60.916568, expected=84.084000 predicted=68.250087, expected=43.244000 predicted=60.103208, expected=41.048000 predicted=54.751376, expected=26.532000 predicted=46.044630, expected=52.496000 predicted=54.362240, expected=39.000000 predicted=51.426203, expected=86.864000 predicted=53.628809, expected=57.936000 predicted=53.037610, expected=52.548000 predicted=47.966222, expected=68.912000 predicted=58.609946, expected=53.344000 predicted=58.548588, expected=33.920000 predicted=56.229246, expected=68.772000 predicted=56.498097, expected=103.072000 predicted=72.024716, expected=118.584000 predicted=84.068734, expected=40.752000 predicted=62.257261, expected=2.144000 predicted=41.656652, expected=50.896000 predicted=60.249504, expected=75.276000 predicted=76.963290, expected=45.688000 predicted=62.016184, expected=45.716000 predicted=39.488301, expected=89.872000 predicted=52.875247, expected=62.128000 predicted=64.073845, expected=43.136000 predicted=56.366261, expected=51.412000 predicted=52.022344, expected=75.968000 predicted=63.954814, expected=107.912000 predicted=81.732291, expected=107.020000 predicted=80.225301, expected=69.448000 predicted=69.978427, expected=85.744000 predicted=77.035922, expected=60.288000 predicted=80.733871, expected=44.936000 predicted=75.416614, expected=43.452000 predicted=66.516470, expected=106.064000 predicted=76.068368, expected=32.868000 predicted=63.340931, expected=41.272000 predicted=47.766098, expected=49.912000 predicted=50.964109, expected=46.164000 predicted=53.665010, expected=37.136000 predicted=54.069326, expected=22.824000 predicted=34.080914, expected=111.164000 predicted=60.283509, expected=70.392000 predicted=63.482818, expected=72.632000 predicted=57.696743, expected=43.472000 predicted=52.241439, expected=82.556000 predicted=65.123206, expected=55.044000 predicted=75.628720, expected=71.248000 predicted=65.908070, expected=99.832000 predicted=76.084295, expected=51.228000 predicted=64.262810, expected=49.560000 predicted=62.521000, expected=59.904000 predicted=62.297627, expected=34.528000 predicted=59.344574, expected=24.640000 predicted=50.983675, expected=50.028000 predicted=45.729984, expected=75.172000 predicted=55.864254, expected=69.348000 predicted=57.259343, expected=60.932000 predicted=50.577532, expected=51.876000 predicted=50.389383, expected=15.080000 predicted=46.061092, expected=6.824000 predicted=40.279204, expected=68.592000 predicted=52.095882, expected=103.436000 predicted=66.135495, expected=59.408000 predicted=53.550133, expected=79.504000 predicted=50.693191, expected=45.912000 predicted=53.031654, expected=42.304000 predicted=61.454594, expected=57.528000 predicted=66.794539, expected=45.216000 predicted=55.460369, expected=89.084000 predicted=66.222533, expected=78.412000 predicted=63.727020, expected=63.364000 predicted=59.782557, expected=60.548000 predicted=61.675905, expected=66.264000 predicted=65.045059, expected=42.132000 predicted=65.174996, expected=58.472000 predicted=61.186963, expected=98.904000 predicted=71.869650, expected=44.912000 predicted=61.352714, expected=77.868000 predicted=63.050632, expected=42.608000 predicted=56.764789, expected=51.296000 predicted=59.138273, expected=64.684000 predicted=66.952574, expected=59.316000 predicted=57.674925, expected=37.276000 predicted=53.575901, expected=4.696000 predicted=34.450377, expected=99.204000 predicted=59.370670, expected=53.672000 predicted=60.671913, expected=89.520000 predicted=60.236610, expected=70.172000 predicted=58.271575, expected=41.280000 predicted=50.736155, expected=113.904000 predicted=83.603276, expected=34.048000 predicted=65.203192, expected=59.156000 predicted=63.927679, expected=5.352000 predicted=46.849583, expected=50.112000 predicted=48.803521, expected=69.884000 predicted=65.711973, expected=75.720000 predicted=54.580938, expected=54.424000 predicted=51.661142, expected=70.036000 predicted=50.175822, expected=106.588000 predicted=76.289752, expected=108.772000 predicted=87.382652, expected=61.988000 predicted=75.077179, expected=68.388000 predicted=70.292617, expected=67.736000 predicted=78.279261, expected=75.304000 predicted=84.144910, expected=15.784000 predicted=61.373449, expected=36.564000 predicted=48.158741, expected=40.620000 predicted=52.172864, expected=99.804000 predicted=66.594792, expected=54.584000 predicted=58.311396, expected=42.876000 predicted=40.583973, expected=14.744000 predicted=39.091854, expected=57.956000 predicted=51.872130, expected=58.680000 predicted=62.716894, expected=55.376000 predicted=49.484013, expected=83.188000 predicted=54.887996, expected=54.480000 predicted=52.068658, expected=78.120000 predicted=64.270775, expected=37.664000 predicted=57.618745, expected=46.516000 predicted=54.771771, expected=63.692000 predicted=63.387971, expected=49.716000 Test MSE: 990.717
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127])] predicted=46.185332, expected=28.000000 predicted=44.089114, expected=60.000000 predicted=51.561473, expected=28.000000 predicted=36.337368, expected=28.000000 predicted=32.160105, expected=36.000000 predicted=35.162886, expected=28.000000 predicted=29.315093, expected=20.000000 predicted=32.739255, expected=48.000000 predicted=37.467691, expected=80.000000 predicted=53.463206, expected=40.000000 predicted=40.278853, expected=44.000000 predicted=42.951047, expected=36.000000 predicted=36.618352, expected=28.000000 predicted=37.418735, expected=32.000000 predicted=45.165385, expected=36.000000 predicted=35.984877, expected=44.000000 predicted=40.624648, expected=80.000000 predicted=56.927668, expected=40.000000 predicted=39.298101, expected=32.000000 predicted=38.312890, expected=28.000000 predicted=35.847589, expected=20.000000 predicted=30.878736, expected=52.000000 predicted=52.499608, expected=48.000000 predicted=41.240897, expected=56.000000 predicted=45.325922, expected=52.000000 predicted=44.708955, expected=48.000000 predicted=42.076611, expected=72.000000 predicted=61.381018, expected=36.000000 predicted=44.316469, expected=64.000000 predicted=59.245038, expected=56.000000 predicted=54.375289, expected=44.000000 predicted=48.085008, expected=44.000000 predicted=53.259177, expected=36.000000 predicted=39.684017, expected=84.000000 predicted=67.709835, expected=16.000000 predicted=35.679897, expected=32.000000 predicted=39.665249, expected=32.000000 predicted=37.292398, expected=36.000000 predicted=35.432993, expected=76.000000 predicted=64.732073, expected=68.000000 predicted=48.499491, expected=52.000000 predicted=48.593826, expected=32.000000 predicted=40.249967, expected=24.000000 predicted=35.575268, expected=48.000000 predicted=52.582914, expected=40.000000 predicted=45.568781, expected=56.000000 predicted=49.587000, expected=24.000000 predicted=31.396187, expected=48.000000 predicted=40.505532, expected=32.000000 predicted=38.255652, expected=16.000000 predicted=28.332716, expected=56.000000 predicted=48.468415, expected=76.000000 predicted=51.446241, expected=32.000000 predicted=40.114608, expected=44.000000 predicted=42.960853, expected=56.000000 predicted=44.298474, expected=44.000000 predicted=48.172372, expected=44.000000 predicted=52.389968, expected=68.000000 predicted=53.069806, expected=56.000000 predicted=51.690098, expected=24.000000 predicted=40.751211, expected=52.000000 predicted=49.266662, expected=64.000000 predicted=53.573073, expected=92.000000 predicted=73.522985, expected=56.000000 predicted=57.507597, expected=40.000000 predicted=44.709997, expected=12.000000 predicted=36.246959, expected=8.000000 predicted=32.214432, expected=44.000000 predicted=50.385449, expected=44.000000 predicted=40.700027, expected=28.000000 predicted=31.223423, expected=28.000000 predicted=25.783247, expected=52.000000 predicted=36.174900, expected=48.000000 predicted=43.459288, expected=40.000000 predicted=41.127691, expected=8.000000 predicted=22.984982, expected=40.000000 predicted=36.006125, expected=32.000000 predicted=36.152443, expected=40.000000 predicted=38.782133, expected=76.000000 predicted=54.591473, expected=44.000000 predicted=35.712630, expected=24.000000 predicted=35.867095, expected=32.000000 predicted=36.190588, expected=32.000000 predicted=35.913704, expected=28.000000 predicted=40.679308, expected=32.000000 predicted=34.139742, expected=64.000000 predicted=44.573212, expected=88.000000 predicted=60.175610, expected=60.000000 predicted=51.739918, expected=28.000000 predicted=38.728371, expected=36.000000 predicted=42.005669, expected=32.000000 predicted=44.171745, expected=28.000000 predicted=45.010904, expected=36.000000 predicted=40.466433, expected=32.000000 predicted=30.879390, expected=52.000000 predicted=42.446626, expected=36.000000 predicted=35.113147, expected=44.000000 predicted=39.020741, expected=24.000000 predicted=31.678454, expected=60.000000 predicted=46.990411, expected=52.000000 predicted=48.310586, expected=36.000000 predicted=38.707334, expected=24.000000 predicted=35.027607, expected=60.000000 predicted=45.827310, expected=44.000000 predicted=46.502440, expected=28.000000 predicted=37.933908, expected=32.000000 predicted=35.672951, expected=16.000000 predicted=24.027644, expected=40.000000 predicted=41.654409, expected=36.000000 predicted=35.369979, expected=28.000000 predicted=28.771375, expected=28.000000 predicted=30.013676, expected=8.000000 predicted=16.599180, expected=60.000000 predicted=44.936372, expected=52.000000 predicted=41.116588, expected=28.000000 predicted=31.008378, expected=24.000000 predicted=29.941253, expected=48.000000 predicted=35.608604, expected=60.000000 predicted=52.582114, expected=48.000000 predicted=46.673779, expected=20.000000 predicted=29.921973, expected=64.000000 predicted=49.046260, expected=56.000000 predicted=50.323550, expected=56.000000 predicted=54.298721, expected=24.000000 predicted=37.907949, expected=52.000000 predicted=43.920149, expected=40.000000 predicted=46.819097, expected=8.000000 predicted=29.130641, expected=32.000000 predicted=38.244275, expected=36.000000 predicted=30.965605, expected=36.000000 predicted=36.998843, expected=32.000000 predicted=33.270725, expected=48.000000 predicted=34.486535, expected=32.000000 predicted=33.335120, expected=28.000000 predicted=32.733779, expected=24.000000 predicted=30.155559, expected=48.000000 predicted=39.216130, expected=48.000000 predicted=42.966916, expected=36.000000 predicted=35.454994, expected=40.000000 predicted=37.595968, expected=12.000000 predicted=23.527154, expected=36.000000 predicted=38.204966, expected=68.000000 predicted=51.651529, expected=44.000000 predicted=39.625797, expected=24.000000 predicted=33.807374, expected=36.000000 predicted=33.111633, expected=28.000000 predicted=33.032279, expected=40.000000 predicted=44.191868, expected=48.000000 predicted=42.234433, expected=52.000000 predicted=40.965065, expected=76.000000 predicted=56.882414, expected=48.000000 predicted=44.836024, expected=16.000000 predicted=34.147913, expected=32.000000 predicted=41.135145, expected=28.000000 predicted=36.507180, expected=44.000000 predicted=47.146533, expected=24.000000 predicted=31.343090, expected=44.000000 predicted=34.151533, expected=40.000000 predicted=36.335469, expected=32.000000 predicted=32.494969, expected=28.000000 predicted=34.273879, expected=8.000000 predicted=19.674324, expected=40.000000 predicted=37.021083, expected=52.000000 predicted=40.797710, expected=48.000000 predicted=39.110436, expected=32.000000 predicted=33.372368, expected=28.000000 predicted=28.082423, expected=44.000000 predicted=41.554983, expected=28.000000 predicted=35.726926, expected=12.000000 predicted=26.815958, expected=24.000000 predicted=27.368206, expected=44.000000 predicted=34.305019, expected=56.000000 predicted=43.899807, expected=64.000000 predicted=46.958438, expected=36.000000 predicted=33.938508, expected=28.000000 predicted=34.266309, expected=36.000000 predicted=40.741391, expected=36.000000 predicted=41.150069, expected=16.000000 predicted=32.235144, expected=28.000000 predicted=30.565665, expected=40.000000 predicted=33.383815, expected=52.000000 predicted=41.102545, expected=40.000000 predicted=37.356106, expected=32.000000 predicted=31.108155, expected=44.000000 predicted=39.594950, expected=60.000000 predicted=49.365183, expected=16.000000 predicted=32.099149, expected=16.000000 predicted=29.243545, expected=52.000000 predicted=41.897792, expected=72.000000 predicted=52.922995, expected=20.000000 predicted=34.562966, expected=20.000000 predicted=27.203493, expected=52.000000 predicted=40.512659, expected=32.000000 predicted=36.866975, expected=12.000000 predicted=32.143206, expected=16.000000 predicted=21.935402, expected=20.000000 predicted=21.361553, expected=20.000000 predicted=26.525419, expected=40.000000 predicted=31.360424, expected=40.000000 predicted=28.236887, expected=40.000000 predicted=31.522725, expected=36.000000 predicted=32.461415, expected=28.000000 predicted=29.354829, expected=76.000000 predicted=56.002414, expected=24.000000 predicted=32.388775, expected=32.000000 predicted=37.899927, expected=60.000000 predicted=49.109897, expected=48.000000 predicted=41.116318, expected=48.000000 predicted=53.025972, expected=68.000000 predicted=52.220256, expected=68.000000 predicted=55.197001, expected=24.000000 predicted=42.518902, expected=24.000000 predicted=39.569274, expected=48.000000 predicted=46.913707, expected=56.000000 predicted=52.219285, expected=32.000000 predicted=41.908904, expected=40.000000 predicted=37.722474, expected=32.000000 predicted=33.406816, expected=40.000000 predicted=41.289419, expected=24.000000 predicted=34.740343, expected=48.000000 predicted=40.303889, expected=44.000000 predicted=40.001829, expected=28.000000 predicted=31.870099, expected=32.000000 predicted=36.095849, expected=68.000000 predicted=48.451118, expected=24.000000 predicted=33.530221, expected=32.000000 predicted=38.217298, expected=24.000000 predicted=29.834015, expected=28.000000 predicted=30.308400, expected=48.000000 predicted=46.307765, expected=60.000000 predicted=42.699006, expected=12.000000 predicted=24.769125, expected=80.000000 predicted=56.028417, expected=80.000000 predicted=56.757211, expected=48.000000 predicted=50.050725, expected=80.000000 predicted=70.976820, expected=40.000000 predicted=41.820614, expected=4.000000 predicted=39.702562, expected=56.000000 predicted=59.111988, expected=4.000000 predicted=23.332178, expected=20.000000 predicted=36.971929, expected=64.000000 predicted=45.172313, expected=108.000000 predicted=59.459733, expected=44.000000 predicted=48.385579, expected=36.000000 predicted=39.126429, expected=28.000000 predicted=36.888670, expected=60.000000 predicted=57.151567, expected=4.000000 predicted=38.658231, expected=56.000000 predicted=47.547685, expected=8.000000 predicted=22.469813, expected=32.000000 predicted=30.448339, expected=20.000000 predicted=31.904714, expected=8.000000 predicted=11.919859, expected=24.000000 predicted=30.326314, expected=40.000000 predicted=25.454637, expected=28.000000 predicted=26.773751, expected=44.000000 predicted=33.576285, expected=36.000000 predicted=28.652380, expected=40.000000 predicted=35.126491, expected=68.000000 predicted=52.296311, expected=52.000000 predicted=43.881700, expected=40.000000 predicted=44.575126, expected=8.000000 predicted=28.218251, expected=16.000000 predicted=29.215334, expected=24.000000 predicted=34.659201, expected=56.000000 predicted=43.518888, expected=52.000000 predicted=41.031316, expected=32.000000 predicted=28.496592, expected=28.000000 predicted=30.417266, expected=48.000000 predicted=39.982013, expected=12.000000 predicted=29.541381, expected=4.000000 predicted=24.029383, expected=24.000000 predicted=25.798123, expected=28.000000 predicted=24.079610, expected=28.000000 predicted=29.295099, expected=36.000000 predicted=26.481744, expected=56.000000 predicted=35.397825, expected=12.000000 predicted=21.881361, expected=28.000000 predicted=30.945179, expected=48.000000 predicted=38.269649, expected=36.000000 predicted=33.954995, expected=32.000000 predicted=38.625590, expected=56.000000 predicted=40.016768, expected=52.000000 predicted=42.344988, expected=24.000000 predicted=35.978678, expected=16.000000 predicted=29.647721, expected=28.000000 predicted=31.003524, expected=8.000000 predicted=24.330059, expected=52.000000 predicted=42.462024, expected=36.000000 predicted=29.168715, expected=28.000000 predicted=26.186174, expected=36.000000 predicted=34.123540, expected=12.000000 predicted=17.624555, expected=32.000000 predicted=35.848617, expected=20.000000 predicted=25.227838, expected=40.000000 predicted=32.164040, expected=24.000000 predicted=27.512629, expected=36.000000 predicted=28.191906, expected=44.000000 predicted=37.049152, expected=24.000000 predicted=25.933394, expected=28.000000 predicted=32.982464, expected=20.000000 predicted=24.559673, expected=16.000000 predicted=24.003015, expected=40.000000 predicted=35.510571, expected=52.000000 predicted=36.486676, expected=16.000000 predicted=23.589882, expected=32.000000 predicted=30.581071, expected=32.000000 predicted=28.335274, expected=24.000000 predicted=29.329113, expected=52.000000 predicted=44.867534, expected=36.000000 predicted=30.017045, expected=48.000000 predicted=41.004812, expected=36.000000 predicted=36.631129, expected=28.000000 predicted=31.311100, expected=24.000000 predicted=34.896286, expected=16.000000 predicted=25.546030, expected=36.000000 predicted=35.520246, expected=48.000000 predicted=37.673373, expected=20.000000 predicted=24.950550, expected=8.000000 predicted=19.855839, expected=40.000000 predicted=30.639036, expected=32.000000 predicted=29.957190, expected=28.000000 predicted=32.109910, expected=24.000000 predicted=24.927037, expected=40.000000 predicted=29.176009, expected=4.000000 predicted=20.093632, expected=16.000000 predicted=23.029766, expected=44.000000 predicted=32.723857, expected=56.000000 predicted=37.356977, expected=60.000000 predicted=46.818894, expected=8.000000 predicted=18.855446, expected=28.000000 predicted=30.922676, expected=24.000000 predicted=31.736797, expected=36.000000 predicted=37.396630, expected=28.000000 predicted=34.738264, expected=40.000000 predicted=29.078321, expected=68.000000 predicted=47.492041, expected=32.000000 predicted=32.593613, expected=28.000000 predicted=35.768813, expected=40.000000 predicted=38.139379, expected=24.000000 predicted=31.515217, expected=24.000000 predicted=36.955832, expected=32.000000 predicted=31.116227, expected=40.000000 predicted=33.205431, expected=20.000000 predicted=27.636127, expected=28.000000 predicted=28.101015, expected=16.000000 predicted=21.775841, expected=20.000000 predicted=24.210866, expected=8.000000 predicted=19.434655, expected=36.000000 predicted=26.440494, expected=36.000000 predicted=28.420043, expected=64.000000 predicted=40.625246, expected=32.000000 predicted=30.687193, expected=28.000000 predicted=28.439105, expected=28.000000 predicted=34.031619, expected=20.000000 predicted=27.867640, expected=36.000000 predicted=39.914864, expected=16.000000 predicted=22.853104, expected=44.000000 predicted=34.650017, expected=44.000000 predicted=35.175211, expected=16.000000 predicted=22.353518, expected=36.000000 predicted=35.648012, expected=28.000000 predicted=26.220447, expected=48.000000 predicted=41.244341, expected=40.000000 predicted=38.565160, expected=32.000000 predicted=30.134858, expected=72.000000 predicted=53.354069, expected=12.000000 predicted=25.643314, expected=40.000000 predicted=43.051612, expected=32.000000 predicted=35.721514, expected=40.000000 predicted=36.282596, expected=40.000000 predicted=45.294408, expected=40.000000 predicted=32.546086, expected=20.000000 predicted=30.489265, expected=44.000000 predicted=38.586595, expected=16.000000 predicted=27.034342, expected=24.000000 predicted=29.751146, expected=32.000000 predicted=32.047399, expected=44.000000 predicted=32.552764, expected=24.000000 predicted=30.405857, expected=16.000000 predicted=21.380132, expected=20.000000 predicted=23.806333, expected=16.000000 predicted=21.855297, expected=24.000000 predicted=26.887796, expected=24.000000 predicted=22.217163, expected=36.000000 predicted=26.450016, expected=24.000000 predicted=23.301972, expected=28.000000 predicted=25.128769, expected=20.000000 predicted=23.437184, expected=32.000000 predicted=28.195099, expected=36.000000 predicted=32.543352, expected=44.000000 predicted=34.335660, expected=24.000000 predicted=27.991238, expected=24.000000 predicted=26.657576, expected=28.000000 predicted=29.990300, expected=32.000000 predicted=31.435236, expected=16.000000 predicted=25.936353, expected=32.000000 Test MSE: 322.696
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309])] predicted=55.720374, expected=36.000000 predicted=50.845919, expected=52.000000 predicted=56.668797, expected=40.000000 predicted=52.511376, expected=44.000000 predicted=55.333321, expected=60.000000 predicted=52.550873, expected=72.000000 predicted=53.475620, expected=76.000000 predicted=62.933947, expected=52.000000 predicted=53.182442, expected=28.000000 predicted=45.249249, expected=24.000000 predicted=44.194932, expected=44.000000 predicted=49.186391, expected=80.000000 predicted=62.996285, expected=80.000000 predicted=59.769397, expected=68.000000 predicted=56.088603, expected=40.000000 predicted=47.164035, expected=44.000000 predicted=51.729179, expected=40.000000 predicted=54.037407, expected=40.000000 predicted=50.670866, expected=60.000000 predicted=56.824197, expected=56.000000 predicted=47.042559, expected=28.000000 predicted=38.492305, expected=36.000000 predicted=42.912713, expected=40.000000 predicted=39.888066, expected=24.000000 predicted=35.426106, expected=44.000000 predicted=45.251309, expected=92.000000 predicted=57.469533, expected=76.000000 predicted=53.627967, expected=80.000000 predicted=66.484626, expected=64.000000 predicted=59.075675, expected=72.000000 predicted=65.387507, expected=52.000000 predicted=68.214870, expected=56.000000 predicted=64.119418, expected=84.000000 predicted=76.484307, expected=100.000000 predicted=77.271326, expected=60.000000 predicted=66.564997, expected=32.000000 predicted=54.147536, expected=48.000000 predicted=58.281973, expected=28.000000 predicted=46.982115, expected=40.000000 predicted=55.671320, expected=60.000000 predicted=53.850523, expected=76.000000 predicted=52.159930, expected=36.000000 predicted=43.573130, expected=52.000000 predicted=49.714812, expected=60.000000 predicted=53.008122, expected=76.000000 predicted=62.070641, expected=56.000000 predicted=61.934135, expected=44.000000 predicted=48.300246, expected=44.000000 predicted=51.897939, expected=40.000000 predicted=47.353696, expected=48.000000 predicted=54.049283, expected=44.000000 predicted=46.488653, expected=24.000000 predicted=34.627827, expected=40.000000 predicted=42.347067, expected=84.000000 predicted=57.794489, expected=80.000000 predicted=58.079096, expected=40.000000 predicted=47.665611, expected=44.000000 predicted=49.208583, expected=72.000000 predicted=59.225004, expected=64.000000 predicted=62.569181, expected=96.000000 predicted=81.436062, expected=68.000000 predicted=60.811509, expected=60.000000 predicted=60.889620, expected=76.000000 predicted=76.626100, expected=16.000000 predicted=41.625768, expected=44.000000 predicted=64.134500, expected=48.000000 predicted=52.340600, expected=44.000000 predicted=43.624721, expected=36.000000 predicted=49.802744, expected=20.000000 predicted=25.802270, expected=16.000000 predicted=29.565779, expected=48.000000 predicted=41.751293, expected=44.000000 predicted=36.447199, expected=44.000000 predicted=38.496323, expected=56.000000 predicted=43.645066, expected=80.000000 predicted=52.626591, expected=76.000000 predicted=61.481827, expected=36.000000 predicted=47.259435, expected=60.000000 predicted=60.483549, expected=20.000000 predicted=39.071093, expected=40.000000 predicted=51.952400, expected=72.000000 predicted=63.893969, expected=80.000000 predicted=54.052384, expected=36.000000 predicted=48.579554, expected=52.000000 predicted=49.934509, expected=48.000000 predicted=48.048744, expected=44.000000 predicted=50.800558, expected=32.000000 predicted=49.877451, expected=60.000000 predicted=49.115953, expected=120.000000 predicted=78.926746, expected=68.000000 predicted=56.902251, expected=36.000000 predicted=53.638146, expected=52.000000 predicted=58.209731, expected=60.000000 predicted=56.505457, expected=56.000000 predicted=69.471039, expected=40.000000 predicted=51.979361, expected=68.000000 predicted=56.436970, expected=60.000000 predicted=54.203448, expected=64.000000 predicted=59.905850, expected=60.000000 predicted=60.219047, expected=40.000000 predicted=45.768623, expected=40.000000 predicted=53.285989, expected=76.000000 predicted=64.032387, expected=96.000000 predicted=71.574621, expected=60.000000 predicted=59.567370, expected=44.000000 predicted=54.920348, expected=60.000000 predicted=59.446028, expected=36.000000 predicted=50.285826, expected=68.000000 predicted=70.751304, expected=32.000000 predicted=43.892173, expected=88.000000 predicted=65.457564, expected=56.000000 predicted=55.886935, expected=40.000000 predicted=43.974979, expected=36.000000 predicted=54.952872, expected=40.000000 predicted=39.271486, expected=48.000000 predicted=55.401924, expected=52.000000 predicted=48.887775, expected=120.000000 predicted=77.228251, expected=84.000000 predicted=62.110145, expected=88.000000 predicted=74.751406, expected=48.000000 predicted=63.712083, expected=60.000000 predicted=64.003836, expected=72.000000 predicted=83.528899, expected=96.000000 predicted=80.552492, expected=68.000000 predicted=73.141357, expected=52.000000 predicted=59.690215, expected=44.000000 predicted=58.747165, expected=56.000000 predicted=60.708851, expected=20.000000 predicted=47.807484, expected=40.000000 predicted=49.601370, expected=48.000000 predicted=46.200039, expected=68.000000 predicted=50.363756, expected=56.000000 predicted=53.000839, expected=28.000000 predicted=34.026811, expected=48.000000 predicted=49.469467, expected=44.000000 predicted=44.160925, expected=36.000000 predicted=44.514641, expected=60.000000 predicted=54.944090, expected=48.000000 predicted=40.302121, expected=52.000000 predicted=49.459173, expected=28.000000 predicted=39.607854, expected=48.000000 predicted=44.680519, expected=24.000000 predicted=38.029887, expected=28.000000 predicted=35.342220, expected=48.000000 predicted=45.619511, expected=92.000000 predicted=56.062333, expected=56.000000 predicted=49.235820, expected=36.000000 predicted=42.077898, expected=52.000000 predicted=51.781253, expected=44.000000 predicted=44.908694, expected=76.000000 predicted=70.851482, expected=80.000000 predicted=64.922913, expected=100.000000 predicted=71.577707, expected=64.000000 predicted=65.176046, expected=36.000000 predicted=52.636501, expected=68.000000 predicted=73.789810, expected=32.000000 predicted=49.475940, expected=48.000000 predicted=62.268087, expected=52.000000 predicted=54.839739, expected=60.000000 predicted=47.414069, expected=48.000000 predicted=54.013041, expected=24.000000 predicted=34.766496, expected=32.000000 predicted=41.924972, expected=32.000000 predicted=38.039395, expected=48.000000 predicted=45.108107, expected=88.000000 predicted=61.758989, expected=60.000000 predicted=45.055774, expected=32.000000 predicted=41.751188, expected=52.000000 predicted=52.546972, expected=24.000000 predicted=36.118000, expected=16.000000 predicted=41.838402, expected=40.000000 predicted=44.549141, expected=60.000000 predicted=41.026861, expected=64.000000 predicted=50.879177, expected=52.000000 predicted=44.053915, expected=4.000000 predicted=22.926975, expected=20.000000 predicted=35.112775, expected=32.000000 predicted=38.100873, expected=28.000000 predicted=32.781840, expected=24.000000 predicted=31.994112, expected=44.000000 predicted=29.105555, expected=72.000000 predicted=45.274642, expected=76.000000 predicted=52.798280, expected=52.000000 predicted=47.317403, expected=48.000000 predicted=48.525200, expected=60.000000 predicted=56.516024, expected=56.000000 predicted=58.269213, expected=28.000000 predicted=47.684076, expected=24.000000 predicted=40.391328, expected=16.000000 predicted=31.129577, expected=12.000000 predicted=27.848776, expected=4.000000 predicted=21.693521, expected=56.000000 predicted=36.645071, expected=32.000000 predicted=23.426452, expected=68.000000 predicted=43.417314, expected=40.000000 predicted=34.394837, expected=40.000000 predicted=32.312800, expected=32.000000 predicted=44.518218, expected=32.000000 predicted=33.405017, expected=60.000000 predicted=55.307303, expected=56.000000 predicted=45.211062, expected=52.000000 predicted=47.040602, expected=40.000000 predicted=42.813389, expected=88.000000 predicted=63.374316, expected=32.000000 predicted=43.699658, expected=32.000000 predicted=46.297089, expected=60.000000 predicted=57.939028, expected=56.000000 predicted=44.506545, expected=44.000000 predicted=56.224849, expected=44.000000 predicted=44.614533, expected=44.000000 predicted=42.092110, expected=44.000000 predicted=47.866188, expected=32.000000 predicted=41.437388, expected=52.000000 predicted=47.268144, expected=48.000000 predicted=44.135434, expected=44.000000 predicted=43.122482, expected=20.000000 predicted=34.585695, expected=28.000000 predicted=33.353187, expected=36.000000 predicted=38.804544, expected=40.000000 predicted=37.286789, expected=24.000000 predicted=31.450972, expected=88.000000 predicted=55.769143, expected=76.000000 predicted=51.737352, expected=36.000000 predicted=41.291422, expected=20.000000 predicted=42.512627, expected=12.000000 predicted=26.324083, expected=20.000000 predicted=39.378638, expected=52.000000 predicted=48.321454, expected=32.000000 predicted=28.746571, expected=32.000000 predicted=29.631753, expected=52.000000 predicted=38.648873, expected=28.000000 predicted=26.632693, expected=52.000000 predicted=48.853680, expected=84.000000 predicted=58.297707, expected=124.000000 predicted=76.924147, expected=48.000000 predicted=55.256513, expected=112.000000 predicted=86.856591, expected=24.000000 predicted=50.089746, expected=36.000000 predicted=58.160862, expected=4.000000 predicted=54.984089, expected=40.000000 predicted=36.368350, expected=52.000000 predicted=60.304982, expected=36.000000 predicted=28.753669, expected=44.000000 predicted=42.511009, expected=36.000000 predicted=29.660943, expected=24.000000 predicted=31.992554, expected=24.000000 predicted=35.357717, expected=52.000000 predicted=41.156037, expected=48.000000 predicted=40.648048, expected=36.000000 predicted=36.470741, expected=32.000000 predicted=34.687361, expected=32.000000 predicted=32.039848, expected=84.000000 predicted=61.232742, expected=72.000000 predicted=55.697789, expected=56.000000 predicted=51.129856, expected=40.000000 predicted=48.457929, expected=16.000000 predicted=32.461132, expected=100.000000 predicted=80.162058, expected=128.000000 predicted=87.071754, expected=88.000000 predicted=71.610131, expected=76.000000 predicted=76.781082, expected=56.000000 predicted=59.356857, expected=28.000000 predicted=60.999551, expected=20.000000 predicted=60.351659, expected=60.000000 predicted=62.007281, expected=56.000000 predicted=53.104797, expected=36.000000 predicted=42.228024, expected=16.000000 predicted=30.283033, expected=32.000000 predicted=31.743165, expected=44.000000 predicted=43.238407, expected=32.000000 predicted=36.062020, expected=56.000000 predicted=45.577808, expected=80.000000 predicted=52.019190, expected=44.000000 predicted=40.972254, expected=64.000000 predicted=59.220878, expected=44.000000 predicted=45.963759, expected=20.000000 predicted=37.760159, expected=32.000000 predicted=50.201835, expected=36.000000 predicted=36.687341, expected=24.000000 predicted=34.858785, expected=40.000000 predicted=39.155516, expected=20.000000 predicted=22.720839, expected=40.000000 predicted=34.967830, expected=48.000000 predicted=40.228610, expected=20.000000 predicted=23.565880, expected=52.000000 predicted=46.049091, expected=36.000000 predicted=31.561122, expected=8.000000 predicted=23.440060, expected=52.000000 predicted=48.070545, expected=40.000000 predicted=30.129788, expected=24.000000 predicted=32.732849, expected=36.000000 predicted=38.401183, expected=28.000000 predicted=23.498075, expected=28.000000 predicted=34.491714, expected=12.000000 predicted=24.658200, expected=24.000000 predicted=24.373614, expected=48.000000 predicted=37.062074, expected=32.000000 predicted=27.377450, expected=48.000000 predicted=39.110615, expected=56.000000 predicted=40.124855, expected=100.000000 predicted=63.603083, expected=12.000000 predicted=33.687350, expected=32.000000 predicted=42.689714, expected=64.000000 predicted=57.437377, expected=28.000000 predicted=33.736234, expected=28.000000 predicted=52.196696, expected=24.000000 predicted=26.557892, expected=24.000000 predicted=26.585953, expected=28.000000 predicted=36.613320, expected=32.000000 predicted=28.530765, expected=20.000000 predicted=23.640569, expected=16.000000 predicted=21.499462, expected=28.000000 predicted=25.926831, expected=32.000000 predicted=26.948752, expected=24.000000 predicted=25.471374, expected=88.000000 predicted=53.722191, expected=40.000000 predicted=31.661113, expected=24.000000 predicted=33.243723, expected=4.000000 predicted=27.398003, expected=4.000000 predicted=15.745585, expected=24.000000 predicted=37.571218, expected=32.000000 predicted=26.459835, expected=44.000000 predicted=30.576828, expected=4.000000 predicted=10.849199, expected=12.000000 predicted=15.974991, expected=44.000000 predicted=32.779450, expected=48.000000 predicted=33.072690, expected=56.000000 predicted=45.256142, expected=44.000000 predicted=34.167549, expected=28.000000 predicted=30.020251, expected=52.000000 predicted=48.670835, expected=36.000000 predicted=39.336307, expected=44.000000 predicted=45.582647, expected=48.000000 predicted=45.742378, expected=44.000000 predicted=38.603252, expected=24.000000 predicted=37.217923, expected=36.000000 predicted=38.045447, expected=32.000000 predicted=35.575140, expected=44.000000 predicted=40.861467, expected=36.000000 predicted=37.610298, expected=28.000000 predicted=29.397374, expected=64.000000 predicted=49.500599, expected=20.000000 predicted=27.120448, expected=56.000000 predicted=48.937664, expected=44.000000 predicted=41.768975, expected=76.000000 predicted=52.341843, expected=40.000000 predicted=49.905543, expected=12.000000 predicted=26.720547, expected=28.000000 predicted=42.557306, expected=32.000000 predicted=33.385533, expected=48.000000 predicted=47.327014, expected=44.000000 predicted=39.218506, expected=56.000000 predicted=39.808710, expected=76.000000 predicted=55.183633, expected=44.000000 predicted=43.082702, expected=32.000000 predicted=44.878776, expected=28.000000 predicted=40.432354, expected=32.000000 predicted=39.494793, expected=80.000000 predicted=64.689585, expected=40.000000 predicted=39.368191, expected=24.000000 predicted=34.198473, expected=52.000000 predicted=47.041379, expected=40.000000 predicted=36.198307, expected=48.000000 predicted=53.095516, expected=20.000000 predicted=32.441632, expected=52.000000 predicted=41.580279, expected=48.000000 predicted=45.470620, expected=36.000000 predicted=37.013705, expected=16.000000 predicted=33.325092, expected=64.000000 predicted=45.484637, expected=24.000000 predicted=32.872136, expected=44.000000 predicted=42.798931, expected=64.000000 predicted=50.967495, expected=20.000000 predicted=23.730041, expected=36.000000 predicted=47.003592, expected=24.000000 predicted=29.075212, expected=36.000000 predicted=35.475254, expected=24.000000 predicted=35.961234, expected=48.000000 predicted=35.074733, expected=52.000000 predicted=41.830857, expected=44.000000 predicted=36.692439, expected=40.000000 predicted=41.359536, expected=36.000000 predicted=36.021566, expected=32.000000 predicted=38.697840, expected=32.000000 Test MSE: 451.184
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973])] predicted=19.004783, expected=12.000000 predicted=15.323836, expected=12.000000 predicted=13.120328, expected=16.000000 predicted=17.419792, expected=12.000000 predicted=21.825982, expected=32.000000 predicted=16.523730, expected=8.000000 predicted=15.896926, expected=24.000000 predicted=15.973976, expected=32.000000 predicted=20.984557, expected=12.000000 predicted=20.301380, expected=36.000000 predicted=24.077721, expected=12.000000 predicted=19.748504, expected=64.000000 predicted=30.680075, expected=20.000000 predicted=32.572754, expected=24.000000 predicted=24.711942, expected=4.000000 predicted=24.078115, expected=8.000000 predicted=19.310156, expected=4.000000 predicted=23.786083, expected=16.000000 predicted=13.770856, expected=48.000000 predicted=21.101227, expected=64.000000 predicted=28.930076, expected=32.000000 predicted=29.332285, expected=28.000000 predicted=25.259875, expected=4.000000 predicted=25.509675, expected=12.000000 predicted=29.807984, expected=16.000000 predicted=29.637060, expected=44.000000 predicted=27.284200, expected=56.000000 predicted=32.892668, expected=20.000000 predicted=24.271102, expected=24.000000 predicted=21.948361, expected=4.000000 predicted=22.088724, expected=24.000000 predicted=29.478189, expected=4.000000 predicted=25.960040, expected=8.000000 predicted=13.299976, expected=28.000000 predicted=16.735579, expected=36.000000 predicted=20.423539, expected=32.000000 predicted=24.969871, expected=4.000000 predicted=14.542292, expected=20.000000 predicted=16.159614, expected=12.000000 predicted=22.462146, expected=40.000000 predicted=27.761241, expected=48.000000 predicted=31.352863, expected=24.000000 predicted=24.045933, expected=16.000000 predicted=21.487689, expected=8.000000 predicted=19.325502, expected=12.000000 predicted=25.101587, expected=20.000000 predicted=25.163551, expected=28.000000 predicted=21.173805, expected=12.000000 predicted=16.526903, expected=44.000000 predicted=19.789779, expected=28.000000 predicted=25.485678, expected=28.000000 predicted=25.945134, expected=8.000000 predicted=21.696563, expected=20.000000 predicted=19.841252, expected=28.000000 predicted=29.237788, expected=44.000000 predicted=30.234213, expected=44.000000 predicted=31.910403, expected=8.000000 predicted=21.266895, expected=4.000000 predicted=17.311380, expected=8.000000 predicted=20.379938, expected=4.000000 predicted=22.158716, expected=44.000000 predicted=25.068755, expected=36.000000 predicted=22.175761, expected=8.000000 predicted=14.691219, expected=8.000000 predicted=10.424137, expected=24.000000 predicted=18.302254, expected=16.000000 predicted=27.854410, expected=44.000000 predicted=26.730731, expected=40.000000 predicted=24.944322, expected=28.000000 predicted=24.699794, expected=32.000000 predicted=27.289402, expected=44.000000 predicted=32.801685, expected=4.000000 predicted=32.491527, expected=44.000000 predicted=30.713155, expected=20.000000 predicted=30.110516, expected=32.000000 predicted=30.418954, expected=28.000000 predicted=29.943439, expected=12.000000 predicted=20.145289, expected=20.000000 predicted=25.750548, expected=28.000000 predicted=23.863296, expected=8.000000 predicted=23.301684, expected=48.000000 predicted=24.984762, expected=32.000000 predicted=26.765113, expected=32.000000 predicted=27.780586, expected=36.000000 predicted=28.598743, expected=8.000000 predicted=23.459065, expected=20.000000 predicted=28.368747, expected=20.000000 predicted=25.390022, expected=20.000000 predicted=25.564085, expected=48.000000 predicted=28.912333, expected=48.000000 predicted=29.737730, expected=32.000000 predicted=30.781283, expected=12.000000 predicted=23.282768, expected=36.000000 predicted=28.328539, expected=24.000000 predicted=37.300958, expected=16.000000 predicted=30.345932, expected=36.000000 predicted=25.712815, expected=12.000000 predicted=22.212357, expected=16.000000 predicted=23.109135, expected=32.000000 predicted=22.474494, expected=16.000000 predicted=22.872473, expected=4.000000 predicted=19.105898, expected=28.000000 predicted=15.486214, expected=20.000000 predicted=21.557435, expected=32.000000 predicted=25.407452, expected=28.000000 predicted=21.145190, expected=28.000000 predicted=21.175653, expected=16.000000 predicted=24.082624, expected=12.000000 predicted=19.931182, expected=40.000000 predicted=27.619408, expected=28.000000 predicted=29.395708, expected=44.000000 predicted=29.869042, expected=20.000000 predicted=24.247299, expected=16.000000 predicted=21.771218, expected=20.000000 predicted=26.981620, expected=44.000000 predicted=31.638930, expected=28.000000 predicted=34.012598, expected=40.000000 predicted=27.081973, expected=12.000000 predicted=22.951812, expected=8.000000 predicted=20.781437, expected=40.000000 predicted=30.448129, expected=40.000000 predicted=33.859844, expected=4.000000 predicted=25.873819, expected=40.000000 predicted=18.637569, expected=28.000000 predicted=25.860912, expected=12.000000 predicted=29.711771, expected=12.000000 predicted=21.048570, expected=16.000000 predicted=15.775945, expected=40.000000 predicted=29.912269, expected=20.000000 predicted=24.718620, expected=16.000000 predicted=16.543602, expected=28.000000 predicted=18.944826, expected=16.000000 predicted=22.748632, expected=20.000000 predicted=25.159609, expected=12.000000 predicted=17.639842, expected=24.000000 predicted=19.175969, expected=12.000000 predicted=20.159248, expected=28.000000 predicted=18.807609, expected=28.000000 predicted=21.930106, expected=24.000000 predicted=21.180505, expected=8.000000 predicted=18.855562, expected=4.000000 predicted=13.416354, expected=20.000000 predicted=19.581723, expected=16.000000 predicted=20.454416, expected=32.000000 predicted=20.263933, expected=8.000000 predicted=13.576026, expected=8.000000 predicted=10.673625, expected=4.000000 predicted=12.941407, expected=8.000000 predicted=13.378607, expected=16.000000 predicted=16.356809, expected=28.000000 predicted=14.069675, expected=16.000000 predicted=13.932761, expected=4.000000 predicted=9.185477, expected=4.000000 predicted=8.924671, expected=20.000000 predicted=15.633421, expected=28.000000 predicted=21.748703, expected=16.000000 predicted=16.171418, expected=36.000000 predicted=16.001831, expected=32.000000 predicted=21.809105, expected=12.000000 predicted=22.860403, expected=4.000000 predicted=17.704409, expected=12.000000 predicted=16.355403, expected=4.000000 predicted=19.797354, expected=8.000000 predicted=14.630169, expected=28.000000 predicted=13.056345, expected=16.000000 predicted=13.430020, expected=4.000000 predicted=10.441508, expected=8.000000 predicted=7.385156, expected=20.000000 predicted=14.157783, expected=12.000000 predicted=18.267329, expected=24.000000 predicted=14.912355, expected=24.000000 predicted=14.763402, expected=20.000000 predicted=17.273046, expected=4.000000 predicted=15.412381, expected=8.000000 predicted=12.342354, expected=16.000000 predicted=17.362186, expected=24.000000 predicted=19.750407, expected=28.000000 predicted=19.317179, expected=28.000000 predicted=17.075697, expected=12.000000 predicted=16.361767, expected=20.000000 predicted=18.661187, expected=12.000000 predicted=20.482869, expected=44.000000 predicted=27.142974, expected=20.000000 predicted=25.667722, expected=12.000000 predicted=16.840602, expected=4.000000 predicted=14.478882, expected=32.000000 predicted=20.572225, expected=8.000000 predicted=25.386829, expected=8.000000 predicted=13.243005, expected=8.000000 predicted=9.806179, expected=16.000000 predicted=12.512370, expected=12.000000 predicted=17.448292, expected=16.000000 predicted=11.127003, expected=12.000000 predicted=11.254137, expected=4.000000 predicted=9.835596, expected=20.000000 predicted=13.536035, expected=48.000000 predicted=22.244125, expected=24.000000 predicted=23.376205, expected=8.000000 predicted=14.766619, expected=16.000000 predicted=13.938662, expected=8.000000 predicted=20.389094, expected=24.000000 predicted=26.264020, expected=20.000000 predicted=19.101532, expected=28.000000 predicted=17.319084, expected=4.000000 predicted=15.066172, expected=12.000000 predicted=12.504151, expected=8.000000 predicted=16.280885, expected=12.000000 predicted=15.548825, expected=12.000000 predicted=15.072876, expected=16.000000 predicted=10.371631, expected=16.000000 predicted=13.094608, expected=16.000000 predicted=12.812078, expected=12.000000 predicted=13.261572, expected=8.000000 predicted=12.141093, expected=8.000000 predicted=12.243126, expected=16.000000 predicted=13.658613, expected=44.000000 predicted=21.026074, expected=8.000000 predicted=16.925674, expected=4.000000 predicted=9.555755, expected=24.000000 predicted=14.363211, expected=16.000000 predicted=20.878940, expected=12.000000 predicted=21.610231, expected=20.000000 predicted=12.410178, expected=12.000000 predicted=13.424893, expected=52.000000 predicted=25.835606, expected=28.000000 predicted=25.404237, expected=16.000000 predicted=19.824772, expected=20.000000 predicted=20.392759, expected=20.000000 predicted=23.177807, expected=12.000000 predicted=28.344388, expected=4.000000 predicted=16.246607, expected=20.000000 predicted=15.182966, expected=16.000000 predicted=17.557702, expected=8.000000 predicted=14.072630, expected=12.000000 predicted=10.669638, expected=12.000000 predicted=11.006432, expected=32.000000 predicted=19.316433, expected=8.000000 predicted=15.509766, expected=40.000000 predicted=17.797020, expected=4.000000 predicted=16.930232, expected=8.000000 predicted=14.090831, expected=4.000000 predicted=15.680021, expected=28.000000 predicted=16.584507, expected=12.000000 predicted=21.183587, expected=12.000000 predicted=9.477819, expected=16.000000 predicted=11.604135, expected=4.000000 predicted=11.222294, expected=8.000000 predicted=14.193059, expected=16.000000 predicted=11.880251, expected=20.000000 predicted=14.489854, expected=20.000000 predicted=15.280195, expected=16.000000 predicted=12.374937, expected=16.000000 predicted=14.239942, expected=16.000000 predicted=16.896535, expected=20.000000 predicted=18.683225, expected=12.000000 predicted=17.003240, expected=12.000000 predicted=14.491338, expected=20.000000 predicted=16.140619, expected=8.000000 predicted=15.070022, expected=24.000000 predicted=16.679418, expected=20.000000 predicted=16.561230, expected=8.000000 predicted=14.405883, expected=8.000000 predicted=13.163659, expected=4.000000 predicted=10.389284, expected=40.000000 predicted=20.979648, expected=32.000000 predicted=23.119555, expected=24.000000 predicted=18.099162, expected=4.000000 predicted=13.151719, expected=8.000000 predicted=13.807606, expected=8.000000 predicted=21.807878, expected=4.000000 predicted=16.085282, expected=28.000000 predicted=15.702522, expected=8.000000 predicted=10.642918, expected=20.000000 predicted=11.617804, expected=16.000000 predicted=12.938948, expected=4.000000 predicted=11.482098, expected=20.000000 predicted=16.808319, expected=4.000000 predicted=11.752147, expected=8.000000 predicted=12.271770, expected=28.000000 predicted=14.704213, expected=16.000000 predicted=14.473193, expected=16.000000 predicted=15.333012, expected=32.000000 predicted=15.744591, expected=4.000000 predicted=16.191941, expected=20.000000 predicted=18.835039, expected=16.000000 predicted=17.061644, expected=4.000000 predicted=15.407406, expected=24.000000 predicted=18.146651, expected=12.000000 predicted=13.243802, expected=12.000000 predicted=15.182336, expected=20.000000 predicted=14.301990, expected=24.000000 predicted=16.084037, expected=12.000000 predicted=18.326008, expected=20.000000 predicted=15.030498, expected=32.000000 predicted=20.217879, expected=16.000000 predicted=21.715256, expected=8.000000 predicted=17.030119, expected=12.000000 predicted=13.949004, expected=16.000000 predicted=18.444066, expected=16.000000 predicted=19.775794, expected=8.000000 predicted=12.589943, expected=4.000000 predicted=8.705357, expected=12.000000 predicted=11.014425, expected=8.000000 predicted=12.086677, expected=16.000000 predicted=12.061277, expected=36.000000 predicted=15.613119, expected=4.000000 predicted=12.742188, expected=8.000000 predicted=10.583834, expected=8.000000 predicted=10.724754, expected=8.000000 predicted=14.620655, expected=12.000000 predicted=16.150214, expected=4.000000 predicted=6.727806, expected=20.000000 predicted=10.164995, expected=8.000000 predicted=10.373958, expected=16.000000 predicted=10.988168, expected=8.000000 predicted=10.776111, expected=20.000000 predicted=12.080233, expected=28.000000 predicted=18.829558, expected=24.000000 predicted=17.784831, expected=20.000000 predicted=18.211979, expected=12.000000 predicted=15.545347, expected=16.000000 predicted=19.041751, expected=16.000000 predicted=20.671720, expected=20.000000 predicted=19.573129, expected=4.000000 predicted=14.495787, expected=20.000000 predicted=13.610165, expected=8.000000 predicted=14.454837, expected=16.000000 predicted=14.543239, expected=8.000000 predicted=13.030964, expected=16.000000 predicted=11.168410, expected=8.000000 predicted=13.453843, expected=16.000000 predicted=11.620094, expected=8.000000 predicted=12.338603, expected=20.000000 predicted=12.525807, expected=4.000000 predicted=12.257737, expected=16.000000 predicted=11.031150, expected=8.000000 predicted=12.361356, expected=4.000000 predicted=9.281415, expected=4.000000 predicted=9.448323, expected=4.000000 predicted=6.179059, expected=8.000000 predicted=8.889022, expected=16.000000 predicted=8.633932, expected=56.000000 predicted=18.664898, expected=4.000000 predicted=15.615658, expected=12.000000 predicted=10.402599, expected=8.000000 predicted=12.860855, expected=28.000000 predicted=22.633761, expected=32.000000 predicted=30.557080, expected=12.000000 predicted=14.518260, expected=28.000000 predicted=17.213346, expected=4.000000 predicted=16.383840, expected=16.000000 predicted=20.043862, expected=4.000000 predicted=17.091102, expected=16.000000 predicted=13.652143, expected=4.000000 predicted=13.852474, expected=8.000000 predicted=7.600666, expected=12.000000 predicted=10.684913, expected=24.000000 predicted=12.392540, expected=8.000000 predicted=13.037772, expected=12.000000 predicted=8.989350, expected=12.000000 predicted=11.447620, expected=4.000000 predicted=11.923910, expected=20.000000 predicted=14.762617, expected=8.000000 predicted=11.152060, expected=20.000000 predicted=12.893284, expected=8.000000 predicted=11.682370, expected=16.000000 predicted=11.405351, expected=8.000000 predicted=13.738957, expected=20.000000 predicted=13.155670, expected=12.000000 predicted=15.208353, expected=28.000000 predicted=15.329499, expected=8.000000 predicted=15.405290, expected=44.000000 predicted=19.381264, expected=88.000000 predicted=39.237888, expected=8.000000 predicted=31.156694, expected=4.000000 predicted=20.333075, expected=24.000000 predicted=22.635173, expected=8.000000 predicted=34.334776, expected=8.000000 predicted=31.069298, expected=12.000000 predicted=9.411840, expected=12.000000 predicted=11.175737, expected=24.000000 predicted=17.052705, expected=20.000000 predicted=14.464723, expected=16.000000 predicted=14.259194, expected=8.000000 predicted=13.272020, expected=16.000000 predicted=14.935308, expected=16.000000 predicted=18.221615, expected=16.000000 predicted=16.485601, expected=12.000000 predicted=13.766448, expected=4.000000 predicted=10.269932, expected=8.000000 predicted=11.499169, expected=4.000000 predicted=10.487196, expected=36.000000 predicted=16.192005, expected=16.000000 predicted=15.450064, expected=16.000000 predicted=11.984568, expected=28.000000 predicted=16.109601, expected=16.000000 predicted=18.368944, expected=32.000000 predicted=25.905552, expected=20.000000 Test MSE: 160.869
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179])] predicted=23.447681, expected=40.000000 predicted=27.314894, expected=8.000000 predicted=24.523783, expected=20.000000 predicted=28.398402, expected=32.000000 predicted=33.173971, expected=44.000000 predicted=28.635790, expected=36.000000 predicted=32.127150, expected=20.000000 predicted=21.980297, expected=16.000000 predicted=24.577521, expected=8.000000 predicted=24.457292, expected=8.000000 predicted=24.063461, expected=20.000000 predicted=21.694018, expected=16.000000 predicted=15.913468, expected=12.000000 predicted=13.532833, expected=40.000000 predicted=19.519744, expected=40.000000 predicted=23.090339, expected=16.000000 predicted=21.861810, expected=24.000000 predicted=22.644478, expected=16.000000 predicted=20.950811, expected=8.000000 predicted=24.762950, expected=56.000000 predicted=34.315125, expected=12.000000 predicted=18.813743, expected=4.000000 predicted=18.945480, expected=8.000000 predicted=14.120482, expected=4.000000 predicted=13.715280, expected=8.000000 predicted=21.527998, expected=20.000000 predicted=11.486016, expected=16.000000 predicted=9.937737, expected=12.000000 predicted=10.756555, expected=4.000000 predicted=7.940003, expected=4.000000 predicted=9.301957, expected=8.000000 predicted=11.995901, expected=24.000000 predicted=14.658244, expected=12.000000 predicted=10.830882, expected=28.000000 predicted=14.316834, expected=12.000000 predicted=11.510126, expected=12.000000 predicted=14.537555, expected=28.000000 predicted=21.167833, expected=4.000000 predicted=13.568569, expected=4.000000 predicted=15.503290, expected=4.000000 predicted=9.138926, expected=4.000000 predicted=9.751583, expected=8.000000 predicted=11.884928, expected=16.000000 predicted=7.785971, expected=4.000000 predicted=5.571307, expected=16.000000 predicted=9.171194, expected=20.000000 predicted=11.125387, expected=4.000000 predicted=9.829850, expected=12.000000 predicted=12.497254, expected=32.000000 predicted=15.619604, expected=8.000000 predicted=14.416461, expected=4.000000 predicted=13.010074, expected=4.000000 predicted=7.652373, expected=4.000000 predicted=10.580524, expected=20.000000 predicted=17.089026, expected=12.000000 predicted=8.841000, expected=24.000000 predicted=12.442562, expected=16.000000 predicted=11.391096, expected=8.000000 predicted=11.632592, expected=12.000000 predicted=15.244693, expected=28.000000 predicted=18.132958, expected=24.000000 predicted=20.601442, expected=16.000000 predicted=16.785087, expected=24.000000 predicted=17.339125, expected=8.000000 predicted=15.641477, expected=36.000000 predicted=26.555784, expected=12.000000 predicted=18.621059, expected=12.000000 predicted=17.619635, expected=16.000000 predicted=17.662662, expected=32.000000 predicted=20.427687, expected=40.000000 predicted=29.069511, expected=28.000000 predicted=21.909685, expected=20.000000 predicted=21.271404, expected=32.000000 predicted=26.614796, expected=168.000000 predicted=71.348689, expected=204.000000 predicted=108.843925, expected=92.000000 predicted=73.494397, expected=76.000000 predicted=76.814099, expected=20.000000 predicted=65.419467, expected=20.000000 predicted=97.450814, expected=8.000000 predicted=72.042480, expected=16.000000 predicted=39.180363, expected=44.000000 predicted=41.844617, expected=36.000000 predicted=28.685311, expected=148.000000 predicted=82.353657, expected=-28.000000 predicted=15.548014, expected=56.000000 predicted=38.281734, expected=44.000000 predicted=43.203835, expected=16.000000 predicted=45.593590, expected=88.000000 predicted=66.622963, expected=76.000000 predicted=46.420176, expected=68.000000 predicted=65.200973, expected=56.000000 predicted=50.547256, expected=80.000000 predicted=63.219880, expected=48.000000 predicted=66.849841, expected=72.000000 predicted=69.407046, expected=132.000000 predicted=89.513644, expected=112.000000 predicted=94.616384, expected=88.000000 predicted=88.206842, expected=32.000000 predicted=57.146166, expected=48.000000 predicted=68.373594, expected=68.000000 predicted=83.602392, expected=72.000000 predicted=80.782639, expected=44.000000 predicted=57.413880, expected=36.000000 predicted=41.807498, expected=128.000000 predicted=81.377459, expected=24.000000 predicted=57.724676, expected=32.000000 predicted=51.312852, expected=20.000000 predicted=31.762816, expected=20.000000 predicted=42.137486, expected=28.000000 predicted=45.703598, expected=40.000000 predicted=31.623071, expected=72.000000 predicted=46.297884, expected=60.000000 predicted=45.248314, expected=28.000000 predicted=35.400662, expected=24.000000 predicted=32.129787, expected=44.000000 predicted=43.786671, expected=44.000000 predicted=50.084758, expected=56.000000 predicted=49.054917, expected=24.000000 predicted=31.618246, expected=36.000000 predicted=35.331305, expected=28.000000 predicted=35.156791, expected=60.000000 predicted=48.802777, expected=64.000000 predicted=51.665206, expected=80.000000 predicted=56.840502, expected=152.000000 predicted=90.870123, expected=84.000000 predicted=79.052817, expected=80.000000 predicted=81.108866, expected=48.000000 predicted=65.587975, expected=60.000000 predicted=79.292506, expected=52.000000 predicted=78.046180, expected=40.000000 predicted=58.207258, expected=72.000000 predicted=63.093186, expected=28.000000 predicted=45.078845, expected=16.000000 predicted=36.900182, expected=4.000000 predicted=23.108742, expected=8.000000 predicted=24.267067, expected=24.000000 predicted=29.026923, expected=40.000000 predicted=28.572326, expected=32.000000 predicted=25.024368, expected=40.000000 predicted=27.071374, expected=24.000000 predicted=24.433369, expected=36.000000 predicted=32.965037, expected=4.000000 predicted=22.020353, expected=16.000000 predicted=22.549235, expected=24.000000 predicted=24.149770, expected=20.000000 predicted=23.447943, expected=12.000000 predicted=17.396750, expected=20.000000 predicted=15.264568, expected=8.000000 predicted=14.304088, expected=4.000000 predicted=12.171957, expected=8.000000 predicted=10.286760, expected=8.000000 predicted=10.265976, expected=16.000000 predicted=13.444879, expected=24.000000 predicted=15.242300, expected=32.000000 predicted=20.395399, expected=16.000000 predicted=16.481565, expected=24.000000 predicted=19.265157, expected=20.000000 predicted=20.333183, expected=32.000000 predicted=27.893367, expected=20.000000 predicted=23.531416, expected=16.000000 predicted=19.257186, expected=20.000000 predicted=20.242289, expected=24.000000 predicted=23.229762, expected=8.000000 predicted=17.836385, expected=4.000000 predicted=11.206630, expected=24.000000 predicted=17.483245, expected=16.000000 predicted=18.153827, expected=32.000000 predicted=23.378702, expected=36.000000 predicted=23.578765, expected=28.000000 predicted=24.535053, expected=16.000000 predicted=21.182403, expected=16.000000 predicted=19.689922, expected=32.000000 predicted=28.810855, expected=32.000000 predicted=30.678255, expected=4.000000 predicted=17.047267, expected=24.000000 predicted=18.980890, expected=32.000000 predicted=25.543179, expected=12.000000 predicted=22.773261, expected=20.000000 predicted=19.582610, expected=12.000000 predicted=13.885062, expected=4.000000 predicted=14.657134, expected=24.000000 predicted=19.451724, expected=16.000000 predicted=16.066648, expected=16.000000 predicted=16.685740, expected=12.000000 predicted=11.849210, expected=20.000000 predicted=16.105681, expected=40.000000 predicted=27.669485, expected=40.000000 predicted=29.980963, expected=16.000000 predicted=21.187960, expected=8.000000 predicted=14.930926, expected=20.000000 predicted=21.237714, expected=4.000000 predicted=19.051238, expected=12.000000 predicted=17.112945, expected=24.000000 predicted=16.478834, expected=16.000000 predicted=15.923379, expected=8.000000 predicted=12.212923, expected=16.000000 predicted=12.078890, expected=8.000000 predicted=12.501319, expected=4.000000 predicted=11.180627, expected=28.000000 predicted=17.219226, expected=20.000000 predicted=16.890027, expected=8.000000 predicted=13.003408, expected=4.000000 predicted=6.991931, expected=24.000000 predicted=16.501430, expected=4.000000 predicted=13.914555, expected=8.000000 predicted=10.961951, expected=8.000000 predicted=7.224843, expected=20.000000 predicted=14.597812, expected=40.000000 predicted=25.386243, expected=24.000000 predicted=19.787191, expected=24.000000 predicted=20.024089, expected=40.000000 predicted=27.366546, expected=32.000000 predicted=31.499515, expected=12.000000 predicted=24.610428, expected=12.000000 predicted=18.181629, expected=12.000000 predicted=18.703216, expected=36.000000 predicted=30.129286, expected=8.000000 predicted=17.551054, expected=4.000000 predicted=10.239060, expected=28.000000 predicted=17.448714, expected=20.000000 predicted=20.573977, expected=8.000000 predicted=16.574418, expected=4.000000 predicted=7.153980, expected=16.000000 predicted=13.264436, expected=36.000000 predicted=25.832765, expected=16.000000 predicted=18.194313, expected=16.000000 predicted=14.606843, expected=12.000000 predicted=12.602050, expected=12.000000 predicted=16.840164, expected=8.000000 predicted=15.260680, expected=28.000000 predicted=19.385685, expected=28.000000 predicted=21.335422, expected=16.000000 predicted=17.396710, expected=20.000000 predicted=17.072885, expected=16.000000 predicted=17.230090, expected=4.000000 predicted=15.358604, expected=4.000000 predicted=11.472739, expected=16.000000 predicted=13.762230, expected=32.000000 predicted=22.069789, expected=52.000000 predicted=31.369579, expected=8.000000 predicted=15.340174, expected=4.000000 predicted=11.279805, expected=32.000000 predicted=23.396592, expected=16.000000 predicted=25.397031, expected=24.000000 predicted=25.821574, expected=16.000000 predicted=14.185208, expected=12.000000 predicted=15.452615, expected=16.000000 predicted=18.429284, expected=12.000000 predicted=15.211673, expected=8.000000 predicted=13.452019, expected=12.000000 predicted=12.214559, expected=20.000000 predicted=15.571709, expected=24.000000 predicted=18.761774, expected=20.000000 predicted=17.165821, expected=16.000000 predicted=15.373987, expected=20.000000 predicted=18.120721, expected=12.000000 predicted=16.934965, expected=16.000000 predicted=17.853570, expected=12.000000 predicted=14.752558, expected=8.000000 predicted=12.654813, expected=16.000000 predicted=14.585557, expected=16.000000 predicted=14.476181, expected=8.000000 predicted=11.909366, expected=4.000000 predicted=7.934299, expected=4.000000 predicted=7.145997, expected=32.000000 predicted=19.694132, expected=60.000000 predicted=34.123852, expected=20.000000 predicted=21.762553, expected=28.000000 predicted=22.034282, expected=20.000000 predicted=20.966249, expected=4.000000 predicted=22.481268, expected=16.000000 predicted=23.368242, expected=44.000000 predicted=29.215709, expected=16.000000 predicted=22.478071, expected=4.000000 predicted=12.577244, expected=16.000000 predicted=12.726206, expected=28.000000 predicted=24.147107, expected=8.000000 predicted=19.113791, expected=16.000000 predicted=14.283060, expected=48.000000 predicted=26.654329, expected=36.000000 predicted=30.277933, expected=8.000000 predicted=19.493199, expected=12.000000 predicted=14.594431, expected=20.000000 predicted=21.614240, expected=16.000000 predicted=24.689966, expected=16.000000 predicted=18.732118, expected=16.000000 predicted=14.080510, expected=32.000000 predicted=22.587817, expected=12.000000 predicted=17.157255, expected=12.000000 predicted=15.423557, expected=24.000000 predicted=18.836377, expected=8.000000 predicted=15.575382, expected=16.000000 predicted=17.963175, expected=12.000000 predicted=12.415891, expected=12.000000 predicted=14.084167, expected=8.000000 predicted=11.990277, expected=8.000000 predicted=9.676967, expected=16.000000 predicted=13.459063, expected=24.000000 predicted=17.039271, expected=36.000000 predicted=23.342708, expected=60.000000 predicted=35.380574, expected=8.000000 predicted=19.208928, expected=20.000000 predicted=22.738432, expected=24.000000 predicted=24.537364, expected=8.000000 predicted=24.097053, expected=4.000000 predicted=17.631587, expected=32.000000 predicted=19.608720, expected=8.000000 predicted=15.223566, expected=8.000000 predicted=13.333188, expected=4.000000 predicted=6.320356, expected=4.000000 predicted=8.505738, expected=12.000000 predicted=13.109870, expected=24.000000 predicted=14.691463, expected=164.000000 predicted=76.262414, expected=364.000000 predicted=221.735971, expected=92.000000 predicted=91.748154, expected=360.000000 predicted=213.317053, expected=576.000000 predicted=374.859900, expected=16.000000 predicted=264.232736, expected=12.000000 predicted=351.005857, expected=16.000000 predicted=-47.552550, expected=32.000000 predicted=146.580898, expected=4.000000 predicted=94.859529, expected=16.000000 predicted=20.921660, expected=36.000000 predicted=21.560844, expected=32.000000 predicted=27.443393, expected=12.000000 predicted=21.892698, expected=16.000000 predicted=18.726860, expected=16.000000 predicted=14.432802, expected=28.000000 predicted=25.756146, expected=24.000000 predicted=22.108024, expected=16.000000 predicted=19.995837, expected=24.000000 predicted=22.333271, expected=4.000000 predicted=9.469817, expected=20.000000 predicted=22.162824, expected=12.000000 predicted=9.847539, expected=16.000000 predicted=18.621304, expected=12.000000 predicted=12.151310, expected=20.000000 predicted=17.585770, expected=12.000000 predicted=12.652423, expected=12.000000 predicted=14.946917, expected=8.000000 predicted=9.481244, expected=36.000000 predicted=25.838471, expected=20.000000 predicted=16.602759, expected=4.000000 predicted=16.247118, expected=20.000000 predicted=16.946027, expected=4.000000 predicted=5.274300, expected=16.000000 predicted=19.956847, expected=12.000000 predicted=9.063487, expected=16.000000 predicted=15.939904, expected=16.000000 predicted=14.367324, expected=32.000000 predicted=24.248184, expected=8.000000 predicted=11.793195, expected=8.000000 predicted=16.352563, expected=4.000000 predicted=5.041600, expected=24.000000 predicted=18.846623, expected=24.000000 predicted=18.321473, expected=16.000000 predicted=18.752005, expected=12.000000 predicted=14.519125, expected=16.000000 predicted=14.601999, expected=20.000000 predicted=18.041227, expected=12.000000 predicted=14.908573, expected=12.000000 predicted=14.784580, expected=12.000000 predicted=11.601712, expected=4.000000 predicted=8.274825, expected=12.000000 predicted=12.476145, expected=8.000000 predicted=7.021443, expected=8.000000 predicted=10.229710, expected=8.000000 predicted=7.841776, expected=8.000000 predicted=7.837900, expected=16.000000 predicted=12.858577, expected=20.000000 predicted=14.998413, expected=4.000000 predicted=8.838468, expected=20.000000 Test MSE: 2227.917
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756])] predicted=6.290910, expected=8.000000 predicted=6.755859, expected=4.000000 predicted=6.246461, expected=16.000000 predicted=8.797547, expected=12.000000 predicted=9.340455, expected=8.000000 predicted=9.169888, expected=16.000000 predicted=11.836849, expected=16.000000 predicted=12.078106, expected=16.000000 predicted=14.200219, expected=4.000000 predicted=12.172397, expected=24.000000 predicted=14.067585, expected=12.000000 predicted=15.024717, expected=60.000000 predicted=23.730017, expected=4.000000 predicted=23.892136, expected=16.000000 predicted=17.057997, expected=12.000000 predicted=24.148743, expected=12.000000 predicted=13.923584, expected=16.000000 predicted=21.142546, expected=12.000000 predicted=11.913714, expected=12.000000 predicted=13.190428, expected=4.000000 predicted=11.109885, expected=24.000000 predicted=13.050464, expected=8.000000 predicted=13.394609, expected=28.000000 predicted=14.426051, expected=20.000000 predicted=18.715127, expected=24.000000 predicted=17.262787, expected=24.000000 predicted=23.262091, expected=4.000000 predicted=16.868810, expected=16.000000 predicted=18.127230, expected=8.000000 predicted=15.511616, expected=16.000000 predicted=13.580640, expected=8.000000 predicted=13.597865, expected=24.000000 predicted=12.389794, expected=28.000000 predicted=18.819988, expected=20.000000 predicted=17.941503, expected=8.000000 predicted=17.875186, expected=12.000000 predicted=15.630125, expected=12.000000 predicted=16.096308, expected=20.000000 predicted=15.994191, expected=16.000000 predicted=15.659460, expected=20.000000 predicted=15.082117, expected=4.000000 predicted=14.254010, expected=16.000000 predicted=13.448778, expected=4.000000 predicted=13.353049, expected=8.000000 predicted=9.401628, expected=12.000000 predicted=11.525215, expected=4.000000 predicted=7.230731, expected=4.000000 predicted=7.673805, expected=4.000000 predicted=5.858105, expected=8.000000 predicted=6.036509, expected=16.000000 predicted=8.726308, expected=16.000000 predicted=9.869967, expected=12.000000 predicted=10.826907, expected=4.000000 predicted=10.027760, expected=12.000000 predicted=10.627999, expected=40.000000 predicted=17.996978, expected=20.000000 predicted=19.093674, expected=12.000000 predicted=16.756419, expected=16.000000 predicted=18.393431, expected=4.000000 predicted=14.962375, expected=4.000000 predicted=14.031076, expected=28.000000 predicted=14.832297, expected=28.000000 predicted=16.788904, expected=4.000000 predicted=14.245339, expected=12.000000 predicted=13.591637, expected=4.000000 predicted=12.221022, expected=8.000000 predicted=11.801788, expected=4.000000 predicted=10.498450, expected=24.000000 predicted=9.459870, expected=8.000000 predicted=11.371848, expected=8.000000 predicted=8.509803, expected=8.000000 predicted=10.859049, expected=4.000000 predicted=7.552092, expected=8.000000 predicted=9.938826, expected=8.000000 predicted=7.488298, expected=8.000000 predicted=7.210903, expected=8.000000 predicted=7.702651, expected=4.000000 predicted=6.406613, expected=8.000000 predicted=7.126657, expected=12.000000 predicted=8.372135, expected=8.000000 predicted=8.073748, expected=20.000000 predicted=10.854032, expected=8.000000 predicted=10.669551, expected=8.000000 predicted=9.791217, expected=24.000000 predicted=14.518234, expected=20.000000 predicted=14.948557, expected=24.000000 predicted=18.242146, expected=16.000000 predicted=17.832442, expected=12.000000 predicted=16.125430, expected=4.000000 predicted=15.729737, expected=20.000000 predicted=15.132520, expected=4.000000 predicted=13.393944, expected=12.000000 predicted=10.435037, expected=8.000000 predicted=11.090637, expected=8.000000 predicted=7.890218, expected=8.000000 predicted=10.577360, expected=4.000000 predicted=6.701779, expected=8.000000 predicted=7.812874, expected=12.000000 predicted=8.373962, expected=4.000000 predicted=7.215697, expected=8.000000 predicted=7.326867, expected=4.000000 predicted=6.674114, expected=8.000000 predicted=6.644057, expected=4.000000 predicted=7.011309, expected=4.000000 predicted=4.769295, expected=8.000000 predicted=6.317707, expected=16.000000 predicted=7.792319, expected=4.000000 predicted=7.794175, expected=4.000000 predicted=6.250038, expected=4.000000 predicted=6.577853, expected=28.000000 predicted=10.832587, expected=8.000000 predicted=12.134950, expected=4.000000 predicted=7.838943, expected=16.000000 predicted=11.851177, expected=4.000000 predicted=9.138734, expected=8.000000 predicted=10.851111, expected=4.000000 predicted=7.871335, expected=8.000000 predicted=6.263120, expected=12.000000 predicted=9.405747, expected=24.000000 predicted=10.885994, expected=12.000000 predicted=12.525545, expected=4.000000 predicted=10.091608, expected=4.000000 predicted=10.194993, expected=4.000000 predicted=8.442762, expected=12.000000 predicted=9.843788, expected=24.000000 predicted=11.524271, expected=8.000000 predicted=10.076938, expected=12.000000 predicted=10.597805, expected=8.000000 predicted=11.516710, expected=8.000000 predicted=10.450889, expected=12.000000 predicted=12.500178, expected=16.000000 predicted=10.916072, expected=12.000000 predicted=11.779883, expected=4.000000 predicted=9.703337, expected=4.000000 predicted=8.598392, expected=16.000000 predicted=10.547336, expected=20.000000 predicted=12.825596, expected=8.000000 predicted=11.091795, expected=12.000000 predicted=10.848408, expected=4.000000 predicted=10.185471, expected=28.000000 predicted=14.413915, expected=8.000000 predicted=14.648423, expected=16.000000 predicted=11.663370, expected=8.000000 predicted=14.013624, expected=12.000000 predicted=10.758018, expected=20.000000 predicted=16.516497, expected=8.000000 predicted=11.715460, expected=4.000000 predicted=10.758214, expected=4.000000 predicted=8.986023, expected=8.000000 predicted=8.408290, expected=20.000000 predicted=11.426701, expected=8.000000 predicted=9.372143, expected=8.000000 predicted=8.359912, expected=12.000000 predicted=10.518139, expected=12.000000 predicted=10.765850, expected=20.000000 predicted=13.968829, expected=8.000000 predicted=11.778792, expected=8.000000 predicted=10.570030, expected=8.000000 predicted=11.408861, expected=12.000000 predicted=10.644072, expected=8.000000 predicted=10.898603, expected=12.000000 predicted=9.326284, expected=8.000000 predicted=9.619967, expected=16.000000 predicted=10.549642, expected=8.000000 predicted=11.155230, expected=20.000000 predicted=11.868441, expected=24.000000 predicted=16.238098, expected=12.000000 predicted=14.372423, expected=12.000000 predicted=15.335236, expected=4.000000 predicted=12.684271, expected=24.000000 predicted=15.395297, expected=40.000000 predicted=21.732288, expected=8.000000 predicted=16.695677, expected=16.000000 predicted=16.948249, expected=16.000000 predicted=18.585916, expected=4.000000 predicted=15.699007, expected=4.000000 predicted=14.431254, expected=4.000000 predicted=8.123958, expected=20.000000 predicted=10.640288, expected=4.000000 predicted=9.297564, expected=16.000000 predicted=8.482228, expected=32.000000 predicted=15.662320, expected=40.000000 predicted=20.781073, expected=12.000000 predicted=21.568744, expected=12.000000 predicted=18.401607, expected=4.000000 predicted=18.250613, expected=8.000000 predicted=15.396309, expected=24.000000 predicted=17.898147, expected=20.000000 predicted=14.265209, expected=4.000000 predicted=11.632444, expected=24.000000 predicted=14.612519, expected=8.000000 predicted=14.538312, expected=12.000000 predicted=13.925083, expected=4.000000 predicted=12.734989, expected=4.000000 predicted=7.515859, expected=24.000000 predicted=13.832518, expected=8.000000 predicted=10.394588, expected=8.000000 predicted=9.409013, expected=16.000000 predicted=11.768866, expected=8.000000 predicted=10.476180, expected=8.000000 predicted=11.702334, expected=8.000000 predicted=9.515937, expected=16.000000 predicted=10.552458, expected=12.000000 predicted=11.870087, expected=4.000000 predicted=8.865520, expected=12.000000 predicted=10.094123, expected=8.000000 predicted=9.859750, expected=64.000000 predicted=21.818804, expected=4.000000 predicted=19.884541, expected=12.000000 predicted=14.403610, expected=8.000000 predicted=20.201900, expected=4.000000 predicted=13.103564, expected=8.000000 predicted=17.161178, expected=12.000000 predicted=8.135197, expected=4.000000 predicted=7.891095, expected=8.000000 predicted=7.203518, expected=24.000000 predicted=11.010287, expected=8.000000 predicted=10.972006, expected=4.000000 predicted=9.317270, expected=4.000000 predicted=8.661888, expected=8.000000 predicted=8.414077, expected=4.000000 predicted=8.617662, expected=12.000000 predicted=6.847679, expected=12.000000 predicted=8.085657, expected=24.000000 predicted=11.308276, expected=4.000000 predicted=11.242980, expected=8.000000 predicted=9.559984, expected=16.000000 predicted=13.362991, expected=16.000000 predicted=12.955735, expected=8.000000 predicted=12.887146, expected=12.000000 predicted=10.654775, expected=8.000000 predicted=11.175730, expected=8.000000 predicted=10.674127, expected=20.000000 predicted=12.687765, expected=4.000000 predicted=10.019202, expected=4.000000 predicted=8.457771, expected=8.000000 predicted=8.977469, expected=4.000000 predicted=7.171822, expected=12.000000 predicted=8.896415, expected=12.000000 predicted=8.063243, expected=16.000000 predicted=9.560770, expected=4.000000 predicted=9.580625, expected=4.000000 predicted=7.778354, expected=4.000000 predicted=8.469342, expected=8.000000 predicted=7.488771, expected=16.000000 predicted=9.426610, expected=24.000000 predicted=11.197886, expected=8.000000 predicted=11.046647, expected=4.000000 predicted=9.800441, expected=4.000000 predicted=10.176850, expected=8.000000 predicted=9.856488, expected=52.000000 predicted=19.132376, expected=48.000000 predicted=24.556010, expected=12.000000 predicted=19.876164, expected=28.000000 predicted=24.920442, expected=44.000000 predicted=32.593992, expected=24.000000 predicted=33.594774, expected=28.000000 predicted=31.239381, expected=24.000000 predicted=26.867984, expected=8.000000 predicted=23.747758, expected=4.000000 predicted=20.839859, expected=24.000000 predicted=18.836949, expected=4.000000 predicted=14.775788, expected=20.000000 predicted=14.146208, expected=44.000000 predicted=20.499970, expected=20.000000 predicted=18.940636, expected=8.000000 predicted=19.596708, expected=4.000000 predicted=15.440596, expected=16.000000 predicted=17.117745, expected=4.000000 predicted=15.947863, expected=12.000000 predicted=10.741238, expected=8.000000 predicted=9.307674, expected=12.000000 predicted=8.689998, expected=4.000000 predicted=9.646727, expected=8.000000 predicted=7.377317, expected=8.000000 predicted=8.978602, expected=12.000000 predicted=8.572088, expected=4.000000 predicted=8.164195, expected=24.000000 predicted=10.755856, expected=12.000000 predicted=12.089228, expected=8.000000 predicted=10.342373, expected=4.000000 predicted=10.880306, expected=4.000000 predicted=7.753425, expected=8.000000 predicted=10.167614, expected=4.000000 predicted=6.577247, expected=20.000000 predicted=8.993366, expected=4.000000 predicted=7.638230, expected=16.000000 predicted=9.113087, expected=4.000000 predicted=9.880906, expected=8.000000 predicted=7.843644, expected=20.000000 predicted=13.629592, expected=20.000000 predicted=12.270643, expected=4.000000 predicted=11.876946, expected=4.000000 predicted=9.234344, expected=12.000000 predicted=11.035582, expected=8.000000 predicted=10.879364, expected=4.000000 predicted=8.705991, expected=12.000000 predicted=7.816645, expected=8.000000 predicted=7.835614, expected=4.000000 predicted=7.573506, expected=8.000000 predicted=7.637958, expected=8.000000 predicted=7.105668, expected=8.000000 predicted=8.014413, expected=4.000000 predicted=6.691389, expected=4.000000 predicted=5.575727, expected=8.000000 Test MSE: 92.915
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708])] predicted=26.720950, expected=76.000000 predicted=46.683952, expected=36.000000 predicted=52.394573, expected=60.000000 predicted=45.468255, expected=56.000000 predicted=53.349094, expected=40.000000 predicted=60.135349, expected=32.000000 predicted=49.049886, expected=12.000000 predicted=39.785660, expected=12.000000 predicted=32.893336, expected=28.000000 predicted=25.195592, expected=44.000000 predicted=25.493758, expected=40.000000 predicted=28.710652, expected=28.000000 predicted=29.305332, expected=32.000000 predicted=29.977635, expected=16.000000 predicted=31.397695, expected=48.000000 predicted=31.062928, expected=16.000000 predicted=30.933813, expected=56.000000 predicted=30.450423, expected=8.000000 predicted=31.270353, expected=52.000000 predicted=30.404579, expected=48.000000 predicted=34.578324, expected=32.000000 predicted=39.985928, expected=84.000000 predicted=39.782576, expected=40.000000 predicted=48.920663, expected=24.000000 predicted=50.953233, expected=64.000000 predicted=40.569409, expected=44.000000 predicted=49.378904, expected=36.000000 predicted=50.612399, expected=56.000000 predicted=39.945433, expected=80.000000 predicted=48.278576, expected=336.000000 predicted=92.914527, expected=40.000000 predicted=134.282876, expected=72.000000 predicted=119.250887, expected=60.000000 predicted=101.406059, expected=40.000000 predicted=140.150142, expected=48.000000 predicted=100.115781, expected=104.000000 predicted=56.136962, expected=48.000000 predicted=67.687495, expected=16.000000 predicted=55.617819, expected=12.000000 predicted=39.108163, expected=24.000000 predicted=39.667796, expected=36.000000 predicted=40.625167, expected=16.000000 predicted=27.010005, expected=12.000000 predicted=18.631057, expected=16.000000 predicted=16.909204, expected=36.000000 predicted=21.931168, expected=20.000000 predicted=23.820197, expected=68.000000 predicted=25.740976, expected=36.000000 predicted=32.831867, expected=24.000000 predicted=35.009879, expected=44.000000 predicted=33.543834, expected=20.000000 predicted=36.098658, expected=28.000000 predicted=36.452353, expected=28.000000 predicted=27.996094, expected=24.000000 predicted=28.300781, expected=56.000000 predicted=31.180238, expected=52.000000 predicted=35.297096, expected=16.000000 predicted=36.880783, expected=84.000000 predicted=37.572062, expected=44.000000 predicted=47.451749, expected=32.000000 predicted=51.046394, expected=48.000000 predicted=40.998165, expected=36.000000 predicted=43.274818, expected=32.000000 predicted=46.841348, expected=20.000000 predicted=34.210200, expected=24.000000 predicted=30.551714, expected=116.000000 predicted=40.804561, expected=60.000000 predicted=53.582550, expected=20.000000 predicted=50.339628, expected=16.000000 predicted=36.438541, expected=32.000000 predicted=42.493896, expected=28.000000 predicted=46.673548, expected=36.000000 predicted=32.140382, expected=40.000000 predicted=27.657612, expected=24.000000 predicted=29.885857, expected=20.000000 predicted=29.197186, expected=12.000000 predicted=25.290266, expected=52.000000 predicted=28.464112, expected=40.000000 predicted=32.132632, expected=60.000000 predicted=35.238545, expected=36.000000 predicted=36.186190, expected=36.000000 predicted=39.043253, expected=40.000000 predicted=41.813122, expected=48.000000 predicted=43.080896, expected=20.000000 predicted=41.214155, expected=8.000000 predicted=30.668095, expected=36.000000 predicted=27.802903, expected=72.000000 predicted=36.356119, expected=72.000000 predicted=45.065936, expected=48.000000 predicted=43.929378, expected=52.000000 predicted=45.622174, expected=4.000000 predicted=47.003214, expected=4.000000 predicted=40.685714, expected=12.000000 predicted=28.887146, expected=12.000000 predicted=22.814287, expected=20.000000 predicted=17.532510, expected=8.000000 predicted=9.825174, expected=16.000000 predicted=10.998827, expected=8.000000 predicted=11.700907, expected=4.000000 predicted=11.036229, expected=8.000000 predicted=9.189942, expected=4.000000 predicted=7.460238, expected=16.000000 predicted=8.608585, expected=32.000000 predicted=11.313217, expected=28.000000 predicted=16.383648, expected=48.000000 predicted=22.341124, expected=32.000000 predicted=26.879827, expected=28.000000 predicted=30.618165, expected=56.000000 predicted=34.724221, expected=24.000000 predicted=37.529340, expected=44.000000 predicted=38.122658, expected=40.000000 predicted=35.407048, expected=52.000000 predicted=41.448382, expected=52.000000 predicted=44.484900, expected=48.000000 predicted=43.750061, expected=36.000000 predicted=44.748325, expected=68.000000 predicted=47.294637, expected=8.000000 predicted=45.908587, expected=36.000000 predicted=39.402749, expected=88.000000 predicted=42.618848, expected=84.000000 predicted=58.205772, expected=28.000000 predicted=55.764802, expected=28.000000 predicted=41.056816, expected=20.000000 predicted=43.598202, expected=20.000000 predicted=45.180935, expected=28.000000 predicted=34.214024, expected=44.000000 predicted=27.820380, expected=24.000000 predicted=28.486208, expected=40.000000 predicted=28.414536, expected=24.000000 predicted=28.917020, expected=32.000000 predicted=31.714373, expected=4.000000 predicted=27.326740, expected=28.000000 predicted=23.557683, expected=44.000000 predicted=27.539294, expected=24.000000 predicted=28.417996, expected=32.000000 predicted=26.589369, expected=36.000000 predicted=26.005484, expected=12.000000 predicted=30.013034, expected=12.000000 predicted=25.351598, expected=24.000000 predicted=20.982400, expected=24.000000 predicted=23.790645, expected=20.000000 predicted=21.937005, expected=32.000000 predicted=19.535444, expected=32.000000 predicted=23.652817, expected=72.000000 predicted=33.873793, expected=52.000000 predicted=40.511397, expected=56.000000 predicted=44.953609, expected=60.000000 predicted=48.655773, expected=44.000000 predicted=52.780744, expected=32.000000 predicted=51.973196, expected=52.000000 predicted=46.876853, expected=20.000000 predicted=44.362120, expected=32.000000 predicted=39.314649, expected=36.000000 predicted=33.868523, expected=60.000000 predicted=39.194168, expected=44.000000 predicted=42.392317, expected=32.000000 predicted=37.542369, expected=32.000000 predicted=36.771630, expected=48.000000 predicted=40.513801, expected=20.000000 predicted=40.417795, expected=28.000000 predicted=33.095427, expected=40.000000 predicted=31.134509, expected=352.000000 predicted=87.414851, expected=124.000000 predicted=122.026581, expected=128.000000 predicted=118.147764, expected=24.000000 predicted=100.184835, expected=68.000000 predicted=117.664124, expected=128.000000 predicted=150.235726, expected=108.000000 predicted=107.267903, expected=52.000000 predicted=81.191440, expected=52.000000 predicted=64.416839, expected=44.000000 predicted=74.767998, expected=44.000000 predicted=72.530170, expected=76.000000 predicted=63.464542, expected=48.000000 predicted=54.754119, expected=28.000000 predicted=45.811987, expected=36.000000 predicted=42.344509, expected=40.000000 predicted=46.410480, expected=24.000000 predicted=42.432745, expected=28.000000 predicted=32.066279, expected=124.000000 predicted=49.152684, expected=120.000000 predicted=71.481545, expected=32.000000 predicted=58.869574, expected=52.000000 predicted=52.928975, expected=68.000000 predicted=71.234610, expected=48.000000 predicted=77.568280, expected=44.000000 predicted=58.583369, expected=36.000000 predicted=44.853693, expected=64.000000 predicted=52.539576, expected=44.000000 predicted=51.812821, expected=48.000000 predicted=46.240094, expected=56.000000 predicted=47.934415, expected=68.000000 predicted=54.148299, expected=32.000000 predicted=51.320116, expected=36.000000 predicted=44.186011, expected=40.000000 predicted=45.791940, expected=60.000000 predicted=50.374456, expected=28.000000 predicted=43.973141, expected=28.000000 predicted=34.596860, expected=16.000000 predicted=32.694811, expected=12.000000 predicted=29.691826, expected=20.000000 predicted=26.476466, expected=40.000000 predicted=25.246965, expected=40.000000 predicted=27.565584, expected=44.000000 predicted=28.749391, expected=96.000000 predicted=44.153741, expected=72.000000 predicted=55.771571, expected=44.000000 predicted=53.682362, expected=80.000000 predicted=60.165965, expected=56.000000 predicted=66.962001, expected=52.000000 predicted=65.441823, expected=28.000000 predicted=52.163409, expected=32.000000 predicted=46.566247, expected=56.000000 predicted=50.911474, expected=32.000000 predicted=43.733617, expected=476.000000 predicted=128.148080, expected=32.000000 predicted=145.801116, expected=32.000000 predicted=94.292883, expected=20.000000 predicted=96.735665, expected=24.000000 predicted=135.428294, expected=52.000000 predicted=136.292795, expected=40.000000 predicted=35.192190, expected=36.000000 predicted=32.901415, expected=28.000000 predicted=31.168109, expected=20.000000 predicted=32.436666, expected=28.000000 predicted=33.332772, expected=24.000000 predicted=29.613819, expected=56.000000 predicted=32.639869, expected=60.000000 predicted=37.784826, expected=56.000000 predicted=41.102371, expected=20.000000 predicted=37.791807, expected=36.000000 predicted=39.061965, expected=28.000000 Test MSE: 2448.022
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514])] predicted=200.066248, expected=244.000000 predicted=230.188937, expected=236.000000 predicted=252.202975, expected=228.000000 predicted=226.537191, expected=64.000000 predicted=199.748563, expected=344.000000 predicted=237.090913, expected=200.000000 predicted=223.578316, expected=296.000000 predicted=238.417700, expected=148.000000 predicted=198.935138, expected=212.000000 predicted=200.033479, expected=196.000000 predicted=236.726813, expected=316.000000 predicted=236.557953, expected=12.000000 predicted=192.811258, expected=360.000000 predicted=206.418708, expected=552.000000 predicted=285.220978, expected=232.000000 predicted=282.985148, expected=368.000000 predicted=293.310161, expected=84.000000 predicted=223.984871, expected=384.000000 predicted=345.785309, expected=256.000000 predicted=329.484874, expected=356.000000 predicted=290.438314, expected=420.000000 predicted=311.347894, expected=68.000000 predicted=239.845730, expected=160.000000 predicted=267.115129, expected=360.000000 predicted=271.491798, expected=268.000000 predicted=297.909755, expected=148.000000 predicted=243.282973, expected=80.000000 predicted=152.846463, expected=808.000000 predicted=323.588321, expected=24.000000 predicted=289.013825, expected=508.000000 predicted=303.423556, expected=52.000000 predicted=229.194022, expected=492.000000 predicted=330.551235, expected=64.000000 predicted=354.341775, expected=176.000000 predicted=205.173155, expected=368.000000 predicted=286.063095, expected=428.000000 predicted=270.335001, expected=264.000000 predicted=310.742528, expected=484.000000 predicted=273.848021, expected=108.000000 predicted=288.578145, expected=556.000000 predicted=370.498526, expected=424.000000 predicted=387.080204, expected=180.000000 predicted=334.448796, expected=224.000000 predicted=317.841037, expected=120.000000 predicted=254.895761, expected=192.000000 predicted=308.480660, expected=164.000000 predicted=232.122699, expected=260.000000 predicted=193.975110, expected=252.000000 predicted=204.895159, expected=320.000000 predicted=213.867256, expected=152.000000 predicted=215.748203, expected=24.000000 predicted=181.402171, expected=248.000000 predicted=208.727114, expected=408.000000 predicted=252.973309, expected=168.000000 predicted=233.923538, expected=292.000000 predicted=198.691880, expected=328.000000 predicted=225.731129, expected=268.000000 predicted=290.147047, expected=388.000000 predicted=314.181459, expected=284.000000 predicted=278.869779, expected=440.000000 predicted=333.415445, expected=276.000000 predicted=327.739548, expected=152.000000 predicted=292.433635, expected=140.000000 predicted=274.780617, expected=16.000000 predicted=219.709002, expected=252.000000 predicted=233.639845, expected=348.000000 predicted=215.466399, expected=88.000000 predicted=167.738955, expected=64.000000 predicted=131.497403, expected=4.000000 predicted=109.129860, expected=-4.000000 predicted=137.583558, expected=172.000000 predicted=134.092471, expected=20.000000 predicted=63.456316, expected=124.000000 predicted=61.310886, expected=944.000000 predicted=219.818782, expected=196.000000 predicted=243.457303, expected=132.000000 predicted=233.838313, expected=264.000000 predicted=224.302880, expected=480.000000 predicted=369.523069, expected=396.000000 predicted=451.653283, expected=436.000000 predicted=306.187126, expected=344.000000 predicted=318.657507, expected=360.000000 predicted=370.925782, expected=44.000000 predicted=340.459720, expected=284.000000 predicted=313.323265, expected=332.000000 predicted=316.316112, expected=244.000000 predicted=283.579512, expected=280.000000 predicted=257.073705, expected=280.000000 predicted=227.805956, expected=372.000000 predicted=303.180262, expected=72.000000 predicted=260.635305, expected=208.000000 predicted=235.313470, expected=40.000000 predicted=206.015753, expected=92.000000 predicted=187.007212, expected=256.000000 predicted=188.838504, expected=160.000000 predicted=141.174807, expected=124.000000 predicted=146.337633, expected=68.000000 predicted=107.282698, expected=400.000000 predicted=186.793781, expected=208.000000 predicted=213.638790, expected=160.000000 predicted=180.798739, expected=180.000000 predicted=172.589339, expected=232.000000 predicted=203.698275, expected=312.000000 predicted=265.042408, expected=200.000000 predicted=214.165158, expected=192.000000 predicted=203.382579, expected=172.000000 predicted=206.995883, expected=348.000000 predicted=249.084804, expected=276.000000 predicted=258.684503, expected=180.000000 predicted=222.240963, expected=392.000000 predicted=252.997836, expected=136.000000 predicted=245.366370, expected=192.000000 predicted=256.531413, expected=108.000000 predicted=208.197181, expected=132.000000 predicted=192.531522, expected=124.000000 predicted=192.225299, expected=220.000000 predicted=155.299033, expected=68.000000 predicted=141.534007, expected=436.000000 predicted=183.007749, expected=212.000000 predicted=197.477312, expected=64.000000 predicted=177.074840, expected=736.000000 predicted=286.346956, expected=600.000000 predicted=358.855657, expected=64.000000 predicted=349.991175, expected=356.000000 predicted=304.649223, expected=244.000000 predicted=323.584921, expected=192.000000 predicted=402.146628, expected=80.000000 predicted=265.702390, expected=468.000000 predicted=231.092891, expected=196.000000 predicted=266.423057, expected=352.000000 predicted=258.898189, expected=44.000000 predicted=204.209874, expected=252.000000 predicted=222.174582, expected=180.000000 predicted=261.402913, expected=20.000000 predicted=174.980327, expected=272.000000 predicted=195.105512, expected=200.000000 predicted=157.377720, expected=592.000000 predicted=269.964573, expected=304.000000 predicted=256.636965, expected=92.000000 predicted=221.255883, expected=348.000000 predicted=287.346150, expected=228.000000 predicted=293.925554, expected=212.000000 predicted=318.845217, expected=504.000000 predicted=284.788565, expected=540.000000 predicted=318.970745, expected=380.000000 predicted=369.999339, expected=92.000000 predicted=298.690223, expected=372.000000 predicted=335.492075, expected=204.000000 predicted=360.786862, expected=136.000000 predicted=305.232339, expected=320.000000 predicted=255.214668, expected=612.000000 predicted=293.683745, expected=200.000000 predicted=313.260801, expected=64.000000 predicted=235.590033, expected=212.000000 predicted=236.823969, expected=508.000000 predicted=337.748379, expected=184.000000 predicted=320.524367, expected=296.000000 predicted=237.391658, expected=568.000000 predicted=293.313039, expected=248.000000 predicted=329.830432, expected=28.000000 predicted=305.754782, expected=244.000000 predicted=248.302151, expected=200.000000 predicted=268.655849, expected=72.000000 predicted=249.291970, expected=372.000000 predicted=202.318941, expected=396.000000 predicted=212.529865, expected=176.000000 predicted=242.748981, expected=132.000000 predicted=212.888955, expected=112.000000 predicted=191.961406, expected=256.000000 predicted=254.562618, expected=444.000000 predicted=274.665669, expected=372.000000 predicted=249.553235, expected=264.000000 predicted=249.867599, expected=356.000000 predicted=284.205079, expected=108.000000 predicted=287.459208, expected=336.000000 predicted=326.147646, expected=176.000000 predicted=271.263372, expected=380.000000 predicted=278.001395, expected=352.000000 predicted=290.787331, expected=600.000000 predicted=323.281954, expected=260.000000 predicted=343.645184, expected=72.000000 predicted=282.416333, expected=180.000000 predicted=301.567209, expected=116.000000 predicted=268.015907, expected=388.000000 predicted=306.814492, expected=400.000000 predicted=246.086744, expected=380.000000 predicted=247.860172, expected=192.000000 predicted=257.880995, expected=160.000000 predicted=250.622884, expected=168.000000 predicted=284.107491, expected=196.000000 predicted=262.596590, expected=88.000000 predicted=207.530937, expected=324.000000 predicted=194.357971, expected=336.000000 predicted=214.725003, expected=64.000000 predicted=188.026317, expected=220.000000 predicted=198.506038, expected=192.000000 predicted=192.277152, expected=96.000000 predicted=214.104364, expected=92.000000 predicted=173.822284, expected=344.000000 predicted=167.593191, expected=232.000000 predicted=202.622166, expected=260.000000 predicted=204.568315, expected=112.000000 predicted=171.854358, expected=240.000000 predicted=203.963469, expected=76.000000 predicted=214.781534, expected=72.000000 predicted=166.792360, expected=296.000000 predicted=187.130002, expected=244.000000 predicted=174.867671, expected=196.000000 predicted=192.516319, expected=116.000000 predicted=151.003296, expected=124.000000 predicted=161.834273, expected=204.000000 predicted=206.027405, expected=128.000000 predicted=174.223882, expected=352.000000 predicted=195.742845, expected=372.000000 predicted=215.278903, expected=148.000000 predicted=209.738098, expected=48.000000 predicted=193.669349, expected=172.000000 predicted=192.542965, expected=64.000000 predicted=203.222189, expected=104.000000 predicted=169.416693, expected=120.000000 predicted=110.660113, expected=416.000000 predicted=160.556891, expected=52.000000 predicted=151.152343, expected=152.000000 predicted=140.867707, expected=88.000000 predicted=141.345614, expected=136.000000 predicted=159.529081, expected=28.000000 predicted=161.951104, expected=56.000000 predicted=79.746795, expected=368.000000 predicted=150.906730, expected=176.000000 predicted=141.787475, expected=84.000000 predicted=136.187475, expected=128.000000 predicted=122.896775, expected=292.000000 predicted=180.321049, expected=164.000000 predicted=216.523430, expected=364.000000 predicted=206.946466, expected=148.000000 predicted=181.710033, expected=84.000000 predicted=184.151902, expected=16.000000 predicted=175.023079, expected=156.000000 predicted=157.538562, expected=132.000000 predicted=169.699007, expected=120.000000 predicted=113.734574, expected=348.000000 predicted=146.560045, expected=136.000000 predicted=138.832217, expected=64.000000 predicted=152.279647, expected=112.000000 predicted=143.004718, expected=136.000000 predicted=150.564896, expected=228.000000 predicted=191.201240, expected=92.000000 predicted=125.821153, expected=196.000000 predicted=132.797697, expected=192.000000 predicted=155.192690, expected=36.000000 predicted=140.503655, expected=132.000000 predicted=149.725404, expected=196.000000 predicted=138.694271, expected=40.000000 predicted=134.490427, expected=300.000000 predicted=159.262676, expected=92.000000 predicted=120.770232, expected=96.000000 predicted=139.919727, expected=180.000000 predicted=151.610316, expected=92.000000 predicted=124.773322, expected=144.000000 predicted=163.196146, expected=316.000000 predicted=154.903620, expected=216.000000 predicted=170.863814, expected=176.000000 predicted=184.794533, expected=212.000000 predicted=180.717735, expected=120.000000 predicted=188.624325, expected=28.000000 predicted=181.837525, expected=108.000000 predicted=145.835566, expected=348.000000 predicted=177.574198, expected=196.000000 predicted=176.661540, expected=56.000000 predicted=133.709202, expected=120.000000 predicted=125.285494, expected=92.000000 predicted=146.541460, expected=296.000000 predicted=207.981048, expected=32.000000 predicted=131.571379, expected=168.000000 predicted=121.701139, expected=224.000000 predicted=152.329914, expected=136.000000 predicted=154.153077, expected=92.000000 predicted=164.354018, expected=192.000000 predicted=131.429050, expected=168.000000 predicted=164.831959, expected=160.000000 predicted=167.735667, expected=212.000000 predicted=158.581089, expected=72.000000 predicted=139.380275, expected=48.000000 predicted=140.179535, expected=240.000000 predicted=154.847378, expected=52.000000 predicted=130.838859, expected=116.000000 predicted=130.535951, expected=8.000000 predicted=79.385268, expected=224.000000 predicted=115.779302, expected=432.000000 predicted=197.833819, expected=92.000000 predicted=143.054772, expected=76.000000 predicted=144.903408, expected=176.000000 predicted=149.536669, expected=24.000000 predicted=171.983732, expected=236.000000 predicted=199.648376, expected=156.000000 predicted=123.125026, expected=96.000000 predicted=122.536195, expected=96.000000 predicted=128.573350, expected=236.000000 predicted=135.436642, expected=96.000000 predicted=157.863872, expected=36.000000 predicted=117.163154, expected=148.000000 predicted=114.326069, expected=124.000000 predicted=121.670025, expected=240.000000 predicted=160.378976, expected=124.000000 predicted=122.599852, expected=192.000000 predicted=136.166795, expected=184.000000 predicted=165.211540, expected=132.000000 predicted=161.409065, expected=172.000000 predicted=178.141761, expected=196.000000 predicted=163.825737, expected=156.000000 predicted=173.215363, expected=92.000000 predicted=153.103947, expected=36.000000 predicted=124.147991, expected=52.000000 predicted=118.213920, expected=168.000000 predicted=126.927760, expected=100.000000 predicted=106.020381, expected=80.000000 predicted=86.768485, expected=280.000000 predicted=117.888390, expected=192.000000 predicted=140.122762, expected=72.000000 predicted=145.921020, expected=124.000000 predicted=132.461413, expected=28.000000 predicted=119.497907, expected=140.000000 predicted=153.232586, expected=292.000000 predicted=153.064343, expected=48.000000 predicted=110.456820, expected=228.000000 predicted=143.477143, expected=176.000000 predicted=138.698309, expected=156.000000 predicted=172.684466, expected=60.000000 predicted=163.159050, expected=216.000000 predicted=141.642506, expected=388.000000 predicted=216.355696, expected=252.000000 predicted=209.014194, expected=84.000000 predicted=180.202162, expected=68.000000 predicted=157.366633, expected=192.000000 predicted=202.693173, expected=72.000000 predicted=191.722617, expected=128.000000 predicted=142.755333, expected=312.000000 predicted=144.168679, expected=108.000000 predicted=138.557088, expected=388.000000 predicted=208.269984, expected=84.000000 predicted=163.532262, expected=64.000000 predicted=171.867807, expected=20.000000 predicted=163.027473, expected=144.000000 predicted=136.512527, expected=236.000000 predicted=181.736293, expected=148.000000 predicted=115.073655, expected=180.000000 predicted=125.575875, expected=60.000000 predicted=114.860911, expected=200.000000 predicted=162.397412, expected=84.000000 predicted=154.396623, expected=52.000000 predicted=120.332814, expected=288.000000 predicted=151.988263, expected=264.000000 predicted=156.661297, expected=36.000000 predicted=151.676838, expected=188.000000 predicted=142.879267, expected=204.000000 predicted=162.467525, expected=84.000000 predicted=185.537845, expected=96.000000 predicted=150.334513, expected=240.000000 predicted=135.970757, expected=160.000000 predicted=165.590169, expected=132.000000 predicted=155.508195, expected=108.000000 predicted=127.214220, expected=156.000000 predicted=144.668439, expected=132.000000 predicted=161.009869, expected=40.000000 predicted=119.959455, expected=132.000000 predicted=117.311485, expected=1348.000000 predicted=358.354743, expected=600.000000 predicted=390.426134, expected=220.000000 predicted=371.457105, expected=260.000000 predicted=371.311867, expected=280.000000 predicted=444.736747, expected=380.000000 predicted=593.838048, expected=248.000000 predicted=347.298698, expected=724.000000 predicted=365.317343, expected=308.000000 predicted=349.986246, expected=436.000000 predicted=390.175501, expected=356.000000 predicted=396.775219, expected=168.000000 predicted=354.722939, expected=52.000000 predicted=354.702711, expected=228.000000 predicted=261.484169, expected=132.000000 predicted=242.239215, expected=108.000000 predicted=186.618562, expected=188.000000 predicted=148.188538, expected=164.000000 predicted=138.616072, expected=268.000000 predicted=191.510177, expected=188.000000 predicted=170.123303, expected=156.000000 predicted=170.599777, expected=160.000000 predicted=183.610795, expected=12.000000 predicted=148.336817, expected=216.000000 predicted=179.175633, expected=344.000000 predicted=190.960473, expected=72.000000 predicted=154.441161, expected=112.000000 predicted=147.817525, expected=416.000000 predicted=192.144262, expected=208.000000 predicted=227.227183, expected=96.000000 predicted=212.351863, expected=124.000000 predicted=155.473984, expected=132.000000 predicted=173.236120, expected=112.000000 predicted=198.064680, expected=204.000000 predicted=154.844860, expected=200.000000 predicted=143.154984, expected=204.000000 predicted=161.833464, expected=44.000000 predicted=138.509008, expected=148.000000 predicted=148.095425, expected=400.000000 predicted=213.736951, expected=64.000000 predicted=170.813871, expected=16.000000 predicted=141.899950, expected=268.000000 predicted=151.461563, expected=84.000000 predicted=157.749011, expected=84.000000 predicted=171.219591, expected=240.000000 predicted=125.034786, expected=72.000000 predicted=113.493304, expected=188.000000 predicted=168.918632, expected=172.000000 predicted=134.009803, expected=484.000000 predicted=216.526034, expected=212.000000 predicted=224.721421, expected=140.000000 predicted=195.243465, expected=148.000000 predicted=212.242414, expected=412.000000 predicted=266.158653, expected=132.000000 predicted=265.398328, expected=116.000000 predicted=190.844589, expected=356.000000 predicted=217.598913, expected=420.000000 Test MSE: 24468.332
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128])] predicted=31.681514, expected=32.000000 predicted=37.124352, expected=40.000000 predicted=36.192006, expected=40.000000 predicted=33.696289, expected=20.000000 predicted=33.448402, expected=56.000000 predicted=36.139527, expected=12.000000 predicted=28.330195, expected=36.000000 predicted=37.465650, expected=28.000000 predicted=31.099132, expected=8.000000 predicted=23.929001, expected=44.000000 predicted=36.631066, expected=68.000000 predicted=31.460869, expected=52.000000 predicted=38.435446, expected=32.000000 predicted=36.815223, expected=20.000000 predicted=32.275917, expected=32.000000 predicted=41.522490, expected=24.000000 predicted=39.833187, expected=52.000000 predicted=39.907205, expected=8.000000 predicted=24.222958, expected=40.000000 predicted=31.593782, expected=44.000000 predicted=32.311681, expected=80.000000 predicted=42.842869, expected=36.000000 predicted=41.089845, expected=4.000000 predicted=30.106602, expected=32.000000 predicted=40.760944, expected=28.000000 predicted=35.867952, expected=44.000000 predicted=44.014340, expected=24.000000 predicted=27.188523, expected=48.000000 predicted=29.375658, expected=16.000000 predicted=28.558824, expected=32.000000 predicted=33.106308, expected=40.000000 predicted=35.046597, expected=12.000000 predicted=25.436865, expected=16.000000 predicted=30.239156, expected=48.000000 predicted=27.878169, expected=24.000000 predicted=26.435908, expected=24.000000 predicted=29.633327, expected=52.000000 predicted=29.319790, expected=32.000000 predicted=28.385071, expected=24.000000 predicted=35.608619, expected=68.000000 predicted=39.297637, expected=48.000000 predicted=36.796195, expected=28.000000 predicted=42.567978, expected=48.000000 predicted=41.882567, expected=16.000000 predicted=32.839796, expected=28.000000 predicted=43.921609, expected=20.000000 predicted=31.552555, expected=28.000000 predicted=28.340601, expected=60.000000 predicted=37.677894, expected=24.000000 predicted=24.563970, expected=40.000000 predicted=35.124747, expected=4.000000 predicted=24.073847, expected=44.000000 predicted=35.912407, expected=16.000000 predicted=31.167516, expected=56.000000 predicted=33.761030, expected=52.000000 predicted=35.215130, expected=16.000000 predicted=25.682438, expected=12.000000 predicted=33.798819, expected=84.000000 predicted=41.329207, expected=56.000000 predicted=43.916128, expected=28.000000 predicted=42.219218, expected=28.000000 predicted=34.967368, expected=52.000000 predicted=40.241676, expected=28.000000 predicted=47.719991, expected=32.000000 predicted=40.454761, expected=68.000000 predicted=40.651245, expected=36.000000 predicted=35.814046, expected=56.000000 predicted=48.959450, expected=56.000000 predicted=43.346839, expected=72.000000 predicted=52.128353, expected=60.000000 predicted=58.404190, expected=28.000000 predicted=47.147250, expected=56.000000 predicted=57.103970, expected=64.000000 predicted=55.318129, expected=40.000000 predicted=53.553227, expected=76.000000 predicted=58.506302, expected=48.000000 predicted=45.986092, expected=40.000000 predicted=54.208216, expected=16.000000 predicted=46.832173, expected=64.000000 predicted=49.718964, expected=8.000000 predicted=40.163472, expected=16.000000 predicted=35.434727, expected=52.000000 predicted=35.536610, expected=32.000000 predicted=26.662828, expected=16.000000 predicted=34.990330, expected=40.000000 predicted=27.027279, expected=44.000000 predicted=30.422710, expected=24.000000 predicted=35.224638, expected=84.000000 predicted=44.697323, expected=36.000000 predicted=32.793335, expected=68.000000 predicted=52.412357, expected=12.000000 predicted=39.660379, expected=12.000000 predicted=37.370601, expected=44.000000 predicted=48.861780, expected=48.000000 predicted=35.580772, expected=60.000000 predicted=45.760865, expected=52.000000 predicted=34.840028, expected=40.000000 predicted=38.357332, expected=32.000000 predicted=44.893770, expected=16.000000 predicted=40.006187, expected=12.000000 predicted=37.108848, expected=24.000000 predicted=32.045845, expected=32.000000 predicted=27.676980, expected=44.000000 predicted=28.505626, expected=76.000000 predicted=35.168345, expected=32.000000 predicted=30.507642, expected=16.000000 predicted=35.337605, expected=72.000000 predicted=47.470906, expected=72.000000 predicted=49.592305, expected=132.000000 predicted=74.898630, expected=240.000000 predicted=102.020565, expected=40.000000 predicted=70.149345, expected=40.000000 predicted=99.612365, expected=116.000000 predicted=102.719477, expected=72.000000 predicted=102.969238, expected=36.000000 predicted=110.390084, expected=56.000000 predicted=59.134825, expected=52.000000 predicted=55.899927, expected=104.000000 predicted=82.947679, expected=28.000000 predicted=52.461202, expected=8.000000 predicted=45.963363, expected=60.000000 predicted=54.406168, expected=16.000000 predicted=38.255569, expected=36.000000 predicted=52.236148, expected=64.000000 predicted=36.275027, expected=36.000000 predicted=30.838120, expected=24.000000 predicted=41.906277, expected=48.000000 predicted=36.484546, expected=88.000000 predicted=50.748985, expected=60.000000 predicted=52.613720, expected=32.000000 predicted=46.265545, expected=44.000000 predicted=47.275680, expected=28.000000 predicted=45.950062, expected=96.000000 predicted=67.830833, expected=76.000000 predicted=53.963201, expected=60.000000 predicted=54.682118, expected=24.000000 predicted=50.180999, expected=52.000000 predicted=54.553964, expected=56.000000 predicted=62.788524, expected=84.000000 predicted=63.830513, expected=64.000000 predicted=55.712930, expected=16.000000 predicted=42.897562, expected=64.000000 predicted=59.942425, expected=36.000000 predicted=48.294959, expected=24.000000 predicted=51.665439, expected=56.000000 predicted=48.176495, expected=64.000000 predicted=40.064242, expected=48.000000 predicted=49.765936, expected=16.000000 predicted=37.714947, expected=36.000000 predicted=40.229095, expected=48.000000 predicted=45.229230, expected=40.000000 predicted=43.601145, expected=24.000000 predicted=35.737053, expected=80.000000 predicted=43.464039, expected=36.000000 predicted=37.722358, expected=36.000000 predicted=46.445807, expected=60.000000 predicted=46.792785, expected=52.000000 predicted=43.647000, expected=60.000000 predicted=58.459939, expected=76.000000 predicted=53.132895, expected=56.000000 predicted=52.596009, expected=88.000000 predicted=68.811463, expected=8.000000 predicted=47.662713, expected=44.000000 predicted=60.313169, expected=36.000000 predicted=50.140177, expected=64.000000 predicted=52.611135, expected=40.000000 predicted=48.965487, expected=24.000000 predicted=32.416635, expected=24.000000 predicted=38.565985, expected=16.000000 predicted=32.089458, expected=20.000000 predicted=34.556788, expected=72.000000 predicted=38.035055, expected=40.000000 predicted=28.510862, expected=28.000000 predicted=33.254479, expected=4.000000 predicted=25.557790, expected=20.000000 predicted=29.809627, expected=56.000000 predicted=42.604094, expected=16.000000 predicted=24.753145, expected=28.000000 predicted=28.304171, expected=4.000000 predicted=15.981931, expected=20.000000 predicted=24.769057, expected=12.000000 predicted=24.361531, expected=12.000000 predicted=15.393778, expected=28.000000 predicted=19.681193, expected=4.000000 predicted=9.670666, expected=28.000000 predicted=20.320612, expected=44.000000 predicted=21.001109, expected=32.000000 predicted=22.578419, expected=8.000000 predicted=22.880818, expected=56.000000 predicted=30.387757, expected=44.000000 predicted=32.048501, expected=28.000000 predicted=36.013123, expected=20.000000 predicted=30.809094, expected=48.000000 predicted=33.056515, expected=24.000000 predicted=35.513507, expected=48.000000 predicted=39.348213, expected=8.000000 predicted=24.735227, expected=8.000000 predicted=25.734042, expected=12.000000 predicted=26.101450, expected=44.000000 predicted=26.139704, expected=36.000000 predicted=27.426976, expected=40.000000 predicted=24.423797, expected=20.000000 predicted=22.858787, expected=56.000000 predicted=35.625313, expected=20.000000 predicted=32.530628, expected=32.000000 predicted=36.176705, expected=56.000000 predicted=39.024411, expected=108.000000 predicted=50.368249, expected=28.000000 predicted=43.995898, expected=16.000000 predicted=42.064279, expected=20.000000 predicted=40.580600, expected=24.000000 predicted=41.714048, expected=32.000000 predicted=45.992215, expected=8.000000 predicted=19.672580, expected=60.000000 predicted=30.812348, expected=4.000000 predicted=17.916327, expected=48.000000 predicted=34.093945, expected=20.000000 predicted=25.330404, expected=44.000000 predicted=30.676777, expected=52.000000 predicted=40.792354, expected=40.000000 predicted=30.538916, expected=56.000000 predicted=45.928051, expected=44.000000 predicted=38.881257, expected=8.000000 predicted=37.780094, expected=36.000000 predicted=42.929661, expected=56.000000 predicted=40.228141, expected=44.000000 predicted=41.261109, expected=84.000000 predicted=50.136281, expected=40.000000 predicted=36.638529, expected=8.000000 predicted=41.762811, expected=48.000000 predicted=50.398803, expected=36.000000 predicted=40.202795, expected=32.000000 predicted=46.152517, expected=40.000000 predicted=35.501786, expected=32.000000 predicted=28.815408, expected=64.000000 predicted=45.706207, expected=64.000000 predicted=43.548019, expected=72.000000 predicted=50.498635, expected=12.000000 predicted=41.363471, expected=16.000000 predicted=42.565217, expected=44.000000 predicted=47.802948, expected=40.000000 predicted=42.308193, expected=32.000000 predicted=39.866407, expected=40.000000 predicted=29.676340, expected=40.000000 predicted=32.837639, expected=24.000000 predicted=35.872600, expected=84.000000 predicted=48.690200, expected=40.000000 predicted=37.360447, expected=56.000000 predicted=49.784451, expected=36.000000 predicted=43.500286, expected=64.000000 predicted=50.108790, expected=72.000000 predicted=61.558346, expected=48.000000 predicted=49.680193, expected=36.000000 predicted=51.912262, expected=52.000000 predicted=50.455030, expected=4.000000 predicted=42.380679, expected=12.000000 predicted=41.678276, expected=52.000000 predicted=37.608879, expected=48.000000 predicted=33.168077, expected=44.000000 predicted=38.153630, expected=64.000000 predicted=36.273102, expected=92.000000 predicted=50.499370, expected=24.000000 predicted=47.959095, expected=4.000000 predicted=45.335655, expected=48.000000 predicted=47.854372, expected=12.000000 predicted=37.231150, expected=32.000000 predicted=44.189611, expected=72.000000 predicted=34.529704, expected=92.000000 predicted=41.483562, expected=28.000000 predicted=43.217977, expected=8.000000 predicted=36.790410, expected=44.000000 predicted=45.764970, expected=12.000000 predicted=40.125652, expected=40.000000 predicted=46.732852, expected=36.000000 predicted=27.116655, expected=36.000000 predicted=27.312842, expected=12.000000 predicted=29.389290, expected=24.000000 predicted=25.848711, expected=12.000000 predicted=25.690715, expected=8.000000 predicted=22.068575, expected=36.000000 predicted=25.307489, expected=32.000000 predicted=18.890451, expected=36.000000 predicted=25.954163, expected=44.000000 predicted=27.547237, expected=60.000000 predicted=34.741454, expected=20.000000 predicted=34.130354, expected=8.000000 predicted=32.312529, expected=32.000000 predicted=34.412032, expected=12.000000 predicted=27.212021, expected=16.000000 predicted=29.225384, expected=12.000000 predicted=16.132889, expected=28.000000 predicted=18.006335, expected=32.000000 predicted=23.370660, expected=24.000000 predicted=19.417882, expected=44.000000 predicted=27.430048, expected=56.000000 predicted=31.606178, expected=48.000000 predicted=37.487066, expected=20.000000 predicted=34.716002, expected=16.000000 predicted=32.576452, expected=60.000000 predicted=43.939647, expected=52.000000 predicted=41.980722, expected=24.000000 predicted=36.589296, expected=52.000000 predicted=38.937260, expected=28.000000 predicted=32.386490, expected=8.000000 predicted=37.728992, expected=4.000000 predicted=29.264499, expected=4.000000 predicted=18.446244, expected=32.000000 predicted=26.504725, expected=16.000000 predicted=14.912781, expected=20.000000 predicted=14.786322, expected=20.000000 predicted=14.635867, expected=4.000000 predicted=12.588039, expected=40.000000 predicted=26.584038, expected=32.000000 predicted=19.991567, expected=52.000000 predicted=30.395488, expected=24.000000 predicted=25.503317, expected=28.000000 predicted=28.032682, expected=24.000000 predicted=32.660888, expected=28.000000 predicted=31.016220, expected=20.000000 predicted=30.560943, expected=12.000000 predicted=21.725012, expected=28.000000 predicted=24.940310, expected=12.000000 predicted=18.676703, expected=56.000000 predicted=31.063998, expected=36.000000 predicted=24.545985, expected=12.000000 predicted=23.305546, expected=28.000000 predicted=30.067312, expected=20.000000 predicted=23.243234, expected=52.000000 predicted=39.466457, expected=28.000000 predicted=27.721277, expected=8.000000 predicted=22.147873, expected=24.000000 predicted=27.773377, expected=40.000000 predicted=27.947867, expected=28.000000 predicted=31.144204, expected=56.000000 predicted=34.245155, expected=36.000000 predicted=27.513533, expected=32.000000 predicted=35.021657, expected=40.000000 predicted=39.235443, expected=12.000000 predicted=29.676773, expected=28.000000 predicted=37.663378, expected=16.000000 predicted=25.792709, expected=40.000000 predicted=30.654393, expected=40.000000 predicted=30.353618, expected=24.000000 predicted=24.202762, expected=12.000000 predicted=25.766243, expected=20.000000 predicted=24.169049, expected=40.000000 predicted=31.462583, expected=40.000000 predicted=30.536464, expected=44.000000 predicted=30.818910, expected=132.000000 predicted=54.516880, expected=408.000000 predicted=152.214963, expected=72.000000 predicted=86.037891, expected=44.000000 predicted=125.523587, expected=20.000000 predicted=101.844861, expected=84.000000 predicted=127.353467, expected=60.000000 predicted=144.894221, expected=24.000000 predicted=48.477191, expected=8.000000 predicted=37.647475, expected=20.000000 predicted=33.013324, expected=20.000000 predicted=36.793112, expected=12.000000 predicted=24.748800, expected=40.000000 predicted=24.798589, expected=32.000000 predicted=20.621749, expected=24.000000 predicted=24.027910, expected=48.000000 predicted=32.406041, expected=16.000000 predicted=23.259392, expected=20.000000 predicted=30.676447, expected=12.000000 predicted=23.727177, expected=44.000000 predicted=30.067278, expected=16.000000 predicted=24.229410, expected=40.000000 predicted=27.664421, expected=32.000000 predicted=26.392126, expected=20.000000 predicted=24.453310, expected=28.000000 predicted=31.809453, expected=40.000000 predicted=29.415562, expected=56.000000 predicted=38.830377, expected=32.000000 predicted=32.692415, expected=52.000000 predicted=40.037221, expected=12.000000 predicted=30.573486, expected=4.000000 predicted=30.226607, expected=20.000000 predicted=31.172174, expected=32.000000 predicted=25.827077, expected=60.000000 predicted=36.236129, expected=36.000000 predicted=25.446042, expected=24.000000 predicted=27.019275, expected=84.000000 predicted=48.990283, expected=44.000000 predicted=41.003242, expected=52.000000 predicted=52.846965, expected=16.000000 predicted=37.642067, expected=32.000000 predicted=40.375681, expected=52.000000 predicted=50.436440, expected=24.000000 predicted=33.341687, expected=16.000000 predicted=32.379460, expected=20.000000 predicted=25.364412, expected=48.000000 predicted=34.396730, expected=12.000000 predicted=25.810594, expected=16.000000 predicted=23.328730, expected=28.000000 predicted=23.736996, expected=40.000000 predicted=27.743429, expected=12.000000 predicted=24.426664, expected=72.000000 predicted=37.214547, expected=16.000000 predicted=23.438515, expected=40.000000 predicted=37.255683, expected=32.000000 predicted=34.761478, expected=32.000000 predicted=31.321764, expected=44.000000 predicted=43.179546, expected=52.000000 predicted=36.059022, expected=36.000000 predicted=38.053802, expected=40.000000 predicted=39.610152, expected=16.000000 predicted=32.578327, expected=44.000000 predicted=41.224768, expected=56.000000 predicted=42.859195, expected=24.000000 predicted=32.553776, expected=24.000000 predicted=34.638871, expected=40.000000 predicted=33.796769, expected=20.000000 predicted=31.670129, expected=12.000000 Test MSE: 957.121
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293])] predicted=23.337609, expected=60.000000 predicted=38.163071, expected=12.000000 predicted=26.318264, expected=12.000000 predicted=18.053500, expected=20.000000 predicted=25.733084, expected=12.000000 predicted=19.712477, expected=92.000000 predicted=56.050073, expected=48.000000 predicted=39.407156, expected=32.000000 predicted=28.708524, expected=44.000000 predicted=38.351209, expected=56.000000 predicted=47.166486, expected=52.000000 predicted=58.311938, expected=16.000000 predicted=33.334915, expected=64.000000 predicted=47.473527, expected=48.000000 predicted=49.518464, expected=44.000000 predicted=45.774515, expected=56.000000 predicted=49.868370, expected=32.000000 predicted=37.737691, expected=24.000000 predicted=39.016146, expected=68.000000 predicted=52.552086, expected=68.000000 predicted=56.460085, expected=116.000000 predicted=77.754617, expected=44.000000 predicted=53.028732, expected=48.000000 predicted=49.019851, expected=76.000000 predicted=72.264674, expected=76.000000 predicted=74.951009, expected=64.000000 predicted=72.706538, expected=76.000000 predicted=64.929961, expected=80.000000 predicted=71.722218, expected=96.000000 predicted=83.695433, expected=64.000000 predicted=72.832998, expected=68.000000 predicted=70.088959, expected=68.000000 predicted=73.792194, expected=92.000000 predicted=83.027029, expected=36.000000 predicted=63.587762, expected=100.000000 predicted=76.222506, expected=108.000000 predicted=89.917874, expected=32.000000 predicted=60.544512, expected=36.000000 predicted=58.185510, expected=28.000000 predicted=47.028231, expected=44.000000 predicted=58.529616, expected=128.000000 predicted=88.331158, expected=120.000000 predicted=80.574660, expected=128.000000 predicted=89.200356, expected=68.000000 predicted=71.121011, expected=68.000000 predicted=76.491105, expected=40.000000 predicted=80.640452, expected=84.000000 predicted=89.701987, expected=76.000000 predicted=86.535202, expected=60.000000 predicted=64.001244, expected=76.000000 predicted=68.630863, expected=28.000000 predicted=48.815863, expected=16.000000 predicted=44.749065, expected=44.000000 predicted=51.023486, expected=40.000000 predicted=47.640523, expected=40.000000 predicted=44.880509, expected=72.000000 predicted=48.360347, expected=56.000000 predicted=46.276286, expected=36.000000 predicted=42.506974, expected=36.000000 predicted=40.552816, expected=32.000000 predicted=40.706752, expected=12.000000 predicted=35.645880, expected=60.000000 predicted=47.332779, expected=24.000000 predicted=33.247337, expected=28.000000 predicted=29.786091, expected=40.000000 predicted=34.047607, expected=12.000000 predicted=22.760963, expected=32.000000 predicted=34.690706, expected=4.000000 predicted=17.787848, expected=24.000000 predicted=23.437235, expected=36.000000 predicted=30.817030, expected=28.000000 predicted=24.451940, expected=40.000000 predicted=30.974193, expected=8.000000 predicted=16.060506, expected=28.000000 predicted=25.608972, expected=28.000000 predicted=29.709046, expected=32.000000 predicted=29.977130, expected=48.000000 predicted=36.933315, expected=48.000000 predicted=34.951359, expected=40.000000 predicted=36.860106, expected=16.000000 predicted=27.102740, expected=16.000000 predicted=26.222077, expected=64.000000 predicted=48.481624, expected=56.000000 predicted=49.566693, expected=60.000000 predicted=46.939791, expected=12.000000 predicted=24.747099, expected=24.000000 predicted=28.932710, expected=28.000000 predicted=40.586610, expected=20.000000 predicted=33.931169, expected=32.000000 predicted=33.083400, expected=56.000000 predicted=35.865415, expected=56.000000 predicted=42.433367, expected=68.000000 predicted=48.881113, expected=40.000000 predicted=40.052691, expected=8.000000 predicted=28.655489, expected=16.000000 predicted=32.645804, expected=12.000000 predicted=31.018445, expected=32.000000 predicted=36.383213, expected=36.000000 predicted=30.852024, expected=36.000000 predicted=25.743940, expected=48.000000 predicted=33.332357, expected=36.000000 predicted=31.918817, expected=16.000000 predicted=26.957959, expected=40.000000 predicted=35.473553, expected=44.000000 predicted=40.931739, expected=92.000000 predicted=62.690098, expected=48.000000 predicted=46.943955, expected=64.000000 predicted=47.493551, expected=60.000000 predicted=55.643736, expected=52.000000 predicted=56.878470, expected=48.000000 predicted=59.505307, expected=76.000000 predicted=62.707383, expected=68.000000 predicted=65.937422, expected=36.000000 predicted=49.826561, expected=36.000000 predicted=44.276561, expected=52.000000 predicted=52.464332, expected=36.000000 predicted=51.253757, expected=56.000000 predicted=52.062918, expected=48.000000 predicted=44.881755, expected=64.000000 predicted=52.171960, expected=56.000000 predicted=53.582618, expected=44.000000 predicted=46.314377, expected=56.000000 predicted=53.760131, expected=60.000000 predicted=56.670517, expected=32.000000 predicted=47.585805, expected=80.000000 predicted=61.210841, expected=8.000000 predicted=36.881935, expected=96.000000 predicted=63.581397, expected=28.000000 predicted=50.859683, expected=72.000000 predicted=51.909187, expected=28.000000 predicted=50.660069, expected=56.000000 predicted=42.602340, expected=68.000000 predicted=67.009237, expected=92.000000 predicted=65.869340, expected=108.000000 predicted=83.220298, expected=68.000000 predicted=65.205512, expected=36.000000 predicted=54.407794, expected=52.000000 predicted=61.904144, expected=56.000000 predicted=71.234131, expected=52.000000 predicted=66.345090, expected=52.000000 predicted=53.510175, expected=60.000000 predicted=51.945697, expected=20.000000 predicted=41.436726, expected=24.000000 predicted=35.996108, expected=12.000000 predicted=31.534839, expected=4.000000 predicted=24.278631, expected=32.000000 predicted=30.911489, expected=40.000000 predicted=30.140161, expected=32.000000 predicted=27.270314, expected=48.000000 predicted=30.349080, expected=28.000000 predicted=27.614872, expected=20.000000 predicted=27.496722, expected=24.000000 predicted=29.372513, expected=48.000000 predicted=38.666619, expected=40.000000 predicted=40.453708, expected=44.000000 predicted=35.336497, expected=8.000000 predicted=21.948482, expected=12.000000 predicted=20.323554, expected=20.000000 predicted=28.960574, expected=28.000000 predicted=29.984744, expected=52.000000 predicted=37.602971, expected=56.000000 predicted=36.524095, expected=64.000000 predicted=43.017891, expected=36.000000 predicted=37.474596, expected=12.000000 predicted=27.630968, expected=16.000000 predicted=31.419260, expected=8.000000 predicted=29.166342, expected=24.000000 predicted=30.979260, expected=36.000000 predicted=29.685399, expected=52.000000 predicted=32.939981, expected=16.000000 predicted=21.953723, expected=36.000000 predicted=24.201191, expected=16.000000 predicted=26.182937, expected=12.000000 predicted=23.370949, expected=28.000000 predicted=29.555408, expected=40.000000 predicted=30.456442, expected=20.000000 predicted=26.417917, expected=4.000000 predicted=11.886433, expected=12.000000 predicted=14.077923, expected=40.000000 predicted=31.078929, expected=16.000000 predicted=25.672005, expected=32.000000 predicted=21.516276, expected=20.000000 predicted=18.701509, expected=36.000000 predicted=26.761445, expected=40.000000 predicted=35.868343, expected=12.000000 predicted=20.947816, expected=36.000000 predicted=28.586536, expected=24.000000 predicted=27.832801, expected=32.000000 predicted=31.206445, expected=36.000000 predicted=33.130238, expected=16.000000 predicted=21.783524, expected=20.000000 predicted=24.031471, expected=32.000000 predicted=28.229723, expected=20.000000 predicted=26.750464, expected=32.000000 predicted=27.885959, expected=32.000000 predicted=26.814488, expected=8.000000 predicted=18.891098, expected=32.000000 predicted=25.962969, expected=12.000000 predicted=21.273874, expected=16.000000 predicted=20.470775, expected=24.000000 predicted=22.665356, expected=12.000000 predicted=15.902836, expected=44.000000 predicted=29.470023, expected=16.000000 predicted=20.786941, expected=56.000000 predicted=32.606205, expected=20.000000 predicted=28.157773, expected=28.000000 predicted=24.174202, expected=8.000000 predicted=23.752815, expected=24.000000 predicted=23.044572, expected=40.000000 predicted=37.303378, expected=24.000000 predicted=25.824611, expected=40.000000 predicted=28.903851, expected=24.000000 predicted=24.419237, expected=32.000000 predicted=29.241464, expected=32.000000 predicted=33.165326, expected=32.000000 predicted=30.864791, expected=32.000000 predicted=32.668069, expected=36.000000 predicted=31.787531, expected=52.000000 predicted=40.686584, expected=16.000000 predicted=29.600888, expected=12.000000 predicted=21.081458, expected=40.000000 predicted=33.008430, expected=40.000000 predicted=39.506459, expected=16.000000 predicted=28.313388, expected=8.000000 predicted=13.621680, expected=12.000000 predicted=16.706731, expected=12.000000 predicted=22.212244, expected=16.000000 predicted=20.005485, expected=36.000000 predicted=22.552450, expected=36.000000 predicted=25.139865, expected=40.000000 predicted=27.824678, expected=40.000000 predicted=30.350487, expected=44.000000 predicted=35.540787, expected=16.000000 predicted=29.798204, expected=16.000000 predicted=24.945481, expected=16.000000 predicted=26.152474, expected=8.000000 predicted=21.792536, expected=24.000000 predicted=23.808829, expected=32.000000 predicted=23.906970, expected=56.000000 predicted=34.593538, expected=28.000000 predicted=27.776949, expected=40.000000 predicted=27.935954, expected=24.000000 predicted=29.988607, expected=12.000000 predicted=25.354360, expected=16.000000 predicted=27.009094, expected=24.000000 predicted=25.480426, expected=36.000000 predicted=31.706117, expected=28.000000 predicted=25.841342, expected=24.000000 predicted=20.953693, expected=36.000000 predicted=27.691856, expected=20.000000 predicted=26.504397, expected=48.000000 predicted=35.949406, expected=32.000000 predicted=33.436348, expected=24.000000 predicted=26.804187, expected=36.000000 predicted=32.210098, expected=8.000000 predicted=22.733125, expected=24.000000 predicted=27.194214, expected=48.000000 predicted=36.006473, expected=40.000000 predicted=35.782909, expected=16.000000 predicted=24.322936, expected=12.000000 predicted=15.373448, expected=12.000000 predicted=21.038551, expected=44.000000 predicted=36.795164, expected=28.000000 predicted=31.191783, expected=36.000000 predicted=25.346902, expected=48.000000 predicted=32.680358, expected=16.000000 predicted=25.661853, expected=8.000000 predicted=21.688549, expected=8.000000 predicted=18.367552, expected=16.000000 predicted=23.263588, expected=32.000000 predicted=29.083145, expected=52.000000 predicted=31.935239, expected=60.000000 predicted=37.648061, expected=24.000000 predicted=26.396027, expected=20.000000 predicted=22.936522, expected=24.000000 predicted=30.737630, expected=20.000000 predicted=33.597360, expected=28.000000 predicted=32.755001, expected=44.000000 predicted=32.280582, expected=32.000000 predicted=29.852311, expected=32.000000 predicted=28.303769, expected=12.000000 predicted=21.264321, expected=44.000000 predicted=33.738315, expected=28.000000 predicted=35.491379, expected=56.000000 predicted=39.717424, expected=28.000000 predicted=32.997885, expected=40.000000 predicted=31.066958, expected=36.000000 predicted=38.666813, expected=44.000000 predicted=39.598818, expected=48.000000 predicted=46.037180, expected=36.000000 predicted=36.989874, expected=44.000000 predicted=40.456810, expected=32.000000 predicted=37.687954, expected=20.000000 predicted=32.201874, expected=16.000000 predicted=28.053523, expected=28.000000 predicted=29.914278, expected=44.000000 predicted=38.242572, expected=12.000000 predicted=23.808627, expected=64.000000 predicted=35.612330, expected=32.000000 predicted=34.889799, expected=36.000000 predicted=33.020491, expected=24.000000 predicted=31.363623, expected=32.000000 predicted=30.151238, expected=24.000000 predicted=36.387225, expected=16.000000 predicted=24.148932, expected=32.000000 predicted=28.713946, expected=52.000000 predicted=37.827718, expected=60.000000 predicted=45.167830, expected=16.000000 predicted=26.935427, expected=40.000000 predicted=29.333677, expected=68.000000 predicted=52.262283, expected=24.000000 predicted=43.085070, expected=28.000000 predicted=33.565528, expected=32.000000 predicted=30.779377, expected=76.000000 predicted=55.530153, expected=36.000000 predicted=48.639796, expected=44.000000 predicted=35.136813, expected=32.000000 predicted=36.324081, expected=4.000000 predicted=26.932428, expected=32.000000 predicted=37.754752, expected=44.000000 predicted=39.234793, expected=40.000000 predicted=38.379833, expected=32.000000 predicted=29.791658, expected=48.000000 predicted=32.813611, expected=52.000000 predicted=45.027552, expected=28.000000 predicted=37.899970, expected=60.000000 predicted=45.135351, expected=44.000000 predicted=45.359780, expected=40.000000 predicted=43.420246, expected=24.000000 predicted=36.097135, expected=8.000000 predicted=24.497891, expected=8.000000 predicted=26.164852, expected=40.000000 predicted=33.870657, expected=24.000000 predicted=29.551681, expected=40.000000 predicted=27.264702, expected=64.000000 predicted=38.242320, expected=40.000000 predicted=36.402625, expected=24.000000 predicted=31.680472, expected=28.000000 predicted=30.062757, expected=16.000000 predicted=31.181534, expected=44.000000 predicted=41.550579, expected=80.000000 predicted=53.954073, expected=104.000000 predicted=66.888950, expected=16.000000 predicted=36.428082, expected=20.000000 predicted=24.978840, expected=40.000000 predicted=46.605765, expected=32.000000 predicted=52.748280, expected=44.000000 predicted=50.882663, expected=68.000000 predicted=43.758979, expected=92.000000 predicted=60.882220, expected=32.000000 predicted=45.293237, expected=64.000000 predicted=48.833006, expected=44.000000 predicted=53.420806, expected=52.000000 predicted=57.989604, expected=64.000000 predicted=64.639933, expected=48.000000 predicted=48.861338, expected=68.000000 predicted=59.597073, expected=104.000000 predicted=74.546272, expected=56.000000 predicted=64.227229, expected=24.000000 predicted=45.341797, expected=44.000000 predicted=48.295396, expected=76.000000 predicted=70.427499, expected=72.000000 predicted=74.940843, expected=76.000000 predicted=62.273759, expected=88.000000 predicted=64.780042, expected=28.000000 predicted=50.933338, expected=36.000000 predicted=51.702788, expected=48.000000 predicted=57.524448, expected=48.000000 predicted=58.173846, expected=68.000000 predicted=62.664204, expected=164.000000 predicted=91.947159, expected=64.000000 predicted=70.795166, expected=24.000000 predicted=43.955734, expected=28.000000 predicted=45.849413, expected=4.000000 predicted=45.953528, expected=40.000000 predicted=69.297266, expected=48.000000 predicted=46.630651, expected=40.000000 predicted=34.005865, expected=36.000000 predicted=31.322585, expected=28.000000 predicted=25.532039, expected=20.000000 predicted=30.804210, expected=20.000000 predicted=30.389626, expected=68.000000 predicted=46.914049, expected=36.000000 predicted=39.168266, expected=44.000000 predicted=35.030712, expected=28.000000 predicted=29.614099, expected=24.000000 predicted=29.409891, expected=12.000000 predicted=33.058721, expected=32.000000 predicted=30.880513, expected=20.000000 predicted=29.181805, expected=32.000000 predicted=27.144252, expected=32.000000 predicted=27.507519, expected=32.000000 predicted=26.136911, expected=12.000000 predicted=22.563325, expected=44.000000 predicted=30.448156, expected=24.000000 predicted=30.433389, expected=68.000000 predicted=44.305232, expected=56.000000 predicted=45.875083, expected=32.000000 predicted=31.965821, expected=44.000000 predicted=41.144651, expected=60.000000 predicted=48.249633, expected=28.000000 predicted=47.277350, expected=20.000000 predicted=33.896747, expected=24.000000 predicted=29.483575, expected=16.000000 predicted=30.031362, expected=52.000000 predicted=43.778042, expected=36.000000 predicted=33.835117, expected=12.000000 predicted=20.035073, expected=12.000000 predicted=17.896418, expected=32.000000 predicted=26.677611, expected=32.000000 predicted=36.382986, expected=28.000000 predicted=28.203971, expected=48.000000 predicted=30.362998, expected=28.000000 predicted=27.562600, expected=16.000000 predicted=24.958994, expected=40.000000 predicted=32.994213, expected=20.000000 predicted=28.629755, expected=24.000000 predicted=30.036060, expected=12.000000 predicted=20.053962, expected=32.000000 predicted=24.707284, expected=24.000000 predicted=28.841148, expected=24.000000 predicted=22.439488, expected=32.000000 predicted=26.297150, expected=8.000000 predicted=16.513035, expected=32.000000 predicted=26.878698, expected=32.000000 predicted=28.581953, expected=32.000000 predicted=28.686839, expected=12.000000 predicted=21.323610, expected=12.000000 predicted=14.445879, expected=28.000000 predicted=26.871054, expected=12.000000 Test MSE: 400.975
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401])] predicted=15.933083, expected=24.000000 predicted=23.869494, expected=24.000000 predicted=27.287096, expected=20.000000 predicted=14.646386, expected=8.000000 predicted=17.253120, expected=20.000000 predicted=16.026347, expected=36.000000 predicted=25.582968, expected=28.000000 predicted=23.750132, expected=24.000000 predicted=23.265934, expected=52.000000 predicted=30.711415, expected=12.000000 predicted=21.374540, expected=32.000000 predicted=33.083740, expected=20.000000 predicted=26.020636, expected=8.000000 predicted=18.861493, expected=20.000000 predicted=29.729939, expected=28.000000 predicted=19.398126, expected=44.000000 predicted=31.348353, expected=12.000000 predicted=19.236307, expected=48.000000 predicted=29.254270, expected=16.000000 predicted=22.754595, expected=4.000000 predicted=20.001079, expected=40.000000 predicted=35.107432, expected=40.000000 predicted=24.861317, expected=52.000000 predicted=41.634179, expected=32.000000 predicted=29.044947, expected=32.000000 predicted=27.175492, expected=16.000000 predicted=31.308831, expected=20.000000 predicted=29.937571, expected=12.000000 predicted=28.141076, expected=32.000000 predicted=27.296221, expected=28.000000 predicted=26.151912, expected=44.000000 predicted=28.326867, expected=12.000000 predicted=20.835723, expected=20.000000 predicted=21.066477, expected=4.000000 predicted=20.005501, expected=12.000000 predicted=18.527645, expected=44.000000 predicted=32.796495, expected=40.000000 predicted=23.753096, expected=12.000000 predicted=19.775775, expected=12.000000 predicted=16.050637, expected=24.000000 predicted=20.665345, expected=20.000000 predicted=26.755674, expected=24.000000 predicted=26.651230, expected=48.000000 predicted=27.640261, expected=48.000000 predicted=30.096364, expected=16.000000 predicted=25.468131, expected=8.000000 predicted=21.799934, expected=36.000000 predicted=29.840682, expected=4.000000 predicted=23.526773, expected=24.000000 predicted=29.218049, expected=48.000000 predicted=28.071722, expected=44.000000 predicted=26.124459, expected=28.000000 predicted=32.481180, expected=24.000000 predicted=22.913983, expected=20.000000 predicted=26.167324, expected=24.000000 predicted=32.407319, expected=24.000000 predicted=29.843467, expected=68.000000 predicted=40.343727, expected=48.000000 predicted=35.412379, expected=20.000000 predicted=28.042241, expected=20.000000 predicted=29.717017, expected=8.000000 predicted=21.954024, expected=20.000000 predicted=35.448629, expected=12.000000 predicted=24.392151, expected=16.000000 predicted=16.658923, expected=4.000000 predicted=12.460019, expected=20.000000 predicted=13.736191, expected=20.000000 predicted=17.302350, expected=12.000000 predicted=12.715532, expected=72.000000 predicted=35.939649, expected=32.000000 predicted=22.104687, expected=28.000000 predicted=28.933844, expected=32.000000 predicted=31.121623, expected=44.000000 predicted=31.341586, expected=36.000000 predicted=46.170310, expected=28.000000 predicted=32.063785, expected=32.000000 predicted=32.177929, expected=84.000000 predicted=51.002266, expected=24.000000 predicted=36.443837, expected=8.000000 predicted=30.274009, expected=32.000000 predicted=33.806166, expected=24.000000 predicted=27.699472, expected=28.000000 predicted=42.926853, expected=20.000000 predicted=22.909373, expected=60.000000 predicted=32.432713, expected=28.000000 predicted=30.287970, expected=20.000000 predicted=26.951803, expected=16.000000 predicted=26.368275, expected=16.000000 predicted=20.910537, expected=32.000000 predicted=35.804283, expected=20.000000 predicted=22.227565, expected=40.000000 predicted=27.821047, expected=24.000000 predicted=22.718046, expected=48.000000 predicted=31.866070, expected=32.000000 predicted=32.528092, expected=16.000000 predicted=24.164676, expected=8.000000 predicted=26.107959, expected=12.000000 predicted=19.556715, expected=36.000000 predicted=32.069020, expected=28.000000 predicted=25.004651, expected=16.000000 predicted=18.329421, expected=4.000000 predicted=12.738458, expected=20.000000 predicted=17.614460, expected=52.000000 predicted=34.062841, expected=52.000000 predicted=33.893999, expected=40.000000 predicted=31.017429, expected=4.000000 predicted=18.106338, expected=36.000000 predicted=32.230006, expected=20.000000 predicted=32.655558, expected=32.000000 predicted=34.730972, expected=12.000000 predicted=24.893192, expected=28.000000 predicted=19.651660, expected=12.000000 predicted=22.906801, expected=24.000000 predicted=21.329014, expected=52.000000 predicted=34.665764, expected=76.000000 predicted=39.754770, expected=100.000000 predicted=59.326920, expected=60.000000 predicted=48.074478, expected=52.000000 predicted=52.482237, expected=36.000000 predicted=53.540035, expected=24.000000 predicted=50.687003, expected=28.000000 predicted=53.642354, expected=32.000000 predicted=40.198053, expected=44.000000 predicted=41.145998, expected=28.000000 predicted=31.754012, expected=36.000000 predicted=31.986087, expected=32.000000 predicted=31.973858, expected=24.000000 predicted=29.516276, expected=8.000000 predicted=26.052985, expected=48.000000 predicted=34.233065, expected=52.000000 predicted=38.342553, expected=28.000000 predicted=30.767049, expected=16.000000 predicted=26.255351, expected=12.000000 predicted=18.778113, expected=36.000000 predicted=35.377866, expected=40.000000 predicted=36.904736, expected=88.000000 predicted=50.021584, expected=52.000000 predicted=39.329678, expected=24.000000 predicted=31.435411, expected=64.000000 predicted=53.151256, expected=24.000000 predicted=37.662293, expected=72.000000 predicted=66.046869, expected=68.000000 predicted=56.154787, expected=104.000000 predicted=64.141854, expected=84.000000 predicted=74.096091, expected=4.000000 predicted=36.851122, expected=16.000000 predicted=50.251231, expected=48.000000 predicted=54.120643, expected=8.000000 predicted=43.407865, expected=28.000000 predicted=42.267733, expected=44.000000 predicted=26.200951, expected=56.000000 predicted=35.491044, expected=52.000000 predicted=45.626987, expected=20.000000 predicted=25.701494, expected=28.000000 predicted=33.651770, expected=4.000000 predicted=26.314016, expected=24.000000 predicted=33.044270, expected=16.000000 predicted=26.763413, expected=60.000000 predicted=34.146363, expected=8.000000 predicted=20.099790, expected=4.000000 predicted=12.351581, expected=24.000000 predicted=23.848529, expected=20.000000 predicted=18.358673, expected=44.000000 predicted=38.481596, expected=52.000000 predicted=30.026465, expected=68.000000 predicted=39.106797, expected=28.000000 predicted=33.663710, expected=20.000000 predicted=30.014393, expected=12.000000 predicted=30.966405, expected=16.000000 predicted=30.272364, expected=12.000000 predicted=29.776238, expected=88.000000 predicted=46.515329, expected=104.000000 predicted=56.630551, expected=8.000000 predicted=24.686793, expected=12.000000 predicted=29.708764, expected=20.000000 predicted=27.493931, expected=16.000000 predicted=41.215850, expected=28.000000 predicted=46.456227, expected=20.000000 predicted=16.129869, expected=56.000000 predicted=32.172699, expected=32.000000 predicted=27.658952, expected=16.000000 predicted=22.208720, expected=8.000000 predicted=21.984570, expected=12.000000 predicted=18.648839, expected=24.000000 predicted=30.431484, expected=8.000000 predicted=16.731729, expected=4.000000 predicted=10.663992, expected=32.000000 predicted=18.812011, expected=8.000000 predicted=11.115830, expected=24.000000 predicted=20.888801, expected=16.000000 predicted=14.208409, expected=4.000000 predicted=8.744037, expected=32.000000 predicted=26.206652, expected=24.000000 predicted=17.049776, expected=20.000000 predicted=20.888951, expected=40.000000 predicted=27.209354, expected=8.000000 predicted=13.151705, expected=12.000000 predicted=21.791752, expected=16.000000 predicted=19.507700, expected=28.000000 predicted=21.992447, expected=56.000000 predicted=38.364339, expected=4.000000 predicted=12.816836, expected=24.000000 predicted=22.384391, expected=24.000000 predicted=22.716781, expected=12.000000 predicted=20.709377, expected=8.000000 predicted=24.716736, expected=8.000000 predicted=9.682435, expected=60.000000 predicted=33.921564, expected=12.000000 predicted=17.931820, expected=16.000000 predicted=17.995997, expected=8.000000 predicted=13.779797, expected=8.000000 predicted=12.601718, expected=8.000000 predicted=23.454323, expected=12.000000 predicted=11.080450, expected=32.000000 predicted=19.649163, expected=20.000000 predicted=14.691092, expected=32.000000 predicted=20.953283, expected=32.000000 predicted=22.684320, expected=4.000000 predicted=14.526117, expected=8.000000 predicted=19.869043, expected=8.000000 predicted=14.606427, expected=24.000000 predicted=21.999255, expected=12.000000 predicted=17.013233, expected=12.000000 predicted=10.331429, expected=20.000000 predicted=14.715894, expected=8.000000 predicted=10.658463, expected=32.000000 predicted=23.485113, expected=16.000000 predicted=15.241991, expected=24.000000 predicted=19.136180, expected=4.000000 predicted=13.959370, expected=4.000000 predicted=10.140680, expected=28.000000 predicted=23.498830, expected=12.000000 predicted=13.469581, expected=24.000000 predicted=20.227814, expected=12.000000 predicted=11.508691, expected=16.000000 predicted=13.654036, expected=16.000000 predicted=19.238306, expected=12.000000 predicted=13.497841, expected=32.000000 predicted=23.645563, expected=8.000000 predicted=12.571091, expected=8.000000 predicted=13.597165, expected=20.000000 predicted=17.138691, expected=4.000000 predicted=10.138850, expected=12.000000 predicted=16.981788, expected=12.000000 predicted=10.377717, expected=48.000000 predicted=24.417888, expected=44.000000 predicted=28.543943, expected=16.000000 predicted=17.528482, expected=12.000000 predicted=18.887538, expected=36.000000 predicted=27.127144, expected=40.000000 predicted=36.941235, expected=32.000000 predicted=33.194348, expected=36.000000 predicted=28.916005, expected=20.000000 predicted=23.272142, expected=8.000000 predicted=23.986437, expected=20.000000 predicted=26.862984, expected=20.000000 predicted=23.094421, expected=24.000000 predicted=24.721939, expected=24.000000 predicted=20.879437, expected=12.000000 predicted=14.320044, expected=12.000000 predicted=17.068131, expected=40.000000 predicted=26.830694, expected=20.000000 predicted=21.187768, expected=32.000000 predicted=26.437988, expected=16.000000 predicted=18.369232, expected=16.000000 predicted=18.701213, expected=20.000000 predicted=25.759281, expected=8.000000 predicted=15.450699, expected=28.000000 predicted=24.679533, expected=20.000000 predicted=17.862181, expected=12.000000 predicted=15.558222, expected=20.000000 predicted=19.145356, expected=8.000000 predicted=11.855138, expected=20.000000 predicted=20.469614, expected=16.000000 predicted=16.501393, expected=8.000000 predicted=11.804958, expected=16.000000 predicted=16.139835, expected=20.000000 predicted=14.736849, expected=28.000000 predicted=21.166152, expected=32.000000 predicted=22.754066, expected=12.000000 predicted=15.088685, expected=16.000000 predicted=18.735626, expected=28.000000 predicted=23.536460, expected=16.000000 predicted=20.952837, expected=4.000000 predicted=16.644484, expected=36.000000 predicted=22.658622, expected=16.000000 predicted=17.033421, expected=16.000000 predicted=20.278837, expected=20.000000 predicted=18.329375, expected=64.000000 predicted=32.741760, expected=60.000000 predicted=42.181125, expected=8.000000 predicted=21.599390, expected=8.000000 predicted=21.936659, expected=36.000000 predicted=31.190682, expected=24.000000 predicted=34.971031, expected=8.000000 predicted=25.991876, expected=40.000000 predicted=24.713423, expected=12.000000 predicted=15.215289, expected=20.000000 predicted=25.080750, expected=16.000000 predicted=19.641280, expected=28.000000 predicted=20.180019, expected=4.000000 predicted=18.752033, expected=16.000000 predicted=15.642794, expected=28.000000 predicted=21.423969, expected=8.000000 predicted=13.390963, expected=16.000000 predicted=19.085253, expected=56.000000 predicted=28.203476, expected=40.000000 predicted=27.856126, expected=20.000000 predicted=26.301871, expected=12.000000 predicted=19.178191, expected=36.000000 predicted=29.022135, expected=24.000000 predicted=32.721176, expected=28.000000 predicted=29.664980, expected=44.000000 predicted=31.156183, expected=48.000000 predicted=32.506272, expected=28.000000 predicted=32.976959, expected=8.000000 predicted=23.094355, expected=24.000000 predicted=28.289716, expected=32.000000 predicted=32.673029, expected=16.000000 predicted=26.489335, expected=48.000000 predicted=33.539908, expected=12.000000 predicted=16.508842, expected=4.000000 predicted=18.047892, expected=60.000000 predicted=38.904472, expected=40.000000 predicted=28.271873, expected=40.000000 predicted=38.975546, expected=8.000000 predicted=19.647127, expected=12.000000 predicted=19.143506, expected=32.000000 predicted=36.838372, expected=32.000000 predicted=30.009941, expected=36.000000 predicted=31.786252, expected=24.000000 predicted=21.228880, expected=20.000000 predicted=22.036440, expected=16.000000 predicted=24.606398, expected=72.000000 predicted=44.248102, expected=72.000000 predicted=47.096075, expected=20.000000 predicted=29.662770, expected=60.000000 predicted=46.122314, expected=28.000000 predicted=33.619353, expected=24.000000 predicted=44.817943, expected=12.000000 predicted=35.951217, expected=32.000000 predicted=28.325719, expected=24.000000 predicted=32.950817, expected=28.000000 predicted=26.271339, expected=28.000000 predicted=25.601704, expected=24.000000 predicted=22.099185, expected=12.000000 predicted=22.390719, expected=28.000000 predicted=25.405264, expected=28.000000 predicted=25.687971, expected=120.000000 predicted=61.013872, expected=216.000000 predicted=109.227326, expected=156.000000 predicted=99.534936, expected=232.000000 predicted=158.362090, expected=192.000000 predicted=153.141679, expected=172.000000 predicted=171.170408, expected=44.000000 predicted=130.697344, expected=12.000000 predicted=81.382453, expected=68.000000 predicted=108.594899, expected=4.000000 predicted=56.219269, expected=40.000000 predicted=64.401514, expected=52.000000 predicted=43.419981, expected=84.000000 predicted=56.934541, expected=8.000000 predicted=35.072758, expected=28.000000 predicted=28.620100, expected=8.000000 predicted=21.958809, expected=4.000000 predicted=18.090833, expected=28.000000 predicted=34.215580, expected=12.000000 predicted=12.148395, expected=44.000000 predicted=32.501884, expected=8.000000 predicted=13.543570, expected=36.000000 predicted=25.646444, expected=20.000000 predicted=23.411417, expected=16.000000 predicted=17.824282, expected=24.000000 predicted=26.904680, expected=28.000000 predicted=21.996596, expected=32.000000 predicted=30.282896, expected=28.000000 predicted=26.367799, expected=16.000000 predicted=19.882043, expected=8.000000 predicted=15.917746, expected=24.000000 predicted=22.450371, expected=24.000000 predicted=23.497519, expected=52.000000 predicted=37.777139, expected=44.000000 predicted=35.385671, expected=24.000000 predicted=26.015862, expected=24.000000 predicted=27.618111, expected=20.000000 predicted=23.711591, expected=12.000000 predicted=23.451862, expected=32.000000 predicted=30.168868, expected=32.000000 predicted=27.461331, expected=28.000000 predicted=26.978092, expected=8.000000 predicted=16.559225, expected=20.000000 predicted=18.735199, expected=72.000000 predicted=48.070899, expected=28.000000 predicted=31.821686, expected=24.000000 predicted=29.673590, expected=20.000000 predicted=21.910790, expected=20.000000 predicted=22.114112, expected=28.000000 predicted=34.652279, expected=28.000000 predicted=26.563280, expected=8.000000 predicted=16.452512, expected=12.000000 predicted=15.863091, expected=36.000000 predicted=26.499629, expected=36.000000 predicted=30.041770, expected=20.000000 predicted=24.229635, expected=24.000000 predicted=22.044016, expected=12.000000 predicted=16.162152, expected=16.000000 predicted=21.009094, expected=44.000000 predicted=34.109460, expected=36.000000 predicted=29.910819, expected=28.000000 predicted=28.643521, expected=8.000000 predicted=16.214517, expected=4.000000 predicted=12.189807, expected=28.000000 predicted=26.576661, expected=16.000000 predicted=19.811107, expected=4.000000 predicted=12.584771, expected=16.000000 predicted=13.418850, expected=16.000000 predicted=12.661388, expected=16.000000 predicted=17.579480, expected=8.000000 predicted=11.582330, expected=20.000000 Test MSE: 552.585
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001])] predicted=16.341306, expected=20.000000 predicted=23.767971, expected=4.000000 predicted=23.106083, expected=8.000000 predicted=19.832816, expected=12.000000 predicted=13.927386, expected=24.000000 predicted=15.819380, expected=4.000000 predicted=12.495473, expected=12.000000 predicted=8.572427, expected=12.000000 predicted=10.618923, expected=28.000000 predicted=17.749945, expected=20.000000 predicted=18.824566, expected=16.000000 predicted=12.494805, expected=12.000000 predicted=13.846012, expected=12.000000 predicted=15.165931, expected=8.000000 predicted=17.672324, expected=24.000000 predicted=18.036806, expected=12.000000 predicted=14.472070, expected=12.000000 predicted=12.622389, expected=12.000000 predicted=11.960803, expected=12.000000 predicted=12.492815, expected=12.000000 predicted=15.983129, expected=4.000000 predicted=9.799867, expected=4.000000 predicted=8.829749, expected=28.000000 predicted=14.750393, expected=4.000000 predicted=10.754653, expected=12.000000 predicted=10.507735, expected=8.000000 predicted=7.221138, expected=16.000000 predicted=11.935695, expected=8.000000 predicted=15.205765, expected=16.000000 predicted=9.939325, expected=40.000000 predicted=19.289363, expected=8.000000 predicted=13.675434, expected=12.000000 predicted=14.511706, expected=4.000000 predicted=10.350267, expected=8.000000 predicted=15.461511, expected=16.000000 predicted=20.638241, expected=16.000000 predicted=11.486740, expected=40.000000 predicted=18.792857, expected=8.000000 predicted=11.599874, expected=4.000000 predicted=10.889860, expected=20.000000 predicted=16.209891, expected=8.000000 predicted=16.952176, expected=16.000000 predicted=21.369347, expected=32.000000 predicted=15.189318, expected=32.000000 predicted=18.471296, expected=28.000000 predicted=22.430117, expected=8.000000 predicted=14.588234, expected=8.000000 predicted=17.083832, expected=12.000000 predicted=21.804509, expected=32.000000 predicted=26.149931, expected=28.000000 predicted=23.180815, expected=12.000000 predicted=13.311318, expected=24.000000 predicted=16.008617, expected=16.000000 predicted=18.510091, expected=32.000000 predicted=27.907586, expected=32.000000 predicted=25.884547, expected=24.000000 predicted=21.214541, expected=12.000000 predicted=20.440454, expected=12.000000 predicted=18.432444, expected=4.000000 predicted=20.286421, expected=16.000000 predicted=20.676588, expected=24.000000 predicted=19.119899, expected=8.000000 predicted=12.236557, expected=24.000000 predicted=14.445424, expected=12.000000 predicted=11.703122, expected=8.000000 predicted=14.886925, expected=20.000000 predicted=17.473093, expected=12.000000 predicted=13.325118, expected=20.000000 predicted=18.482990, expected=28.000000 predicted=16.914351, expected=16.000000 predicted=15.592903, expected=8.000000 predicted=15.545719, expected=4.000000 predicted=11.631348, expected=24.000000 predicted=19.458278, expected=4.000000 predicted=16.489266, expected=16.000000 predicted=13.237965, expected=24.000000 predicted=12.937990, expected=20.000000 predicted=14.843004, expected=28.000000 predicted=20.931214, expected=12.000000 predicted=13.083418, expected=24.000000 predicted=20.040105, expected=12.000000 predicted=19.437911, expected=16.000000 predicted=19.222685, expected=8.000000 predicted=17.163582, expected=20.000000 predicted=15.892855, expected=28.000000 predicted=21.067517, expected=16.000000 predicted=16.111746, expected=4.000000 predicted=12.472029, expected=16.000000 predicted=13.118072, expected=20.000000 predicted=19.501130, expected=20.000000 predicted=20.895726, expected=16.000000 predicted=14.746248, expected=16.000000 predicted=12.563172, expected=16.000000 predicted=16.848678, expected=16.000000 predicted=17.957164, expected=8.000000 predicted=15.135423, expected=32.000000 predicted=19.279442, expected=8.000000 predicted=15.260712, expected=32.000000 predicted=19.921499, expected=24.000000 predicted=18.967829, expected=16.000000 predicted=17.862291, expected=16.000000 predicted=21.208607, expected=28.000000 predicted=19.568408, expected=8.000000 predicted=22.008915, expected=4.000000 predicted=15.323328, expected=24.000000 predicted=16.592129, expected=24.000000 predicted=19.744651, expected=8.000000 predicted=17.493122, expected=12.000000 predicted=10.417948, expected=8.000000 predicted=10.562486, expected=16.000000 predicted=18.217882, expected=16.000000 predicted=16.478532, expected=4.000000 predicted=9.132202, expected=8.000000 predicted=9.806064, expected=4.000000 predicted=8.329393, expected=4.000000 predicted=10.118407, expected=16.000000 predicted=11.224773, expected=20.000000 predicted=10.278535, expected=36.000000 predicted=16.653606, expected=12.000000 predicted=11.777904, expected=8.000000 predicted=11.144438, expected=8.000000 predicted=14.264378, expected=8.000000 predicted=16.687959, expected=8.000000 predicted=17.726365, expected=8.000000 predicted=9.246330, expected=4.000000 predicted=6.877178, expected=20.000000 predicted=10.686094, expected=20.000000 predicted=12.358462, expected=12.000000 predicted=11.191986, expected=24.000000 predicted=13.611339, expected=20.000000 predicted=14.729503, expected=24.000000 predicted=20.984693, expected=32.000000 predicted=22.638638, expected=36.000000 predicted=24.232382, expected=12.000000 predicted=22.196646, expected=20.000000 predicted=21.491360, expected=12.000000 predicted=21.261299, expected=4.000000 predicted=20.698986, expected=20.000000 predicted=21.286682, expected=4.000000 predicted=11.471489, expected=16.000000 predicted=14.844962, expected=16.000000 predicted=12.017444, expected=12.000000 predicted=11.166345, expected=8.000000 predicted=12.630607, expected=20.000000 predicted=11.915342, expected=4.000000 predicted=12.432977, expected=12.000000 predicted=12.673157, expected=32.000000 predicted=16.483334, expected=4.000000 predicted=11.978729, expected=12.000000 predicted=13.879297, expected=28.000000 predicted=13.877335, expected=20.000000 predicted=18.931722, expected=8.000000 predicted=18.431856, expected=8.000000 predicted=9.254540, expected=8.000000 predicted=12.997254, expected=20.000000 predicted=19.555984, expected=8.000000 predicted=13.258926, expected=12.000000 predicted=10.035367, expected=8.000000 predicted=9.029468, expected=16.000000 predicted=12.363098, expected=32.000000 predicted=19.447255, expected=4.000000 predicted=11.119885, expected=8.000000 predicted=11.157238, expected=12.000000 predicted=11.173609, expected=32.000000 predicted=21.129311, expected=28.000000 predicted=23.471429, expected=16.000000 predicted=13.393547, expected=16.000000 predicted=14.643562, expected=12.000000 predicted=16.935843, expected=12.000000 predicted=21.458786, expected=12.000000 predicted=17.865341, expected=24.000000 predicted=17.137116, expected=28.000000 predicted=18.999354, expected=8.000000 predicted=13.761678, expected=12.000000 predicted=13.456585, expected=8.000000 predicted=13.386833, expected=24.000000 predicted=20.963525, expected=16.000000 predicted=18.517416, expected=24.000000 predicted=15.167610, expected=12.000000 predicted=13.717539, expected=12.000000 predicted=13.869894, expected=8.000000 predicted=16.002758, expected=12.000000 predicted=14.734656, expected=4.000000 predicted=13.281558, expected=8.000000 predicted=9.712100, expected=8.000000 predicted=9.117008, expected=16.000000 predicted=10.554736, expected=12.000000 predicted=10.604704, expected=36.000000 predicted=15.390221, expected=8.000000 predicted=12.131793, expected=12.000000 predicted=12.746054, expected=8.000000 predicted=13.190558, expected=32.000000 predicted=20.448671, expected=8.000000 predicted=20.114859, expected=20.000000 predicted=13.588360, expected=4.000000 predicted=11.186124, expected=16.000000 predicted=14.219621, expected=12.000000 predicted=18.178003, expected=40.000000 predicted=19.025117, expected=20.000000 predicted=19.240177, expected=8.000000 predicted=11.936729, expected=12.000000 predicted=15.180918, expected=24.000000 predicted=19.729489, expected=16.000000 predicted=24.531009, expected=24.000000 predicted=18.455025, expected=24.000000 predicted=16.411373, expected=8.000000 predicted=15.376235, expected=16.000000 predicted=18.723654, expected=8.000000 predicted=15.077004, expected=4.000000 predicted=15.135973, expected=28.000000 predicted=18.437834, expected=24.000000 predicted=15.553700, expected=20.000000 predicted=16.885834, expected=12.000000 predicted=12.312287, expected=12.000000 predicted=13.204266, expected=4.000000 predicted=17.456797, expected=4.000000 predicted=13.995222, expected=12.000000 predicted=13.010334, expected=32.000000 predicted=16.208013, expected=32.000000 predicted=18.056335, expected=4.000000 predicted=9.783954, expected=28.000000 predicted=15.374212, expected=28.000000 predicted=21.913014, expected=12.000000 predicted=24.128644, expected=8.000000 predicted=18.493852, expected=32.000000 predicted=17.686576, expected=8.000000 predicted=20.536430, expected=24.000000 predicted=21.204823, expected=8.000000 predicted=12.884238, expected=16.000000 predicted=14.778817, expected=4.000000 predicted=16.906431, expected=32.000000 predicted=16.591897, expected=8.000000 predicted=16.552266, expected=12.000000 predicted=11.589633, expected=8.000000 predicted=12.334258, expected=12.000000 predicted=11.358815, expected=12.000000 predicted=17.741931, expected=20.000000 predicted=12.426411, expected=24.000000 predicted=15.523945, expected=16.000000 predicted=13.750964, expected=32.000000 predicted=19.154594, expected=8.000000 predicted=15.755184, expected=24.000000 predicted=20.648449, expected=28.000000 predicted=23.328299, expected=12.000000 predicted=18.780984, expected=12.000000 predicted=20.077044, expected=12.000000 predicted=13.538726, expected=4.000000 predicted=16.142353, expected=8.000000 predicted=15.194454, expected=24.000000 predicted=13.995302, expected=32.000000 predicted=17.841474, expected=20.000000 predicted=16.018171, expected=20.000000 predicted=14.188352, expected=8.000000 predicted=14.298043, expected=12.000000 predicted=19.425058, expected=12.000000 predicted=19.996941, expected=20.000000 predicted=17.568874, expected=24.000000 predicted=18.223792, expected=4.000000 predicted=10.633271, expected=20.000000 predicted=14.498361, expected=20.000000 predicted=16.462295, expected=16.000000 predicted=18.393194, expected=8.000000 predicted=15.420752, expected=24.000000 predicted=13.957186, expected=12.000000 predicted=17.237706, expected=8.000000 predicted=14.737975, expected=8.000000 predicted=12.070058, expected=12.000000 predicted=11.530010, expected=4.000000 predicted=13.258621, expected=8.000000 predicted=9.080085, expected=8.000000 predicted=7.956464, expected=20.000000 predicted=11.367015, expected=12.000000 predicted=11.273544, expected=16.000000 predicted=10.122791, expected=20.000000 predicted=13.296318, expected=8.000000 predicted=12.007455, expected=20.000000 predicted=17.093883, expected=20.000000 predicted=15.911704, expected=20.000000 predicted=17.807540, expected=8.000000 predicted=15.195792, expected=12.000000 predicted=12.449272, expected=16.000000 predicted=17.061961, expected=8.000000 predicted=14.867784, expected=12.000000 predicted=13.850414, expected=12.000000 predicted=10.656082, expected=8.000000 predicted=11.182374, expected=24.000000 predicted=15.377867, expected=20.000000 predicted=13.958253, expected=12.000000 predicted=13.582943, expected=16.000000 predicted=13.950018, expected=20.000000 predicted=15.506092, expected=20.000000 predicted=20.422171, expected=24.000000 predicted=19.649329, expected=16.000000 predicted=16.266818, expected=8.000000 predicted=15.338039, expected=8.000000 predicted=15.344596, expected=16.000000 predicted=16.823163, expected=32.000000 predicted=21.662895, expected=16.000000 predicted=16.247181, expected=8.000000 predicted=11.318142, expected=8.000000 predicted=11.465938, expected=4.000000 predicted=13.508377, expected=36.000000 predicted=23.866471, expected=32.000000 predicted=20.006507, expected=28.000000 predicted=17.868048, expected=12.000000 predicted=14.587463, expected=20.000000 predicted=17.489386, expected=12.000000 predicted=24.938066, expected=20.000000 predicted=23.547038, expected=16.000000 predicted=19.887439, expected=8.000000 predicted=13.120946, expected=8.000000 predicted=13.932794, expected=16.000000 predicted=13.695336, expected=16.000000 predicted=16.145441, expected=4.000000 predicted=11.078010, expected=12.000000 predicted=9.701003, expected=28.000000 predicted=15.189311, expected=12.000000 predicted=15.179433, expected=8.000000 predicted=12.267272, expected=16.000000 predicted=11.147617, expected=20.000000 predicted=16.530596, expected=16.000000 predicted=19.210426, expected=8.000000 predicted=11.723817, expected=4.000000 predicted=9.557739, expected=16.000000 predicted=14.554205, expected=12.000000 predicted=14.721875, expected=4.000000 predicted=10.250550, expected=24.000000 predicted=12.081261, expected=32.000000 predicted=16.062368, expected=12.000000 predicted=15.868765, expected=12.000000 predicted=13.329614, expected=16.000000 predicted=13.710397, expected=16.000000 predicted=20.200207, expected=16.000000 predicted=20.317832, expected=16.000000 predicted=14.131656, expected=12.000000 predicted=13.620708, expected=4.000000 predicted=12.322931, expected=16.000000 predicted=14.306557, expected=4.000000 predicted=11.554868, expected=28.000000 predicted=16.236758, expected=12.000000 predicted=12.465976, expected=28.000000 predicted=14.653004, expected=32.000000 predicted=20.663394, expected=44.000000 predicted=23.726253, expected=28.000000 predicted=28.074196, expected=4.000000 predicted=17.880025, expected=20.000000 predicted=24.927716, expected=40.000000 predicted=32.116556, expected=12.000000 predicted=27.636546, expected=8.000000 predicted=17.801910, expected=16.000000 predicted=13.635021, expected=4.000000 predicted=16.317460, expected=12.000000 predicted=19.983512, expected=8.000000 predicted=10.065243, expected=28.000000 predicted=14.421865, expected=32.000000 predicted=19.112680, expected=20.000000 predicted=14.793420, expected=12.000000 predicted=15.274069, expected=16.000000 predicted=16.355504, expected=4.000000 predicted=18.711412, expected=8.000000 predicted=17.684626, expected=20.000000 predicted=15.977170, expected=8.000000 predicted=11.323642, expected=16.000000 predicted=13.094483, expected=16.000000 predicted=10.823235, expected=12.000000 predicted=12.215693, expected=8.000000 predicted=13.532585, expected=20.000000 predicted=13.323580, expected=32.000000 predicted=19.873197, expected=12.000000 predicted=15.777610, expected=16.000000 predicted=14.817342, expected=4.000000 predicted=11.770476, expected=8.000000 predicted=15.519063, expected=28.000000 predicted=21.968352, expected=28.000000 predicted=17.710220, expected=8.000000 predicted=13.741627, expected=12.000000 predicted=11.074112, expected=8.000000 predicted=12.849818, expected=12.000000 predicted=18.473839, expected=12.000000 predicted=16.208463, expected=16.000000 predicted=11.457460, expected=32.000000 predicted=17.379498, expected=32.000000 predicted=18.778930, expected=20.000000 predicted=18.305553, expected=8.000000 predicted=15.536383, expected=36.000000 predicted=24.507116, expected=16.000000 predicted=25.146658, expected=8.000000 predicted=20.301092, expected=16.000000 predicted=17.083110, expected=36.000000 predicted=20.966708, expected=24.000000 predicted=25.919840, expected=4.000000 predicted=14.056984, expected=20.000000 predicted=15.891964, expected=8.000000 predicted=16.603079, expected=4.000000 predicted=18.371181, expected=16.000000 predicted=15.380668, expected=32.000000 predicted=15.421769, expected=24.000000 predicted=18.983718, expected=24.000000 predicted=16.318166, expected=8.000000 predicted=12.942623, expected=8.000000 predicted=16.384760, expected=20.000000 predicted=22.466910, expected=4.000000 predicted=15.202470, expected=20.000000 predicted=16.913813, expected=8.000000 predicted=10.015804, expected=8.000000 predicted=10.155582, expected=4.000000 predicted=11.201702, expected=12.000000 predicted=8.962437, expected=12.000000 predicted=12.940139, expected=20.000000 predicted=11.691423, expected=12.000000 predicted=10.528440, expected=12.000000 predicted=10.114387, expected=8.000000 predicted=11.600940, expected=16.000000 Test MSE: 90.765
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966])] predicted=110.987379, expected=72.000000 predicted=124.346436, expected=80.000000 predicted=117.010275, expected=180.000000 predicted=108.450740, expected=132.000000 predicted=117.433827, expected=116.000000 predicted=107.102735, expected=100.000000 predicted=94.933245, expected=128.000000 predicted=119.785705, expected=76.000000 predicted=127.442173, expected=120.000000 predicted=112.264872, expected=96.000000 predicted=106.987926, expected=120.000000 predicted=110.053125, expected=48.000000 predicted=93.698994, expected=128.000000 predicted=93.765757, expected=140.000000 predicted=118.915800, expected=68.000000 predicted=103.638326, expected=88.000000 predicted=86.693493, expected=124.000000 predicted=95.037557, expected=68.000000 predicted=110.991743, expected=116.000000 predicted=101.578221, expected=88.000000 predicted=88.729091, expected=76.000000 predicted=92.800923, expected=68.000000 predicted=86.082978, expected=108.000000 predicted=88.252264, expected=136.000000 predicted=110.389299, expected=108.000000 predicted=101.375331, expected=112.000000 predicted=93.787946, expected=112.000000 predicted=100.089554, expected=92.000000 predicted=110.481408, expected=84.000000 predicted=105.782186, expected=144.000000 predicted=111.853634, expected=144.000000 predicted=125.227230, expected=132.000000 predicted=120.712447, expected=108.000000 predicted=106.678270, expected=96.000000 predicted=107.769762, expected=100.000000 predicted=120.383509, expected=88.000000 predicted=114.617631, expected=128.000000 predicted=114.144737, expected=132.000000 predicted=114.853426, expected=168.000000 predicted=124.137365, expected=116.000000 predicted=118.544117, expected=136.000000 predicted=118.771883, expected=132.000000 predicted=131.969473, expected=96.000000 predicted=129.749780, expected=120.000000 predicted=127.233243, expected=136.000000 predicted=125.341607, expected=104.000000 predicted=125.330777, expected=120.000000 predicted=115.468033, expected=112.000000 predicted=111.258420, expected=124.000000 predicted=121.965957, expected=80.000000 predicted=111.209864, expected=128.000000 predicted=108.937032, expected=96.000000 predicted=112.270998, expected=112.000000 predicted=110.655038, expected=84.000000 predicted=101.240983, expected=84.000000 predicted=92.994387, expected=88.000000 predicted=99.325168, expected=68.000000 predicted=89.241955, expected=136.000000 predicted=100.904089, expected=124.000000 predicted=104.820430, expected=112.000000 predicted=102.470539, expected=96.000000 predicted=93.905268, expected=84.000000 predicted=94.807204, expected=104.000000 predicted=111.581372, expected=100.000000 predicted=108.537273, expected=92.000000 predicted=99.896460, expected=136.000000 predicted=103.100306, expected=204.000000 predicted=130.813823, expected=116.000000 predicted=129.245449, expected=72.000000 predicted=100.074791, expected=200.000000 predicted=127.782364, expected=92.000000 predicted=148.287437, expected=156.000000 predicted=147.038372, expected=164.000000 predicted=128.720091, expected=184.000000 predicted=149.637866, expected=92.000000 predicted=146.023056, expected=120.000000 predicted=117.855780, expected=212.000000 predicted=161.441990, expected=92.000000 predicted=155.717184, expected=88.000000 predicted=122.741973, expected=96.000000 predicted=101.279101, expected=128.000000 predicted=131.626902, expected=88.000000 predicted=129.551663, expected=120.000000 predicted=99.489558, expected=136.000000 predicted=109.618784, expected=48.000000 predicted=99.337589, expected=104.000000 predicted=97.741198, expected=124.000000 predicted=105.462127, expected=128.000000 predicted=122.198409, expected=88.000000 predicted=103.844703, expected=92.000000 predicted=85.205881, expected=112.000000 predicted=107.081365, expected=64.000000 predicted=103.783201, expected=132.000000 predicted=105.714713, expected=132.000000 predicted=108.189341, expected=136.000000 predicted=116.324988, expected=88.000000 predicted=103.841529, expected=72.000000 predicted=90.349686, expected=148.000000 predicted=121.032282, expected=100.000000 predicted=122.681713, expected=116.000000 predicted=112.634509, expected=168.000000 predicted=113.595214, expected=160.000000 predicted=131.812037, expected=140.000000 predicted=139.509264, expected=68.000000 predicted=109.351099, expected=156.000000 predicted=129.102176, expected=72.000000 predicted=132.899263, expected=108.000000 predicted=120.986692, expected=124.000000 predicted=112.242109, expected=64.000000 predicted=97.723781, expected=112.000000 predicted=106.060440, expected=128.000000 predicted=102.279863, expected=164.000000 predicted=127.668378, expected=96.000000 predicted=113.727464, expected=128.000000 predicted=104.238674, expected=180.000000 predicted=136.344290, expected=136.000000 predicted=146.209128, expected=80.000000 predicted=124.048418, expected=60.000000 predicted=95.636646, expected=64.000000 predicted=104.762261, expected=60.000000 predicted=105.440293, expected=68.000000 predicted=84.512368, expected=132.000000 predicted=84.966466, expected=132.000000 predicted=94.420441, expected=96.000000 predicted=89.771904, expected=96.000000 predicted=85.445735, expected=100.000000 predicted=98.018784, expected=64.000000 predicted=103.997070, expected=116.000000 predicted=103.619480, expected=112.000000 predicted=102.194514, expected=120.000000 predicted=106.051450, expected=104.000000 predicted=99.811254, expected=124.000000 predicted=102.552587, expected=184.000000 predicted=133.845439, expected=76.000000 predicted=119.483675, expected=92.000000 predicted=105.052392, expected=136.000000 predicted=114.772587, expected=140.000000 predicted=137.344463, expected=136.000000 predicted=135.757309, expected=124.000000 predicted=110.184396, expected=104.000000 predicted=114.548227, expected=84.000000 predicted=115.958474, expected=100.000000 predicted=114.415644, expected=152.000000 predicted=125.776726, expected=120.000000 predicted=121.599148, expected=108.000000 predicted=107.442319, expected=92.000000 predicted=99.002183, expected=120.000000 predicted=114.388998, expected=96.000000 predicted=119.301498, expected=124.000000 predicted=112.621333, expected=92.000000 predicted=103.809619, expected=136.000000 predicted=110.546300, expected=120.000000 predicted=117.117293, expected=68.000000 predicted=101.128857, expected=112.000000 predicted=103.822967, expected=88.000000 predicted=102.632809, expected=96.000000 predicted=108.393970, expected=152.000000 predicted=111.145235, expected=116.000000 predicted=107.995824, expected=88.000000 predicted=104.098413, expected=80.000000 predicted=91.834149, expected=96.000000 predicted=103.295500, expected=60.000000 predicted=102.826262, expected=148.000000 predicted=104.700603, expected=156.000000 predicted=114.440013, expected=208.000000 predicted=135.072021, expected=96.000000 predicted=118.083516, expected=96.000000 predicted=105.839689, expected=116.000000 predicted=130.009412, expected=60.000000 predicted=126.233231, expected=132.000000 predicted=127.318830, expected=92.000000 predicted=100.680328, expected=144.000000 predicted=111.942707, expected=120.000000 predicted=111.501911, expected=80.000000 predicted=97.253933, expected=140.000000 predicted=115.500847, expected=60.000000 predicted=103.643532, expected=80.000000 predicted=102.895879, expected=116.000000 predicted=99.908325, expected=176.000000 predicted=122.442328, expected=100.000000 predicted=118.262055, expected=96.000000 predicted=90.637386, expected=124.000000 predicted=106.387053, expected=60.000000 predicted=112.324950, expected=88.000000 predicted=108.941904, expected=116.000000 predicted=99.068095, expected=104.000000 predicted=105.209923, expected=100.000000 predicted=99.866936, expected=88.000000 predicted=85.455869, expected=84.000000 predicted=93.386041, expected=84.000000 predicted=96.378040, expected=76.000000 predicted=89.827623, expected=136.000000 predicted=100.320271, expected=108.000000 predicted=101.101345, expected=124.000000 predicted=102.169883, expected=124.000000 predicted=104.497074, expected=164.000000 predicted=123.933803, expected=76.000000 predicted=119.863674, expected=100.000000 predicted=106.533711, expected=120.000000 predicted=116.416586, expected=152.000000 predicted=134.077876, expected=80.000000 predicted=118.307482, expected=88.000000 predicted=91.045458, expected=144.000000 predicted=113.399267, expected=44.000000 predicted=107.179766, expected=72.000000 predicted=93.194391, expected=140.000000 predicted=95.196271, expected=108.000000 predicted=110.354573, expected=84.000000 predicted=100.016238, expected=88.000000 predicted=76.937630, expected=156.000000 predicted=111.309263, expected=92.000000 predicted=118.653194, expected=116.000000 predicted=105.052221, expected=152.000000 predicted=112.378334, expected=156.000000 predicted=132.316968, expected=92.000000 predicted=126.061045, expected=80.000000 predicted=100.685193, expected=116.000000 predicted=115.428134, expected=88.000000 predicted=120.688230, expected=84.000000 predicted=105.946813, expected=104.000000 predicted=92.195848, expected=112.000000 predicted=99.795203, expected=256.000000 predicted=144.275716, expected=124.000000 predicted=132.235866, expected=180.000000 predicted=134.223219, expected=52.000000 predicted=116.612632, expected=52.000000 predicted=115.122462, expected=108.000000 predicted=135.650223, expected=176.000000 predicted=136.078073, expected=128.000000 predicted=132.128637, expected=112.000000 predicted=93.404360, expected=196.000000 predicted=122.553579, expected=80.000000 predicted=131.539102, expected=92.000000 predicted=125.130317, expected=168.000000 predicted=128.058107, expected=120.000000 predicted=136.681342, expected=148.000000 predicted=141.521797, expected=96.000000 predicted=106.690879, expected=212.000000 predicted=142.202926, expected=248.000000 predicted=182.978739, expected=268.000000 predicted=194.918200, expected=120.000000 predicted=165.342725, expected=236.000000 predicted=177.454922, expected=132.000000 predicted=199.405851, expected=140.000000 predicted=192.739390, expected=188.000000 predicted=185.268812, expected=92.000000 predicted=148.785955, expected=80.000000 predicted=140.235915, expected=104.000000 predicted=115.207159, expected=76.000000 predicted=117.168458, expected=100.000000 predicted=114.238385, expected=104.000000 predicted=93.992448, expected=96.000000 predicted=94.311492, expected=72.000000 predicted=88.825058, expected=144.000000 predicted=99.834911, expected=108.000000 predicted=109.337629, expected=100.000000 predicted=103.721903, expected=152.000000 predicted=110.601782, expected=48.000000 predicted=97.938797, expected=60.000000 predicted=94.824307, expected=136.000000 predicted=101.487393, expected=116.000000 predicted=114.578390, expected=72.000000 predicted=100.677530, expected=80.000000 predicted=72.584268, expected=120.000000 predicted=96.014817, expected=48.000000 predicted=98.690622, expected=104.000000 predicted=90.374214, expected=112.000000 predicted=90.406906, expected=80.000000 predicted=93.201675, expected=72.000000 predicted=86.015256, expected=60.000000 predicted=70.704211, expected=112.000000 predicted=94.748830, expected=72.000000 predicted=89.870059, expected=88.000000 predicted=80.544433, expected=96.000000 predicted=81.272573, expected=72.000000 predicted=81.608284, expected=84.000000 predicted=87.418563, expected=76.000000 predicted=79.093639, expected=116.000000 predicted=92.962013, expected=72.000000 predicted=87.345436, expected=88.000000 predicted=81.730466, expected=108.000000 predicted=90.191567, expected=120.000000 predicted=101.125429, expected=112.000000 predicted=106.252976, expected=108.000000 predicted=97.589072, expected=88.000000 predicted=98.728781, expected=72.000000 predicted=96.665325, expected=100.000000 predicted=100.576918, expected=88.000000 predicted=98.095915, expected=56.000000 predicted=84.458490, expected=68.000000 predicted=74.149037, expected=100.000000 predicted=82.500132, expected=132.000000 predicted=101.428883, expected=48.000000 predicted=80.668736, expected=92.000000 predicted=74.081428, expected=96.000000 predicted=86.912662, expected=108.000000 predicted=103.058492, expected=80.000000 predicted=94.548572, expected=52.000000 predicted=69.945646, expected=76.000000 predicted=80.301687, expected=60.000000 predicted=80.000629, expected=72.000000 predicted=78.621057, expected=88.000000 predicted=73.790027, expected=132.000000 predicted=85.929591, expected=96.000000 predicted=90.240849, expected=68.000000 predicted=78.340083, expected=128.000000 predicted=93.600837, expected=84.000000 predicted=100.783672, expected=76.000000 predicted=98.034169, expected=84.000000 predicted=84.858576, expected=80.000000 predicted=85.570700, expected=64.000000 predicted=87.897056, expected=84.000000 predicted=78.218912, expected=136.000000 predicted=93.694352, expected=56.000000 predicted=84.975635, expected=84.000000 predicted=78.416019, expected=80.000000 predicted=78.456553, expected=152.000000 predicted=107.823351, expected=96.000000 predicted=107.867036, expected=40.000000 predicted=73.418837, expected=100.000000 predicted=83.734704, expected=88.000000 predicted=95.333553, expected=112.000000 predicted=108.821969, expected=104.000000 predicted=91.261747, expected=88.000000 predicted=83.615094, expected=20.000000 predicted=75.659093, expected=72.000000 predicted=75.371690, expected=96.000000 predicted=89.558775, expected=72.000000 predicted=83.678255, expected=60.000000 predicted=65.812811, expected=60.000000 predicted=55.395094, expected=80.000000 predicted=74.562608, expected=76.000000 predicted=78.341632, expected=68.000000 predicted=69.462024, expected=124.000000 predicted=80.585716, expected=64.000000 predicted=78.146742, expected=84.000000 predicted=80.092764, expected=96.000000 predicted=83.074425, expected=64.000000 predicted=82.629472, expected=64.000000 predicted=81.938903, expected=64.000000 predicted=69.001513, expected=92.000000 predicted=81.160406, expected=84.000000 predicted=81.985986, expected=120.000000 predicted=84.639098, expected=88.000000 predicted=84.236879, expected=192.000000 predicted=112.455696, expected=96.000000 predicted=112.532528, expected=92.000000 predicted=103.584511, expected=104.000000 predicted=107.281614, expected=48.000000 predicted=98.706318, expected=84.000000 predicted=106.525808, expected=88.000000 predicted=87.108504, expected=56.000000 predicted=80.463340, expected=60.000000 predicted=71.132060, expected=52.000000 predicted=60.090161, expected=48.000000 predicted=65.122179, expected=64.000000 predicted=63.689980, expected=56.000000 predicted=57.071358, expected=124.000000 predicted=74.066243, expected=732.000000 predicted=259.299714, expected=100.000000 predicted=206.898600, expected=648.000000 predicted=246.476764, expected=932.000000 predicted=465.102335, expected=228.000000 predicted=548.758846, expected=56.000000 predicted=482.317349, expected=112.000000 predicted=165.118183, expected=132.000000 predicted=319.570590, expected=92.000000 predicted=292.026158, expected=56.000000 predicted=105.811735, expected=136.000000 predicted=97.726719, expected=1312.000000 predicted=574.269030, expected=152.000000 predicted=363.992331, expected=208.000000 predicted=430.709424, expected=156.000000 predicted=240.740994, expected=112.000000 predicted=286.877692, expected=136.000000 predicted=373.182513, expected=60.000000 predicted=117.906163, expected=76.000000 predicted=111.823721, expected=272.000000 predicted=153.640833, expected=100.000000 predicted=130.276120, expected=104.000000 predicted=133.505820, expected=64.000000 predicted=93.114362, expected=80.000000 predicted=102.850436, expected=108.000000 predicted=114.091110, expected=80.000000 predicted=89.150436, expected=92.000000 predicted=90.408486, expected=88.000000 predicted=84.506620, expected=100.000000 predicted=93.065913, expected=48.000000 predicted=79.297116, expected=148.000000 predicted=101.178188, expected=84.000000 predicted=91.509780, expected=108.000000 predicted=103.610977, expected=152.000000 predicted=112.516825, expected=112.000000 predicted=112.514259, expected=96.000000 predicted=115.885441, expected=64.000000 predicted=92.300018, expected=88.000000 predicted=95.928255, expected=128.000000 predicted=107.261584, expected=188.000000 predicted=129.636257, expected=92.000000 predicted=114.034019, expected=92.000000 predicted=108.736304, expected=92.000000 predicted=101.750563, expected=96.000000 predicted=108.167821, expected=124.000000 predicted=115.143423, expected=92.000000 predicted=98.638859, expected=112.000000 predicted=104.659611, expected=152.000000 predicted=117.347419, expected=132.000000 predicted=123.705754, expected=124.000000 predicted=126.538267, expected=68.000000 predicted=104.112308, expected=80.000000 predicted=101.476879, expected=64.000000 predicted=90.254976, expected=88.000000 predicted=90.028687, expected=116.000000 predicted=94.115401, expected=200.000000 predicted=123.927475, expected=72.000000 predicted=105.452546, expected=120.000000 predicted=115.223320, expected=92.000000 predicted=102.678835, expected=60.000000 predicted=100.501476, expected=132.000000 predicted=112.293237, expected=120.000000 predicted=102.657281, expected=84.000000 predicted=103.747159, expected=28.000000 predicted=74.467775, expected=64.000000 predicted=71.518893, expected=136.000000 predicted=96.215934, expected=68.000000 predicted=85.507319, expected=60.000000 predicted=75.659781, expected=92.000000 predicted=72.995361, expected=72.000000 predicted=78.972888, expected=104.000000 predicted=92.837557, expected=76.000000 predicted=78.583342, expected=100.000000 predicted=88.276896, expected=56.000000 Test MSE: 9633.472
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579])] predicted=57.253765, expected=120.000000 predicted=74.864053, expected=48.000000 predicted=52.049429, expected=52.000000 predicted=49.184046, expected=68.000000 predicted=71.870906, expected=40.000000 predicted=55.670264, expected=88.000000 predicted=97.555349, expected=128.000000 predicted=82.748177, expected=84.000000 predicted=66.715586, expected=60.000000 predicted=71.477222, expected=52.000000 predicted=55.552745, expected=48.000000 predicted=68.217355, expected=52.000000 predicted=83.826605, expected=76.000000 predicted=75.247194, expected=120.000000 predicted=84.427756, expected=128.000000 predicted=86.271615, expected=64.000000 predicted=61.861646, expected=56.000000 predicted=65.933374, expected=92.000000 predicted=86.306534, expected=28.000000 predicted=69.224457, expected=72.000000 predicted=97.353396, expected=88.000000 predicted=72.480203, expected=64.000000 predicted=58.246620, expected=68.000000 predicted=80.209175, expected=84.000000 predicted=59.496682, expected=36.000000 predicted=54.556069, expected=72.000000 predicted=80.554691, expected=36.000000 predicted=49.660525, expected=112.000000 predicted=86.266296, expected=128.000000 predicted=96.793533, expected=16.000000 predicted=32.674651, expected=28.000000 predicted=62.647333, expected=36.000000 predicted=40.559727, expected=48.000000 predicted=70.917795, expected=52.000000 predicted=79.393633, expected=80.000000 predicted=47.796202, expected=104.000000 predicted=63.954791, expected=80.000000 predicted=59.222786, expected=32.000000 predicted=47.852370, expected=28.000000 predicted=48.389348, expected=52.000000 predicted=64.154880, expected=40.000000 predicted=63.985737, expected=100.000000 predicted=83.275550, expected=112.000000 predicted=67.500808, expected=104.000000 predicted=67.792610, expected=68.000000 predicted=66.801654, expected=96.000000 predicted=75.826293, expected=44.000000 predicted=72.063976, expected=56.000000 predicted=84.326917, expected=108.000000 predicted=100.193963, expected=108.000000 predicted=81.906266, expected=60.000000 predicted=78.016225, expected=72.000000 predicted=66.875587, expected=60.000000 predicted=61.165611, expected=52.000000 predicted=77.481062, expected=60.000000 predicted=80.646183, expected=56.000000 predicted=57.256692, expected=92.000000 predicted=78.713072, expected=64.000000 predicted=60.257039, expected=48.000000 predicted=54.217134, expected=56.000000 predicted=60.929194, expected=44.000000 predicted=50.300602, expected=52.000000 predicted=68.690072, expected=88.000000 predicted=72.260013, expected=28.000000 predicted=37.932051, expected=48.000000 predicted=56.177338, expected=88.000000 predicted=64.413098, expected=48.000000 predicted=47.212503, expected=72.000000 predicted=79.132162, expected=48.000000 predicted=41.456036, expected=84.000000 predicted=66.643422, expected=88.000000 predicted=82.438322, expected=60.000000 predicted=56.145688, expected=72.000000 predicted=74.488982, expected=72.000000 predicted=61.967352, expected=88.000000 predicted=83.291742, expected=56.000000 predicted=70.749373, expected=124.000000 predicted=92.150502, expected=116.000000 predicted=89.343098, expected=84.000000 predicted=80.785007, expected=52.000000 predicted=77.169999, expected=68.000000 predicted=68.739046, expected=36.000000 predicted=76.193769, expected=36.000000 predicted=73.077143, expected=84.000000 predicted=78.873804, expected=80.000000 predicted=60.800004, expected=32.000000 predicted=51.008843, expected=68.000000 predicted=58.001396, expected=64.000000 predicted=49.969011, expected=40.000000 predicted=59.828310, expected=60.000000 predicted=69.411874, expected=112.000000 predicted=69.647439, expected=108.000000 predicted=81.790770, expected=52.000000 predicted=62.075133, expected=28.000000 predicted=46.259936, expected=56.000000 predicted=61.652607, expected=60.000000 predicted=77.410924, expected=80.000000 predicted=85.825975, expected=72.000000 predicted=60.918634, expected=120.000000 predicted=75.476185, expected=68.000000 predicted=62.632617, expected=60.000000 predicted=66.973010, expected=80.000000 predicted=81.919787, expected=24.000000 predicted=48.829559, expected=68.000000 predicted=91.192459, expected=120.000000 predicted=86.952984, expected=68.000000 predicted=60.309391, expected=64.000000 predicted=76.600143, expected=56.000000 predicted=47.955751, expected=68.000000 predicted=68.168491, expected=20.000000 predicted=66.177562, expected=68.000000 predicted=68.520358, expected=100.000000 predicted=75.145297, expected=72.000000 predicted=60.677034, expected=120.000000 predicted=94.295525, expected=44.000000 predicted=38.637054, expected=76.000000 predicted=78.246886, expected=56.000000 predicted=76.177394, expected=48.000000 predicted=60.813347, expected=84.000000 predicted=95.450524, expected=76.000000 predicted=58.502134, expected=88.000000 predicted=80.195424, expected=40.000000 predicted=51.831777, expected=52.000000 predicted=56.297647, expected=40.000000 predicted=60.636793, expected=72.000000 predicted=70.315903, expected=96.000000 predicted=83.878409, expected=92.000000 predicted=65.067407, expected=68.000000 predicted=63.792664, expected=60.000000 predicted=57.388677, expected=76.000000 predicted=75.049736, expected=52.000000 predicted=71.378776, expected=52.000000 predicted=71.267208, expected=84.000000 predicted=73.988646, expected=80.000000 predicted=66.975041, expected=48.000000 predicted=62.591285, expected=84.000000 predicted=71.073132, expected=52.000000 predicted=52.722179, expected=76.000000 predicted=78.914441, expected=76.000000 predicted=75.088079, expected=92.000000 predicted=70.266811, expected=116.000000 predicted=96.142269, expected=52.000000 predicted=56.553762, expected=64.000000 predicted=76.500652, expected=52.000000 predicted=65.644299, expected=56.000000 predicted=71.933303, expected=72.000000 predicted=87.023295, expected=68.000000 predicted=59.085088, expected=92.000000 predicted=76.344974, expected=44.000000 predicted=50.492748, expected=40.000000 predicted=53.935544, expected=48.000000 predicted=60.098057, expected=32.000000 predicted=48.419034, expected=44.000000 predicted=63.501880, expected=128.000000 predicted=79.635322, expected=112.000000 predicted=69.765469, expected=64.000000 predicted=61.692355, expected=64.000000 predicted=59.595713, expected=60.000000 predicted=57.728197, expected=36.000000 predicted=78.095258, expected=60.000000 predicted=81.685181, expected=48.000000 predicted=53.588164, expected=132.000000 predicted=92.180854, expected=104.000000 predicted=76.240157, expected=36.000000 predicted=45.744033, expected=32.000000 predicted=56.789960, expected=68.000000 predicted=60.269751, expected=84.000000 predicted=95.517819, expected=128.000000 predicted=106.016547, expected=88.000000 predicted=63.452954, expected=88.000000 predicted=69.155444, expected=44.000000 predicted=62.731013, expected=32.000000 predicted=63.246809, expected=80.000000 predicted=97.248093, expected=80.000000 predicted=76.132835, expected=68.000000 predicted=74.476380, expected=68.000000 predicted=59.567723, expected=48.000000 predicted=45.459694, expected=36.000000 predicted=59.261867, expected=40.000000 predicted=58.948679, expected=64.000000 predicted=62.248712, expected=68.000000 predicted=62.835035, expected=72.000000 predicted=59.034718, expected=124.000000 predicted=79.105769, expected=68.000000 predicted=55.661535, expected=36.000000 predicted=58.329135, expected=40.000000 predicted=59.446143, expected=52.000000 predicted=60.640901, expected=48.000000 predicted=77.225192, expected=92.000000 predicted=75.274984, expected=120.000000 predicted=74.088781, expected=76.000000 predicted=60.040148, expected=52.000000 predicted=60.635395, expected=52.000000 predicted=57.144724, expected=8.000000 predicted=50.731798, expected=40.000000 predicted=75.570349, expected=104.000000 predicted=80.519801, expected=68.000000 predicted=54.045491, expected=100.000000 predicted=77.198646, expected=84.000000 predicted=51.224516, expected=60.000000 predicted=56.502490, expected=60.000000 predicted=82.508412, expected=56.000000 predicted=63.165958, expected=120.000000 predicted=103.426791, expected=96.000000 predicted=83.874593, expected=64.000000 predicted=67.032883, expected=56.000000 predicted=64.817639, expected=68.000000 predicted=65.246687, expected=40.000000 predicted=75.500052, expected=52.000000 predicted=72.095180, expected=48.000000 predicted=54.519611, expected=108.000000 predicted=78.228566, expected=76.000000 predicted=67.162015, expected=48.000000 predicted=50.378582, expected=68.000000 predicted=64.513882, expected=28.000000 predicted=40.898032, expected=64.000000 predicted=82.349397, expected=96.000000 predicted=79.061985, expected=148.000000 predicted=92.485172, expected=40.000000 predicted=55.714144, expected=48.000000 predicted=53.139085, expected=60.000000 predicted=65.049184, expected=44.000000 predicted=66.547000, expected=48.000000 predicted=89.851292, expected=72.000000 predicted=55.506393, expected=96.000000 predicted=68.673958, expected=88.000000 predicted=71.916019, expected=56.000000 predicted=55.182159, expected=44.000000 predicted=53.030915, expected=36.000000 predicted=56.050773, expected=72.000000 predicted=79.002542, expected=104.000000 predicted=87.209706, expected=104.000000 predicted=76.571318, expected=32.000000 predicted=44.537128, expected=68.000000 predicted=61.576530, expected=56.000000 predicted=62.987911, expected=28.000000 predicted=63.668352, expected=44.000000 predicted=71.026604, expected=36.000000 predicted=34.741424, expected=80.000000 predicted=69.164041, expected=60.000000 predicted=53.847826, expected=52.000000 predicted=43.901963, expected=48.000000 predicted=48.901665, expected=32.000000 predicted=37.491814, expected=48.000000 predicted=61.577084, expected=84.000000 predicted=67.164671, expected=84.000000 predicted=63.824487, expected=32.000000 predicted=43.282243, expected=84.000000 predicted=63.532122, expected=36.000000 predicted=42.578940, expected=36.000000 predicted=60.960441, expected=60.000000 predicted=68.405515, expected=48.000000 predicted=39.882381, expected=44.000000 predicted=61.043871, expected=92.000000 predicted=63.019846, expected=64.000000 predicted=48.882885, expected=52.000000 predicted=58.592623, expected=88.000000 predicted=69.403400, expected=124.000000 predicted=81.144505, expected=72.000000 predicted=79.313827, expected=108.000000 predicted=90.762530, expected=56.000000 predicted=58.932166, expected=40.000000 predicted=69.278408, expected=40.000000 predicted=79.742591, expected=20.000000 predicted=45.798720, expected=12.000000 predicted=55.412727, expected=52.000000 predicted=50.090419, expected=60.000000 predicted=44.537111, expected=68.000000 predicted=51.515216, expected=108.000000 predicted=64.011153, expected=80.000000 predicted=49.282410, expected=4.000000 predicted=36.558518, expected=12.000000 predicted=44.088600, expected=52.000000 predicted=56.335615, expected=64.000000 predicted=73.783612, expected=16.000000 predicted=43.934028, expected=36.000000 predicted=26.912634, expected=36.000000 predicted=25.659798, expected=48.000000 predicted=46.999736, expected=100.000000 predicted=75.358863, expected=52.000000 predicted=34.740757, expected=28.000000 predicted=39.347256, expected=48.000000 predicted=46.586455, expected=32.000000 predicted=39.534896, expected=68.000000 predicted=77.181500, expected=64.000000 predicted=54.083183, expected=60.000000 predicted=46.211425, expected=72.000000 predicted=60.796358, expected=92.000000 predicted=63.148484, expected=36.000000 predicted=52.926223, expected=48.000000 predicted=60.739382, expected=44.000000 predicted=52.184214, expected=88.000000 predicted=75.683444, expected=92.000000 predicted=83.716309, expected=72.000000 predicted=56.882945, expected=48.000000 predicted=53.958079, expected=76.000000 predicted=64.382267, expected=40.000000 predicted=61.660993, expected=40.000000 predicted=65.520106, expected=112.000000 predicted=86.973900, expected=92.000000 predicted=65.242949, expected=68.000000 predicted=73.446549, expected=52.000000 predicted=53.799755, expected=100.000000 predicted=73.407289, expected=44.000000 predicted=72.756604, expected=48.000000 predicted=71.820507, expected=64.000000 predicted=65.473367, expected=124.000000 predicted=83.645110, expected=44.000000 predicted=66.935596, expected=32.000000 predicted=48.293036, expected=68.000000 predicted=61.375562, expected=72.000000 predicted=63.453624, expected=60.000000 predicted=84.377101, expected=92.000000 predicted=69.243037, expected=96.000000 predicted=64.694653, expected=56.000000 predicted=63.956988, expected=44.000000 predicted=63.456002, expected=60.000000 predicted=62.355349, expected=24.000000 predicted=55.000761, expected=36.000000 predicted=63.633790, expected=80.000000 predicted=63.836153, expected=48.000000 predicted=42.760472, expected=32.000000 predicted=48.129176, expected=48.000000 predicted=40.348047, expected=40.000000 predicted=37.944816, expected=20.000000 predicted=47.497626, expected=40.000000 predicted=44.024071, expected=88.000000 predicted=56.056288, expected=80.000000 predicted=58.530171, expected=12.000000 predicted=31.145422, expected=56.000000 predicted=47.100908, expected=56.000000 predicted=46.158624, expected=68.000000 predicted=71.758478, expected=36.000000 predicted=55.880049, expected=40.000000 predicted=32.903940, expected=104.000000 predicted=76.470587, expected=32.000000 predicted=40.774765, expected=40.000000 predicted=58.504465, expected=40.000000 predicted=41.256732, expected=32.000000 predicted=36.450911, expected=64.000000 predicted=76.285249, expected=132.000000 predicted=76.262177, expected=96.000000 predicted=64.399003, expected=48.000000 predicted=53.335760, expected=68.000000 predicted=61.032232, expected=64.000000 predicted=64.585287, expected=40.000000 predicted=80.263256, expected=64.000000 predicted=77.622533, expected=40.000000 predicted=44.005839, expected=64.000000 predicted=64.803457, expected=20.000000 predicted=41.211186, expected=20.000000 predicted=34.393934, expected=40.000000 predicted=49.220591, expected=96.000000 predicted=61.783617, expected=28.000000 predicted=40.970990, expected=76.000000 predicted=54.323896, expected=80.000000 predicted=50.793003, expected=36.000000 predicted=40.643701, expected=48.000000 predicted=72.691039, expected=40.000000 predicted=37.100049, expected=28.000000 predicted=49.927511, expected=48.000000 predicted=60.235356, expected=68.000000 predicted=49.262309, expected=24.000000 predicted=35.261732, expected=16.000000 predicted=33.120329, expected=8.000000 predicted=21.325084, expected=24.000000 predicted=33.382457, expected=16.000000 predicted=35.543191, expected=28.000000 predicted=24.778936, expected=44.000000 predicted=28.397286, expected=92.000000 predicted=47.354928, expected=64.000000 predicted=42.268613, expected=32.000000 predicted=31.949456, expected=28.000000 predicted=35.762952, expected=16.000000 predicted=31.946035, expected=56.000000 predicted=66.952273, expected=64.000000 predicted=56.277341, expected=20.000000 predicted=27.185646, expected=32.000000 predicted=35.496656, expected=24.000000 predicted=22.628009, expected=32.000000 predicted=41.244001, expected=60.000000 predicted=56.145387, expected=56.000000 predicted=36.510007, expected=48.000000 predicted=41.389048, expected=56.000000 predicted=43.334563, expected=52.000000 predicted=43.649414, expected=40.000000 predicted=49.926476, expected=28.000000 predicted=43.217898, expected=36.000000 predicted=42.468451, expected=76.000000 predicted=61.317146, expected=40.000000 predicted=42.386546, expected=52.000000 predicted=48.954496, expected=44.000000 predicted=38.610128, expected=12.000000 predicted=27.312252, expected=20.000000 predicted=47.205398, expected=28.000000 predicted=32.214596, expected=48.000000 predicted=44.706641, expected=44.000000 predicted=40.144595, expected=88.000000 predicted=50.143662, expected=28.000000 predicted=25.900001, expected=52.000000 predicted=46.457324, expected=52.000000 predicted=49.632611, expected=16.000000 predicted=31.545604, expected=52.000000 predicted=66.931631, expected=116.000000 predicted=66.847479, expected=64.000000 predicted=53.340340, expected=36.000000 predicted=51.314197, expected=36.000000 predicted=35.827547, expected=52.000000 predicted=51.922059, expected=16.000000 predicted=58.731303, expected=16.000000 predicted=40.442476, expected=40.000000 predicted=36.893206, expected=28.000000 predicted=28.762995, expected=28.000000 predicted=37.947785, expected=36.000000 predicted=27.233367, expected=28.000000 predicted=22.892142, expected=52.000000 predicted=44.318753, expected=56.000000 predicted=40.177717, expected=64.000000 predicted=46.031097, expected=40.000000 predicted=39.980060, expected=32.000000 predicted=35.275049, expected=32.000000 predicted=42.837685, expected=36.000000 predicted=43.961914, expected=52.000000 predicted=53.547498, expected=56.000000 predicted=45.690917, expected=64.000000 predicted=48.065417, expected=28.000000 predicted=33.041856, expected=12.000000 predicted=29.793846, expected=16.000000 predicted=34.848632, expected=28.000000 predicted=37.853355, expected=28.000000 Test MSE: 681.511
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456])] predicted=15.382940, expected=12.000000 predicted=14.177859, expected=16.000000 predicted=12.125373, expected=12.000000 predicted=10.084329, expected=12.000000 predicted=10.617136, expected=24.000000 predicted=17.286835, expected=8.000000 predicted=11.645887, expected=12.000000 predicted=13.372249, expected=16.000000 predicted=14.517745, expected=20.000000 predicted=16.978486, expected=8.000000 predicted=12.827683, expected=16.000000 predicted=13.530793, expected=12.000000 predicted=13.354874, expected=16.000000 predicted=15.534294, expected=16.000000 predicted=15.203089, expected=16.000000 predicted=13.933193, expected=20.000000 predicted=16.959376, expected=16.000000 predicted=15.389488, expected=20.000000 predicted=17.883902, expected=4.000000 predicted=11.700097, expected=12.000000 predicted=14.535081, expected=24.000000 predicted=19.357841, expected=12.000000 predicted=13.909332, expected=12.000000 predicted=13.140249, expected=16.000000 predicted=13.205484, expected=20.000000 predicted=17.366770, expected=12.000000 predicted=15.109775, expected=8.000000 predicted=11.307914, expected=12.000000 predicted=13.187663, expected=8.000000 predicted=12.094561, expected=12.000000 predicted=12.900516, expected=12.000000 predicted=11.013536, expected=24.000000 predicted=15.635184, expected=4.000000 predicted=8.747030, expected=20.000000 predicted=14.774571, expected=8.000000 predicted=11.506984, expected=16.000000 predicted=14.934944, expected=16.000000 predicted=15.531955, expected=20.000000 predicted=14.936045, expected=8.000000 predicted=12.521353, expected=4.000000 predicted=9.259929, expected=12.000000 predicted=13.471202, expected=8.000000 predicted=11.406295, expected=8.000000 predicted=10.211833, expected=16.000000 predicted=10.969920, expected=16.000000 predicted=11.483529, expected=12.000000 predicted=11.418452, expected=4.000000 predicted=7.964506, expected=20.000000 predicted=14.947068, expected=16.000000 predicted=14.925780, expected=16.000000 predicted=14.329362, expected=44.000000 predicted=25.041866, expected=20.000000 predicted=17.487649, expected=4.000000 predicted=14.243571, expected=16.000000 predicted=18.470211, expected=8.000000 predicted=16.643899, expected=4.000000 predicted=15.813052, expected=8.000000 predicted=10.348753, expected=20.000000 predicted=12.911272, expected=20.000000 predicted=14.748031, expected=4.000000 predicted=7.294631, expected=24.000000 predicted=15.535944, expected=12.000000 predicted=13.271070, expected=52.000000 predicted=30.965272, expected=24.000000 predicted=21.065573, expected=44.000000 predicted=28.477811, expected=8.000000 predicted=20.567457, expected=12.000000 predicted=21.023361, expected=20.000000 predicted=28.550498, expected=28.000000 predicted=25.803776, expected=36.000000 predicted=29.181304, expected=36.000000 predicted=24.317927, expected=8.000000 predicted=16.544918, expected=8.000000 predicted=18.253578, expected=8.000000 predicted=19.472216, expected=8.000000 predicted=18.096450, expected=12.000000 predicted=15.405159, expected=16.000000 predicted=11.436323, expected=28.000000 predicted=16.800288, expected=20.000000 predicted=15.153140, expected=20.000000 predicted=16.308643, expected=20.000000 predicted=18.555725, expected=4.000000 predicted=13.919753, expected=4.000000 predicted=14.012727, expected=8.000000 predicted=12.975755, expected=8.000000 predicted=11.585774, expected=4.000000 predicted=7.797435, expected=12.000000 predicted=7.813064, expected=8.000000 predicted=7.156246, expected=20.000000 predicted=12.596667, expected=12.000000 predicted=10.284172, expected=12.000000 predicted=10.334107, expected=32.000000 predicted=20.262872, expected=20.000000 predicted=17.071934, expected=12.000000 predicted=15.452122, expected=12.000000 predicted=14.539665, expected=4.000000 predicted=12.560685, expected=8.000000 predicted=15.089062, expected=4.000000 predicted=9.558784, expected=8.000000 predicted=8.640788, expected=4.000000 predicted=6.290488, expected=24.000000 predicted=12.858970, expected=8.000000 predicted=8.331404, expected=8.000000 predicted=7.661404, expected=12.000000 predicted=10.620004, expected=8.000000 predicted=9.807368, expected=12.000000 predicted=13.110865, expected=8.000000 predicted=8.659557, expected=12.000000 predicted=10.397625, expected=8.000000 predicted=9.487227, expected=20.000000 predicted=13.622718, expected=16.000000 predicted=13.342969, expected=12.000000 predicted=11.506871, expected=8.000000 predicted=10.813292, expected=12.000000 predicted=12.427694, expected=4.000000 predicted=10.730661, expected=20.000000 predicted=14.962050, expected=16.000000 predicted=13.104147, expected=4.000000 predicted=7.864765, expected=4.000000 predicted=7.990033, expected=4.000000 predicted=7.566647, expected=8.000000 predicted=10.659214, expected=12.000000 predicted=9.953095, expected=44.000000 predicted=20.949814, expected=8.000000 predicted=9.554653, expected=20.000000 predicted=14.441533, expected=4.000000 predicted=11.700168, expected=16.000000 predicted=17.643838, expected=12.000000 predicted=18.906647, expected=20.000000 predicted=14.821318, expected=40.000000 predicted=24.717289, expected=20.000000 predicted=16.850371, expected=16.000000 predicted=17.476018, expected=4.000000 predicted=13.655389, expected=12.000000 predicted=18.233765, expected=4.000000 predicted=15.843988, expected=12.000000 predicted=12.707353, expected=12.000000 predicted=11.173720, expected=8.000000 predicted=7.830617, expected=4.000000 predicted=7.223433, expected=12.000000 predicted=9.362018, expected=16.000000 predicted=12.694887, expected=12.000000 predicted=10.858841, expected=16.000000 predicted=11.744922, expected=4.000000 predicted=7.826247, expected=36.000000 predicted=21.618884, expected=20.000000 predicted=18.065156, expected=24.000000 predicted=18.449005, expected=20.000000 predicted=18.809519, expected=16.000000 predicted=17.643999, expected=24.000000 predicted=24.962290, expected=20.000000 predicted=20.723953, expected=8.000000 predicted=15.834397, expected=8.000000 predicted=13.957637, expected=8.000000 predicted=13.261250, expected=4.000000 predicted=11.452274, expected=12.000000 predicted=11.663694, expected=12.000000 predicted=9.673332, expected=36.000000 predicted=19.278784, expected=12.000000 predicted=12.088618, expected=16.000000 predicted=13.143956, expected=12.000000 predicted=14.842324, expected=16.000000 predicted=17.342669, expected=36.000000 predicted=27.210503, expected=8.000000 predicted=13.413351, expected=32.000000 predicted=21.920367, expected=16.000000 predicted=18.360321, expected=16.000000 predicted=19.107351, expected=20.000000 predicted=21.976094, expected=12.000000 predicted=15.714493, expected=12.000000 predicted=17.440751, expected=20.000000 predicted=17.344679, expected=8.000000 predicted=13.231079, expected=12.000000 predicted=13.605001, expected=24.000000 predicted=17.249917, expected=4.000000 predicted=10.849558, expected=4.000000 predicted=9.706214, expected=8.000000 predicted=9.569879, expected=20.000000 predicted=15.351538, expected=12.000000 predicted=12.860689, expected=24.000000 predicted=13.792994, expected=4.000000 predicted=8.544535, expected=24.000000 predicted=16.891667, expected=12.000000 predicted=15.607094, expected=16.000000 predicted=15.172151, expected=48.000000 predicted=28.681908, expected=24.000000 predicted=20.687493, expected=20.000000 predicted=21.072518, expected=16.000000 predicted=19.146940, expected=20.000000 predicted=23.671920, expected=8.000000 predicted=21.449698, expected=24.000000 predicted=20.757277, expected=28.000000 predicted=22.189555, expected=24.000000 predicted=20.529006, expected=24.000000 predicted=20.880959, expected=12.000000 predicted=16.453466, expected=12.000000 predicted=18.778497, expected=16.000000 predicted=19.863820, expected=36.000000 predicted=26.033424, expected=44.000000 predicted=29.471140, expected=24.000000 predicted=21.396602, expected=12.000000 predicted=17.786555, expected=16.000000 predicted=21.962034, expected=8.000000 predicted=22.008097, expected=20.000000 predicted=23.461500, expected=20.000000 predicted=18.524428, expected=24.000000 predicted=18.083681, expected=20.000000 predicted=17.641103, expected=24.000000 predicted=19.260629, expected=16.000000 predicted=19.194442, expected=24.000000 predicted=21.989296, expected=20.000000 predicted=21.385767, expected=24.000000 predicted=21.987844, expected=28.000000 predicted=24.088867, expected=32.000000 predicted=25.457841, expected=32.000000 predicted=27.486464, expected=8.000000 predicted=18.486429, expected=36.000000 predicted=28.903556, expected=8.000000 predicted=21.119837, expected=4.000000 predicted=16.662304, expected=56.000000 predicted=33.538932, expected=44.000000 predicted=30.588118, expected=32.000000 predicted=29.084710, expected=24.000000 predicted=22.265417, expected=52.000000 predicted=38.046392, expected=40.000000 predicted=43.338698, expected=28.000000 predicted=34.134673, expected=56.000000 predicted=42.172412, expected=48.000000 predicted=42.301629, expected=44.000000 predicted=44.696098, expected=4.000000 predicted=26.761348, expected=68.000000 predicted=48.176967, expected=76.000000 predicted=58.869429, expected=4.000000 predicted=29.953531, expected=12.000000 predicted=28.452862, expected=32.000000 predicted=33.137570, expected=12.000000 predicted=33.318352, expected=32.000000 predicted=33.531604, expected=12.000000 predicted=14.066181, expected=16.000000 predicted=18.244113, expected=16.000000 predicted=19.986147, expected=16.000000 predicted=17.122182, expected=28.000000 predicted=23.096051, expected=8.000000 predicted=13.037963, expected=12.000000 predicted=14.921843, expected=16.000000 predicted=16.285710, expected=8.000000 predicted=13.517639, expected=8.000000 predicted=13.023430, expected=12.000000 predicted=10.956673, expected=4.000000 predicted=8.718837, expected=4.000000 predicted=8.051861, expected=12.000000 predicted=9.248322, expected=24.000000 predicted=14.142573, expected=12.000000 predicted=10.744552, expected=12.000000 predicted=10.257014, expected=24.000000 predicted=16.292448, expected=20.000000 predicted=17.697705, expected=8.000000 predicted=14.465282, expected=8.000000 predicted=12.208459, expected=16.000000 predicted=15.523894, expected=32.000000 predicted=22.621779, expected=24.000000 predicted=18.846376, expected=16.000000 predicted=15.222494, expected=8.000000 predicted=13.871701, expected=4.000000 predicted=14.128108, expected=20.000000 predicted=20.278634, expected=12.000000 predicted=14.311422, expected=8.000000 predicted=10.423077, expected=16.000000 predicted=12.097597, expected=20.000000 predicted=14.596938, expected=4.000000 predicted=10.946301, expected=16.000000 predicted=13.491702, expected=16.000000 predicted=13.753446, expected=8.000000 predicted=12.176487, expected=20.000000 predicted=15.897108, expected=20.000000 predicted=14.682510, expected=4.000000 predicted=11.161962, expected=20.000000 predicted=16.254525, expected=16.000000 predicted=14.594621, expected=8.000000 predicted=13.376389, expected=8.000000 predicted=11.795442, expected=8.000000 predicted=9.845549, expected=28.000000 predicted=19.123888, expected=16.000000 predicted=13.962311, expected=8.000000 predicted=10.382109, expected=8.000000 predicted=10.921258, expected=16.000000 predicted=14.920558, expected=24.000000 predicted=19.713548, expected=24.000000 predicted=17.451803, expected=12.000000 predicted=12.955572, expected=20.000000 predicted=17.296202, expected=8.000000 predicted=14.954638, expected=4.000000 predicted=13.565606, expected=8.000000 predicted=12.743203, expected=16.000000 predicted=13.228365, expected=8.000000 predicted=10.407399, expected=8.000000 predicted=8.087888, expected=16.000000 predicted=11.103789, expected=8.000000 predicted=9.711613, expected=4.000000 predicted=8.746159, expected=16.000000 predicted=11.608200, expected=12.000000 predicted=10.848163, expected=4.000000 predicted=8.585336, expected=8.000000 predicted=8.344384, expected=28.000000 predicted=16.040595, expected=16.000000 predicted=14.065667, expected=20.000000 predicted=15.150079, expected=16.000000 predicted=14.033664, expected=12.000000 predicted=15.047270, expected=28.000000 predicted=23.061166, expected=12.000000 predicted=15.503842, expected=20.000000 predicted=18.690366, expected=24.000000 predicted=19.626608, expected=4.000000 predicted=12.977101, expected=24.000000 predicted=21.095045, expected=20.000000 predicted=17.580380, expected=12.000000 predicted=16.233482, expected=20.000000 predicted=18.169986, expected=4.000000 predicted=10.682803, expected=4.000000 predicted=12.749774, expected=12.000000 predicted=13.025725, expected=8.000000 predicted=10.054197, expected=8.000000 predicted=9.626641, expected=4.000000 predicted=5.464868, expected=20.000000 predicted=12.042700, expected=4.000000 predicted=7.673007, expected=24.000000 predicted=14.407617, expected=12.000000 predicted=10.897632, expected=12.000000 predicted=11.945106, expected=4.000000 predicted=10.589928, expected=8.000000 predicted=10.167309, expected=4.000000 predicted=10.238325, expected=4.000000 predicted=7.112882, expected=16.000000 predicted=10.437584, expected=4.000000 predicted=5.435085, expected=12.000000 predicted=8.875273, expected=8.000000 predicted=7.324045, expected=4.000000 predicted=6.863552, expected=12.000000 predicted=10.518173, expected=8.000000 predicted=7.699964, expected=20.000000 predicted=13.177789, expected=8.000000 predicted=8.651436, expected=4.000000 predicted=7.457474, expected=16.000000 predicted=12.706438, expected=4.000000 predicted=8.542140, expected=4.000000 predicted=8.835751, expected=4.000000 predicted=5.992277, expected=4.000000 predicted=5.816962, expected=8.000000 predicted=7.752862, expected=12.000000 predicted=7.229503, expected=12.000000 predicted=7.918593, expected=12.000000 predicted=8.735544, expected=8.000000 predicted=8.288930, expected=24.000000 predicted=15.382670, expected=4.000000 predicted=9.490089, expected=4.000000 predicted=9.117698, expected=12.000000 predicted=11.230595, expected=8.000000 predicted=9.937540, expected=8.000000 predicted=10.384938, expected=20.000000 predicted=11.453417, expected=20.000000 predicted=13.176920, expected=16.000000 predicted=13.794552, expected=16.000000 predicted=13.995020, expected=16.000000 predicted=15.467457, expected=8.000000 predicted=14.375347, expected=20.000000 predicted=17.648669, expected=44.000000 predicted=25.971269, expected=12.000000 predicted=16.082022, expected=4.000000 predicted=13.203262, expected=20.000000 predicted=18.254885, expected=4.000000 predicted=15.265669, expected=12.000000 predicted=17.690298, expected=20.000000 predicted=13.714003, expected=8.000000 predicted=9.870121, expected=8.000000 predicted=11.362465, expected=12.000000 predicted=10.508006, expected=16.000000 predicted=13.857369, expected=8.000000 predicted=11.302069, expected=16.000000 predicted=12.174727, expected=16.000000 predicted=12.943601, expected=8.000000 predicted=11.371052, expected=12.000000 predicted=12.686449, expected=12.000000 predicted=11.783328, expected=16.000000 predicted=14.442312, expected=8.000000 predicted=10.931145, expected=16.000000 predicted=12.789589, expected=24.000000 predicted=16.712440, expected=24.000000 predicted=17.897151, expected=8.000000 predicted=13.158167, expected=20.000000 predicted=16.986707, expected=16.000000 predicted=17.484295, expected=12.000000 predicted=16.872936, expected=4.000000 predicted=12.006263, expected=12.000000 predicted=12.246086, expected=8.000000 predicted=11.827600, expected=8.000000 predicted=10.133370, expected=4.000000 predicted=7.066511, expected=8.000000 predicted=7.484398, expected=12.000000 predicted=9.814102, expected=4.000000 predicted=6.319380, expected=8.000000 predicted=7.478262, expected=4.000000 Test MSE: 104.482
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241])] predicted=25.942899, expected=16.000000 predicted=24.652889, expected=12.000000 predicted=25.307832, expected=20.000000 predicted=23.384819, expected=8.000000 predicted=16.175087, expected=16.000000 predicted=20.702924, expected=20.000000 predicted=16.759318, expected=76.000000 predicted=35.396462, expected=28.000000 predicted=21.116683, expected=16.000000 predicted=23.028957, expected=8.000000 predicted=23.844073, expected=20.000000 predicted=18.721986, expected=32.000000 predicted=42.780376, expected=28.000000 predicted=23.841204, expected=32.000000 predicted=25.001199, expected=16.000000 predicted=16.633441, expected=36.000000 predicted=28.752876, expected=28.000000 predicted=27.831430, expected=12.000000 predicted=21.295071, expected=28.000000 predicted=31.484529, expected=16.000000 predicted=16.033596, expected=28.000000 predicted=28.823066, expected=20.000000 predicted=23.465177, expected=40.000000 predicted=24.757972, expected=20.000000 predicted=23.703662, expected=16.000000 predicted=19.904077, expected=4.000000 predicted=20.095459, expected=44.000000 predicted=27.884718, expected=40.000000 predicted=30.967594, expected=20.000000 predicted=20.872824, expected=20.000000 predicted=25.861693, expected=24.000000 predicted=17.676986, expected=20.000000 predicted=28.140374, expected=24.000000 predicted=29.523533, expected=44.000000 predicted=29.303471, expected=48.000000 predicted=30.142108, expected=20.000000 predicted=25.081681, expected=32.000000 predicted=32.493158, expected=32.000000 predicted=29.044586, expected=4.000000 predicted=23.646591, expected=24.000000 predicted=36.209725, expected=32.000000 predicted=23.039088, expected=48.000000 predicted=32.279744, expected=28.000000 predicted=29.669922, expected=24.000000 predicted=21.391310, expected=24.000000 predicted=27.995240, expected=8.000000 predicted=20.772106, expected=16.000000 predicted=30.274084, expected=24.000000 predicted=23.020752, expected=52.000000 predicted=30.610779, expected=24.000000 predicted=22.385797, expected=16.000000 predicted=19.677536, expected=32.000000 predicted=28.423541, expected=8.000000 predicted=15.497735, expected=20.000000 predicted=33.497672, expected=20.000000 predicted=21.382220, expected=28.000000 predicted=19.144818, expected=36.000000 predicted=30.487207, expected=24.000000 predicted=17.737300, expected=20.000000 predicted=23.597017, expected=32.000000 predicted=27.195235, expected=12.000000 predicted=19.694782, expected=40.000000 predicted=35.347896, expected=44.000000 predicted=30.256040, expected=32.000000 predicted=25.388972, expected=20.000000 predicted=31.236591, expected=8.000000 predicted=17.418637, expected=8.000000 predicted=24.358443, expected=36.000000 predicted=32.917206, expected=36.000000 predicted=26.152280, expected=44.000000 predicted=29.513488, expected=20.000000 predicted=19.997355, expected=16.000000 predicted=19.679003, expected=32.000000 predicted=33.647939, expected=28.000000 predicted=27.243573, expected=32.000000 predicted=34.479093, expected=52.000000 predicted=34.648913, expected=16.000000 predicted=18.798456, expected=36.000000 predicted=37.173639, expected=40.000000 predicted=33.659046, expected=36.000000 predicted=30.946628, expected=24.000000 predicted=38.705436, expected=72.000000 predicted=42.565155, expected=28.000000 predicted=30.051327, expected=32.000000 predicted=40.189041, expected=28.000000 predicted=37.650918, expected=36.000000 predicted=28.663402, expected=16.000000 predicted=40.701057, expected=48.000000 predicted=36.665349, expected=56.000000 predicted=38.542061, expected=36.000000 predicted=31.274841, expected=32.000000 predicted=40.125281, expected=20.000000 predicted=25.183046, expected=16.000000 predicted=32.319830, expected=12.000000 predicted=32.054071, expected=12.000000 predicted=22.163442, expected=40.000000 predicted=30.174837, expected=12.000000 predicted=14.122234, expected=12.000000 predicted=17.846892, expected=36.000000 predicted=24.890061, expected=16.000000 predicted=11.895391, expected=20.000000 predicted=29.206068, expected=36.000000 predicted=24.705336, expected=56.000000 predicted=28.666947, expected=56.000000 predicted=41.157534, expected=48.000000 predicted=36.115750, expected=28.000000 predicted=32.806075, expected=28.000000 predicted=37.419463, expected=44.000000 predicted=46.565935, expected=16.000000 predicted=33.020813, expected=28.000000 predicted=38.311606, expected=24.000000 predicted=26.868023, expected=28.000000 predicted=25.728331, expected=32.000000 predicted=35.145464, expected=16.000000 predicted=18.286976, expected=80.000000 predicted=48.148143, expected=68.000000 predicted=38.853765, expected=84.000000 predicted=54.656706, expected=24.000000 predicted=41.443711, expected=40.000000 predicted=41.034131, expected=16.000000 predicted=49.397276, expected=28.000000 predicted=42.379889, expected=28.000000 predicted=48.970540, expected=68.000000 predicted=39.155502, expected=56.000000 predicted=42.953681, expected=28.000000 predicted=29.069697, expected=36.000000 predicted=41.160855, expected=36.000000 predicted=33.554760, expected=32.000000 predicted=44.561775, expected=24.000000 predicted=39.259352, expected=36.000000 predicted=32.505107, expected=64.000000 predicted=44.102664, expected=32.000000 predicted=32.401056, expected=56.000000 predicted=46.728576, expected=36.000000 predicted=34.838452, expected=36.000000 predicted=37.371728, expected=24.000000 predicted=45.094927, expected=32.000000 predicted=32.346651, expected=100.000000 predicted=65.652751, expected=64.000000 predicted=43.243504, expected=20.000000 predicted=39.094642, expected=40.000000 predicted=47.278458, expected=52.000000 predicted=40.181355, expected=24.000000 predicted=52.343770, expected=60.000000 predicted=59.245885, expected=60.000000 predicted=38.926496, expected=24.000000 predicted=33.977712, expected=8.000000 predicted=39.435782, expected=16.000000 predicted=25.360144, expected=32.000000 predicted=36.939857, expected=56.000000 predicted=45.761544, expected=56.000000 predicted=35.897441, expected=32.000000 predicted=26.543723, expected=12.000000 predicted=25.509369, expected=12.000000 predicted=27.589457, expected=56.000000 predicted=46.850398, expected=20.000000 predicted=29.942386, expected=60.000000 predicted=43.839546, expected=84.000000 predicted=45.712528, expected=12.000000 predicted=17.599301, expected=32.000000 predicted=53.970825, expected=40.000000 predicted=33.841685, expected=24.000000 predicted=35.275934, expected=8.000000 predicted=44.684498, expected=72.000000 predicted=39.541050, expected=72.000000 predicted=40.909710, expected=44.000000 predicted=41.710123, expected=32.000000 predicted=41.405761, expected=20.000000 predicted=24.533339, expected=20.000000 predicted=43.478593, expected=16.000000 predicted=39.118924, expected=24.000000 predicted=30.222002, expected=40.000000 predicted=31.365703, expected=16.000000 predicted=17.993598, expected=4.000000 predicted=17.723663, expected=24.000000 predicted=22.350335, expected=4.000000 predicted=11.516640, expected=16.000000 predicted=24.831469, expected=36.000000 predicted=23.109955, expected=24.000000 predicted=11.956095, expected=28.000000 predicted=26.839198, expected=24.000000 predicted=18.155564, expected=20.000000 predicted=19.598253, expected=20.000000 predicted=27.595835, expected=20.000000 predicted=21.721919, expected=40.000000 predicted=30.410636, expected=44.000000 predicted=30.114281, expected=24.000000 predicted=24.027958, expected=16.000000 predicted=24.844267, expected=16.000000 predicted=21.817793, expected=8.000000 predicted=22.194320, expected=12.000000 predicted=24.923340, expected=36.000000 predicted=25.402207, expected=48.000000 predicted=25.941463, expected=32.000000 predicted=24.107687, expected=52.000000 predicted=34.205655, expected=28.000000 predicted=24.426855, expected=16.000000 predicted=30.011373, expected=16.000000 predicted=34.371372, expected=32.000000 predicted=28.556010, expected=44.000000 predicted=39.643839, expected=8.000000 predicted=19.269320, expected=32.000000 predicted=28.771847, expected=8.000000 predicted=14.623520, expected=4.000000 predicted=18.038565, expected=20.000000 predicted=29.507393, expected=36.000000 predicted=16.913007, expected=40.000000 predicted=30.001750, expected=28.000000 predicted=20.982878, expected=20.000000 predicted=18.942148, expected=20.000000 predicted=23.371195, expected=16.000000 predicted=24.909664, expected=28.000000 predicted=30.405160, expected=56.000000 predicted=35.981651, expected=36.000000 predicted=25.972589, expected=20.000000 predicted=26.347033, expected=28.000000 predicted=28.571552, expected=24.000000 predicted=25.361461, expected=8.000000 predicted=29.682697, expected=12.000000 predicted=24.880966, expected=52.000000 predicted=30.805490, expected=52.000000 predicted=31.560559, expected=40.000000 predicted=32.691996, expected=48.000000 predicted=35.298540, expected=36.000000 predicted=28.767788, expected=24.000000 predicted=39.275882, expected=20.000000 predicted=37.596900, expected=28.000000 predicted=32.440609, expected=40.000000 predicted=38.162254, expected=24.000000 predicted=28.209871, expected=24.000000 predicted=27.087175, expected=28.000000 predicted=25.974671, expected=8.000000 predicted=18.582133, expected=12.000000 predicted=26.327075, expected=32.000000 predicted=25.338133, expected=56.000000 predicted=32.038232, expected=20.000000 predicted=23.304701, expected=12.000000 predicted=19.716800, expected=20.000000 predicted=21.542499, expected=20.000000 predicted=21.997748, expected=12.000000 predicted=29.432243, expected=32.000000 predicted=25.056287, expected=56.000000 predicted=29.358732, expected=20.000000 predicted=19.762755, expected=36.000000 predicted=33.683469, expected=32.000000 predicted=25.595292, expected=16.000000 predicted=23.850919, expected=56.000000 predicted=51.737073, expected=32.000000 predicted=24.180000, expected=52.000000 predicted=42.782919, expected=8.000000 predicted=26.154250, expected=4.000000 predicted=17.922373, expected=20.000000 predicted=35.977082, expected=40.000000 predicted=27.137553, expected=48.000000 predicted=40.651599, expected=48.000000 predicted=29.102000, expected=24.000000 predicted=21.703772, expected=56.000000 predicted=41.200612, expected=24.000000 predicted=31.904720, expected=24.000000 predicted=37.232160, expected=52.000000 predicted=48.034632, expected=36.000000 predicted=27.102132, expected=16.000000 predicted=37.101189, expected=12.000000 predicted=25.028236, expected=16.000000 predicted=20.648704, expected=8.000000 predicted=25.212593, expected=8.000000 predicted=19.951615, expected=20.000000 predicted=16.467563, expected=40.000000 predicted=21.308575, expected=20.000000 predicted=16.762927, expected=20.000000 predicted=18.839264, expected=4.000000 predicted=11.834561, expected=20.000000 predicted=19.635720, expected=4.000000 predicted=18.801680, expected=16.000000 predicted=16.517084, expected=24.000000 predicted=19.537138, expected=28.000000 predicted=14.143436, expected=16.000000 predicted=18.771994, expected=12.000000 predicted=12.731457, expected=4.000000 predicted=12.679838, expected=12.000000 predicted=16.618063, expected=44.000000 predicted=28.982238, expected=32.000000 predicted=19.449257, expected=16.000000 predicted=18.173541, expected=28.000000 predicted=22.309806, expected=16.000000 predicted=15.451869, expected=24.000000 predicted=30.958057, expected=36.000000 predicted=31.113105, expected=24.000000 predicted=19.493366, expected=24.000000 predicted=27.504112, expected=28.000000 predicted=24.030907, expected=16.000000 predicted=20.413070, expected=16.000000 predicted=26.132840, expected=16.000000 predicted=20.272942, expected=28.000000 predicted=23.224125, expected=40.000000 predicted=29.486979, expected=28.000000 predicted=21.916443, expected=8.000000 predicted=17.828042, expected=4.000000 predicted=16.081059, expected=20.000000 predicted=21.938458, expected=40.000000 predicted=30.988220, expected=16.000000 predicted=19.146508, expected=24.000000 predicted=20.500294, expected=12.000000 predicted=12.727122, expected=16.000000 predicted=18.082276, expected=12.000000 predicted=23.874549, expected=32.000000 predicted=21.413010, expected=24.000000 predicted=21.185948, expected=36.000000 predicted=23.849582, expected=44.000000 predicted=29.792283, expected=28.000000 predicted=22.141896, expected=20.000000 predicted=29.958689, expected=8.000000 predicted=20.723095, expected=24.000000 predicted=28.167382, expected=44.000000 predicted=36.184069, expected=24.000000 predicted=22.999553, expected=28.000000 predicted=27.423270, expected=36.000000 predicted=25.086667, expected=8.000000 predicted=17.568692, expected=28.000000 predicted=35.724637, expected=32.000000 predicted=25.953267, expected=44.000000 predicted=31.197815, expected=24.000000 predicted=30.222217, expected=20.000000 predicted=20.327541, expected=28.000000 predicted=29.503943, expected=8.000000 predicted=19.571337, expected=48.000000 predicted=41.106100, expected=20.000000 predicted=20.153821, expected=8.000000 predicted=17.830542, expected=4.000000 predicted=20.979120, expected=24.000000 predicted=14.747560, expected=16.000000 predicted=24.839606, expected=16.000000 predicted=17.212408, expected=28.000000 predicted=18.836241, expected=60.000000 predicted=27.929406, expected=28.000000 predicted=24.521251, expected=12.000000 predicted=22.416629, expected=24.000000 predicted=26.482195, expected=12.000000 predicted=18.620466, expected=20.000000 predicted=34.476026, expected=52.000000 predicted=34.778979, expected=40.000000 predicted=22.799846, expected=32.000000 predicted=30.726674, expected=12.000000 predicted=20.798542, expected=16.000000 predicted=22.215333, expected=8.000000 predicted=27.337501, expected=12.000000 predicted=22.642461, expected=24.000000 predicted=24.009066, expected=28.000000 predicted=17.230914, expected=12.000000 predicted=14.999503, expected=20.000000 predicted=17.472875, expected=28.000000 predicted=19.727209, expected=12.000000 predicted=16.913581, expected=12.000000 predicted=21.413680, expected=8.000000 predicted=12.234931, expected=112.000000 predicted=53.143829, expected=96.000000 predicted=48.037959, expected=108.000000 predicted=62.906990, expected=48.000000 predicted=49.925130, expected=52.000000 predicted=47.396241, expected=40.000000 predicted=75.352087, expected=36.000000 predicted=59.891926, expected=32.000000 predicted=63.331125, expected=52.000000 predicted=46.900849, expected=40.000000 predicted=42.628177, expected=20.000000 predicted=32.686680, expected=28.000000 predicted=35.682901, expected=40.000000 predicted=33.891063, expected=44.000000 predicted=41.701354, expected=16.000000 predicted=29.296697, expected=40.000000 predicted=33.846190, expected=12.000000 predicted=21.357634, expected=24.000000 predicted=30.498003, expected=36.000000 predicted=36.800541, expected=24.000000 predicted=18.782393, expected=28.000000 predicted=33.526541, expected=12.000000 predicted=16.212376, expected=16.000000 predicted=21.018555, expected=20.000000 predicted=25.600248, expected=16.000000 predicted=17.916387, expected=24.000000 predicted=24.222510, expected=16.000000 predicted=14.886960, expected=36.000000 predicted=24.979051, expected=36.000000 predicted=26.292871, expected=28.000000 predicted=23.186411, expected=28.000000 predicted=29.019329, expected=8.000000 predicted=16.283138, expected=24.000000 predicted=29.189179, expected=24.000000 predicted=26.430909, expected=48.000000 predicted=32.862431, expected=16.000000 predicted=22.478398, expected=12.000000 predicted=16.713760, expected=12.000000 predicted=21.205241, expected=4.000000 predicted=12.544482, expected=24.000000 predicted=29.847958, expected=28.000000 predicted=18.561919, expected=32.000000 predicted=20.483973, expected=44.000000 predicted=28.676899, expected=52.000000 predicted=29.450805, expected=32.000000 predicted=30.710573, expected=20.000000 predicted=30.008832, expected=40.000000 predicted=37.491657, expected=28.000000 predicted=32.362292, expected=24.000000 predicted=35.653200, expected=12.000000 predicted=24.735645, expected=8.000000 predicted=16.123634, expected=20.000000 predicted=26.419054, expected=28.000000 predicted=23.221364, expected=12.000000 predicted=16.766164, expected=32.000000 predicted=23.411356, expected=36.000000 predicted=21.833351, expected=24.000000 predicted=21.876798, expected=12.000000 predicted=23.618536, expected=12.000000 predicted=16.096023, expected=12.000000 predicted=19.997831, expected=8.000000 predicted=18.634420, expected=28.000000 predicted=22.783617, expected=24.000000 predicted=16.079796, expected=12.000000 predicted=13.577308, expected=24.000000 predicted=20.641714, expected=28.000000 predicted=17.900099, expected=8.000000 predicted=17.333021, expected=20.000000 predicted=23.365440, expected=56.000000 predicted=30.785464, expected=24.000000 predicted=20.904608, expected=20.000000 predicted=28.376857, expected=16.000000 predicted=19.114139, expected=12.000000 predicted=16.126160, expected=16.000000 Test MSE: 269.429
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999])] predicted=54.819277, expected=40.000000 predicted=51.398113, expected=40.000000 predicted=43.570072, expected=76.000000 predicted=52.567973, expected=76.000000 predicted=56.342432, expected=76.000000 predicted=71.227790, expected=56.000000 predicted=57.825199, expected=64.000000 predicted=58.987202, expected=48.000000 predicted=61.984437, expected=44.000000 predicted=56.889805, expected=60.000000 predicted=59.244924, expected=60.000000 predicted=56.730446, expected=80.000000 predicted=65.735525, expected=36.000000 predicted=51.537406, expected=12.000000 predicted=36.443216, expected=20.000000 predicted=35.458011, expected=28.000000 predicted=36.225925, expected=28.000000 predicted=38.915890, expected=64.000000 predicted=40.305186, expected=56.000000 predicted=39.814819, expected=36.000000 predicted=37.068169, expected=52.000000 predicted=42.042425, expected=28.000000 predicted=36.972429, expected=76.000000 predicted=57.361606, expected=100.000000 predicted=70.735275, expected=48.000000 predicted=56.612586, expected=112.000000 predicted=75.498993, expected=36.000000 predicted=56.680312, expected=4.000000 predicted=47.240584, expected=120.000000 predicted=77.132973, expected=52.000000 predicted=63.331740, expected=68.000000 predicted=76.467889, expected=68.000000 predicted=54.447881, expected=20.000000 predicted=40.394815, expected=44.000000 predicted=61.797373, expected=40.000000 predicted=44.506462, expected=52.000000 predicted=52.860682, expected=148.000000 predicted=82.504092, expected=100.000000 predicted=77.806894, expected=104.000000 predicted=85.939863, expected=52.000000 predicted=66.017419, expected=12.000000 predicted=53.754504, expected=36.000000 predicted=68.146654, expected=48.000000 predicted=60.588431, expected=56.000000 predicted=63.585378, expected=52.000000 predicted=47.923706, expected=28.000000 predicted=32.117964, expected=52.000000 predicted=42.318497, expected=52.000000 predicted=48.691462, expected=96.000000 predicted=67.423920, expected=36.000000 predicted=52.900865, expected=8.000000 predicted=31.724423, expected=4.000000 predicted=25.325030, expected=4.000000 predicted=25.771346, expected=12.000000 predicted=32.450176, expected=16.000000 predicted=17.439707, expected=40.000000 predicted=19.991627, expected=28.000000 predicted=20.232216, expected=68.000000 predicted=34.835869, expected=68.000000 predicted=44.752546, expected=32.000000 predicted=39.225904, expected=16.000000 predicted=31.162721, expected=68.000000 predicted=43.835480, expected=72.000000 predicted=63.774846, expected=44.000000 predicted=55.811879, expected=48.000000 predicted=42.321064, expected=72.000000 predicted=50.247634, expected=32.000000 predicted=54.040019, expected=52.000000 predicted=53.747636, expected=32.000000 predicted=40.717029, expected=32.000000 predicted=41.361772, expected=48.000000 predicted=47.217341, expected=4.000000 predicted=27.025329, expected=44.000000 predicted=36.474397, expected=68.000000 predicted=43.858101, expected=140.000000 predicted=79.400988, expected=64.000000 predicted=69.099151, expected=100.000000 predicted=67.038951, expected=92.000000 predicted=78.081910, expected=44.000000 predicted=74.298112, expected=68.000000 predicted=82.750581, expected=48.000000 predicted=60.859968, expected=284.000000 predicted=147.669293, expected=128.000000 predicted=135.448271, expected=80.000000 predicted=97.365607, expected=88.000000 predicted=87.164189, expected=68.000000 predicted=96.982863, expected=88.000000 predicted=134.669779, expected=48.000000 predicted=79.310818, expected=28.000000 predicted=56.676855, expected=64.000000 predicted=61.263271, expected=40.000000 predicted=55.253308, expected=108.000000 predicted=75.761937, expected=72.000000 predicted=65.226480, expected=44.000000 predicted=54.653707, expected=36.000000 predicted=49.023597, expected=36.000000 predicted=48.002550, expected=64.000000 predicted=64.853017, expected=40.000000 predicted=50.738812, expected=52.000000 predicted=46.138486, expected=104.000000 predicted=63.805027, expected=24.000000 predicted=50.534314, expected=44.000000 predicted=49.169596, expected=36.000000 predicted=41.132648, expected=52.000000 predicted=53.988970, expected=52.000000 predicted=56.377925, expected=60.000000 predicted=47.327426, expected=16.000000 predicted=37.132891, expected=56.000000 predicted=43.434714, expected=44.000000 predicted=46.639251, expected=116.000000 predicted=72.201161, expected=72.000000 predicted=67.666125, expected=84.000000 predicted=65.452720, expected=52.000000 predicted=62.064443, expected=100.000000 predicted=78.482515, expected=104.000000 predicted=95.998644, expected=20.000000 predicted=64.042803, expected=40.000000 predicted=54.161107, expected=52.000000 predicted=55.163610, expected=24.000000 predicted=56.096185, expected=64.000000 predicted=55.578721, expected=24.000000 predicted=34.177763, expected=28.000000 predicted=35.607821, expected=4.000000 predicted=24.463970, expected=4.000000 predicted=18.504293, expected=4.000000 predicted=18.559859, expected=4.000000 predicted=10.525737, expected=4.000000 predicted=7.995371, expected=4.000000 predicted=3.439685, expected=4.000000 predicted=3.440809, expected=4.000000 predicted=3.441930, expected=4.000000 predicted=3.443028, expected=20.000000 predicted=8.958806, expected=8.000000 predicted=8.090569, expected=16.000000 predicted=9.876860, expected=24.000000 predicted=13.771665, expected=40.000000 predicted=23.412606, expected=88.000000 predicted=45.887829, expected=20.000000 predicted=32.657745, expected=28.000000 predicted=29.149782, expected=120.000000 predicted=61.619751, expected=44.000000 predicted=61.658434, expected=28.000000 predicted=50.776539, expected=20.000000 predicted=28.814693, expected=44.000000 predicted=44.697096, expected=52.000000 predicted=57.195096, expected=44.000000 predicted=41.995308, expected=28.000000 predicted=32.815602, expected=16.000000 predicted=26.933530, expected=12.000000 predicted=26.650545, expected=28.000000 predicted=29.817596, expected=36.000000 predicted=31.115238, expected=48.000000 predicted=33.721093, expected=76.000000 predicted=44.605010, expected=16.000000 predicted=32.270408, expected=32.000000 predicted=33.467891, expected=52.000000 predicted=41.712502, expected=16.000000 predicted=38.356737, expected=36.000000 predicted=37.866413, expected=12.000000 predicted=21.798760, expected=24.000000 predicted=27.494936, expected=24.000000 predicted=26.816609, expected=88.000000 predicted=45.240678, expected=36.000000 predicted=40.847522, expected=44.000000 predicted=37.077497, expected=12.000000 predicted=27.450778, expected=16.000000 predicted=29.760883, expected=16.000000 predicted=32.542921, expected=36.000000 predicted=29.785303, expected=24.000000 predicted=26.949588, expected=48.000000 predicted=29.318850, expected=16.000000 predicted=23.554218, expected=8.000000 predicted=18.991388, expected=48.000000 predicted=31.135568, expected=12.000000 predicted=25.594369, expected=24.000000 predicted=26.375255, expected=8.000000 predicted=14.292008, expected=52.000000 predicted=29.658374, expected=8.000000 predicted=25.111019, expected=28.000000 predicted=21.502248, expected=12.000000 predicted=17.932700, expected=20.000000 predicted=20.219399, expected=12.000000 predicted=20.905152, expected=64.000000 predicted=31.205258, expected=24.000000 predicted=29.503408, expected=32.000000 predicted=26.756232, expected=28.000000 predicted=26.122085, expected=20.000000 predicted=26.793894, expected=28.000000 predicted=32.575670, expected=44.000000 predicted=32.001190, expected=20.000000 predicted=28.552680, expected=8.000000 predicted=19.781798, expected=44.000000 predicted=27.433777, expected=16.000000 Test MSE: 1056.084
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716])] predicted=110.654735, expected=92.000000 predicted=185.116235, expected=136.000000 predicted=113.994466, expected=224.000000 predicted=168.750695, expected=108.000000 predicted=75.070242, expected=60.000000 predicted=92.819102, expected=68.000000 predicted=89.303608, expected=56.000000 predicted=67.752434, expected=212.000000 predicted=238.710327, expected=240.000000 predicted=166.089237, expected=324.000000 predicted=206.675597, expected=188.000000 predicted=127.537005, expected=156.000000 predicted=113.192964, expected=116.000000 predicted=164.812323, expected=76.000000 predicted=128.467707, expected=148.000000 predicted=248.769540, expected=148.000000 predicted=154.460704, expected=180.000000 predicted=171.721315, expected=180.000000 predicted=157.643016, expected=112.000000 predicted=82.241351, expected=120.000000 predicted=144.993979, expected=124.000000 predicted=129.658525, expected=68.000000 predicted=105.425343, expected=176.000000 predicted=201.477481, expected=308.000000 predicted=215.220305, expected=112.000000 predicted=75.079431, expected=76.000000 predicted=138.218249, expected=128.000000 predicted=110.396952, expected=116.000000 predicted=100.937646, expected=64.000000 predicted=187.094776, expected=164.000000 predicted=164.228097, expected=288.000000 predicted=182.070367, expected=144.000000 predicted=103.433892, expected=116.000000 predicted=149.186870, expected=92.000000 predicted=81.809152, expected=100.000000 predicted=104.671719, expected=52.000000 predicted=164.029894, expected=260.000000 predicted=231.708748, expected=292.000000 predicted=189.533372, expected=152.000000 predicted=103.413374, expected=112.000000 predicted=148.084143, expected=184.000000 predicted=116.265025, expected=84.000000 predicted=126.342430, expected=80.000000 predicted=199.457895, expected=188.000000 predicted=191.897767, expected=308.000000 predicted=196.769930, expected=168.000000 predicted=156.751702, expected=132.000000 predicted=138.265591, expected=96.000000 predicted=90.239496, expected=92.000000 predicted=111.810849, expected=80.000000 predicted=192.613352, expected=164.000000 predicted=174.134907, expected=208.000000 predicted=168.777874, expected=68.000000 predicted=61.126448, expected=176.000000 predicted=176.294276, expected=80.000000 predicted=51.398712, expected=120.000000 predicted=136.659384, expected=128.000000 predicted=184.340299, expected=180.000000 predicted=110.750436, expected=160.000000 predicted=172.075865, expected=180.000000 predicted=135.500428, expected=100.000000 predicted=103.456806, expected=132.000000 predicted=135.559544, expected=84.000000 predicted=122.245741, expected=88.000000 predicted=116.219238, expected=152.000000 predicted=180.233374, expected=252.000000 predicted=174.146194, expected=172.000000 predicted=138.860544, expected=112.000000 predicted=111.067418, expected=208.000000 predicted=172.838032, expected=136.000000 predicted=104.444674, expected=160.000000 predicted=215.295257, expected=272.000000 predicted=248.280214, expected=308.000000 predicted=189.426616, expected=132.000000 predicted=156.946815, expected=104.000000 predicted=148.831508, expected=108.000000 predicted=126.266220, expected=100.000000 predicted=153.671734, expected=68.000000 predicted=189.812722, expected=144.000000 predicted=151.962398, expected=236.000000 predicted=172.024648, expected=104.000000 predicted=79.232774, expected=96.000000 predicted=126.236961, expected=140.000000 predicted=112.630496, expected=140.000000 predicted=111.388540, expected=100.000000 predicted=170.629811, expected=240.000000 predicted=200.813003, expected=188.000000 predicted=117.583886, expected=96.000000 predicted=110.989837, expected=76.000000 predicted=133.963672, expected=68.000000 predicted=62.829871, expected=84.000000 predicted=151.897056, expected=80.000000 predicted=132.987758, expected=164.000000 predicted=141.591360, expected=152.000000 predicted=107.129921, expected=68.000000 predicted=60.006858, expected=104.000000 predicted=117.918434, expected=120.000000 predicted=87.034431, expected=80.000000 predicted=104.170703, expected=116.000000 predicted=152.788499, expected=312.000000 predicted=210.741609, expected=292.000000 predicted=172.713803, expected=148.000000 predicted=134.323116, expected=148.000000 predicted=153.335465, expected=140.000000 predicted=103.879120, expected=48.000000 predicted=146.348112, expected=52.000000 predicted=187.658422, expected=148.000000 predicted=153.635241, expected=120.000000 predicted=107.367706, expected=212.000000 predicted=201.976443, expected=100.000000 predicted=63.563317, expected=144.000000 predicted=107.854183, expected=100.000000 predicted=123.644045, expected=264.000000 predicted=196.046763, expected=332.000000 predicted=278.249545, expected=292.000000 predicted=184.359571, expected=164.000000 predicted=171.660941, expected=144.000000 predicted=128.650329, expected=92.000000 predicted=154.713485, expected=84.000000 predicted=191.361494, expected=104.000000 predicted=201.674994, expected=140.000000 predicted=146.984898, expected=244.000000 predicted=207.961693, expected=176.000000 predicted=121.473083, expected=176.000000 predicted=145.720727, expected=120.000000 predicted=114.391272, expected=148.000000 predicted=135.029850, expected=108.000000 predicted=168.122021, expected=192.000000 predicted=190.796142, expected=328.000000 predicted=269.346170, expected=180.000000 predicted=115.141402, expected=176.000000 predicted=196.461973, expected=252.000000 predicted=198.772770, expected=160.000000 predicted=125.477818, expected=128.000000 predicted=242.575791, expected=252.000000 predicted=242.000186, expected=368.000000 predicted=257.102918, expected=192.000000 predicted=195.314378, expected=180.000000 predicted=210.969841, expected=128.000000 predicted=122.708193, expected=128.000000 predicted=158.357498, expected=104.000000 predicted=237.094962, expected=168.000000 predicted=182.440441, expected=240.000000 predicted=215.896239, expected=144.000000 predicted=116.329512, expected=120.000000 predicted=143.707059, expected=216.000000 predicted=177.165980, expected=68.000000 predicted=68.425001, expected=100.000000 predicted=192.885286, expected=288.000000 predicted=246.304972, expected=272.000000 predicted=150.882269, expected=176.000000 predicted=208.480179, expected=148.000000 predicted=138.743037, expected=168.000000 predicted=119.994976, expected=84.000000 predicted=156.049334, expected=212.000000 predicted=268.082612, expected=116.000000 predicted=121.890376, expected=352.000000 predicted=280.542344, expected=44.000000 predicted=70.954190, expected=80.000000 predicted=97.241945, expected=164.000000 predicted=223.288911, expected=164.000000 predicted=71.945640, expected=168.000000 predicted=286.665696, expected=368.000000 predicted=241.106423, expected=500.000000 predicted=288.090457, expected=148.000000 predicted=111.944825, expected=224.000000 predicted=270.300894, expected=196.000000 predicted=162.911474, expected=108.000000 predicted=169.843671, expected=208.000000 predicted=402.934251, expected=232.000000 predicted=171.607299, expected=224.000000 predicted=214.363812, expected=160.000000 predicted=191.785995, expected=92.000000 predicted=94.449401, expected=132.000000 predicted=173.250824, expected=32.000000 predicted=102.049903, expected=116.000000 predicted=181.640755, expected=168.000000 predicted=166.940690, expected=320.000000 predicted=207.824657, expected=148.000000 predicted=128.817490, expected=140.000000 predicted=109.983678, expected=104.000000 predicted=117.362613, expected=96.000000 predicted=97.761480, expected=84.000000 predicted=205.485984, expected=192.000000 predicted=177.628704, expected=236.000000 predicted=184.936348, expected=92.000000 predicted=81.421564, expected=116.000000 predicted=139.187462, expected=100.000000 predicted=80.984902, expected=40.000000 predicted=85.594481, expected=60.000000 predicted=163.896514, expected=156.000000 predicted=126.299185, expected=132.000000 predicted=105.891215, expected=200.000000 predicted=171.286014, expected=256.000000 predicted=162.490797, expected=188.000000 predicted=106.917129, expected=108.000000 predicted=141.876371, expected=92.000000 predicted=116.522585, expected=188.000000 predicted=188.095593, expected=296.000000 predicted=271.826348, expected=128.000000 predicted=135.981105, expected=104.000000 predicted=137.311468, expected=160.000000 predicted=136.871801, expected=68.000000 predicted=78.764309, expected=48.000000 predicted=183.091589, expected=164.000000 predicted=165.558403, expected=212.000000 predicted=136.359151, expected=112.000000 predicted=127.686393, expected=128.000000 predicted=129.159047, expected=116.000000 predicted=74.891544, expected=68.000000 predicted=93.023658, expected=52.000000 predicted=139.359379, expected=176.000000 predicted=154.288740, expected=260.000000 predicted=186.825994, expected=76.000000 predicted=73.461950, expected=92.000000 predicted=120.830309, expected=60.000000 predicted=46.720577, expected=104.000000 predicted=114.663493, expected=56.000000 predicted=157.674126, expected=204.000000 predicted=157.530732, expected=224.000000 predicted=154.861754, expected=208.000000 predicted=128.845425, expected=108.000000 predicted=121.712009, expected=156.000000 predicted=113.723425, expected=140.000000 predicted=156.666126, expected=44.000000 predicted=110.026741, expected=196.000000 predicted=238.858674, expected=260.000000 predicted=169.564469, expected=184.000000 predicted=149.772942, expected=104.000000 predicted=150.249505, expected=88.000000 predicted=67.829421, expected=104.000000 predicted=132.654712, expected=88.000000 predicted=160.013376, expected=164.000000 predicted=186.187732, expected=188.000000 predicted=145.224489, expected=136.000000 predicted=104.329900, expected=84.000000 predicted=105.230388, expected=116.000000 predicted=106.380141, expected=104.000000 predicted=116.958292, expected=96.000000 predicted=137.240124, expected=132.000000 predicted=145.388834, expected=236.000000 predicted=165.763409, expected=136.000000 predicted=106.773256, expected=156.000000 predicted=151.585949, expected=84.000000 predicted=88.417470, expected=104.000000 predicted=104.987096, expected=148.000000 predicted=199.348360, expected=216.000000 predicted=169.161702, expected=156.000000 predicted=152.384436, expected=128.000000 predicted=116.432041, expected=120.000000 predicted=117.934398, expected=68.000000 predicted=87.020437, expected=124.000000 predicted=178.109325, expected=316.000000 predicted=252.172207, expected=168.000000 predicted=110.275089, expected=132.000000 predicted=154.622563, expected=232.000000 predicted=183.737152, expected=88.000000 predicted=45.448732, expected=68.000000 predicted=207.726133, expected=216.000000 predicted=219.873813, expected=404.000000 predicted=250.109360, expected=100.000000 predicted=127.360794, expected=124.000000 predicted=167.376462, expected=84.000000 predicted=74.912574, expected=108.000000 predicted=110.168465, expected=48.000000 predicted=235.200563, expected=204.000000 predicted=167.746765, expected=284.000000 predicted=203.891511, expected=108.000000 predicted=65.659972, expected=132.000000 predicted=168.513972, expected=88.000000 predicted=55.697086, expected=72.000000 predicted=108.073250, expected=56.000000 predicted=179.470978, expected=152.000000 predicted=132.700484, expected=260.000000 predicted=199.773374, expected=68.000000 predicted=49.820543, expected=88.000000 predicted=118.583018, expected=128.000000 predicted=96.643776, expected=60.000000 predicted=59.334437, expected=64.000000 predicted=182.300729, expected=176.000000 predicted=135.749857, expected=240.000000 predicted=149.573726, expected=196.000000 predicted=161.502098, expected=224.000000 predicted=169.506132, expected=104.000000 predicted=69.376620, expected=64.000000 predicted=115.281354, expected=76.000000 predicted=162.141437, expected=80.000000 predicted=114.134087, expected=136.000000 predicted=186.036777, expected=108.000000 predicted=101.927762, expected=140.000000 predicted=110.441863, expected=176.000000 predicted=134.501272, expected=108.000000 predicted=77.260719, expected=60.000000 predicted=105.371713, expected=180.000000 predicted=161.596406, expected=176.000000 predicted=132.517494, expected=184.000000 predicted=183.176579, expected=88.000000 predicted=106.920062, expected=124.000000 predicted=96.860074, expected=88.000000 predicted=122.714832, expected=120.000000 predicted=140.080127, expected=160.000000 predicted=182.224849, expected=172.000000 predicted=122.072605, expected=120.000000 predicted=123.534827, expected=140.000000 predicted=125.249544, expected=100.000000 predicted=100.349646, expected=60.000000 predicted=99.912780, expected=100.000000 predicted=146.666313, expected=188.000000 predicted=151.155173, expected=240.000000 predicted=186.820968, expected=140.000000 predicted=116.916165, expected=140.000000 predicted=122.031868, expected=136.000000 predicted=115.562375, expected=72.000000 predicted=103.663935, expected=100.000000 predicted=182.336842, expected=204.000000 predicted=177.455839, expected=228.000000 predicted=170.004825, expected=76.000000 predicted=99.027198, expected=96.000000 predicted=114.037734, expected=76.000000 predicted=73.931031, expected=76.000000 predicted=116.550529, expected=80.000000 predicted=163.596022, expected=180.000000 predicted=134.654096, expected=200.000000 predicted=143.457468, expected=76.000000 predicted=65.249153, expected=108.000000 predicted=121.624197, expected=132.000000 predicted=97.265536, expected=92.000000 predicted=109.756905, expected=88.000000 predicted=158.669102, expected=88.000000 predicted=81.759485, expected=236.000000 predicted=181.127068, expected=80.000000 predicted=77.254409, expected=56.000000 predicted=90.747282, expected=116.000000 predicted=125.656555, expected=68.000000 predicted=33.604601, expected=104.000000 predicted=184.232573, expected=108.000000 predicted=99.128503, expected=164.000000 predicted=107.057418, expected=48.000000 predicted=71.957849, expected=44.000000 predicted=65.754383, expected=72.000000 predicted=93.399536, expected=76.000000 predicted=68.209320, expected=128.000000 predicted=157.386546, expected=304.000000 predicted=196.867599, expected=484.000000 predicted=275.641600, expected=132.000000 predicted=63.551041, expected=172.000000 predicted=190.788008, expected=148.000000 predicted=132.903604, expected=76.000000 predicted=120.105092, expected=92.000000 predicted=317.210360, expected=128.000000 predicted=122.570576, expected=200.000000 predicted=181.744181, expected=104.000000 predicted=116.789067, expected=80.000000 predicted=91.040196, expected=76.000000 predicted=89.080909, expected=68.000000 predicted=76.656768, expected=120.000000 predicted=165.848364, expected=164.000000 predicted=134.769077, expected=900.000000 predicted=579.937474, expected=1752.000000 predicted=1103.931934, expected=1112.000000 predicted=517.960032, expected=1244.000000 predicted=1016.993927, expected=316.000000 predicted=130.045625, expected=128.000000 predicted=317.810939, expected=20.000000 predicted=797.538481, expected=184.000000 predicted=443.940222, expected=132.000000 predicted=609.645872, expected=164.000000 predicted=237.122516, expected=164.000000 predicted=173.595409, expected=44.000000 predicted=6.920923, expected=136.000000 predicted=171.882359, expected=144.000000 predicted=126.890235, expected=232.000000 predicted=208.447614, expected=96.000000 predicted=125.514857, expected=104.000000 predicted=85.756402, expected=156.000000 predicted=152.879515, expected=68.000000 predicted=64.000692, expected=68.000000 predicted=143.392425, expected=172.000000 predicted=152.973998, expected=128.000000 predicted=98.575200, expected=124.000000 predicted=149.827259, expected=92.000000 predicted=88.532793, expected=144.000000 predicted=108.721879, expected=80.000000 predicted=106.086283, expected=68.000000 predicted=89.786563, expected=156.000000 predicted=156.283008, expected=240.000000 predicted=180.301186, expected=124.000000 predicted=127.727063, expected=40.000000 predicted=65.517905, expected=128.000000 predicted=110.940800, expected=1392.000000 predicted=1048.336062, expected=80.000000 predicted=65.427714, expected=172.000000 predicted=278.744611, expected=200.000000 predicted=233.411648, expected=128.000000 predicted=-119.819793, expected=96.000000 predicted=668.695192, expected=92.000000 predicted=85.401100, expected=72.000000 predicted=97.664157, expected=104.000000 predicted=136.667934, expected=92.000000 predicted=102.428359, expected=196.000000 predicted=160.547435, expected=72.000000 predicted=77.732700, expected=208.000000 predicted=167.107739, expected=128.000000 predicted=118.768728, expected=68.000000 predicted=70.885852, expected=88.000000 predicted=140.289825, expected=192.000000 predicted=134.241197, expected=164.000000 predicted=172.491081, expected=96.000000 predicted=116.407864, expected=48.000000 predicted=65.419828, expected=80.000000 predicted=75.544567, expected=92.000000 predicted=117.371666, expected=80.000000 predicted=107.200961, expected=120.000000 predicted=116.352375, expected=172.000000 predicted=126.104526, expected=100.000000 predicted=91.018404, expected=60.000000 predicted=80.210884, expected=76.000000 predicted=79.051094, expected=56.000000 predicted=67.226172, expected=92.000000 predicted=119.115112, expected=144.000000 predicted=128.235383, expected=100.000000 predicted=82.835775, expected=80.000000 predicted=86.247779, expected=84.000000 predicted=76.434248, expected=68.000000 predicted=69.275997, expected=44.000000 predicted=78.708788, expected=96.000000 predicted=97.898239, expected=124.000000 predicted=103.207787, expected=188.000000 predicted=150.370939, expected=64.000000 predicted=69.592162, expected=524.000000 predicted=361.840508, expected=1144.000000 predicted=771.594677, expected=64.000000 Test MSE: 22943.499
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727])] predicted=238.137659, expected=176.000000 predicted=158.413953, expected=228.000000 predicted=216.735479, expected=168.000000 predicted=143.336112, expected=140.000000 predicted=121.756147, expected=100.000000 predicted=112.963638, expected=80.000000 predicted=118.509580, expected=204.000000 predicted=219.412214, expected=276.000000 predicted=215.746394, expected=308.000000 predicted=229.896806, expected=168.000000 predicted=141.205681, expected=180.000000 predicted=151.539835, expected=200.000000 predicted=198.868573, expected=104.000000 predicted=163.333458, expected=112.000000 predicted=214.090257, expected=260.000000 predicted=222.611023, expected=192.000000 predicted=161.758482, expected=200.000000 predicted=213.635101, expected=132.000000 predicted=126.271618, expected=140.000000 predicted=124.250586, expected=180.000000 predicted=217.315690, expected=64.000000 predicted=107.359918, expected=308.000000 predicted=281.752830, expected=356.000000 predicted=234.696448, expected=204.000000 predicted=161.343624, expected=136.000000 predicted=191.229588, expected=188.000000 predicted=134.453920, expected=100.000000 predicted=169.952522, expected=160.000000 predicted=258.200182, expected=240.000000 predicted=224.711026, expected=360.000000 predicted=249.643456, expected=136.000000 predicted=149.323738, expected=148.000000 predicted=155.264237, expected=132.000000 predicted=145.372024, expected=88.000000 predicted=134.560797, expected=200.000000 predicted=286.885074, expected=220.000000 predicted=169.643827, expected=384.000000 predicted=281.738140, expected=200.000000 predicted=158.959357, expected=104.000000 predicted=112.465723, expected=176.000000 predicted=206.361086, expected=148.000000 predicted=151.955335, expected=144.000000 predicted=253.034630, expected=212.000000 predicted=216.349560, expected=380.000000 predicted=251.525563, expected=236.000000 predicted=190.575096, expected=152.000000 predicted=170.086695, expected=280.000000 predicted=239.526162, expected=88.000000 predicted=107.451086, expected=104.000000 predicted=247.439587, expected=240.000000 predicted=247.870489, expected=268.000000 predicted=185.946256, expected=216.000000 predicted=250.441925, expected=156.000000 predicted=139.031556, expected=84.000000 predicted=93.437280, expected=56.000000 predicted=137.988159, expected=176.000000 predicted=218.787973, expected=208.000000 predicted=196.523633, expected=220.000000 predicted=191.216157, expected=140.000000 predicted=121.300827, expected=152.000000 predicted=116.231081, expected=128.000000 predicted=145.587895, expected=108.000000 predicted=148.216433, expected=100.000000 predicted=157.537256, expected=124.000000 predicted=129.754460, expected=336.000000 predicted=257.049921, expected=124.000000 predicted=99.523599, expected=104.000000 predicted=132.151261, expected=180.000000 predicted=158.172476, expected=136.000000 predicted=100.185823, expected=152.000000 predicted=244.594896, expected=244.000000 predicted=195.959754, expected=320.000000 predicted=211.819740, expected=196.000000 predicted=182.259396, expected=112.000000 predicted=140.360049, expected=120.000000 predicted=143.095266, expected=160.000000 predicted=185.103366, expected=108.000000 predicted=194.270093, expected=200.000000 predicted=209.457871, expected=276.000000 predicted=197.295074, expected=204.000000 predicted=153.906552, expected=192.000000 predicted=194.261385, expected=128.000000 predicted=119.668059, expected=140.000000 predicted=165.802837, expected=168.000000 predicted=215.313197, expected=260.000000 predicted=230.782956, expected=348.000000 predicted=275.315802, expected=156.000000 predicted=132.651475, expected=152.000000 predicted=173.252816, expected=124.000000 predicted=142.948985, expected=84.000000 predicted=148.157361, expected=100.000000 predicted=219.240223, expected=236.000000 predicted=199.712525, expected=276.000000 predicted=206.747325, expected=196.000000 predicted=162.583031, expected=176.000000 predicted=152.096496, expected=144.000000 predicted=122.429688, expected=164.000000 predicted=192.580644, expected=188.000000 predicted=226.027052, expected=256.000000 predicted=227.575481, expected=376.000000 predicted=286.910324, expected=216.000000 predicted=169.768467, expected=212.000000 predicted=212.875330, expected=124.000000 predicted=153.472347, expected=220.000000 predicted=232.579721, expected=188.000000 predicted=264.612407, expected=196.000000 predicted=203.880352, expected=168.000000 predicted=194.644865, expected=220.000000 predicted=176.402822, expected=160.000000 predicted=180.929836, expected=164.000000 predicted=179.222971, expected=172.000000 predicted=185.789937, expected=364.000000 predicted=275.307083, expected=564.000000 predicted=402.343040, expected=404.000000 predicted=275.601776, expected=272.000000 predicted=252.429806, expected=92.000000 predicted=138.769679, expected=164.000000 predicted=254.396135, expected=88.000000 predicted=282.353723, expected=156.000000 predicted=266.557284, expected=196.000000 predicted=233.398385, expected=348.000000 predicted=230.722100, expected=216.000000 predicted=183.256366, expected=144.000000 predicted=132.291510, expected=200.000000 predicted=196.718815, expected=208.000000 predicted=181.884728, expected=200.000000 predicted=263.632377, expected=312.000000 predicted=281.126291, expected=296.000000 predicted=217.280384, expected=256.000000 predicted=232.953486, expected=176.000000 predicted=199.185984, expected=276.000000 predicted=247.994677, expected=212.000000 predicted=240.759687, expected=116.000000 predicted=194.542007, expected=320.000000 predicted=316.458330, expected=352.000000 predicted=246.919695, expected=320.000000 predicted=295.851710, expected=168.000000 predicted=204.095205, expected=172.000000 predicted=157.202395, expected=152.000000 predicted=218.699761, expected=124.000000 predicted=214.228227, expected=248.000000 predicted=291.165377, expected=376.000000 predicted=275.940256, expected=264.000000 predicted=208.603519, expected=160.000000 predicted=175.521050, expected=232.000000 predicted=200.566152, expected=156.000000 predicted=172.283108, expected=96.000000 predicted=221.040429, expected=300.000000 predicted=304.837974, expected=336.000000 predicted=231.261552, expected=268.000000 predicted=248.602118, expected=132.000000 predicted=161.824989, expected=184.000000 predicted=154.540020, expected=196.000000 predicted=228.540462, expected=120.000000 predicted=203.560232, expected=404.000000 predicted=370.686413, expected=368.000000 predicted=233.185625, expected=156.000000 predicted=163.714538, expected=104.000000 predicted=186.371852, expected=232.000000 predicted=175.801923, expected=216.000000 predicted=270.359814, expected=288.000000 predicted=333.453489, expected=508.000000 predicted=365.340750, expected=724.000000 predicted=438.289164, expected=340.000000 predicted=264.704544, expected=224.000000 predicted=270.846213, expected=200.000000 predicted=249.539953, expected=104.000000 predicted=238.215173, expected=232.000000 predicted=472.814655, expected=288.000000 predicted=302.012516, expected=240.000000 predicted=222.436325, expected=252.000000 predicted=249.294927, expected=120.000000 predicted=103.827725, expected=208.000000 predicted=229.268984, expected=100.000000 predicted=168.514174, expected=148.000000 predicted=191.397815, expected=236.000000 predicted=251.182356, expected=404.000000 predicted=269.607888, expected=184.000000 predicted=179.532489, expected=164.000000 predicted=163.671986, expected=196.000000 predicted=182.993523, expected=116.000000 predicted=137.748387, expected=128.000000 predicted=264.119680, expected=208.000000 predicted=201.181555, expected=240.000000 predicted=193.829353, expected=140.000000 predicted=162.809985, expected=92.000000 predicted=115.690075, expected=96.000000 predicted=111.338003, expected=96.000000 predicted=134.069440, expected=108.000000 predicted=165.962665, expected=172.000000 predicted=161.758334, expected=220.000000 predicted=160.543723, expected=192.000000 predicted=146.826278, expected=288.000000 predicted=217.115638, expected=164.000000 predicted=125.865313, expected=200.000000 predicted=198.689890, expected=80.000000 predicted=138.275737, expected=220.000000 predicted=211.115120, expected=288.000000 predicted=283.647700, expected=220.000000 predicted=178.983864, expected=144.000000 predicted=188.188652, expected=88.000000 predicted=87.230455, expected=84.000000 predicted=138.428795, expected=140.000000 predicted=202.519668, expected=224.000000 predicted=219.237680, expected=356.000000 predicted=265.257004, expected=152.000000 predicted=109.320619, expected=112.000000 predicted=123.083737, expected=160.000000 predicted=159.522664, expected=100.000000 predicted=125.743890, expected=72.000000 predicted=205.669007, expected=272.000000 predicted=234.608763, expected=336.000000 predicted=215.863006, expected=220.000000 predicted=187.354877, expected=168.000000 predicted=164.199485, expected=136.000000 predicted=105.495901, expected=92.000000 predicted=158.795459, expected=60.000000 predicted=182.585377, expected=152.000000 predicted=187.197493, expected=188.000000 predicted=169.690898, expected=172.000000 predicted=153.520720, expected=184.000000 predicted=154.976494, expected=168.000000 predicted=117.615022, expected=88.000000 predicted=110.882844, expected=56.000000 predicted=120.046092, expected=284.000000 predicted=245.058577, expected=260.000000 predicted=198.724727, expected=188.000000 predicted=183.884724, expected=176.000000 predicted=161.926348, expected=100.000000 predicted=65.230342, expected=84.000000 predicted=172.514288, expected=108.000000 predicted=176.941717, expected=136.000000 predicted=151.854097, expected=256.000000 predicted=226.580994, expected=136.000000 predicted=106.753620, expected=116.000000 predicted=115.529616, expected=88.000000 predicted=102.333369, expected=176.000000 predicted=150.447564, expected=88.000000 predicted=151.968738, expected=212.000000 predicted=192.419125, expected=188.000000 predicted=150.476092, expected=128.000000 predicted=101.840718, expected=100.000000 predicted=149.847226, expected=64.000000 predicted=66.897990, expected=24.000000 predicted=102.911342, expected=124.000000 predicted=159.275194, expected=164.000000 predicted=138.457855, expected=132.000000 predicted=113.235815, expected=112.000000 predicted=102.787341, expected=144.000000 predicted=92.785832, expected=96.000000 predicted=98.387998, expected=220.000000 predicted=205.586994, expected=224.000000 predicted=175.106678, expected=268.000000 predicted=199.000744, expected=292.000000 predicted=236.303640, expected=196.000000 predicted=142.148380, expected=156.000000 predicted=194.218744, expected=140.000000 predicted=177.232116, expected=232.000000 predicted=244.128662, expected=304.000000 predicted=294.568590, expected=212.000000 predicted=196.810709, expected=168.000000 predicted=177.972503, expected=148.000000 predicted=147.286041, expected=100.000000 predicted=146.339148, expected=80.000000 predicted=180.696252, expected=208.000000 predicted=216.461409, expected=244.000000 predicted=197.871676, expected=192.000000 predicted=170.273866, expected=124.000000 predicted=125.994243, expected=148.000000 predicted=121.749581, expected=132.000000 predicted=155.325624, expected=104.000000 predicted=162.418129, expected=184.000000 predicted=197.735598, expected=284.000000 predicted=208.903737, expected=200.000000 predicted=164.595107, expected=144.000000 predicted=152.808530, expected=148.000000 predicted=136.378239, expected=168.000000 predicted=163.801157, expected=92.000000 predicted=169.512218, expected=156.000000 predicted=187.845292, expected=324.000000 predicted=247.442179, expected=236.000000 predicted=172.858828, expected=148.000000 predicted=172.073802, expected=116.000000 predicted=120.139507, expected=88.000000 predicted=103.441585, expected=192.000000 predicted=253.460946, expected=132.000000 predicted=165.451300, expected=160.000000 predicted=162.532773, expected=104.000000 predicted=111.738329, expected=144.000000 predicted=118.026245, expected=176.000000 predicted=184.056032, expected=104.000000 predicted=105.190171, expected=172.000000 predicted=182.040601, expected=112.000000 predicted=98.868787, expected=280.000000 predicted=227.891859, expected=248.000000 predicted=206.916062, expected=168.000000 predicted=135.462311, expected=112.000000 predicted=157.119039, expected=104.000000 predicted=101.813815, expected=132.000000 predicted=192.451856, expected=220.000000 predicted=232.120103, expected=340.000000 predicted=264.621524, expected=176.000000 predicted=133.719484, expected=156.000000 predicted=154.749496, expected=160.000000 predicted=152.334670, expected=88.000000 predicted=124.988763, expected=140.000000 predicted=240.739560, expected=264.000000 predicted=225.963720, expected=356.000000 predicted=257.387301, expected=168.000000 predicted=156.371458, expected=120.000000 predicted=129.520365, expected=188.000000 predicted=173.282027, expected=108.000000 predicted=147.996440, expected=132.000000 predicted=243.155440, expected=232.000000 predicted=211.571869, expected=308.000000 predicted=212.070546, expected=168.000000 predicted=169.988175, expected=112.000000 predicted=128.268590, expected=124.000000 predicted=132.407761, expected=140.000000 predicted=165.385891, expected=88.000000 predicted=181.465865, expected=164.000000 predicted=177.222435, expected=268.000000 predicted=197.419136, expected=208.000000 predicted=155.558632, expected=116.000000 predicted=137.173508, expected=164.000000 predicted=145.303213, expected=128.000000 predicted=127.087156, expected=96.000000 predicted=169.048614, expected=248.000000 predicted=247.214599, expected=208.000000 predicted=146.387447, expected=168.000000 predicted=169.823552, expected=148.000000 predicted=153.853766, expected=152.000000 predicted=119.625825, expected=108.000000 predicted=164.857829, expected=64.000000 predicted=128.795156, expected=156.000000 predicted=169.697542, expected=164.000000 predicted=144.320038, expected=120.000000 predicted=131.069821, expected=124.000000 predicted=129.882917, expected=108.000000 predicted=83.529045, expected=108.000000 predicted=126.645278, expected=148.000000 predicted=158.362083, expected=264.000000 predicted=201.335716, expected=388.000000 predicted=269.744949, expected=184.000000 predicted=134.445047, expected=124.000000 predicted=142.436762, expected=184.000000 predicted=177.741534, expected=152.000000 predicted=172.336011, expected=124.000000 predicted=245.612901, expected=240.000000 predicted=230.036801, expected=288.000000 predicted=202.405977, expected=144.000000 predicted=151.209138, expected=72.000000 predicted=127.780189, expected=128.000000 predicted=132.007806, expected=100.000000 predicted=139.930766, expected=136.000000 predicted=208.077183, expected=232.000000 predicted=201.437791, expected=980.000000 predicted=615.397689, expected=904.000000 predicted=508.813043, expected=784.000000 predicted=521.942710, expected=532.000000 predicted=412.010960, expected=176.000000 predicted=142.173719, expected=116.000000 predicted=488.413233, expected=124.000000 predicted=422.399222, expected=360.000000 predicted=536.929513, expected=104.000000 predicted=253.914238, expected=72.000000 predicted=140.399721, expected=120.000000 predicted=132.100743, expected=88.000000 predicted=65.377762, expected=112.000000 predicted=223.006399, expected=136.000000 predicted=126.874287, expected=280.000000 predicted=203.093184, expected=188.000000 predicted=149.208706, expected=200.000000 predicted=169.467936, expected=212.000000 predicted=179.376666, expected=156.000000 predicted=131.068482, expected=124.000000 predicted=191.728663, expected=232.000000 predicted=222.423986, expected=220.000000 predicted=197.877721, expected=176.000000 predicted=191.900560, expected=120.000000 predicted=142.366465, expected=96.000000 predicted=102.000177, expected=92.000000 predicted=142.929879, expected=68.000000 predicted=122.369476, expected=200.000000 predicted=201.269977, expected=192.000000 predicted=153.836308, expected=168.000000 predicted=141.973496, expected=148.000000 predicted=136.991214, expected=92.000000 predicted=73.059762, expected=108.000000 predicted=146.435643, expected=96.000000 predicted=128.714033, expected=156.000000 predicted=162.493867, expected=220.000000 predicted=194.937238, expected=124.000000 predicted=101.206860, expected=152.000000 predicted=150.526985, expected=132.000000 predicted=113.210438, expected=76.000000 predicted=95.989729, expected=176.000000 predicted=208.666141, expected=204.000000 predicted=162.747444, expected=220.000000 predicted=192.944191, expected=176.000000 predicted=165.424730, expected=144.000000 predicted=116.858542, expected=128.000000 predicted=146.151931, expected=148.000000 predicted=167.053735, expected=108.000000 predicted=146.356313, expected=208.000000 predicted=205.522362, expected=296.000000 predicted=236.098908, expected=116.000000 predicted=102.718497, expected=144.000000 predicted=172.159660, expected=96.000000 predicted=91.013877, expected=96.000000 predicted=127.340594, expected=88.000000 predicted=176.134156, expected=164.000000 predicted=145.806221, expected=152.000000 predicted=144.319916, expected=116.000000 predicted=108.752731, expected=68.000000 predicted=83.491983, expected=196.000000 predicted=159.783844, expected=84.000000 predicted=95.228809, expected=96.000000 predicted=128.806962, expected=144.000000 predicted=142.260809, expected=208.000000 predicted=140.608323, expected=184.000000 predicted=189.897145, expected=96.000000 predicted=92.591131, expected=96.000000 predicted=103.810878, expected=76.000000 predicted=93.482091, expected=132.000000 predicted=160.894925, expected=168.000000 predicted=175.269721, expected=188.000000 predicted=151.204431, expected=120.000000 predicted=110.956987, expected=96.000000 predicted=92.262946, expected=112.000000 predicted=119.853909, expected=72.000000 Test MSE: 7490.321
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937])] predicted=31.028332, expected=60.000000 predicted=37.477282, expected=36.000000 predicted=41.785225, expected=48.000000 predicted=43.554186, expected=32.000000 predicted=43.848630, expected=24.000000 predicted=41.656042, expected=32.000000 predicted=38.648648, expected=48.000000 predicted=36.341114, expected=32.000000 predicted=35.873248, expected=20.000000 predicted=31.769558, expected=40.000000 predicted=33.080105, expected=48.000000 predicted=36.007697, expected=24.000000 predicted=35.135743, expected=52.000000 predicted=38.073802, expected=72.000000 predicted=43.071616, expected=28.000000 predicted=43.021703, expected=48.000000 predicted=47.906917, expected=64.000000 predicted=47.417723, expected=28.000000 predicted=46.566035, expected=20.000000 predicted=44.596810, expected=32.000000 predicted=35.669134, expected=76.000000 predicted=44.546758, expected=52.000000 predicted=45.544050, expected=16.000000 predicted=38.379977, expected=28.000000 predicted=38.199133, expected=68.000000 predicted=44.206108, expected=20.000000 predicted=40.781547, expected=16.000000 predicted=35.405011, expected=28.000000 predicted=29.448403, expected=60.000000 predicted=35.408377, expected=24.000000 predicted=35.182387, expected=48.000000 predicted=35.532709, expected=44.000000 predicted=36.714377, expected=28.000000 predicted=37.255747, expected=16.000000 predicted=37.227556, expected=20.000000 predicted=29.015015, expected=32.000000 predicted=30.416629, expected=16.000000 predicted=24.977408, expected=8.000000 predicted=20.288251, expected=28.000000 predicted=20.589684, expected=24.000000 predicted=20.040378, expected=12.000000 predicted=19.980191, expected=20.000000 predicted=19.103479, expected=20.000000 predicted=17.887264, expected=52.000000 predicted=27.059763, expected=24.000000 predicted=24.911118, expected=36.000000 predicted=29.195708, expected=28.000000 predicted=30.209174, expected=16.000000 predicted=27.831729, expected=20.000000 predicted=29.600519, expected=48.000000 predicted=28.830809, expected=36.000000 predicted=29.986384, expected=20.000000 predicted=28.834621, expected=28.000000 predicted=29.157489, expected=36.000000 predicted=30.300081, expected=32.000000 predicted=32.748154, expected=28.000000 predicted=30.641495, expected=36.000000 predicted=30.569392, expected=36.000000 predicted=32.341182, expected=16.000000 predicted=30.006202, expected=28.000000 predicted=30.111886, expected=56.000000 predicted=33.644715, expected=20.000000 predicted=30.202914, expected=40.000000 predicted=35.286805, expected=48.000000 predicted=34.959447, expected=36.000000 predicted=36.569623, expected=24.000000 predicted=38.337279, expected=24.000000 predicted=31.789320, expected=28.000000 predicted=32.230822, expected=16.000000 predicted=28.156218, expected=40.000000 predicted=29.101748, expected=40.000000 predicted=28.491978, expected=48.000000 predicted=33.568620, expected=28.000000 predicted=33.966314, expected=16.000000 predicted=31.051981, expected=28.000000 predicted=33.209099, expected=36.000000 predicted=31.403200, expected=60.000000 predicted=37.086832, expected=68.000000 predicted=41.077944, expected=44.000000 predicted=42.663605, expected=12.000000 predicted=41.264320, expected=16.000000 predicted=38.372659, expected=24.000000 predicted=35.020689, expected=32.000000 predicted=31.892998, expected=52.000000 predicted=31.905699, expected=32.000000 predicted=28.004407, expected=32.000000 predicted=32.363451, expected=52.000000 predicted=38.311595, expected=24.000000 predicted=35.146641, expected=24.000000 predicted=36.798186, expected=12.000000 predicted=28.358418, expected=40.000000 predicted=30.371862, expected=32.000000 predicted=30.260391, expected=56.000000 predicted=33.165571, expected=44.000000 predicted=35.529401, expected=20.000000 predicted=33.195995, expected=32.000000 predicted=38.270302, expected=32.000000 predicted=34.288373, expected=44.000000 predicted=38.169450, expected=12.000000 predicted=30.018035, expected=48.000000 predicted=33.120342, expected=8.000000 predicted=27.053409, expected=52.000000 predicted=34.113977, expected=28.000000 predicted=31.758244, expected=20.000000 predicted=27.108359, expected=68.000000 predicted=40.569949, expected=64.000000 predicted=38.660154, expected=48.000000 predicted=47.990244, expected=20.000000 predicted=42.020904, expected=28.000000 predicted=40.189680, expected=32.000000 predicted=41.711694, expected=12.000000 predicted=32.175249, expected=20.000000 predicted=27.425901, expected=20.000000 predicted=21.288463, expected=12.000000 predicted=19.599426, expected=16.000000 predicted=19.168743, expected=32.000000 predicted=19.064077, expected=36.000000 predicted=22.927388, expected=32.000000 predicted=25.588068, expected=44.000000 predicted=30.255225, expected=76.000000 predicted=41.320849, expected=48.000000 predicted=44.401177, expected=88.000000 predicted=58.159710, expected=48.000000 predicted=55.254911, expected=32.000000 predicted=54.982956, expected=28.000000 predicted=52.779483, expected=72.000000 predicted=51.755921, expected=72.000000 predicted=56.871653, expected=48.000000 predicted=50.963748, expected=16.000000 predicted=44.798792, expected=32.000000 predicted=43.569207, expected=24.000000 predicted=41.068116, expected=12.000000 predicted=32.232353, expected=44.000000 predicted=31.404268, expected=32.000000 predicted=25.647668, expected=32.000000 predicted=30.164834, expected=32.000000 predicted=30.476811, expected=52.000000 predicted=34.413804, expected=24.000000 predicted=34.990663, expected=36.000000 predicted=35.756430, expected=60.000000 predicted=40.615432, expected=40.000000 predicted=39.209308, expected=36.000000 predicted=42.761286, expected=28.000000 predicted=37.008121, expected=44.000000 predicted=40.005910, expected=16.000000 predicted=35.558488, expected=32.000000 predicted=33.316336, expected=104.000000 predicted=47.259292, expected=60.000000 predicted=45.820487, expected=20.000000 predicted=47.664758, expected=8.000000 predicted=39.973449, expected=16.000000 predicted=35.563888, expected=48.000000 predicted=42.728057, expected=24.000000 predicted=28.523976, expected=20.000000 predicted=23.902147, expected=48.000000 predicted=29.418569, expected=28.000000 predicted=28.508887, expected=20.000000 predicted=31.702587, expected=36.000000 predicted=30.613566, expected=8.000000 predicted=23.734076, expected=24.000000 predicted=28.173138, expected=32.000000 predicted=24.917459, expected=48.000000 predicted=28.484658, expected=24.000000 predicted=28.898251, expected=24.000000 predicted=27.283907, expected=36.000000 predicted=31.668588, expected=28.000000 predicted=30.475844, expected=28.000000 predicted=31.870508, expected=40.000000 predicted=30.966581, expected=36.000000 predicted=31.568527, expected=28.000000 predicted=32.744713, expected=52.000000 predicted=37.088118, expected=36.000000 predicted=35.566509, expected=24.000000 predicted=35.771788, expected=12.000000 predicted=30.794705, expected=60.000000 predicted=36.505767, expected=36.000000 predicted=35.069764, expected=16.000000 predicted=30.778872, expected=20.000000 predicted=29.264409, expected=40.000000 predicted=29.545154, expected=36.000000 predicted=34.032811, expected=20.000000 predicted=28.181797, expected=28.000000 predicted=27.734323, expected=36.000000 predicted=29.605567, expected=52.000000 predicted=36.016861, expected=64.000000 predicted=41.306923, expected=60.000000 predicted=44.628727, expected=12.000000 predicted=40.317893, expected=8.000000 predicted=37.828873, expected=56.000000 predicted=42.662970, expected=36.000000 predicted=36.350309, expected=32.000000 predicted=35.617089, expected=28.000000 predicted=29.904477, expected=56.000000 predicted=36.348950, expected=12.000000 predicted=34.118370, expected=20.000000 predicted=31.516127, expected=20.000000 predicted=27.657353, expected=36.000000 predicted=27.563804, expected=24.000000 predicted=28.132098, expected=20.000000 predicted=22.212146, expected=32.000000 predicted=26.344160, expected=52.000000 predicted=31.272280, expected=32.000000 predicted=32.113908, expected=52.000000 predicted=37.872573, expected=72.000000 predicted=45.233612, expected=24.000000 predicted=41.104780, expected=24.000000 predicted=44.020195, expected=40.000000 predicted=40.527851, expected=36.000000 predicted=38.646026, expected=24.000000 predicted=36.784598, expected=20.000000 predicted=28.250849, expected=76.000000 predicted=39.411628, expected=36.000000 predicted=36.181847, expected=36.000000 predicted=39.833847, expected=40.000000 predicted=40.351362, expected=328.000000 predicted=105.179139, expected=20.000000 predicted=79.066888, expected=40.000000 predicted=96.531121, expected=40.000000 predicted=102.020753, expected=16.000000 predicted=64.190209, expected=36.000000 predicted=89.247459, expected=40.000000 predicted=31.491094, expected=36.000000 predicted=33.816746, expected=12.000000 predicted=30.269316, expected=12.000000 predicted=25.213833, expected=56.000000 predicted=32.813572, expected=44.000000 predicted=31.671238, expected=16.000000 predicted=29.564226, expected=12.000000 predicted=27.276997, expected=28.000000 predicted=27.060575, expected=36.000000 predicted=30.522236, expected=32.000000 predicted=28.096596, expected=48.000000 predicted=30.668776, expected=32.000000 predicted=31.164378, expected=16.000000 predicted=31.507257, expected=24.000000 predicted=31.989439, expected=24.000000 predicted=27.853670, expected=24.000000 predicted=27.240462, expected=32.000000 predicted=26.155569, expected=28.000000 predicted=24.562452, expected=28.000000 predicted=26.925108, expected=16.000000 predicted=25.124328, expected=20.000000 predicted=24.506715, expected=60.000000 predicted=32.103787, expected=44.000000 predicted=31.659626, expected=40.000000 predicted=36.048936, expected=36.000000 predicted=37.724249, expected=28.000000 predicted=36.579279, expected=16.000000 predicted=36.297121, expected=24.000000 predicted=31.044938, expected=44.000000 predicted=31.427724, expected=28.000000 predicted=28.299436, expected=28.000000 predicted=29.069206, expected=16.000000 predicted=26.085561, expected=44.000000 predicted=30.936820, expected=24.000000 predicted=29.517657, expected=40.000000 predicted=30.842934, expected=64.000000 predicted=38.298020, expected=68.000000 predicted=42.590995, expected=24.000000 predicted=43.832381, expected=12.000000 predicted=39.330516, expected=36.000000 predicted=40.492320, expected=24.000000 predicted=34.493088, expected=28.000000 predicted=32.169347, expected=28.000000 predicted=26.418302, expected=52.000000 predicted=30.642873, expected=16.000000 predicted=29.383230, expected=32.000000 predicted=31.315934, expected=32.000000 predicted=31.699896, expected=20.000000 predicted=27.746379, expected=32.000000 predicted=32.117615, expected=40.000000 predicted=28.755119, expected=44.000000 predicted=33.330091, expected=56.000000 predicted=39.080154, expected=24.000000 predicted=35.229359, expected=24.000000 predicted=37.049752, expected=28.000000 predicted=35.777900, expected=28.000000 predicted=32.059246, expected=72.000000 predicted=41.056784, expected=60.000000 predicted=39.501503, expected=56.000000 predicted=46.030594, expected=56.000000 predicted=52.267964, expected=36.000000 predicted=49.451198, expected=40.000000 predicted=53.117151, expected=20.000000 predicted=42.897551, expected=40.000000 predicted=41.043541, expected=36.000000 predicted=37.559925, expected=28.000000 predicted=32.429033, expected=28.000000 predicted=32.962374, expected=36.000000 predicted=31.204423, expected=24.000000 predicted=30.991422, expected=84.000000 predicted=42.670629, expected=36.000000 predicted=37.797208, expected=32.000000 predicted=40.770110, expected=28.000000 predicted=41.558481, expected=44.000000 predicted=39.019249, expected=24.000000 predicted=40.233582, expected=24.000000 predicted=31.420119, expected=20.000000 predicted=28.657902, expected=40.000000 predicted=29.736651, expected=12.000000 predicted=26.023410, expected=40.000000 predicted=28.216987, expected=56.000000 predicted=33.430487, expected=60.000000 predicted=37.874252, expected=44.000000 predicted=43.718443, expected=40.000000 predicted=42.743643, expected=64.000000 predicted=51.572452, expected=28.000000 predicted=46.013645, expected=40.000000 predicted=46.800765, expected=24.000000 predicted=39.441397, expected=20.000000 predicted=33.676776, expected=24.000000 predicted=33.511715, expected=32.000000 predicted=27.292217, expected=28.000000 predicted=27.817250, expected=52.000000 predicted=31.860914, expected=16.000000 predicted=27.548531, expected=16.000000 predicted=28.093971, expected=52.000000 predicted=34.630986, expected=24.000000 predicted=28.160512, expected=36.000000 predicted=34.335760, expected=12.000000 predicted=26.094429, expected=20.000000 predicted=25.411319, expected=20.000000 predicted=27.168236, expected=32.000000 predicted=23.427194, expected=40.000000 predicted=27.793974, expected=4.000000 predicted=20.080199, expected=16.000000 predicted=23.090943, expected=40.000000 predicted=25.824343, expected=44.000000 predicted=28.158514, expected=28.000000 predicted=29.571397, expected=40.000000 predicted=30.784510, expected=36.000000 predicted=33.656527, expected=24.000000 predicted=34.118200, expected=48.000000 predicted=38.338371, expected=60.000000 predicted=39.678814, expected=60.000000 predicted=45.171994, expected=40.000000 predicted=45.673569, expected=48.000000 predicted=47.626629, expected=20.000000 predicted=43.844169, expected=40.000000 predicted=44.339981, expected=52.000000 predicted=43.718083, expected=36.000000 predicted=37.774535, expected=24.000000 predicted=37.516082, expected=16.000000 predicted=30.806839, expected=24.000000 predicted=30.790116, expected=80.000000 predicted=40.823751, expected=16.000000 predicted=29.975292, expected=28.000000 predicted=33.672921, expected=32.000000 predicted=34.055842, expected=56.000000 predicted=37.219936, expected=68.000000 predicted=48.426218, expected=44.000000 predicted=40.792123, expected=44.000000 predicted=46.960016, expected=72.000000 predicted=54.146356, expected=36.000000 predicted=50.478297, expected=52.000000 predicted=54.045507, expected=68.000000 predicted=54.143485, expected=36.000000 predicted=48.449708, expected=20.000000 predicted=47.640328, expected=52.000000 predicted=45.305410, expected=72.000000 predicted=48.977032, expected=8.000000 predicted=39.749803, expected=52.000000 predicted=44.326427, expected=56.000000 predicted=42.922497, expected=40.000000 predicted=43.599855, expected=44.000000 predicted=48.249074, expected=20.000000 predicted=35.318393, expected=36.000000 predicted=41.094260, expected=12.000000 predicted=32.897471, expected=72.000000 predicted=39.155846, expected=12.000000 predicted=30.511819, expected=28.000000 predicted=30.882029, expected=16.000000 predicted=30.528541, expected=32.000000 predicted=26.234179, expected=24.000000 predicted=30.901582, expected=24.000000 predicted=22.426322, expected=68.000000 predicted=34.777051, expected=52.000000 predicted=35.297011, expected=32.000000 predicted=39.153856, expected=28.000000 predicted=39.843886, expected=36.000000 predicted=38.791815, expected=32.000000 predicted=39.786392, expected=28.000000 predicted=34.402247, expected=20.000000 predicted=29.248877, expected=48.000000 predicted=32.911931, expected=28.000000 predicted=30.783599, expected=44.000000 predicted=34.395922, expected=60.000000 predicted=40.033710, expected=60.000000 predicted=43.013438, expected=36.000000 predicted=46.443228, expected=40.000000 predicted=45.734064, expected=28.000000 predicted=43.308512, expected=28.000000 predicted=40.452392, expected=40.000000 predicted=39.006127, expected=56.000000 predicted=38.229321, expected=12.000000 predicted=32.447569, expected=28.000000 predicted=33.651066, expected=32.000000 predicted=32.490995, expected=40.000000 predicted=32.917248, expected=40.000000 predicted=35.839594, expected=28.000000 predicted=30.018429, expected=36.000000 predicted=34.800733, expected=12.000000 predicted=29.825711, expected=52.000000 predicted=35.876268, expected=24.000000 predicted=30.730514, expected=48.000000 predicted=34.091303, expected=16.000000 predicted=31.623007, expected=52.000000 predicted=34.447139, expected=44.000000 predicted=39.767203, expected=32.000000 predicted=34.644414, expected=44.000000 predicted=41.717832, expected=40.000000 predicted=37.165923, expected=24.000000 predicted=38.192283, expected=32.000000 predicted=36.800822, expected=12.000000 predicted=29.024511, expected=20.000000 predicted=28.022469, expected=12.000000 predicted=22.757397, expected=12.000000 predicted=17.538719, expected=44.000000 predicted=23.656965, expected=32.000000 predicted=21.354120, expected=36.000000 predicted=27.205492, expected=20.000000 predicted=26.924079, expected=20.000000 predicted=26.598203, expected=24.000000 Test MSE: 544.381
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299])] predicted=60.627673, expected=24.000000 predicted=61.640463, expected=20.000000 predicted=47.495986, expected=16.000000 predicted=31.501791, expected=32.000000 predicted=31.301738, expected=36.000000 predicted=29.694952, expected=32.000000 predicted=26.921083, expected=40.000000 predicted=33.188241, expected=56.000000 predicted=38.971809, expected=40.000000 predicted=39.068167, expected=52.000000 predicted=45.302393, expected=36.000000 predicted=44.211182, expected=112.000000 predicted=61.291723, expected=80.000000 predicted=67.641846, expected=60.000000 predicted=61.055919, expected=64.000000 predicted=78.260790, expected=84.000000 predicted=70.180437, expected=16.000000 predicted=59.138995, expected=36.000000 predicted=54.235258, expected=92.000000 predicted=66.066442, expected=104.000000 predicted=60.818773, expected=44.000000 predicted=63.233405, expected=40.000000 predicted=62.558716, expected=24.000000 predicted=53.714453, expected=60.000000 predicted=52.750339, expected=68.000000 predicted=58.963625, expected=88.000000 predicted=56.408326, expected=68.000000 predicted=64.025608, expected=84.000000 predicted=68.453398, expected=64.000000 predicted=73.522278, expected=60.000000 predicted=66.969563, expected=56.000000 predicted=71.134079, expected=48.000000 predicted=58.054278, expected=72.000000 predicted=65.838061, expected=88.000000 predicted=68.304941, expected=48.000000 predicted=57.917333, expected=28.000000 predicted=55.449670, expected=60.000000 predicted=61.060127, expected=36.000000 predicted=46.726835, expected=24.000000 predicted=41.821863, expected=60.000000 predicted=51.394473, expected=76.000000 predicted=47.663841, expected=20.000000 predicted=39.577912, expected=76.000000 predicted=59.321963, expected=56.000000 predicted=53.216742, expected=32.000000 predicted=41.679440, expected=36.000000 predicted=57.983596, expected=40.000000 predicted=38.377924, expected=32.000000 predicted=41.024684, expected=16.000000 predicted=33.793344, expected=36.000000 predicted=33.607943, expected=12.000000 predicted=24.564560, expected=24.000000 predicted=24.748852, expected=32.000000 predicted=29.813205, expected=20.000000 predicted=18.561714, expected=68.000000 predicted=40.495042, expected=60.000000 predicted=39.802042, expected=64.000000 predicted=45.952098, expected=80.000000 predicted=65.567476, expected=44.000000 predicted=51.140331, expected=52.000000 predicted=61.143943, expected=64.000000 predicted=63.301738, expected=60.000000 predicted=55.322781, expected=24.000000 predicted=51.325517, expected=52.000000 predicted=51.770339, expected=76.000000 predicted=57.150890, expected=44.000000 predicted=46.685330, expected=60.000000 predicted=59.601009, expected=84.000000 predicted=63.380219, expected=12.000000 predicted=42.169511, expected=40.000000 predicted=55.858110, expected=52.000000 predicted=50.910924, expected=40.000000 predicted=36.397072, expected=44.000000 predicted=52.293658, expected=44.000000 predicted=39.809726, expected=60.000000 predicted=46.970107, expected=60.000000 predicted=52.453311, expected=60.000000 predicted=52.856902, expected=36.000000 predicted=50.424548, expected=80.000000 predicted=60.412217, expected=28.000000 predicted=49.223180, expected=32.000000 predicted=44.836812, expected=60.000000 predicted=57.246084, expected=72.000000 predicted=45.604132, expected=56.000000 predicted=57.585213, expected=72.000000 predicted=60.314186, expected=64.000000 predicted=60.166551, expected=44.000000 predicted=56.404337, expected=100.000000 predicted=76.223948, expected=60.000000 predicted=62.341454, expected=80.000000 predicted=70.729414, expected=92.000000 predicted=83.416191, expected=48.000000 predicted=60.503767, expected=44.000000 predicted=72.075998, expected=100.000000 predicted=75.247521, expected=84.000000 predicted=68.961998, expected=48.000000 predicted=68.996792, expected=32.000000 predicted=63.342550, expected=52.000000 predicted=54.910684, expected=48.000000 predicted=54.683012, expected=88.000000 predicted=63.514768, expected=68.000000 predicted=59.758066, expected=140.000000 predicted=81.571713, expected=120.000000 predicted=96.027359, expected=88.000000 predicted=88.453644, expected=72.000000 predicted=102.199639, expected=36.000000 predicted=71.966491, expected=92.000000 predicted=90.179875, expected=24.000000 predicted=62.071587, expected=44.000000 predicted=54.156413, expected=72.000000 predicted=65.871250, expected=76.000000 predicted=50.545630, expected=44.000000 predicted=61.986375, expected=60.000000 predicted=57.792317, expected=88.000000 predicted=67.093868, expected=48.000000 predicted=57.776007, expected=72.000000 predicted=70.380682, expected=76.000000 predicted=68.623193, expected=52.000000 predicted=58.227351, expected=112.000000 predicted=85.765078, expected=88.000000 predicted=75.791496, expected=60.000000 predicted=73.127520, expected=32.000000 predicted=71.529537, expected=8.000000 predicted=43.653552, expected=36.000000 predicted=49.278966, expected=80.000000 predicted=53.971465, expected=64.000000 predicted=48.934229, expected=64.000000 predicted=55.563218, expected=68.000000 predicted=59.104556, expected=92.000000 predicted=68.609639, expected=92.000000 predicted=80.506952, expected=44.000000 predicted=66.664809, expected=72.000000 predicted=75.123838, expected=104.000000 predicted=81.453374, expected=72.000000 predicted=72.924069, expected=76.000000 predicted=82.910626, expected=100.000000 predicted=84.155864, expected=80.000000 predicted=78.307176, expected=104.000000 predicted=94.909527, expected=112.000000 predicted=96.768588, expected=44.000000 predicted=75.674100, expected=76.000000 predicted=89.080817, expected=148.000000 predicted=101.746084, expected=92.000000 predicted=86.532934, expected=44.000000 predicted=88.515528, expected=40.000000 predicted=75.253098, expected=68.000000 predicted=67.211942, expected=48.000000 predicted=64.797255, expected=40.000000 predicted=54.833722, expected=52.000000 predicted=52.782040, expected=80.000000 predicted=55.972895, expected=44.000000 predicted=52.225594, expected=28.000000 predicted=48.059613, expected=52.000000 predicted=52.936786, expected=16.000000 predicted=33.163662, expected=64.000000 predicted=51.707986, expected=16.000000 predicted=34.158480, expected=52.000000 predicted=37.740243, expected=60.000000 predicted=51.394041, expected=60.000000 predicted=41.004035, expected=40.000000 predicted=53.049649, expected=8.000000 predicted=33.989782, expected=40.000000 predicted=43.142594, expected=36.000000 predicted=36.008919, expected=24.000000 predicted=30.090447, expected=52.000000 predicted=41.765051, expected=8.000000 predicted=22.132146, expected=40.000000 predicted=34.980705, expected=16.000000 predicted=28.811161, expected=36.000000 predicted=26.012097, expected=60.000000 predicted=43.427122, expected=32.000000 predicted=28.622156, expected=32.000000 predicted=39.306554, expected=60.000000 predicted=44.902426, expected=24.000000 predicted=33.401396, expected=20.000000 predicted=37.000473, expected=52.000000 predicted=41.887415, expected=52.000000 predicted=36.525916, expected=72.000000 predicted=52.428454, expected=92.000000 predicted=62.853434, expected=36.000000 predicted=49.973918, expected=80.000000 predicted=71.101687, expected=44.000000 predicted=58.892939, expected=76.000000 predicted=63.593546, expected=68.000000 predicted=70.948692, expected=84.000000 predicted=64.239857, expected=116.000000 predicted=88.635548, expected=84.000000 predicted=78.478092, expected=92.000000 predicted=91.336142, expected=64.000000 predicted=83.461879, expected=64.000000 predicted=77.260509, expected=68.000000 predicted=79.594164, expected=56.000000 predicted=65.411584, expected=60.000000 predicted=66.779721, expected=40.000000 predicted=55.365120, expected=116.000000 predicted=74.955767, expected=48.000000 predicted=61.345861, expected=64.000000 predicted=65.095485, expected=32.000000 predicted=62.187285, expected=56.000000 predicted=50.907091, expected=16.000000 predicted=50.438514, expected=56.000000 predicted=43.922889, expected=32.000000 predicted=42.991429, expected=32.000000 predicted=32.726237, expected=32.000000 predicted=41.025942, expected=520.000000 predicted=176.639286, expected=32.000000 predicted=121.354210, expected=36.000000 predicted=133.490488, expected=52.000000 predicted=198.754040, expected=24.000000 predicted=61.519283, expected=4.000000 predicted=176.485207, expected=80.000000 predicted=41.928972, expected=24.000000 predicted=31.956477, expected=44.000000 predicted=41.059844, expected=24.000000 predicted=37.532060, expected=52.000000 predicted=31.088718, expected=16.000000 predicted=42.710716, expected=68.000000 predicted=38.445172, expected=76.000000 predicted=51.317331, expected=44.000000 predicted=43.290052, expected=40.000000 predicted=54.767319, expected=40.000000 predicted=43.234737, expected=48.000000 predicted=49.835156, expected=16.000000 predicted=43.689606, expected=52.000000 predicted=41.644714, expected=64.000000 predicted=44.791955, expected=48.000000 predicted=43.054499, expected=56.000000 predicted=52.924836, expected=44.000000 predicted=44.513174, expected=28.000000 predicted=45.499062, expected=52.000000 predicted=50.530319, expected=40.000000 predicted=42.652179, expected=36.000000 predicted=42.576307, expected=32.000000 predicted=40.595027, expected=16.000000 predicted=30.159224, expected=28.000000 predicted=34.159012, expected=8.000000 predicted=24.812625, expected=60.000000 predicted=32.062520, expected=44.000000 predicted=33.606822, expected=68.000000 predicted=38.924190, expected=44.000000 predicted=46.489470, expected=52.000000 predicted=42.580207, expected=28.000000 predicted=49.805215, expected=16.000000 predicted=36.967428, expected=40.000000 predicted=43.008712, expected=36.000000 predicted=33.720861, expected=56.000000 predicted=41.003179, expected=64.000000 predicted=44.304440, expected=44.000000 predicted=41.338158, expected=32.000000 predicted=45.986547, expected=16.000000 predicted=37.930188, expected=52.000000 predicted=42.853109, expected=32.000000 predicted=39.714041, expected=28.000000 predicted=34.176882, expected=32.000000 predicted=34.962847, expected=28.000000 predicted=27.298214, expected=44.000000 predicted=37.982054, expected=32.000000 predicted=33.073455, expected=28.000000 predicted=31.538856, expected=24.000000 predicted=31.775627, expected=32.000000 predicted=29.547973, expected=28.000000 predicted=31.598194, expected=24.000000 predicted=27.902582, expected=32.000000 predicted=29.070482, expected=64.000000 predicted=35.732164, expected=32.000000 predicted=35.228798, expected=28.000000 predicted=35.621355, expected=52.000000 predicted=40.647227, expected=8.000000 predicted=29.434975, expected=12.000000 predicted=33.589288, expected=8.000000 predicted=22.836831, expected=12.000000 predicted=15.066892, expected=8.000000 predicted=19.091524, expected=20.000000 predicted=11.645125, expected=20.000000 predicted=14.329060, expected=16.000000 predicted=13.918365, expected=16.000000 predicted=16.413811, expected=24.000000 predicted=17.008289, expected=12.000000 predicted=17.233823, expected=28.000000 predicted=20.563477, expected=56.000000 predicted=28.254009, expected=32.000000 predicted=27.427842, expected=24.000000 predicted=31.387781, expected=8.000000 predicted=25.154671, expected=24.000000 predicted=24.757116, expected=16.000000 predicted=26.577837, expected=16.000000 predicted=19.588329, expected=8.000000 predicted=17.207425, expected=16.000000 predicted=13.198326, expected=16.000000 predicted=16.367829, expected=12.000000 predicted=13.501997, expected=20.000000 predicted=16.184854, expected=20.000000 predicted=15.104337, expected=20.000000 predicted=17.507452, expected=4.000000 predicted=15.102235, expected=20.000000 predicted=15.823434, expected=32.000000 predicted=20.097234, expected=8.000000 predicted=15.863363, expected=12.000000 predicted=18.036415, expected=12.000000 predicted=13.551607, expected=12.000000 predicted=13.430952, expected=12.000000 predicted=16.316270, expected=16.000000 predicted=12.071616, expected=28.000000 predicted=16.449698, expected=4.000000 predicted=13.189681, expected=8.000000 predicted=13.405176, expected=12.000000 predicted=13.151204, expected=4.000000 predicted=9.061502, expected=20.000000 predicted=15.288460, expected=16.000000 predicted=10.898733, expected=16.000000 predicted=12.545575, expected=8.000000 predicted=13.694755, expected=20.000000 predicted=13.196790, expected=12.000000 predicted=15.123194, expected=8.000000 predicted=12.640039, expected=20.000000 predicted=15.641099, expected=32.000000 predicted=16.602872, expected=20.000000 predicted=19.340622, expected=28.000000 predicted=22.020938, expected=136.000000 predicted=49.027914, expected=180.000000 predicted=81.201750, expected=184.000000 predicted=115.552171, expected=76.000000 predicted=108.360670, expected=68.000000 predicted=100.261742, expected=80.000000 predicted=110.333140, expected=88.000000 predicted=103.280940, expected=24.000000 predicted=84.960789, expected=56.000000 predicted=64.921375, expected=36.000000 predicted=53.551400, expected=32.000000 predicted=45.132261, expected=32.000000 predicted=48.548985, expected=40.000000 predicted=33.554451, expected=44.000000 predicted=41.749685, expected=44.000000 predicted=39.578778, expected=28.000000 predicted=36.158734, expected=48.000000 predicted=40.276119, expected=4.000000 predicted=29.580149, expected=28.000000 predicted=30.779854, expected=32.000000 predicted=32.256013, expected=8.000000 predicted=18.509334, expected=8.000000 predicted=23.668561, expected=12.000000 predicted=12.764140, expected=36.000000 predicted=20.977954, expected=16.000000 predicted=20.276273, expected=28.000000 predicted=20.385879, expected=16.000000 predicted=19.919170, expected=32.000000 predicted=21.889636, expected=16.000000 predicted=24.799690, expected=12.000000 predicted=17.459404, expected=8.000000 predicted=18.380239, expected=28.000000 predicted=17.655585, expected=24.000000 predicted=21.472959, expected=16.000000 predicted=17.731719, expected=12.000000 predicted=17.485429, expected=16.000000 predicted=15.253970, expected=12.000000 predicted=16.642147, expected=72.000000 predicted=32.673396, expected=8.000000 predicted=21.924658, expected=24.000000 predicted=24.539371, expected=16.000000 predicted=26.279162, expected=28.000000 predicted=18.728331, expected=24.000000 predicted=33.066165, expected=24.000000 predicted=19.953488, expected=16.000000 predicted=22.394089, expected=20.000000 predicted=19.984564, expected=12.000000 predicted=19.424502, expected=44.000000 predicted=25.802885, expected=12.000000 predicted=21.042773, expected=28.000000 predicted=22.608963, expected=20.000000 predicted=24.398549, expected=8.000000 predicted=14.859336, expected=16.000000 predicted=23.232034, expected=12.000000 predicted=13.552542, expected=12.000000 predicted=15.189524, expected=16.000000 predicted=15.483116, expected=20.000000 predicted=14.164115, expected=52.000000 predicted=26.333155, expected=36.000000 predicted=27.402158, expected=16.000000 predicted=24.900741, expected=12.000000 predicted=24.665152, expected=24.000000 predicted=22.391832, expected=8.000000 predicted=21.737145, expected=24.000000 predicted=21.661325, expected=20.000000 predicted=18.609674, expected=12.000000 predicted=14.528151, expected=8.000000 predicted=16.724627, expected=12.000000 predicted=12.071450, expected=20.000000 predicted=16.161697, expected=16.000000 predicted=15.326248, expected=16.000000 predicted=15.051995, expected=8.000000 predicted=12.761353, expected=28.000000 Test MSE: 1345.473
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271])] predicted=63.526128, expected=112.000000 predicted=72.704891, expected=64.000000 predicted=79.385656, expected=32.000000 predicted=73.643501, expected=44.000000 predicted=71.283300, expected=48.000000 predicted=61.350907, expected=72.000000 predicted=64.457192, expected=52.000000 predicted=53.866766, expected=100.000000 predicted=58.678171, expected=80.000000 predicted=68.806955, expected=84.000000 predicted=71.593344, expected=48.000000 predicted=71.989134, expected=128.000000 predicted=81.369826, expected=72.000000 predicted=89.415210, expected=48.000000 predicted=72.412529, expected=268.000000 predicted=113.425939, expected=72.000000 predicted=112.839265, expected=76.000000 predicted=106.598160, expected=80.000000 predicted=100.852234, expected=48.000000 predicted=93.415004, expected=44.000000 predicted=103.097482, expected=24.000000 predicted=54.996955, expected=52.000000 predicted=52.653682, expected=88.000000 predicted=58.988886, expected=48.000000 predicted=52.827416, expected=36.000000 predicted=47.444088, expected=68.000000 predicted=51.491958, expected=24.000000 predicted=51.864072, expected=60.000000 predicted=53.728869, expected=104.000000 predicted=59.613665, expected=84.000000 predicted=65.483676, expected=60.000000 predicted=67.468100, expected=60.000000 predicted=62.796854, expected=48.000000 predicted=66.949832, expected=88.000000 predicted=74.738679, expected=128.000000 predicted=82.482240, expected=80.000000 predicted=79.847212, expected=68.000000 predicted=76.925093, expected=52.000000 predicted=73.747962, expected=40.000000 predicted=72.911716, expected=88.000000 predicted=77.635565, expected=96.000000 predicted=74.313179, expected=48.000000 predicted=66.061973, expected=80.000000 predicted=65.911898, expected=72.000000 predicted=69.892930, expected=28.000000 predicted=67.386563, expected=20.000000 predicted=55.063174, expected=120.000000 predicted=62.134858, expected=32.000000 predicted=61.976964, expected=28.000000 predicted=48.891739, expected=112.000000 predicted=56.799579, expected=40.000000 predicted=57.567125, expected=28.000000 predicted=61.671606, expected=52.000000 predicted=46.781704, expected=52.000000 predicted=49.769914, expected=48.000000 predicted=58.400914, expected=80.000000 predicted=51.290309, expected=120.000000 predicted=65.625080, expected=56.000000 predicted=69.266174, expected=48.000000 predicted=65.272690, expected=32.000000 predicted=59.873789, expected=52.000000 predicted=62.593100, expected=36.000000 predicted=59.633788, expected=24.000000 predicted=40.774063, expected=80.000000 predicted=46.718547, expected=84.000000 predicted=53.554912, expected=36.000000 predicted=52.983262, expected=40.000000 predicted=48.369517, expected=84.000000 predicted=56.280687, expected=88.000000 predicted=70.886382, expected=60.000000 predicted=67.686138, expected=140.000000 predicted=76.698582, expected=72.000000 predicted=80.292441, expected=76.000000 predicted=85.778194, expected=16.000000 predicted=72.743005, expected=56.000000 predicted=64.637203, expected=40.000000 predicted=68.629664, expected=52.000000 predicted=52.111198, expected=52.000000 predicted=51.334172, expected=72.000000 predicted=47.719106, expected=72.000000 predicted=59.388558, expected=56.000000 predicted=57.160642, expected=52.000000 predicted=58.462762, expected=48.000000 predicted=56.916654, expected=32.000000 predicted=53.976081, expected=52.000000 predicted=52.075627, expected=92.000000 predicted=57.753060, expected=56.000000 predicted=57.188670, expected=60.000000 predicted=57.043951, expected=44.000000 predicted=53.963955, expected=76.000000 predicted=61.960209, expected=68.000000 predicted=68.402081, expected=52.000000 predicted=59.133725, expected=40.000000 predicted=55.823597, expected=56.000000 predicted=54.081285, expected=84.000000 predicted=64.453989, expected=64.000000 predicted=62.633957, expected=24.000000 predicted=52.118933, expected=48.000000 predicted=50.303132, expected=72.000000 predicted=57.801986, expected=48.000000 predicted=58.095809, expected=64.000000 predicted=55.091655, expected=36.000000 predicted=47.161503, expected=44.000000 predicted=50.121737, expected=40.000000 predicted=50.914214, expected=32.000000 predicted=42.780806, expected=64.000000 predicted=48.317512, expected=44.000000 predicted=43.834870, expected=44.000000 predicted=44.650782, expected=40.000000 predicted=43.746819, expected=48.000000 predicted=44.116520, expected=40.000000 predicted=47.277819, expected=52.000000 predicted=44.894846, expected=84.000000 predicted=53.344252, expected=68.000000 predicted=56.769656, expected=68.000000 predicted=60.719812, expected=72.000000 predicted=63.707170, expected=12.000000 predicted=55.831201, expected=24.000000 predicted=52.049259, expected=52.000000 predicted=48.972008, expected=160.000000 predicted=71.073908, expected=80.000000 predicted=72.791866, expected=68.000000 predicted=63.692844, expected=36.000000 predicted=65.086336, expected=80.000000 predicted=74.848009, expected=56.000000 predicted=83.735659, expected=60.000000 predicted=63.489434, expected=56.000000 predicted=60.244299, expected=84.000000 predicted=61.436438, expected=44.000000 predicted=64.032070, expected=72.000000 predicted=61.482150, expected=88.000000 predicted=69.097172, expected=60.000000 predicted=66.504740, expected=208.000000 predicted=99.651760, expected=80.000000 predicted=94.316877, expected=60.000000 predicted=90.187960, expected=40.000000 predicted=85.747389, expected=32.000000 predicted=72.397755, expected=48.000000 predicted=82.524043, expected=80.000000 predicted=59.797528, expected=48.000000 predicted=53.219544, expected=108.000000 predicted=61.506096, expected=108.000000 predicted=73.468190, expected=44.000000 predicted=70.362259, expected=44.000000 predicted=69.096084, expected=36.000000 predicted=59.634454, expected=72.000000 predicted=69.891873, expected=92.000000 predicted=71.929203, expected=92.000000 predicted=66.013387, expected=116.000000 predicted=77.867664, expected=24.000000 predicted=67.415065, expected=32.000000 predicted=65.143913, expected=72.000000 predicted=71.105736, expected=64.000000 predicted=68.774251, expected=104.000000 predicted=75.608545, expected=60.000000 predicted=58.929283, expected=60.000000 predicted=61.797849, expected=40.000000 predicted=64.349074, expected=56.000000 predicted=62.078136, expected=60.000000 predicted=66.094342, expected=40.000000 predicted=52.531728, expected=84.000000 predicted=58.455010, expected=84.000000 predicted=62.509783, expected=72.000000 predicted=66.774589, expected=60.000000 predicted=65.731138, expected=64.000000 predicted=64.446561, expected=40.000000 predicted=66.083221, expected=16.000000 predicted=53.594374, expected=48.000000 predicted=49.676091, expected=44.000000 predicted=46.620511, expected=68.000000 predicted=49.985826, expected=120.000000 predicted=61.617395, expected=24.000000 predicted=51.205917, expected=32.000000 predicted=51.063293, expected=20.000000 predicted=46.494220, expected=116.000000 predicted=66.755914, expected=56.000000 predicted=68.937608, expected=92.000000 predicted=56.432949, expected=40.000000 predicted=57.128089, expected=68.000000 predicted=60.068260, expected=68.000000 predicted=76.624213, expected=20.000000 predicted=54.494672, expected=88.000000 predicted=64.742146, expected=64.000000 predicted=59.159972, expected=36.000000 predicted=56.585144, expected=60.000000 predicted=55.970737, expected=72.000000 predicted=55.461002, expected=72.000000 predicted=68.226751, expected=40.000000 predicted=56.969270, expected=56.000000 predicted=53.437418, expected=84.000000 predicted=65.261733, expected=52.000000 predicted=63.729565, expected=48.000000 predicted=58.210634, expected=76.000000 predicted=58.738781, expected=52.000000 predicted=61.057637, expected=148.000000 predicted=81.962021, expected=108.000000 predicted=84.635494, expected=88.000000 predicted=84.535191, expected=68.000000 predicted=86.566367, expected=56.000000 predicted=80.592514, expected=64.000000 predicted=89.893818, expected=52.000000 predicted=73.361589, expected=36.000000 predicted=60.040443, expected=64.000000 predicted=57.071690, expected=84.000000 predicted=61.870886, expected=108.000000 predicted=72.461565, expected=40.000000 predicted=63.014175, expected=24.000000 predicted=52.692318, expected=56.000000 predicted=60.430646, expected=108.000000 predicted=74.765880, expected=92.000000 predicted=77.929153, expected=32.000000 predicted=55.455216, expected=52.000000 predicted=55.495023, expected=16.000000 predicted=55.615293, expected=12.000000 predicted=51.033693, expected=100.000000 predicted=56.981719, expected=24.000000 predicted=40.807325, expected=68.000000 predicted=45.919223, expected=32.000000 predicted=40.083242, expected=32.000000 predicted=40.747763, expected=32.000000 predicted=49.674938, expected=84.000000 predicted=46.812934, expected=60.000000 predicted=55.233324, expected=52.000000 predicted=47.564274, expected=20.000000 predicted=42.881856, expected=68.000000 predicted=51.065551, expected=32.000000 predicted=54.720720, expected=72.000000 predicted=52.126199, expected=36.000000 predicted=47.420139, expected=8.000000 predicted=34.632452, expected=40.000000 predicted=42.620312, expected=80.000000 predicted=47.345863, expected=84.000000 predicted=58.959974, expected=52.000000 predicted=49.661079, expected=28.000000 predicted=42.903425, expected=60.000000 predicted=55.201682, expected=76.000000 predicted=66.561230, expected=124.000000 predicted=76.772403, expected=72.000000 predicted=69.476341, expected=36.000000 predicted=59.263147, expected=40.000000 predicted=63.537625, expected=92.000000 predicted=75.530396, expected=52.000000 predicted=73.875047, expected=36.000000 predicted=53.192353, expected=84.000000 predicted=56.552080, expected=108.000000 predicted=71.472108, expected=80.000000 predicted=77.764935, expected=52.000000 predicted=65.256964, expected=36.000000 predicted=60.667844, expected=108.000000 predicted=80.647177, expected=44.000000 predicted=73.868375, expected=52.000000 predicted=60.578383, expected=56.000000 predicted=57.551622, expected=52.000000 predicted=56.490485, expected=76.000000 predicted=68.147802, expected=48.000000 predicted=54.168278, expected=36.000000 predicted=51.116129, expected=36.000000 predicted=49.463213, expected=32.000000 predicted=46.003292, expected=56.000000 predicted=49.714667, expected=64.000000 predicted=47.614468, expected=76.000000 predicted=51.371253, expected=48.000000 predicted=50.873276, expected=48.000000 predicted=51.294373, expected=40.000000 predicted=54.170550, expected=80.000000 predicted=61.212026, expected=64.000000 predicted=61.919634, expected=36.000000 predicted=50.553693, expected=72.000000 predicted=56.376713, expected=44.000000 predicted=55.254141, expected=40.000000 predicted=55.591000, expected=4.000000 predicted=41.251407, expected=40.000000 predicted=38.291828, expected=68.000000 predicted=49.278389, expected=48.000000 predicted=42.245626, expected=92.000000 predicted=50.690419, expected=48.000000 predicted=48.146087, expected=40.000000 predicted=52.555232, expected=64.000000 predicted=60.393154, expected=88.000000 predicted=65.351269, expected=32.000000 predicted=61.053642, expected=40.000000 predicted=49.113443, expected=72.000000 predicted=56.533784, expected=40.000000 predicted=56.356414, expected=36.000000 predicted=51.464214, expected=48.000000 predicted=43.957243, expected=68.000000 predicted=51.823297, expected=60.000000 predicted=56.068449, expected=92.000000 predicted=58.734272, expected=48.000000 predicted=57.216777, expected=36.000000 predicted=55.047845, expected=48.000000 predicted=58.087751, expected=32.000000 predicted=52.017311, expected=56.000000 predicted=54.443005, expected=36.000000 predicted=43.049172, expected=60.000000 predicted=44.820093, expected=52.000000 predicted=48.299688, expected=48.000000 predicted=46.266259, expected=48.000000 predicted=50.001331, expected=44.000000 predicted=46.977451, expected=28.000000 predicted=45.901750, expected=44.000000 predicted=44.046625, expected=52.000000 predicted=45.333972, expected=68.000000 predicted=49.276111, expected=80.000000 predicted=54.687799, expected=44.000000 predicted=50.689855, expected=56.000000 predicted=55.340251, expected=84.000000 predicted=65.218194, expected=88.000000 predicted=72.273532, expected=100.000000 predicted=77.691673, expected=116.000000 predicted=82.194820, expected=76.000000 predicted=84.397277, expected=68.000000 predicted=85.606212, expected=44.000000 predicted=79.002025, expected=44.000000 predicted=73.194233, expected=44.000000 predicted=66.692466, expected=44.000000 predicted=53.984561, expected=80.000000 predicted=57.153435, expected=68.000000 predicted=55.698230, expected=16.000000 predicted=45.771012, expected=68.000000 predicted=52.355334, expected=36.000000 predicted=51.602467, expected=68.000000 predicted=57.873111, expected=52.000000 predicted=53.133941, expected=76.000000 predicted=52.024593, expected=36.000000 predicted=55.701462, expected=16.000000 predicted=42.800165, expected=36.000000 predicted=46.905991, expected=32.000000 predicted=41.891950, expected=4.000000 predicted=33.377912, expected=20.000000 predicted=23.397025, expected=20.000000 predicted=21.218599, expected=52.000000 predicted=30.051463, expected=76.000000 predicted=38.491208, expected=56.000000 predicted=38.290331, expected=52.000000 predicted=44.274279, expected=36.000000 predicted=45.477770, expected=32.000000 predicted=48.596188, expected=132.000000 predicted=70.676818, expected=60.000000 predicted=64.021151, expected=56.000000 predicted=58.319115, expected=72.000000 predicted=62.841182, expected=72.000000 predicted=69.221201, expected=44.000000 predicted=74.017244, expected=32.000000 predicted=53.264289, expected=76.000000 predicted=59.658072, expected=56.000000 predicted=60.564731, expected=36.000000 predicted=51.905192, expected=44.000000 predicted=46.705943, expected=56.000000 predicted=49.691742, expected=48.000000 predicted=54.026573, expected=36.000000 predicted=45.471386, expected=64.000000 predicted=47.750314, expected=28.000000 predicted=45.067813, expected=28.000000 predicted=41.791825, expected=76.000000 predicted=49.156649, expected=52.000000 predicted=48.409738, expected=24.000000 predicted=44.049682, expected=72.000000 predicted=46.861453, expected=120.000000 predicted=66.268066, expected=56.000000 predicted=67.560479, expected=20.000000 predicted=52.321742, expected=28.000000 predicted=48.621718, expected=92.000000 predicted=67.947627, expected=24.000000 predicted=58.661810, expected=56.000000 predicted=45.917990, expected=72.000000 predicted=49.956329, expected=108.000000 predicted=65.333149, expected=48.000000 predicted=67.328868, expected=40.000000 predicted=53.336852, expected=72.000000 predicted=66.271112, expected=40.000000 predicted=62.153028, expected=68.000000 predicted=64.905452, expected=132.000000 predicted=72.139381, expected=44.000000 predicted=63.577072, expected=80.000000 predicted=71.737347, expected=36.000000 predicted=63.592715, expected=52.000000 predicted=66.086774, expected=72.000000 predicted=73.750305, expected=56.000000 predicted=56.203343, expected=60.000000 predicted=60.274676, expected=32.000000 predicted=48.952683, expected=60.000000 predicted=54.968952, expected=16.000000 predicted=48.399214, expected=28.000000 predicted=40.558902, expected=32.000000 predicted=39.014758, expected=64.000000 predicted=40.392813, expected=104.000000 predicted=56.525575, expected=32.000000 predicted=43.839829, expected=28.000000 predicted=43.599543, expected=36.000000 predicted=47.361670, expected=60.000000 predicted=55.323757, expected=32.000000 predicted=50.718568, expected=80.000000 predicted=46.326164, expected=64.000000 predicted=50.998917, expected=48.000000 predicted=51.402459, expected=80.000000 predicted=62.074646, expected=120.000000 predicted=73.456732, expected=96.000000 predicted=83.318516, expected=28.000000 predicted=67.725515, expected=60.000000 predicted=68.667313, expected=100.000000 predicted=83.328870, expected=40.000000 predicted=73.927476, expected=44.000000 predicted=60.770162, expected=96.000000 predicted=63.025666, expected=92.000000 predicted=73.537182, expected=48.000000 predicted=69.479846, expected=52.000000 predicted=59.743405, expected=60.000000 predicted=64.015851, expected=56.000000 predicted=67.736082, expected=40.000000 predicted=58.160399, expected=32.000000 predicted=46.432910, expected=32.000000 predicted=44.419105, expected=88.000000 predicted=55.019169, expected=76.000000 predicted=56.698807, expected=92.000000 predicted=61.422337, expected=68.000000 predicted=63.886587, expected=36.000000 predicted=60.415710, expected=44.000000 predicted=66.166450, expected=60.000000 predicted=63.343886, expected=44.000000 predicted=57.996360, expected=28.000000 predicted=45.819152, expected=88.000000 predicted=52.714478, expected=20.000000 predicted=45.417379, expected=68.000000 predicted=52.010507, expected=52.000000 predicted=51.168203, expected=60.000000 predicted=51.115790, expected=24.000000 Test MSE: 940.423
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965])] predicted=24.948062, expected=4.000000 predicted=16.675403, expected=24.000000 predicted=18.417010, expected=16.000000 predicted=18.487701, expected=16.000000 predicted=17.439073, expected=20.000000 predicted=21.999228, expected=16.000000 predicted=15.386553, expected=8.000000 predicted=15.298854, expected=12.000000 predicted=14.141357, expected=20.000000 predicted=16.307088, expected=28.000000 predicted=19.352739, expected=20.000000 predicted=17.789664, expected=40.000000 predicted=23.818264, expected=28.000000 predicted=25.278824, expected=16.000000 predicted=22.780666, expected=24.000000 predicted=25.865606, expected=24.000000 predicted=25.014149, expected=32.000000 predicted=28.552426, expected=20.000000 predicted=23.715870, expected=28.000000 predicted=23.957326, expected=48.000000 predicted=32.853406, expected=20.000000 predicted=27.089125, expected=8.000000 predicted=22.359529, expected=12.000000 predicted=21.009087, expected=12.000000 predicted=19.886735, expected=4.000000 predicted=16.113709, expected=32.000000 predicted=17.936473, expected=44.000000 predicted=23.402413, expected=24.000000 predicted=21.097976, expected=12.000000 predicted=18.907089, expected=8.000000 predicted=17.554279, expected=28.000000 predicted=25.580196, expected=8.000000 predicted=19.777446, expected=8.000000 predicted=13.174524, expected=36.000000 predicted=20.499110, expected=52.000000 predicted=28.096510, expected=12.000000 predicted=21.736594, expected=24.000000 predicted=22.337907, expected=12.000000 predicted=21.872903, expected=12.000000 predicted=21.921406, expected=20.000000 predicted=23.667201, expected=8.000000 predicted=13.156363, expected=48.000000 predicted=25.596026, expected=16.000000 predicted=19.273795, expected=16.000000 predicted=17.626687, expected=28.000000 predicted=24.402795, expected=28.000000 predicted=23.672845, expected=16.000000 predicted=24.630852, expected=20.000000 predicted=20.281974, expected=36.000000 predicted=25.997662, expected=12.000000 predicted=21.489110, expected=20.000000 predicted=21.454230, expected=16.000000 predicted=19.688323, expected=24.000000 predicted=21.194286, expected=24.000000 predicted=23.334505, expected=24.000000 predicted=20.148962, expected=24.000000 predicted=22.372560, expected=12.000000 predicted=18.831485, expected=20.000000 predicted=21.020845, expected=12.000000 predicted=18.461828, expected=16.000000 predicted=17.497679, expected=36.000000 predicted=23.357075, expected=24.000000 predicted=20.438304, expected=28.000000 predicted=23.140662, expected=12.000000 predicted=19.636879, expected=24.000000 predicted=22.607218, expected=20.000000 predicted=24.298377, expected=40.000000 predicted=26.952401, expected=20.000000 predicted=24.033268, expected=32.000000 predicted=24.670943, expected=60.000000 predicted=37.936823, expected=24.000000 predicted=30.554253, expected=40.000000 predicted=36.241187, expected=40.000000 predicted=36.957431, expected=24.000000 predicted=33.623146, expected=52.000000 predicted=42.995131, expected=12.000000 predicted=28.934833, expected=44.000000 predicted=35.830356, expected=24.000000 predicted=32.791805, expected=16.000000 predicted=25.478579, expected=36.000000 predicted=32.471599, expected=16.000000 predicted=23.211331, expected=12.000000 predicted=22.696741, expected=20.000000 predicted=20.756152, expected=28.000000 predicted=22.302342, expected=28.000000 predicted=24.619696, expected=20.000000 predicted=20.371775, expected=8.000000 predicted=17.061499, expected=20.000000 predicted=20.330113, expected=24.000000 predicted=22.257356, expected=28.000000 predicted=22.584842, expected=20.000000 predicted=20.066175, expected=28.000000 predicted=21.798237, expected=4.000000 predicted=18.114784, expected=24.000000 predicted=21.264587, expected=8.000000 predicted=17.854772, expected=20.000000 predicted=17.226322, expected=44.000000 predicted=25.648706, expected=28.000000 predicted=22.161427, expected=24.000000 predicted=24.080371, expected=24.000000 predicted=24.036684, expected=40.000000 predicted=31.283461, expected=20.000000 predicted=29.171576, expected=16.000000 predicted=23.390158, expected=32.000000 predicted=27.032691, expected=36.000000 predicted=29.406679, expected=32.000000 predicted=30.068725, expected=8.000000 predicted=21.208423, expected=48.000000 predicted=31.004666, expected=20.000000 predicted=28.868617, expected=24.000000 predicted=26.665420, expected=48.000000 predicted=33.323008, expected=28.000000 predicted=28.738077, expected=16.000000 predicted=28.557294, expected=20.000000 predicted=24.887956, expected=8.000000 predicted=21.452622, expected=8.000000 predicted=19.768992, expected=44.000000 predicted=24.701404, expected=48.000000 predicted=28.117405, expected=16.000000 predicted=22.412174, expected=32.000000 predicted=25.963728, expected=28.000000 predicted=28.591171, expected=48.000000 predicted=37.928089, expected=8.000000 predicted=27.667504, expected=48.000000 predicted=31.400770, expected=40.000000 predicted=35.929837, expected=20.000000 predicted=29.380492, expected=24.000000 predicted=30.996048, expected=28.000000 predicted=27.288983, expected=16.000000 predicted=27.813507, expected=12.000000 predicted=22.018672, expected=20.000000 predicted=19.974815, expected=40.000000 predicted=25.947265, expected=20.000000 predicted=22.661163, expected=4.000000 predicted=16.000422, expected=12.000000 predicted=16.929796, expected=12.000000 predicted=17.022950, expected=12.000000 predicted=16.519081, expected=20.000000 predicted=14.689757, expected=28.000000 predicted=16.447545, expected=36.000000 predicted=22.345147, expected=24.000000 predicted=22.136445, expected=24.000000 predicted=23.464602, expected=12.000000 predicted=22.041627, expected=40.000000 predicted=29.045942, expected=28.000000 predicted=28.206994, expected=40.000000 predicted=29.320891, expected=20.000000 predicted=26.658863, expected=20.000000 predicted=24.541207, expected=20.000000 predicted=27.431314, expected=16.000000 predicted=22.611320, expected=12.000000 predicted=20.451983, expected=28.000000 predicted=20.665791, expected=28.000000 predicted=22.010868, expected=28.000000 predicted=22.764728, expected=16.000000 predicted=20.465965, expected=12.000000 predicted=18.722928, expected=8.000000 predicted=18.334581, expected=36.000000 predicted=23.747652, expected=20.000000 predicted=20.712125, expected=24.000000 predicted=19.476257, expected=48.000000 predicted=28.370563, expected=20.000000 predicted=24.481565, expected=16.000000 predicted=25.474442, expected=4.000000 predicted=19.318046, expected=20.000000 predicted=21.221096, expected=8.000000 predicted=18.894590, expected=16.000000 predicted=14.110674, expected=24.000000 predicted=16.573725, expected=12.000000 predicted=13.188510, expected=8.000000 predicted=13.662785, expected=8.000000 predicted=11.737699, expected=24.000000 predicted=16.569450, expected=28.000000 predicted=19.510312, expected=24.000000 predicted=18.185262, expected=16.000000 predicted=17.364143, expected=12.000000 predicted=17.049688, expected=12.000000 predicted=18.217816, expected=8.000000 predicted=15.591905, expected=16.000000 predicted=15.113139, expected=44.000000 predicted=22.305415, expected=44.000000 predicted=26.161654, expected=16.000000 predicted=21.547942, expected=12.000000 predicted=20.629054, expected=12.000000 predicted=21.708866, expected=24.000000 predicted=25.713600, expected=28.000000 predicted=24.683015, expected=16.000000 predicted=17.510758, expected=36.000000 predicted=23.281802, expected=8.000000 predicted=18.568823, expected=20.000000 predicted=21.063723, expected=24.000000 predicted=23.131532, expected=20.000000 predicted=20.056444, expected=20.000000 predicted=21.781867, expected=52.000000 predicted=27.936742, expected=40.000000 predicted=31.141911, expected=36.000000 predicted=31.980875, expected=12.000000 predicted=26.837699, expected=24.000000 predicted=28.563098, expected=12.000000 predicted=27.827222, expected=24.000000 predicted=24.750421, expected=20.000000 predicted=22.238343, expected=28.000000 predicted=20.656772, expected=12.000000 predicted=19.142896, expected=4.000000 predicted=13.856638, expected=4.000000 predicted=13.828572, expected=28.000000 predicted=18.083520, expected=32.000000 predicted=21.219412, expected=44.000000 predicted=24.169357, expected=28.000000 predicted=23.565230, expected=20.000000 predicted=23.403397, expected=8.000000 predicted=23.529343, expected=32.000000 predicted=28.090384, expected=4.000000 predicted=21.061946, expected=28.000000 predicted=20.934390, expected=20.000000 predicted=19.932294, expected=24.000000 predicted=18.790836, expected=28.000000 predicted=24.535481, expected=12.000000 predicted=17.170014, expected=12.000000 predicted=19.232069, expected=12.000000 predicted=17.172160, expected=28.000000 predicted=20.893333, expected=16.000000 predicted=18.527723, expected=24.000000 predicted=17.800247, expected=24.000000 predicted=20.139183, expected=12.000000 predicted=17.451324, expected=20.000000 predicted=20.767717, expected=36.000000 predicted=24.300894, expected=16.000000 predicted=21.222772, expected=20.000000 predicted=20.830793, expected=16.000000 predicted=19.211069, expected=28.000000 predicted=23.075359, expected=8.000000 predicted=19.678721, expected=16.000000 predicted=16.451722, expected=16.000000 predicted=17.660414, expected=24.000000 predicted=18.580761, expected=20.000000 predicted=19.673290, expected=44.000000 predicted=24.315320, expected=8.000000 predicted=19.421532, expected=24.000000 predicted=21.469598, expected=20.000000 predicted=23.691398, expected=12.000000 predicted=18.998973, expected=16.000000 predicted=21.293411, expected=24.000000 predicted=17.939866, expected=24.000000 predicted=20.952579, expected=16.000000 predicted=18.294952, expected=8.000000 predicted=14.815381, expected=20.000000 predicted=18.046015, expected=12.000000 predicted=16.988060, expected=32.000000 predicted=20.856975, expected=32.000000 predicted=22.446879, expected=16.000000 predicted=18.385005, expected=4.000000 predicted=16.643884, expected=12.000000 predicted=16.399869, expected=8.000000 predicted=16.640599, expected=64.000000 predicted=29.988895, expected=28.000000 predicted=23.998643, expected=20.000000 predicted=19.657974, expected=12.000000 predicted=21.846430, expected=12.000000 predicted=20.513981, expected=28.000000 predicted=29.907290, expected=28.000000 predicted=23.184836, expected=24.000000 predicted=20.994764, expected=40.000000 predicted=25.921583, expected=8.000000 predicted=20.405812, expected=4.000000 predicted=18.468248, expected=12.000000 predicted=18.962039, expected=16.000000 predicted=17.574147, expected=28.000000 predicted=21.173841, expected=52.000000 predicted=24.928047, expected=24.000000 predicted=21.976447, expected=20.000000 predicted=22.612622, expected=8.000000 predicted=21.376636, expected=12.000000 predicted=21.847534, expected=16.000000 predicted=23.405249, expected=16.000000 predicted=16.580126, expected=20.000000 predicted=16.452450, expected=20.000000 predicted=15.683714, expected=24.000000 predicted=18.548012, expected=12.000000 predicted=16.885267, expected=24.000000 predicted=19.546416, expected=28.000000 predicted=22.798311, expected=20.000000 predicted=20.931670, expected=16.000000 predicted=19.903929, expected=8.000000 predicted=15.751937, expected=36.000000 predicted=24.390314, expected=24.000000 predicted=23.507369, expected=16.000000 predicted=18.704537, expected=52.000000 predicted=29.269554, expected=16.000000 predicted=23.345949, expected=20.000000 predicted=25.631539, expected=20.000000 predicted=24.248701, expected=20.000000 predicted=22.585950, expected=12.000000 predicted=23.525983, expected=12.000000 predicted=15.587814, expected=44.000000 predicted=25.151771, expected=24.000000 predicted=22.910469, expected=32.000000 predicted=24.407959, expected=28.000000 predicted=25.258290, expected=16.000000 predicted=23.069496, expected=24.000000 predicted=28.222176, expected=4.000000 predicted=18.783485, expected=20.000000 predicted=20.738667, expected=16.000000 predicted=18.846945, expected=44.000000 predicted=24.047072, expected=16.000000 predicted=20.934692, expected=20.000000 predicted=17.925683, expected=16.000000 predicted=21.186534, expected=4.000000 predicted=16.266369, expected=28.000000 predicted=23.737491, expected=40.000000 predicted=24.283784, expected=12.000000 predicted=18.794884, expected=4.000000 predicted=14.219321, expected=12.000000 predicted=14.930712, expected=8.000000 predicted=16.716402, expected=16.000000 predicted=17.087099, expected=8.000000 predicted=9.989995, expected=28.000000 predicted=14.338121, expected=28.000000 predicted=18.798189, expected=8.000000 predicted=13.889932, expected=20.000000 predicted=17.711844, expected=32.000000 predicted=22.057163, expected=16.000000 predicted=21.569750, expected=24.000000 predicted=21.848516, expected=16.000000 predicted=18.226087, expected=12.000000 predicted=18.356918, expected=4.000000 predicted=16.070176, expected=16.000000 predicted=14.758771, expected=28.000000 predicted=19.428470, expected=4.000000 predicted=12.098833, expected=4.000000 predicted=9.507903, expected=12.000000 predicted=11.042130, expected=28.000000 predicted=17.618666, expected=24.000000 predicted=18.980640, expected=16.000000 predicted=13.898852, expected=20.000000 predicted=16.707563, expected=4.000000 predicted=14.791367, expected=28.000000 predicted=21.509756, expected=28.000000 predicted=22.269426, expected=28.000000 predicted=21.348280, expected=40.000000 predicted=26.955544, expected=8.000000 predicted=19.120895, expected=20.000000 predicted=23.818798, expected=8.000000 predicted=20.556562, expected=16.000000 predicted=19.536671, expected=32.000000 predicted=24.177354, expected=36.000000 predicted=22.166563, expected=8.000000 predicted=17.896353, expected=20.000000 predicted=18.407617, expected=8.000000 predicted=18.145247, expected=12.000000 predicted=18.699722, expected=16.000000 predicted=18.127640, expected=40.000000 predicted=20.508735, expected=60.000000 predicted=32.034197, expected=24.000000 predicted=25.026156, expected=20.000000 predicted=24.827350, expected=28.000000 predicted=29.778098, expected=24.000000 predicted=32.046934, expected=24.000000 predicted=31.120949, expected=24.000000 predicted=24.008697, expected=12.000000 predicted=20.097077, expected=24.000000 predicted=23.019552, expected=8.000000 predicted=18.056018, expected=4.000000 predicted=14.039042, expected=20.000000 predicted=16.762214, expected=44.000000 predicted=22.994765, expected=36.000000 predicted=25.508960, expected=20.000000 predicted=20.117653, expected=28.000000 predicted=23.878833, expected=20.000000 predicted=26.302201, expected=28.000000 predicted=30.007935, expected=12.000000 predicted=22.991350, expected=24.000000 predicted=21.780369, expected=36.000000 predicted=27.298286, expected=8.000000 predicted=19.061900, expected=24.000000 predicted=22.060417, expected=20.000000 predicted=20.436358, expected=32.000000 predicted=25.226572, expected=28.000000 predicted=26.315735, expected=28.000000 predicted=22.846102, expected=20.000000 predicted=24.304304, expected=16.000000 predicted=22.135693, expected=16.000000 predicted=22.651510, expected=16.000000 predicted=20.415783, expected=12.000000 predicted=17.652243, expected=8.000000 predicted=13.752964, expected=24.000000 predicted=16.820431, expected=40.000000 predicted=23.123365, expected=56.000000 predicted=30.941765, expected=24.000000 predicted=25.761453, expected=16.000000 predicted=23.449231, expected=12.000000 predicted=25.415244, expected=16.000000 predicted=26.354617, expected=32.000000 predicted=29.544994, expected=32.000000 predicted=24.295082, expected=32.000000 predicted=24.156760, expected=40.000000 predicted=28.424996, expected=32.000000 predicted=29.990775, expected=36.000000 predicted=33.975510, expected=28.000000 predicted=32.401141, expected=40.000000 predicted=35.274894, expected=24.000000 predicted=32.484635, expected=48.000000 predicted=36.443986, expected=28.000000 predicted=33.784451, expected=24.000000 predicted=29.605695, expected=20.000000 predicted=29.453874, expected=12.000000 predicted=23.300169, expected=36.000000 predicted=30.819948, expected=32.000000 predicted=27.431376, expected=24.000000 predicted=24.199578, expected=16.000000 predicted=21.449290, expected=12.000000 predicted=19.328712, expected=36.000000 predicted=28.610044, expected=24.000000 predicted=25.242061, expected=36.000000 predicted=26.128739, expected=40.000000 predicted=29.054632, expected=48.000000 predicted=34.029418, expected=44.000000 predicted=39.080716, expected=16.000000 predicted=30.279789, expected=40.000000 predicted=37.062386, expected=20.000000 predicted=33.330751, expected=16.000000 predicted=28.680898, expected=52.000000 predicted=35.887686, expected=36.000000 predicted=31.135543, expected=32.000000 predicted=32.458996, expected=20.000000 predicted=26.723153, expected=24.000000 predicted=27.791658, expected=32.000000 Test MSE: 152.726
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582])] predicted=21.004156, expected=8.000000 predicted=16.790981, expected=8.000000 predicted=13.200543, expected=4.000000 predicted=13.493262, expected=12.000000 predicted=11.636409, expected=28.000000 predicted=18.806304, expected=8.000000 predicted=10.507279, expected=8.000000 predicted=9.336328, expected=28.000000 predicted=17.332405, expected=12.000000 predicted=14.653911, expected=20.000000 predicted=19.009967, expected=12.000000 predicted=13.477938, expected=8.000000 predicted=11.336878, expected=28.000000 predicted=21.932681, expected=28.000000 predicted=20.784481, expected=16.000000 predicted=18.159724, expected=24.000000 predicted=19.614977, expected=8.000000 predicted=14.353504, expected=4.000000 predicted=14.376807, expected=32.000000 predicted=23.424953, expected=16.000000 predicted=17.133688, expected=8.000000 predicted=14.013968, expected=4.000000 predicted=8.949673, expected=12.000000 predicted=10.905349, expected=24.000000 predicted=20.350937, expected=4.000000 predicted=10.103098, expected=12.000000 predicted=10.194761, expected=4.000000 predicted=7.698427, expected=8.000000 predicted=9.588223, expected=8.000000 predicted=11.097054, expected=12.000000 predicted=8.561161, expected=20.000000 predicted=13.607452, expected=32.000000 predicted=18.336012, expected=12.000000 predicted=13.971491, expected=16.000000 predicted=14.911371, expected=20.000000 predicted=18.290948, expected=16.000000 predicted=18.370342, expected=4.000000 predicted=14.679735, expected=24.000000 predicted=16.982709, expected=28.000000 predicted=21.086887, expected=36.000000 predicted=25.604183, expected=16.000000 predicted=19.265802, expected=12.000000 predicted=15.184319, expected=8.000000 predicted=17.147004, expected=16.000000 predicted=18.972624, expected=16.000000 predicted=19.321166, expected=16.000000 predicted=14.766056, expected=8.000000 predicted=11.242597, expected=16.000000 predicted=13.148873, expected=16.000000 predicted=15.364163, expected=8.000000 predicted=11.977048, expected=4.000000 predicted=9.500192, expected=20.000000 predicted=13.614710, expected=4.000000 predicted=10.064416, expected=16.000000 predicted=12.704161, expected=8.000000 predicted=9.610310, expected=20.000000 predicted=12.859575, expected=12.000000 predicted=14.217387, expected=8.000000 predicted=9.120646, expected=20.000000 predicted=15.865238, expected=4.000000 predicted=9.457227, expected=12.000000 predicted=12.737997, expected=12.000000 predicted=11.829265, expected=12.000000 predicted=10.934178, expected=24.000000 predicted=17.567890, expected=32.000000 predicted=19.588251, expected=28.000000 predicted=21.746315, expected=16.000000 predicted=18.324587, expected=24.000000 predicted=21.430484, expected=16.000000 predicted=21.390059, expected=20.000000 predicted=22.583446, expected=20.000000 predicted=21.456226, expected=36.000000 predicted=25.242880, expected=20.000000 predicted=22.663999, expected=12.000000 predicted=17.133040, expected=28.000000 predicted=23.657075, expected=24.000000 predicted=23.364404, expected=16.000000 predicted=22.183159, expected=20.000000 predicted=19.887934, expected=28.000000 predicted=22.119532, expected=24.000000 predicted=24.216969, expected=8.000000 predicted=16.958679, expected=28.000000 predicted=21.772607, expected=12.000000 predicted=18.114204, expected=16.000000 predicted=18.759571, expected=36.000000 predicted=25.643359, expected=20.000000 predicted=18.994293, expected=12.000000 predicted=18.860563, expected=20.000000 predicted=18.461975, expected=16.000000 predicted=18.232146, expected=8.000000 predicted=17.538984, expected=8.000000 predicted=12.774930, expected=20.000000 predicted=15.232412, expected=32.000000 predicted=22.041142, expected=24.000000 predicted=19.932526, expected=36.000000 predicted=24.066529, expected=20.000000 predicted=20.980674, expected=24.000000 predicted=24.192575, expected=20.000000 predicted=25.095518, expected=28.000000 predicted=25.549440, expected=16.000000 predicted=23.416623, expected=12.000000 predicted=17.296148, expected=12.000000 predicted=17.184825, expected=8.000000 predicted=13.821543, expected=20.000000 predicted=18.317101, expected=16.000000 predicted=15.099136, expected=20.000000 predicted=15.794680, expected=8.000000 predicted=12.273085, expected=16.000000 predicted=13.772688, expected=12.000000 predicted=15.056340, expected=16.000000 predicted=14.898701, expected=4.000000 predicted=11.221952, expected=8.000000 predicted=9.073503, expected=4.000000 predicted=8.965640, expected=16.000000 predicted=11.564358, expected=24.000000 predicted=16.310687, expected=8.000000 predicted=9.389841, expected=12.000000 predicted=11.229981, expected=24.000000 predicted=16.101356, expected=8.000000 predicted=13.410810, expected=12.000000 predicted=14.679441, expected=36.000000 predicted=21.203622, expected=24.000000 predicted=20.215908, expected=12.000000 predicted=17.877123, expected=24.000000 predicted=19.207953, expected=8.000000 predicted=15.020157, expected=12.000000 predicted=18.751375, expected=24.000000 predicted=20.115849, expected=20.000000 predicted=17.074714, expected=24.000000 predicted=21.020684, expected=40.000000 predicted=25.275042, expected=8.000000 predicted=16.797476, expected=16.000000 predicted=19.957017, expected=20.000000 predicted=20.622641, expected=24.000000 predicted=22.397511, expected=28.000000 predicted=26.799837, expected=36.000000 predicted=24.401091, expected=20.000000 predicted=22.189819, expected=16.000000 predicted=20.903192, expected=20.000000 predicted=22.523504, expected=24.000000 predicted=24.213739, expected=24.000000 predicted=25.337114, expected=24.000000 predicted=22.051838, expected=4.000000 predicted=14.158010, expected=20.000000 predicted=18.949058, expected=28.000000 predicted=23.237743, expected=8.000000 predicted=16.096642, expected=24.000000 predicted=20.362187, expected=24.000000 predicted=17.923668, expected=12.000000 predicted=17.289777, expected=20.000000 predicted=20.635983, expected=24.000000 predicted=18.604008, expected=20.000000 predicted=20.956825, expected=24.000000 predicted=22.172296, expected=28.000000 predicted=22.003160, expected=40.000000 predicted=29.267419, expected=32.000000 predicted=29.118550, expected=12.000000 predicted=21.339376, expected=16.000000 predicted=21.997090, expected=4.000000 predicted=17.113354, expected=8.000000 predicted=17.794043, expected=12.000000 predicted=15.691550, expected=40.000000 predicted=21.913404, expected=20.000000 predicted=18.549360, expected=16.000000 predicted=14.800776, expected=12.000000 predicted=14.808490, expected=20.000000 predicted=18.166441, expected=32.000000 predicted=28.188103, expected=20.000000 predicted=20.393097, expected=8.000000 predicted=14.868033, expected=8.000000 predicted=13.152357, expected=8.000000 predicted=13.737504, expected=16.000000 predicted=17.545622, expected=16.000000 predicted=14.787966, expected=16.000000 predicted=12.695802, expected=16.000000 predicted=13.458389, expected=20.000000 predicted=15.630086, expected=16.000000 predicted=16.443845, expected=4.000000 predicted=11.673239, expected=24.000000 predicted=17.921569, expected=8.000000 predicted=13.133755, expected=12.000000 predicted=13.923309, expected=8.000000 predicted=11.505131, expected=24.000000 predicted=14.683299, expected=32.000000 predicted=23.233367, expected=8.000000 predicted=12.638177, expected=8.000000 predicted=12.531313, expected=28.000000 predicted=19.218733, expected=20.000000 predicted=20.512880, expected=28.000000 predicted=24.358875, expected=16.000000 predicted=16.478001, expected=20.000000 predicted=18.109667, expected=20.000000 predicted=22.219094, expected=16.000000 predicted=18.698845, expected=12.000000 predicted=17.907465, expected=16.000000 predicted=16.185203, expected=24.000000 predicted=19.883375, expected=4.000000 predicted=12.862168, expected=8.000000 predicted=11.838013, expected=8.000000 predicted=10.723599, expected=4.000000 predicted=9.119210, expected=12.000000 predicted=12.259430, expected=8.000000 predicted=7.147159, expected=16.000000 predicted=10.949032, expected=16.000000 predicted=12.030267, expected=4.000000 predicted=7.543517, expected=4.000000 predicted=8.329340, expected=16.000000 predicted=11.579260, expected=20.000000 predicted=15.191158, expected=8.000000 predicted=11.180483, expected=4.000000 predicted=7.068376, expected=8.000000 predicted=8.425816, expected=20.000000 predicted=14.949577, expected=20.000000 predicted=16.224681, expected=28.000000 predicted=17.777721, expected=24.000000 predicted=17.865868, expected=12.000000 predicted=15.391129, expected=8.000000 predicted=15.558398, expected=8.000000 predicted=14.259545, expected=12.000000 predicted=15.720244, expected=20.000000 predicted=16.986763, expected=20.000000 predicted=15.246551, expected=24.000000 predicted=16.999607, expected=24.000000 predicted=18.609840, expected=24.000000 predicted=20.541210, expected=12.000000 predicted=18.100520, expected=16.000000 predicted=18.536600, expected=28.000000 predicted=23.496152, expected=28.000000 predicted=24.099357, expected=4.000000 predicted=15.293260, expected=12.000000 predicted=14.394138, expected=4.000000 predicted=11.964718, expected=4.000000 predicted=12.034129, expected=12.000000 predicted=13.252944, expected=20.000000 predicted=11.708672, expected=12.000000 predicted=11.445295, expected=16.000000 predicted=11.736924, expected=24.000000 predicted=16.043932, expected=20.000000 predicted=17.463262, expected=12.000000 predicted=16.185681, expected=72.000000 predicted=37.291285, expected=28.000000 predicted=27.957307, expected=60.000000 predicted=40.782703, expected=16.000000 predicted=29.693271, expected=12.000000 predicted=22.831090, expected=12.000000 predicted=32.279456, expected=36.000000 predicted=28.874165, expected=40.000000 predicted=37.453180, expected=20.000000 predicted=21.506549, expected=16.000000 predicted=19.035425, expected=16.000000 predicted=19.466334, expected=4.000000 predicted=18.479213, expected=4.000000 predicted=15.608231, expected=24.000000 predicted=17.368412, expected=24.000000 predicted=17.992176, expected=16.000000 predicted=15.474420, expected=8.000000 predicted=10.532931, expected=20.000000 predicted=15.064235, expected=16.000000 predicted=18.393529, expected=12.000000 predicted=15.781658, expected=20.000000 predicted=16.685586, expected=12.000000 predicted=13.145206, expected=24.000000 predicted=19.260807, expected=16.000000 predicted=16.811369, expected=12.000000 predicted=14.053343, expected=8.000000 predicted=13.784167, expected=8.000000 predicted=11.274515, expected=36.000000 predicted=23.266700, expected=16.000000 predicted=16.912025, expected=24.000000 predicted=18.054470, expected=8.000000 predicted=13.557802, expected=4.000000 predicted=10.831260, expected=8.000000 predicted=16.114681, expected=8.000000 predicted=10.862157, expected=4.000000 predicted=9.685333, expected=16.000000 predicted=10.047883, expected=16.000000 predicted=10.836083, expected=32.000000 predicted=18.310762, expected=12.000000 predicted=13.810547, expected=8.000000 predicted=10.785390, expected=16.000000 predicted=16.138814, expected=16.000000 predicted=16.359867, expected=12.000000 predicted=16.966834, expected=20.000000 predicted=15.307816, expected=4.000000 predicted=9.859742, expected=12.000000 predicted=12.683828, expected=8.000000 predicted=11.559758, expected=20.000000 predicted=14.286474, expected=20.000000 predicted=16.916842, expected=8.000000 predicted=9.904225, expected=12.000000 predicted=12.410120, expected=8.000000 predicted=10.728546, expected=16.000000 predicted=15.028106, expected=16.000000 predicted=15.181954, expected=16.000000 predicted=12.982783, expected=4.000000 predicted=9.823996, expected=4.000000 predicted=7.951003, expected=16.000000 predicted=13.430895, expected=20.000000 predicted=15.400487, expected=16.000000 predicted=14.233521, expected=16.000000 predicted=12.426754, expected=4.000000 predicted=9.091474, expected=4.000000 predicted=10.150583, expected=16.000000 predicted=14.374103, expected=24.000000 predicted=16.926375, expected=16.000000 predicted=14.765901, expected=20.000000 predicted=14.183156, expected=28.000000 predicted=19.066151, expected=24.000000 predicted=21.606347, expected=20.000000 predicted=21.647873, expected=12.000000 predicted=17.114736, expected=12.000000 predicted=16.963333, expected=8.000000 predicted=15.944204, expected=24.000000 predicted=19.398407, expected=8.000000 predicted=13.631251, expected=12.000000 predicted=11.847408, expected=16.000000 predicted=14.009083, expected=8.000000 predicted=10.740315, expected=8.000000 predicted=12.569464, expected=32.000000 predicted=18.104684, expected=16.000000 predicted=15.829675, expected=16.000000 predicted=15.641262, expected=12.000000 predicted=13.488484, expected=16.000000 predicted=14.952076, expected=16.000000 predicted=19.362775, expected=24.000000 predicted=18.563126, expected=16.000000 predicted=16.697365, expected=32.000000 predicted=21.608382, expected=24.000000 predicted=21.954987, expected=28.000000 predicted=23.401290, expected=16.000000 predicted=21.647016, expected=8.000000 predicted=15.982985, expected=16.000000 predicted=20.450072, expected=32.000000 predicted=24.314686, expected=20.000000 predicted=21.628127, expected=12.000000 predicted=15.440540, expected=12.000000 predicted=13.965450, expected=20.000000 predicted=18.440642, expected=20.000000 predicted=21.352136, expected=20.000000 predicted=18.445981, expected=8.000000 predicted=12.906864, expected=16.000000 predicted=15.005158, expected=8.000000 predicted=14.073786, expected=16.000000 predicted=15.321624, expected=24.000000 predicted=18.615999, expected=20.000000 predicted=15.862864, expected=12.000000 predicted=14.852195, expected=24.000000 predicted=17.671621, expected=12.000000 predicted=16.357804, expected=16.000000 predicted=17.782892, expected=16.000000 predicted=17.073583, expected=20.000000 predicted=16.807482, expected=12.000000 predicted=16.514618, expected=20.000000 predicted=16.263297, expected=28.000000 predicted=21.120519, expected=24.000000 predicted=20.788751, expected=16.000000 predicted=18.884895, expected=12.000000 predicted=15.678015, expected=12.000000 predicted=16.711908, expected=16.000000 predicted=18.622385, expected=24.000000 predicted=20.133643, expected=28.000000 predicted=20.782522, expected=8.000000 predicted=13.830665, expected=16.000000 predicted=15.623280, expected=20.000000 predicted=18.827101, expected=24.000000 predicted=21.566963, expected=16.000000 predicted=19.405772, expected=12.000000 predicted=13.577969, expected=20.000000 predicted=18.118450, expected=20.000000 predicted=19.331170, expected=16.000000 predicted=18.201045, expected=20.000000 predicted=17.811136, expected=4.000000 predicted=11.837158, expected=8.000000 predicted=12.931668, expected=12.000000 predicted=13.898276, expected=8.000000 predicted=10.959032, expected=16.000000 predicted=13.646227, expected=16.000000 predicted=11.481663, expected=20.000000 predicted=14.420626, expected=20.000000 predicted=16.360366, expected=24.000000 predicted=17.930354, expected=28.000000 predicted=22.240377, expected=20.000000 predicted=20.397165, expected=24.000000 predicted=22.455426, expected=8.000000 predicted=17.173887, expected=16.000000 predicted=18.761922, expected=20.000000 predicted=20.844690, expected=24.000000 predicted=20.302483, expected=16.000000 predicted=18.451715, expected=8.000000 predicted=12.082898, expected=8.000000 predicted=13.066752, expected=20.000000 predicted=17.477034, expected=8.000000 predicted=13.927990, expected=24.000000 predicted=16.618107, expected=8.000000 predicted=11.355194, expected=16.000000 predicted=13.090157, expected=12.000000 predicted=14.966539, expected=20.000000 predicted=14.922119, expected=20.000000 predicted=18.855571, expected=20.000000 predicted=16.003721, expected=8.000000 predicted=13.849600, expected=24.000000 predicted=17.972669, expected=24.000000 predicted=21.185074, expected=4.000000 predicted=13.557332, expected=20.000000 predicted=17.444700, expected=12.000000 predicted=13.872351, expected=20.000000 predicted=18.475246, expected=16.000000 predicted=17.413628, expected=20.000000 predicted=14.889110, expected=28.000000 predicted=21.939399, expected=16.000000 Test MSE: 79.378
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947])] predicted=6.543489, expected=4.000000 predicted=5.634108, expected=8.000000 predicted=6.775214, expected=4.000000 predicted=5.602755, expected=16.000000 predicted=8.629323, expected=4.000000 predicted=6.510906, expected=16.000000 predicted=9.271614, expected=4.000000 predicted=7.800811, expected=4.000000 predicted=7.863820, expected=4.000000 predicted=7.857156, expected=4.000000 predicted=5.856108, expected=4.000000 predicted=5.935480, expected=4.000000 predicted=3.861440, expected=12.000000 predicted=5.687261, expected=4.000000 predicted=4.747122, expected=4.000000 predicted=5.199855, expected=4.000000 predicted=5.141619, expected=8.000000 predicted=6.104366, expected=8.000000 predicted=6.599599, expected=40.000000 predicted=13.192704, expected=8.000000 predicted=10.074368, expected=4.000000 predicted=11.616586, expected=4.000000 predicted=11.654131, expected=4.000000 predicted=11.189360, expected=8.000000 predicted=11.725178, expected=4.000000 predicted=5.001384, expected=16.000000 predicted=7.270687, expected=8.000000 predicted=6.747895, expected=4.000000 predicted=6.969330, expected=4.000000 predicted=7.136596, expected=8.000000 predicted=7.409367, expected=4.000000 predicted=7.057803, expected=4.000000 predicted=5.225213, expected=4.000000 predicted=4.503171, expected=8.000000 predicted=5.443386, expected=4.000000 predicted=5.004072, expected=4.000000 predicted=4.531311, expected=8.000000 predicted=5.418049, expected=8.000000 predicted=5.887498, expected=8.000000 predicted=6.583899, expected=8.000000 predicted=6.527796, expected=8.000000 predicted=7.191594, expected=4.000000 predicted=6.971892, expected=4.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=6.528346, expected=4.000000 predicted=5.863020, expected=4.000000 predicted=5.225270, expected=4.000000 predicted=4.562101, expected=8.000000 predicted=4.782452, expected=4.000000 predicted=4.311877, expected=4.000000 predicted=4.533687, expected=8.000000 predicted=5.420539, expected=4.000000 predicted=4.975532, expected=4.000000 predicted=5.229039, expected=4.000000 predicted=4.506738, expected=8.000000 predicted=5.446571, expected=4.000000 predicted=5.007490, expected=12.000000 predicted=6.362585, expected=4.000000 predicted=5.395780, expected=4.000000 predicted=5.863293, expected=4.000000 predicted=5.841108, expected=8.000000 predicted=6.109385, expected=8.000000 predicted=6.618160, expected=8.000000 predicted=5.892781, expected=8.000000 predicted=6.531116, expected=16.000000 predicted=9.022507, expected=4.000000 predicted=7.864663, expected=4.000000 predicted=7.862624, expected=4.000000 predicted=7.144271, expected=4.000000 predicted=6.554193, expected=8.000000 predicted=6.871537, expected=4.000000 predicted=4.316163, expected=8.000000 predicted=5.450677, expected=4.000000 predicted=4.954616, expected=4.000000 predicted=5.200075, expected=4.000000 predicted=5.205305, expected=8.000000 predicted=5.449226, expected=8.000000 predicted=5.925888, expected=12.000000 predicted=6.809744, expected=12.000000 predicted=7.893180, expected=16.000000 predicted=10.136941, expected=4.000000 predicted=9.168884, expected=16.000000 predicted=11.900933, expected=8.000000 predicted=10.753763, expected=4.000000 predicted=9.688892, expected=16.000000 predicted=11.273175, expected=28.000000 predicted=13.310172, expected=12.000000 predicted=13.107831, expected=4.000000 predicted=11.361027, expected=12.000000 predicted=12.857075, expected=12.000000 predicted=13.920482, expected=4.000000 predicted=11.586913, expected=16.000000 predicted=10.627610, expected=4.000000 predicted=7.797224, expected=4.000000 predicted=8.589421, expected=8.000000 predicted=8.103940, expected=16.000000 predicted=9.031373, expected=4.000000 predicted=7.963071, expected=8.000000 predicted=7.429467, expected=4.000000 predicted=6.897801, expected=8.000000 predicted=8.126019, expected=8.000000 predicted=7.970998, expected=16.000000 predicted=8.377905, expected=16.000000 predicted=9.948394, expected=4.000000 predicted=8.491784, expected=8.000000 predicted=10.066916, expected=12.000000 predicted=10.739239, expected=8.000000 predicted=10.409070, expected=12.000000 predicted=10.218942, expected=12.000000 predicted=9.188224, expected=4.000000 predicted=8.744880, expected=8.000000 predicted=9.463787, expected=16.000000 predicted=10.352663, expected=20.000000 predicted=12.232744, expected=20.000000 predicted=13.332905, expected=8.000000 predicted=11.783585, expected=12.000000 predicted=14.040622, expected=16.000000 predicted=15.461795, expected=8.000000 predicted=13.515321, expected=4.000000 predicted=11.054750, expected=8.000000 predicted=9.396671, expected=12.000000 predicted=10.160022, expected=16.000000 predicted=10.925923, expected=12.000000 predicted=9.697024, expected=4.000000 predicted=8.688947, expected=8.000000 predicted=10.064719, expected=8.000000 predicted=9.889574, expected=4.000000 predicted=8.398147, expected=4.000000 predicted=6.586149, expected=12.000000 predicted=7.011625, expected=16.000000 predicted=8.863570, expected=8.000000 predicted=8.138748, expected=4.000000 predicted=7.595530, expected=4.000000 predicted=7.784952, expected=8.000000 predicted=8.812801, expected=4.000000 predicted=7.074181, expected=12.000000 predicted=7.081467, expected=8.000000 predicted=6.314042, expected=4.000000 predicted=6.304470, expected=4.000000 predicted=6.530097, expected=20.000000 predicted=9.504110, expected=8.000000 predicted=8.600848, expected=8.000000 predicted=8.594866, expected=4.000000 predicted=7.555553, expected=4.000000 predicted=7.815138, expected=12.000000 predicted=9.820932, expected=16.000000 predicted=8.862796, expected=4.000000 predicted=7.216643, expected=4.000000 predicted=7.159353, expected=4.000000 predicted=7.127123, expected=4.000000 predicted=7.262395, expected=12.000000 predicted=7.826990, expected=12.000000 predicted=6.585027, expected=8.000000 predicted=6.993712, expected=16.000000 predicted=9.678026, expected=8.000000 predicted=9.365035, expected=12.000000 predicted=11.504683, expected=4.000000 predicted=9.406699, expected=20.000000 predicted=12.185867, expected=8.000000 predicted=10.601984, expected=28.000000 predicted=14.452520, expected=24.000000 predicted=15.733533, expected=8.000000 predicted=14.222614, expected=4.000000 predicted=14.958455, expected=12.000000 predicted=14.232143, expected=12.000000 predicted=14.756132, expected=4.000000 predicted=10.258868, expected=8.000000 predicted=8.116259, expected=4.000000 predicted=6.917361, expected=4.000000 predicted=7.264181, expected=4.000000 predicted=5.938039, expected=4.000000 predicted=4.540665, expected=20.000000 predicted=8.262243, expected=8.000000 predicted=6.551563, expected=12.000000 predicted=8.801270, expected=8.000000 predicted=8.910438, expected=16.000000 predicted=11.656473, expected=8.000000 predicted=11.535572, expected=20.000000 predicted=12.622292, expected=8.000000 predicted=11.218597, expected=4.000000 predicted=10.270152, expected=12.000000 predicted=11.723317, expected=16.000000 predicted=11.473461, expected=8.000000 predicted=10.911830, expected=4.000000 predicted=8.300021, expected=16.000000 predicted=10.538355, expected=20.000000 predicted=12.874899, expected=8.000000 predicted=11.292948, expected=8.000000 predicted=10.530701, expected=8.000000 predicted=10.450282, expected=12.000000 predicted=12.185557, expected=4.000000 predicted=9.532760, expected=16.000000 predicted=9.960218, expected=8.000000 predicted=8.767161, expected=8.000000 predicted=9.228005, expected=8.000000 predicted=9.256515, expected=4.000000 predicted=7.589725, expected=20.000000 predicted=11.617901, expected=20.000000 predicted=11.300211, expected=16.000000 predicted=12.378290, expected=12.000000 predicted=12.962008, expected=20.000000 predicted=15.609419, expected=8.000000 predicted=15.238151, expected=12.000000 predicted=14.864134, expected=4.000000 predicted=11.429709, expected=8.000000 predicted=10.781479, expected=16.000000 predicted=11.837444, expected=12.000000 predicted=9.702448, expected=8.000000 predicted=9.714528, expected=4.000000 predicted=8.241800, expected=8.000000 predicted=9.421883, expected=8.000000 predicted=9.305705, expected=8.000000 predicted=7.962090, expected=4.000000 predicted=6.338562, expected=8.000000 predicted=6.768088, expected=8.000000 predicted=7.248794, expected=12.000000 predicted=8.176719, expected=4.000000 predicted=6.776574, expected=8.000000 predicted=7.426837, expected=12.000000 predicted=8.814677, expected=4.000000 predicted=7.432036, expected=12.000000 predicted=9.096512, expected=24.000000 predicted=11.297550, expected=8.000000 predicted=10.315741, expected=20.000000 predicted=13.997319, expected=8.000000 predicted=11.760904, expected=12.000000 predicted=14.114171, expected=12.000000 predicted=14.015898, expected=20.000000 predicted=13.702847, expected=8.000000 predicted=12.648908, expected=4.000000 predicted=10.270603, expected=4.000000 predicted=9.855487, expected=8.000000 predicted=9.469342, expected=4.000000 predicted=7.798723, expected=4.000000 predicted=5.256208, expected=8.000000 predicted=5.459156, expected=8.000000 predicted=5.899550, expected=16.000000 predicted=8.444841, expected=4.000000 predicted=6.519978, expected=8.000000 predicted=8.084417, expected=4.000000 predicted=7.634030, expected=4.000000 predicted=7.206968, expected=12.000000 predicted=8.482952, expected=8.000000 predicted=6.341686, expected=4.000000 predicted=6.354492, expected=12.000000 predicted=7.679900, expected=4.000000 predicted=6.724639, expected=8.000000 predicted=8.185752, expected=4.000000 predicted=6.334166, expected=12.000000 predicted=7.684656, expected=16.000000 predicted=9.574122, expected=12.000000 predicted=9.014519, expected=8.000000 predicted=9.662875, expected=16.000000 predicted=11.643951, expected=40.000000 predicted=18.782449, expected=4.000000 predicted=13.884704, expected=16.000000 predicted=16.585755, expected=4.000000 predicted=13.751594, expected=12.000000 predicted=15.666607, expected=4.000000 predicted=13.064305, expected=4.000000 predicted=7.158684, expected=4.000000 predicted=7.295077, expected=8.000000 predicted=6.108334, expected=4.000000 predicted=5.738286, expected=4.000000 predicted=4.554446, expected=8.000000 predicted=5.464757, expected=8.000000 predicted=5.905673, expected=8.000000 predicted=6.610949, expected=8.000000 predicted=6.567645, expected=8.000000 predicted=7.216136, expected=8.000000 predicted=7.913042, expected=4.000000 predicted=6.999604, expected=4.000000 predicted=6.553723, expected=16.000000 predicted=8.637707, expected=4.000000 predicted=6.581645, expected=8.000000 predicted=7.479530, expected=8.000000 predicted=7.217846, expected=4.000000 predicted=6.948715, expected=4.000000 predicted=7.302063, expected=4.000000 predicted=5.201069, expected=8.000000 predicted=6.157731, expected=4.000000 predicted=5.042492, expected=4.000000 predicted=4.557138, expected=4.000000 predicted=4.553269, expected=4.000000 predicted=4.548672, expected=4.000000 predicted=4.596899, expected=4.000000 predicted=3.900315, expected=12.000000 predicted=5.725600, expected=8.000000 predicted=5.705093, expected=16.000000 predicted=8.400696, expected=4.000000 predicted=7.204834, expected=4.000000 predicted=7.820225, expected=8.000000 predicted=8.814639, expected=4.000000 predicted=6.990836, expected=8.000000 predicted=7.559920, expected=4.000000 predicted=5.000788, expected=4.000000 predicted=5.207396, expected=4.000000 predicted=5.249668, expected=8.000000 predicted=5.463265, expected=4.000000 predicted=5.044859, expected=4.000000 predicted=4.558406, expected=8.000000 predicted=5.466841, expected=8.000000 predicted=5.910476, expected=8.000000 predicted=6.614351, expected=12.000000 predicted=7.484097, expected=4.000000 predicted=6.754464, expected=12.000000 predicted=9.037618, expected=8.000000 predicted=8.359498, expected=8.000000 predicted=8.569994, expected=4.000000 predicted=7.704317, expected=4.000000 predicted=6.509856, expected=16.000000 predicted=9.331607, expected=16.000000 predicted=9.326912, expected=8.000000 predicted=8.819811, expected=8.000000 predicted=9.189116, expected=8.000000 predicted=9.826668, expected=8.000000 predicted=10.608914, expected=8.000000 predicted=9.308541, expected=20.000000 predicted=10.655138, expected=4.000000 predicted=8.345661, expected=8.000000 predicted=9.439564, expected=12.000000 predicted=10.129265, expected=8.000000 predicted=9.660842, expected=4.000000 predicted=9.107832, expected=4.000000 predicted=6.515712, expected=8.000000 predicted=7.463858, expected=4.000000 predicted=6.392413, expected=4.000000 predicted=5.257934, expected=4.000000 predicted=4.557470, expected=16.000000 predicted=7.288778, expected=8.000000 predicted=6.850900, expected=4.000000 predicted=6.321920, expected=12.000000 predicted=8.347037, expected=8.000000 predicted=8.307420, expected=8.000000 predicted=9.314869, expected=8.000000 predicted=7.923507, expected=8.000000 predicted=7.871641, expected=12.000000 predicted=9.525740, expected=16.000000 predicted=10.188365, expected=4.000000 predicted=8.556371, expected=4.000000 predicted=8.532315, expected=4.000000 predicted=7.860523, expected=4.000000 predicted=7.244565, expected=4.000000 predicted=5.993204, expected=8.000000 predicted=4.818489, expected=4.000000 predicted=4.351454, expected=4.000000 predicted=4.563935, expected=8.000000 predicted=5.471695, expected=4.000000 predicted=4.999973, expected=4.000000 predicted=5.260715, expected=4.000000 predicted=4.559474, expected=4.000000 predicted=4.554857, expected=8.000000 predicted=5.515135, expected=4.000000 predicted=4.352083, expected=8.000000 predicted=5.477035, expected=4.000000 predicted=5.005498, expected=4.000000 predicted=5.213521, expected=4.000000 predicted=5.256136, expected=4.000000 Test MSE: 30.726
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627])] predicted=86.380517, expected=56.000000 predicted=83.472412, expected=112.000000 predicted=92.125621, expected=120.000000 predicted=97.761188, expected=56.000000 predicted=81.291639, expected=32.000000 predicted=57.647511, expected=52.000000 predicted=61.038043, expected=72.000000 predicted=78.252579, expected=112.000000 predicted=91.118521, expected=120.000000 predicted=83.408486, expected=128.000000 predicted=88.532728, expected=88.000000 predicted=87.446443, expected=92.000000 predicted=93.756789, expected=108.000000 predicted=107.243714, expected=68.000000 predicted=96.522690, expected=52.000000 predicted=86.805053, expected=72.000000 predicted=77.415252, expected=68.000000 predicted=76.310826, expected=44.000000 predicted=69.932591, expected=84.000000 predicted=68.987550, expected=80.000000 predicted=67.190437, expected=64.000000 predicted=69.262075, expected=84.000000 predicted=73.294036, expected=120.000000 predicted=82.436053, expected=124.000000 predicted=100.240026, expected=64.000000 predicted=83.996385, expected=76.000000 predicted=80.677647, expected=76.000000 predicted=83.824103, expected=80.000000 predicted=91.920225, expected=72.000000 predicted=87.010985, expected=80.000000 predicted=73.961966, expected=96.000000 predicted=82.951839, expected=108.000000 predicted=89.686193, expected=80.000000 predicted=84.780371, expected=104.000000 predicted=90.289074, expected=48.000000 predicted=75.825506, expected=76.000000 predicted=83.585857, expected=96.000000 predicted=90.397137, expected=120.000000 predicted=94.275121, expected=92.000000 predicted=94.618712, expected=44.000000 predicted=66.321941, expected=80.000000 predicted=80.051932, expected=116.000000 predicted=96.315309, expected=104.000000 predicted=101.175946, expected=100.000000 predicted=93.948720, expected=116.000000 predicted=90.551030, expected=52.000000 predicted=82.263326, expected=80.000000 predicted=93.718045, expected=104.000000 predicted=95.649817, expected=52.000000 predicted=79.764749, expected=64.000000 predicted=81.330320, expected=88.000000 predicted=71.611917, expected=76.000000 predicted=77.400629, expected=40.000000 predicted=70.033141, expected=56.000000 predicted=58.337027, expected=60.000000 predicted=61.541281, expected=52.000000 predicted=63.850099, expected=24.000000 predicted=49.210779, expected=128.000000 predicted=71.186773, expected=52.000000 predicted=59.734364, expected=80.000000 predicted=69.840875, expected=52.000000 predicted=59.714011, expected=44.000000 predicted=50.691242, expected=68.000000 predicted=78.801639, expected=48.000000 predicted=53.871864, expected=132.000000 predicted=86.072056, expected=68.000000 predicted=67.761420, expected=40.000000 predicted=58.308165, expected=68.000000 predicted=67.677645, expected=108.000000 predicted=77.529446, expected=52.000000 predicted=82.535219, expected=60.000000 predicted=65.790966, expected=100.000000 predicted=71.294913, expected=108.000000 predicted=85.698239, expected=76.000000 predicted=87.952514, expected=40.000000 predicted=62.565400, expected=68.000000 predicted=69.508825, expected=92.000000 predicted=84.691386, expected=80.000000 predicted=83.246186, expected=108.000000 predicted=85.114864, expected=124.000000 predicted=87.397095, expected=72.000000 predicted=83.854683, expected=104.000000 predicted=97.804413, expected=48.000000 predicted=77.694232, expected=84.000000 predicted=90.303966, expected=56.000000 predicted=81.899263, expected=64.000000 predicted=69.091655, expected=84.000000 predicted=80.342026, expected=76.000000 predicted=67.047153, expected=56.000000 predicted=69.755634, expected=56.000000 predicted=61.367771, expected=96.000000 predicted=75.007939, expected=24.000000 predicted=59.485243, expected=52.000000 predicted=60.556972, expected=64.000000 predicted=57.602569, expected=52.000000 predicted=55.398969, expected=36.000000 predicted=57.398044, expected=48.000000 predicted=42.277251, expected=56.000000 predicted=51.606865, expected=72.000000 predicted=60.003363, expected=116.000000 predicted=74.073655, expected=104.000000 predicted=75.259231, expected=84.000000 predicted=77.708792, expected=68.000000 predicted=75.678641, expected=72.000000 predicted=79.117973, expected=48.000000 predicted=78.547904, expected=60.000000 predicted=73.796050, expected=100.000000 predicted=79.537226, expected=56.000000 predicted=65.575651, expected=60.000000 predicted=66.428393, expected=80.000000 predicted=66.287873, expected=52.000000 predicted=62.481029, expected=60.000000 predicted=71.476893, expected=76.000000 predicted=64.802720, expected=80.000000 predicted=69.276150, expected=108.000000 predicted=84.755911, expected=32.000000 predicted=58.522092, expected=36.000000 predicted=57.331294, expected=88.000000 predicted=72.534653, expected=16.000000 predicted=52.705102, expected=72.000000 predicted=69.974501, expected=56.000000 predicted=47.629401, expected=72.000000 predicted=57.017763, expected=84.000000 predicted=73.279475, expected=60.000000 predicted=53.771077, expected=68.000000 predicted=69.201614, expected=60.000000 predicted=62.851361, expected=32.000000 predicted=56.890114, expected=52.000000 predicted=60.467824, expected=140.000000 predicted=81.918884, expected=40.000000 predicted=62.411316, expected=100.000000 predicted=77.133149, expected=92.000000 predicted=71.209140, expected=88.000000 predicted=80.940705, expected=56.000000 predicted=89.056374, expected=88.000000 predicted=72.467396, expected=184.000000 predicted=118.052705, expected=64.000000 predicted=91.043626, expected=40.000000 predicted=79.847707, expected=72.000000 predicted=74.221261, expected=68.000000 predicted=79.276281, expected=72.000000 predicted=96.482028, expected=68.000000 predicted=65.342101, expected=100.000000 predicted=71.923407, expected=76.000000 predicted=75.768462, expected=36.000000 predicted=63.254539, expected=76.000000 predicted=71.510187, expected=68.000000 predicted=67.991314, expected=56.000000 predicted=70.948455, expected=140.000000 predicted=89.327167, expected=136.000000 predicted=89.343321, expected=52.000000 predicted=81.695512, expected=64.000000 predicted=79.445982, expected=80.000000 predicted=77.998939, expected=84.000000 predicted=96.566527, expected=48.000000 predicted=80.625181, expected=92.000000 predicted=72.146991, expected=80.000000 predicted=73.202604, expected=40.000000 predicted=66.121215, expected=32.000000 predicted=59.448641, expected=60.000000 predicted=55.170362, expected=68.000000 predicted=66.444295, expected=68.000000 predicted=64.256875, expected=132.000000 predicted=77.856839, expected=88.000000 predicted=71.903906, expected=92.000000 predicted=84.779613, expected=52.000000 predicted=74.130571, expected=56.000000 predicted=72.151776, expected=84.000000 predicted=89.692481, expected=92.000000 predicted=81.478969, expected=100.000000 predicted=87.072797, expected=112.000000 predicted=85.569627, expected=64.000000 predicted=76.351677, expected=48.000000 predicted=75.729290, expected=40.000000 predicted=68.492531, expected=68.000000 predicted=73.348951, expected=72.000000 predicted=74.796140, expected=92.000000 predicted=71.132945, expected=88.000000 predicted=70.385543, expected=84.000000 predicted=71.723314, expected=44.000000 predicted=66.948463, expected=92.000000 predicted=79.694533, expected=56.000000 predicted=72.864970, expected=44.000000 predicted=66.173068, expected=56.000000 predicted=64.004749, expected=88.000000 predicted=64.280986, expected=64.000000 predicted=70.559591, expected=20.000000 predicted=48.349974, expected=96.000000 predicted=65.540803, expected=28.000000 predicted=49.792049, expected=60.000000 predicted=64.931356, expected=44.000000 predicted=51.703100, expected=64.000000 predicted=48.569471, expected=88.000000 predicted=74.056757, expected=128.000000 predicted=76.035623, expected=48.000000 predicted=66.995667, expected=76.000000 predicted=71.235062, expected=44.000000 predicted=64.406301, expected=88.000000 predicted=80.322596, expected=100.000000 predicted=92.481106, expected=28.000000 predicted=54.855749, expected=44.000000 predicted=61.636917, expected=48.000000 predicted=51.611002, expected=40.000000 predicted=57.420111, expected=60.000000 predicted=62.226476, expected=88.000000 predicted=55.531821, expected=88.000000 predicted=65.362062, expected=72.000000 predicted=66.107187, expected=36.000000 predicted=54.531225, expected=96.000000 predicted=74.914326, expected=52.000000 predicted=69.060117, expected=76.000000 predicted=74.784612, expected=100.000000 predicted=78.013756, expected=88.000000 predicted=71.665947, expected=92.000000 predicted=88.967204, expected=56.000000 predicted=68.968215, expected=64.000000 predicted=74.754455, expected=76.000000 predicted=80.429769, expected=40.000000 predicted=65.362473, expected=48.000000 predicted=63.966943, expected=88.000000 predicted=65.454040, expected=40.000000 predicted=55.778929, expected=64.000000 predicted=63.942731, expected=80.000000 predicted=60.394713, expected=20.000000 predicted=47.455008, expected=72.000000 predicted=67.509332, expected=60.000000 predicted=52.740183, expected=128.000000 predicted=82.232661, expected=80.000000 predicted=77.618883, expected=48.000000 predicted=58.275577, expected=88.000000 predicted=79.008590, expected=108.000000 predicted=84.407721, expected=48.000000 predicted=83.700938, expected=64.000000 predicted=72.925863, expected=64.000000 predicted=63.574052, expected=68.000000 predicted=73.436229, expected=68.000000 predicted=75.533669, expected=84.000000 predicted=67.179244, expected=76.000000 predicted=71.019662, expected=48.000000 predicted=63.655487, expected=88.000000 predicted=74.375721, expected=84.000000 predicted=74.677956, expected=108.000000 predicted=88.166205, expected=64.000000 predicted=75.871721, expected=128.000000 predicted=89.761250, expected=28.000000 predicted=72.612958, expected=104.000000 predicted=88.758990, expected=72.000000 predicted=84.342406, expected=88.000000 predicted=79.123460, expected=104.000000 predicted=97.796205, expected=112.000000 predicted=81.692906, expected=56.000000 predicted=86.177153, expected=84.000000 predicted=83.089402, expected=144.000000 predicted=104.066656, expected=140.000000 predicted=113.578655, expected=52.000000 predicted=93.990768, expected=132.000000 predicted=100.983422, expected=60.000000 predicted=88.589451, expected=88.000000 predicted=105.330779, expected=112.000000 predicted=106.732815, expected=116.000000 predicted=90.678688, expected=64.000000 predicted=96.959144, expected=60.000000 predicted=75.101059, expected=48.000000 predicted=73.574378, expected=56.000000 predicted=75.425192, expected=36.000000 predicted=65.344939, expected=120.000000 predicted=74.529328, expected=64.000000 predicted=64.384610, expected=52.000000 predicted=59.980197, expected=108.000000 predicted=77.047343, expected=68.000000 predicted=65.801269, expected=56.000000 predicted=81.629669, expected=36.000000 predicted=58.261680, expected=76.000000 predicted=63.380687, expected=84.000000 predicted=78.828209, expected=64.000000 predicted=65.693961, expected=80.000000 predicted=68.459465, expected=56.000000 predicted=59.016107, expected=44.000000 predicted=63.560329, expected=36.000000 predicted=58.516815, expected=76.000000 predicted=61.717527, expected=76.000000 predicted=66.958314, expected=88.000000 predicted=67.994330, expected=64.000000 predicted=62.347765, expected=96.000000 predicted=71.594585, expected=64.000000 predicted=74.401972, expected=116.000000 predicted=88.895841, expected=68.000000 predicted=81.392919, expected=28.000000 predicted=62.717465, expected=72.000000 predicted=75.837772, expected=52.000000 predicted=60.741031, expected=80.000000 predicted=78.666612, expected=36.000000 predicted=54.933423, expected=52.000000 predicted=48.801933, expected=68.000000 predicted=62.549661, expected=104.000000 predicted=70.277707, expected=68.000000 predicted=71.575628, expected=108.000000 predicted=75.281537, expected=116.000000 predicted=87.249435, expected=52.000000 predicted=77.311379, expected=64.000000 predicted=84.417493, expected=80.000000 predicted=76.684693, expected=88.000000 predicted=87.417581, expected=52.000000 predicted=78.039287, expected=60.000000 predicted=62.878362, expected=76.000000 predicted=69.067536, expected=36.000000 predicted=61.029686, expected=36.000000 predicted=58.252454, expected=72.000000 predicted=56.783458, expected=104.000000 predicted=70.369447, expected=52.000000 predicted=64.493919, expected=76.000000 predicted=63.005174, expected=84.000000 predicted=67.388783, expected=52.000000 predicted=68.103334, expected=44.000000 predicted=69.710788, expected=100.000000 predicted=70.544065, expected=128.000000 predicted=88.599350, expected=76.000000 predicted=82.616371, expected=20.000000 predicted=59.765616, expected=48.000000 predicted=59.639014, expected=48.000000 predicted=66.333622, expected=68.000000 predicted=73.784155, expected=68.000000 predicted=61.637692, expected=96.000000 predicted=60.545615, expected=60.000000 predicted=62.192819, expected=80.000000 predicted=69.213315, expected=56.000000 predicted=67.584610, expected=44.000000 predicted=61.752129, expected=28.000000 predicted=58.950169, expected=64.000000 predicted=56.046366, expected=92.000000 predicted=69.248537, expected=76.000000 predicted=63.651369, expected=48.000000 predicted=56.318703, expected=48.000000 predicted=52.220440, expected=60.000000 predicted=61.889613, expected=12.000000 predicted=51.497894, expected=76.000000 predicted=61.080387, expected=68.000000 predicted=53.897473, expected=60.000000 predicted=54.701202, expected=28.000000 predicted=49.409748, expected=88.000000 predicted=54.022602, expected=64.000000 predicted=64.967063, expected=56.000000 predicted=61.434035, expected=144.000000 predicted=86.696438, expected=108.000000 predicted=78.211631, expected=56.000000 predicted=83.038306, expected=48.000000 predicted=72.044475, expected=60.000000 predicted=67.731894, expected=52.000000 predicted=80.707995, expected=24.000000 predicted=58.562859, expected=72.000000 predicted=56.450157, expected=48.000000 predicted=48.639096, expected=40.000000 predicted=49.411283, expected=32.000000 predicted=43.993132, expected=72.000000 predicted=47.629643, expected=56.000000 predicted=56.395389, expected=40.000000 predicted=47.287563, expected=108.000000 predicted=66.258224, expected=112.000000 predicted=72.154389, expected=116.000000 predicted=91.021979, expected=72.000000 predicted=80.379878, expected=76.000000 predicted=77.593330, expected=72.000000 predicted=89.078801, expected=36.000000 predicted=74.109273, expected=128.000000 predicted=97.103109, expected=68.000000 predicted=72.753741, expected=24.000000 predicted=61.349832, expected=32.000000 predicted=56.882212, expected=96.000000 predicted=61.980047, expected=56.000000 predicted=73.025363, expected=72.000000 predicted=64.815852, expected=76.000000 predicted=58.707470, expected=112.000000 predicted=74.312552, expected=92.000000 predicted=88.630839, expected=72.000000 predicted=76.121850, expected=88.000000 predicted=84.552849, expected=44.000000 predicted=70.733985, expected=64.000000 predicted=79.833626, expected=96.000000 predicted=81.620189, expected=32.000000 predicted=58.893935, expected=44.000000 predicted=63.268317, expected=68.000000 predicted=56.787979, expected=48.000000 predicted=54.914807, expected=48.000000 predicted=61.542995, expected=44.000000 predicted=44.494547, expected=80.000000 predicted=57.690907, expected=92.000000 predicted=69.985127, expected=72.000000 predicted=64.581322, expected=44.000000 predicted=58.894491, expected=64.000000 predicted=61.796280, expected=64.000000 predicted=67.834956, expected=64.000000 predicted=69.263935, expected=64.000000 predicted=64.669885, expected=92.000000 predicted=67.639365, expected=48.000000 predicted=62.082127, expected=44.000000 predicted=59.682380, expected=48.000000 predicted=57.476542, expected=36.000000 predicted=50.326370, expected=68.000000 predicted=63.571225, expected=52.000000 predicted=49.486474, expected=40.000000 predicted=46.230265, expected=68.000000 predicted=55.289249, expected=72.000000 predicted=55.258171, expected=108.000000 predicted=76.856223, expected=28.000000 predicted=54.661165, expected=80.000000 predicted=65.938717, expected=76.000000 predicted=71.018087, expected=68.000000 predicted=69.545309, expected=68.000000 predicted=77.957808, expected=40.000000 predicted=50.780008, expected=44.000000 predicted=60.646459, expected=20.000000 predicted=48.059104, expected=68.000000 predicted=55.702320, expected=68.000000 predicted=56.609022, expected=72.000000 predicted=55.083983, expected=60.000000 predicted=56.660695, expected=28.000000 predicted=42.860520, expected=100.000000 predicted=72.531451, expected=44.000000 predicted=57.991847, expected=52.000000 predicted=60.484468, expected=104.000000 predicted=72.636510, expected=64.000000 predicted=58.147420, expected=60.000000 predicted=74.674275, expected=80.000000 predicted=67.012039, expected=60.000000 predicted=63.716643, expected=32.000000 predicted=65.366633, expected=80.000000 predicted=66.033210, expected=92.000000 predicted=69.497363, expected=76.000000 predicted=73.404375, expected=52.000000 predicted=64.204881, expected=16.000000 predicted=45.400777, expected=56.000000 predicted=61.440993, expected=60.000000 Test MSE: 811.163
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289])] predicted=43.738490, expected=64.000000 predicted=50.577718, expected=36.000000 predicted=49.157662, expected=56.000000 predicted=55.318294, expected=52.000000 predicted=53.064151, expected=72.000000 predicted=56.768786, expected=60.000000 predicted=57.071034, expected=40.000000 predicted=46.663102, expected=52.000000 predicted=55.632630, expected=72.000000 predicted=61.529460, expected=20.000000 predicted=45.694139, expected=44.000000 predicted=49.486037, expected=88.000000 predicted=61.036070, expected=24.000000 predicted=41.322976, expected=36.000000 predicted=47.791589, expected=56.000000 predicted=45.996903, expected=48.000000 predicted=47.956256, expected=68.000000 predicted=60.355396, expected=44.000000 predicted=41.363110, expected=80.000000 predicted=59.038185, expected=100.000000 predicted=72.066582, expected=52.000000 predicted=57.231670, expected=36.000000 predicted=57.493688, expected=24.000000 predicted=49.474755, expected=16.000000 predicted=48.855002, expected=32.000000 predicted=49.122459, expected=36.000000 predicted=35.707137, expected=96.000000 predicted=52.531716, expected=36.000000 predicted=33.078099, expected=32.000000 predicted=34.999605, expected=24.000000 predicted=38.462048, expected=48.000000 predicted=46.806697, expected=64.000000 predicted=58.684238, expected=100.000000 predicted=59.028329, expected=84.000000 predicted=58.104623, expected=72.000000 predicted=59.765148, expected=56.000000 predicted=64.401609, expected=76.000000 predicted=75.828499, expected=52.000000 predicted=71.638263, expected=44.000000 predicted=61.871508, expected=56.000000 predicted=61.272516, expected=84.000000 predicted=66.768866, expected=52.000000 predicted=58.533038, expected=48.000000 predicted=52.986449, expected=64.000000 predicted=58.885788, expected=52.000000 predicted=57.118040, expected=32.000000 predicted=52.840214, expected=24.000000 predicted=41.858123, expected=52.000000 predicted=49.031742, expected=80.000000 predicted=59.340799, expected=36.000000 predicted=41.225842, expected=112.000000 predicted=66.821327, expected=28.000000 predicted=42.544251, expected=68.000000 predicted=62.979125, expected=84.000000 predicted=74.375432, expected=48.000000 predicted=54.813255, expected=44.000000 predicted=64.984828, expected=60.000000 predicted=54.522049, expected=48.000000 predicted=57.508765, expected=44.000000 predicted=55.493054, expected=36.000000 predicted=44.457527, expected=68.000000 predicted=54.400047, expected=88.000000 predicted=64.230270, expected=64.000000 predicted=55.637341, expected=44.000000 predicted=51.401826, expected=72.000000 predicted=62.778761, expected=64.000000 predicted=66.451391, expected=68.000000 predicted=68.996103, expected=68.000000 predicted=64.034523, expected=80.000000 predicted=66.540470, expected=32.000000 predicted=56.368633, expected=36.000000 predicted=54.785120, expected=92.000000 predicted=72.651183, expected=100.000000 predicted=74.095876, expected=36.000000 predicted=54.575512, expected=56.000000 predicted=55.921024, expected=56.000000 predicted=59.819742, expected=80.000000 predicted=75.601936, expected=52.000000 predicted=63.495671, expected=32.000000 predicted=44.940218, expected=28.000000 predicted=47.673524, expected=52.000000 predicted=53.142844, expected=40.000000 predicted=48.967595, expected=92.000000 predicted=59.392803, expected=68.000000 predicted=50.758410, expected=52.000000 predicted=49.333470, expected=32.000000 predicted=50.401263, expected=20.000000 predicted=44.000088, expected=56.000000 predicted=61.053876, expected=76.000000 predicted=58.480605, expected=72.000000 predicted=53.598982, expected=24.000000 predicted=37.015852, expected=36.000000 predicted=42.984218, expected=48.000000 predicted=53.787429, expected=88.000000 predicted=67.179271, expected=52.000000 predicted=52.149123, expected=68.000000 predicted=51.650080, expected=28.000000 predicted=45.068527, expected=76.000000 predicted=64.148962, expected=24.000000 predicted=52.085596, expected=24.000000 predicted=41.336197, expected=84.000000 predicted=62.918766, expected=56.000000 predicted=45.884014, expected=60.000000 predicted=55.925870, expected=32.000000 predicted=39.984001, expected=40.000000 predicted=45.571486, expected=72.000000 predicted=65.402853, expected=48.000000 predicted=49.623770, expected=32.000000 predicted=44.053006, expected=96.000000 predicted=62.247815, expected=64.000000 predicted=55.778176, expected=64.000000 predicted=62.226038, expected=44.000000 predicted=53.515896, expected=40.000000 predicted=51.304639, expected=68.000000 predicted=69.492343, expected=52.000000 predicted=54.860335, expected=76.000000 predicted=61.728323, expected=24.000000 predicted=42.309463, expected=72.000000 predicted=58.795024, expected=48.000000 predicted=56.136542, expected=52.000000 predicted=52.773833, expected=80.000000 predicted=65.650690, expected=52.000000 predicted=49.233015, expected=64.000000 predicted=62.680340, expected=48.000000 predicted=54.195291, expected=76.000000 predicted=64.853329, expected=52.000000 predicted=61.021316, expected=100.000000 predicted=71.598255, expected=116.000000 predicted=82.328423, expected=44.000000 predicted=59.819363, expected=92.000000 predicted=83.333263, expected=60.000000 predicted=71.818315, expected=64.000000 predicted=79.111690, expected=80.000000 predicted=81.910124, expected=32.000000 predicted=52.965524, expected=80.000000 predicted=74.585068, expected=28.000000 predicted=50.998571, expected=72.000000 predicted=63.687479, expected=64.000000 predicted=62.124777, expected=116.000000 predicted=72.268005, expected=64.000000 predicted=67.071187, expected=24.000000 predicted=48.296742, expected=52.000000 predicted=66.211760, expected=36.000000 predicted=57.517926, expected=56.000000 predicted=64.414554, expected=48.000000 predicted=47.896165, expected=84.000000 predicted=54.301015, expected=44.000000 predicted=49.241075, expected=52.000000 predicted=50.699496, expected=32.000000 predicted=49.144617, expected=48.000000 predicted=51.742813, expected=64.000000 predicted=59.840756, expected=68.000000 predicted=53.167677, expected=84.000000 predicted=61.429309, expected=60.000000 predicted=54.812207, expected=16.000000 predicted=46.184042, expected=84.000000 predicted=70.303712, expected=88.000000 predicted=72.160632, expected=84.000000 predicted=71.411107, expected=96.000000 predicted=73.073633, expected=72.000000 predicted=65.941928, expected=104.000000 predicted=91.582263, expected=56.000000 predicted=77.405103, expected=52.000000 predicted=73.242837, expected=24.000000 predicted=62.570181, expected=124.000000 predicted=86.607853, expected=52.000000 predicted=66.927627, expected=48.000000 predicted=53.971681, expected=48.000000 predicted=56.426462, expected=56.000000 predicted=56.610822, expected=76.000000 predicted=75.309242, expected=32.000000 predicted=46.146215, expected=60.000000 predicted=54.342772, expected=68.000000 predicted=59.060790, expected=100.000000 predicted=71.266784, expected=60.000000 predicted=62.915200, expected=48.000000 predicted=54.468785, expected=64.000000 predicted=67.288059, expected=60.000000 predicted=66.754957, expected=72.000000 predicted=71.294823, expected=56.000000 predicted=58.232832, expected=88.000000 predicted=67.953416, expected=52.000000 predicted=61.527517, expected=64.000000 predicted=64.324728, expected=52.000000 predicted=62.906512, expected=28.000000 predicted=51.162402, expected=80.000000 predicted=68.961086, expected=76.000000 predicted=61.493926, expected=28.000000 predicted=47.414132, expected=48.000000 predicted=51.444823, expected=44.000000 predicted=49.077651, expected=44.000000 predicted=54.588165, expected=56.000000 predicted=53.019820, expected=128.000000 predicted=69.564819, expected=72.000000 predicted=61.063344, expected=84.000000 predicted=68.420062, expected=60.000000 predicted=68.255973, expected=68.000000 predicted=75.421823, expected=76.000000 predicted=86.026207, expected=68.000000 predicted=70.601772, expected=44.000000 predicted=63.056353, expected=44.000000 predicted=57.582273, expected=76.000000 predicted=67.850864, expected=80.000000 predicted=68.677224, expected=56.000000 predicted=58.592433, expected=60.000000 predicted=57.841622, expected=32.000000 predicted=51.918763, expected=72.000000 predicted=67.735688, expected=80.000000 predicted=68.709881, expected=40.000000 predicted=50.936508, expected=88.000000 predicted=67.049492, expected=44.000000 predicted=53.351518, expected=84.000000 predicted=71.867508, expected=20.000000 predicted=52.723130, expected=56.000000 predicted=55.061418, expected=56.000000 predicted=61.993085, expected=76.000000 predicted=58.727982, expected=60.000000 predicted=59.546618, expected=56.000000 predicted=50.051334, expected=36.000000 predicted=52.601918, expected=32.000000 predicted=50.034932, expected=64.000000 predicted=59.905641, expected=76.000000 predicted=58.973625, expected=88.000000 predicted=62.169424, expected=40.000000 predicted=47.995257, expected=44.000000 predicted=52.259084, expected=52.000000 predicted=61.681424, expected=52.000000 predicted=60.131367, expected=52.000000 predicted=56.851084, expected=68.000000 predicted=53.275366, expected=48.000000 predicted=50.039456, expected=64.000000 predicted=56.855012, expected=44.000000 predicted=52.167715, expected=96.000000 predicted=68.407863, expected=44.000000 predicted=56.782809, expected=120.000000 predicted=76.484932, expected=72.000000 predicted=71.263819, expected=180.000000 predicted=103.244946, expected=124.000000 predicted=106.914309, expected=136.000000 predicted=106.134052, expected=128.000000 predicted=126.671164, expected=200.000000 predicted=146.343851, expected=104.000000 predicted=139.448831, expected=84.000000 predicted=117.382454, expected=68.000000 predicted=115.928911, expected=84.000000 predicted=110.821256, expected=132.000000 predicted=126.720813, expected=196.000000 predicted=127.307392, expected=84.000000 predicted=95.114199, expected=104.000000 predicted=102.276263, expected=104.000000 predicted=116.139107, expected=56.000000 predicted=104.239169, expected=104.000000 predicted=118.142894, expected=68.000000 predicted=84.268637, expected=84.000000 predicted=87.040889, expected=36.000000 predicted=70.814078, expected=76.000000 predicted=70.910191, expected=72.000000 predicted=78.109116, expected=64.000000 predicted=64.942954, expected=68.000000 predicted=68.236650, expected=56.000000 predicted=58.330772, expected=52.000000 predicted=63.306867, expected=96.000000 predicted=75.004025, expected=56.000000 predicted=62.807464, expected=44.000000 predicted=57.021367, expected=40.000000 predicted=55.046361, expected=68.000000 predicted=62.022270, expected=48.000000 predicted=60.330056, expected=56.000000 predicted=51.959873, expected=64.000000 predicted=54.874638, expected=68.000000 predicted=57.414769, expected=52.000000 predicted=57.887617, expected=60.000000 predicted=57.140801, expected=36.000000 predicted=52.383016, expected=84.000000 predicted=66.197506, expected=80.000000 predicted=67.593925, expected=48.000000 predicted=54.224397, expected=100.000000 predicted=73.545462, expected=88.000000 predicted=72.793834, expected=48.000000 predicted=67.957743, expected=92.000000 predicted=80.108191, expected=24.000000 predicted=57.477986, expected=80.000000 predicted=76.293499, expected=72.000000 predicted=72.256982, expected=16.000000 predicted=45.210085, expected=52.000000 predicted=58.918929, expected=64.000000 predicted=53.555011, expected=72.000000 predicted=63.212134, expected=24.000000 predicted=45.072163, expected=44.000000 predicted=42.092366, expected=76.000000 predicted=61.254450, expected=68.000000 predicted=59.949357, expected=64.000000 predicted=58.336156, expected=52.000000 predicted=50.604605, expected=64.000000 predicted=60.737834, expected=40.000000 predicted=58.477181, expected=56.000000 predicted=58.169088, expected=56.000000 predicted=56.998288, expected=80.000000 predicted=61.457624, expected=36.000000 predicted=51.281173, expected=24.000000 predicted=42.163131, expected=72.000000 predicted=59.995260, expected=44.000000 predicted=51.456088, expected=72.000000 predicted=58.736225, expected=72.000000 predicted=54.990107, expected=64.000000 predicted=54.772841, expected=56.000000 predicted=62.085378, expected=88.000000 predicted=68.771952, expected=52.000000 predicted=64.635792, expected=32.000000 predicted=55.074294, expected=92.000000 predicted=71.258256, expected=68.000000 predicted=65.073645, expected=60.000000 predicted=64.162802, expected=36.000000 predicted=51.979422, expected=60.000000 predicted=57.264164, expected=68.000000 predicted=68.627786, expected=36.000000 predicted=51.177365, expected=44.000000 predicted=49.822662, expected=72.000000 predicted=56.235945, expected=84.000000 predicted=64.882127, expected=28.000000 predicted=48.866604, expected=60.000000 predicted=53.279062, expected=56.000000 predicted=57.841302, expected=28.000000 predicted=50.554101, expected=60.000000 predicted=57.341969, expected=48.000000 predicted=45.847637, expected=60.000000 predicted=53.425636, expected=56.000000 predicted=52.236464, expected=48.000000 predicted=46.985706, expected=16.000000 predicted=42.817208, expected=52.000000 predicted=49.073221, expected=40.000000 predicted=46.787851, expected=36.000000 predicted=40.608775, expected=56.000000 predicted=44.705776, expected=56.000000 predicted=42.516849, expected=48.000000 predicted=47.243956, expected=60.000000 predicted=50.118600, expected=36.000000 predicted=44.895822, expected=48.000000 predicted=50.648259, expected=60.000000 predicted=54.207226, expected=72.000000 predicted=56.491049, expected=64.000000 predicted=57.118439, expected=48.000000 predicted=50.553043, expected=48.000000 predicted=54.507281, expected=16.000000 predicted=46.124093, expected=32.000000 predicted=47.320975, expected=44.000000 predicted=45.937735, expected=76.000000 predicted=50.310158, expected=20.000000 predicted=34.383344, expected=20.000000 predicted=28.870848, expected=44.000000 predicted=41.830603, expected=96.000000 predicted=59.247649, expected=76.000000 predicted=58.716493, expected=36.000000 predicted=39.841946, expected=60.000000 predicted=53.637490, expected=28.000000 predicted=51.820793, expected=52.000000 predicted=60.937741, expected=16.000000 predicted=42.627405, expected=20.000000 predicted=32.408280, expected=72.000000 predicted=50.604253, expected=72.000000 predicted=46.778598, expected=36.000000 predicted=40.268193, expected=28.000000 predicted=35.194450, expected=16.000000 predicted=35.921810, expected=28.000000 predicted=43.750938, expected=32.000000 predicted=38.746463, expected=56.000000 predicted=37.033742, expected=56.000000 predicted=37.929725, expected=52.000000 predicted=38.351320, expected=44.000000 predicted=42.237222, expected=32.000000 predicted=41.611293, expected=28.000000 predicted=43.172853, expected=48.000000 predicted=46.454889, expected=84.000000 predicted=55.663405, expected=72.000000 predicted=52.657533, expected=36.000000 predicted=42.782257, expected=48.000000 predicted=49.877921, expected=28.000000 predicted=49.240235, expected=32.000000 predicted=50.395514, expected=60.000000 predicted=52.204864, expected=48.000000 predicted=42.027552, expected=24.000000 predicted=35.921510, expected=28.000000 predicted=34.493028, expected=36.000000 predicted=38.496389, expected=36.000000 predicted=40.330691, expected=64.000000 predicted=44.553799, expected=8.000000 predicted=25.636925, expected=56.000000 predicted=40.221034, expected=40.000000 predicted=40.876451, expected=108.000000 predicted=60.423647, expected=56.000000 predicted=54.400804, expected=12.000000 predicted=33.148851, expected=32.000000 predicted=49.921842, expected=60.000000 predicted=55.548746, expected=36.000000 predicted=52.551157, expected=32.000000 predicted=36.798603, expected=24.000000 predicted=29.605073, expected=12.000000 predicted=29.365212, expected=40.000000 predicted=38.596772, expected=52.000000 predicted=36.968992, expected=16.000000 predicted=24.943890, expected=64.000000 predicted=38.811329, expected=28.000000 predicted=32.035142, expected=44.000000 predicted=40.023629, expected=48.000000 predicted=44.609459, expected=24.000000 predicted=32.293371, expected=24.000000 predicted=38.063791, expected=12.000000 predicted=27.423626, expected=96.000000 predicted=53.325049, expected=28.000000 predicted=35.927055, expected=16.000000 predicted=25.661712, expected=20.000000 predicted=31.507503, expected=20.000000 predicted=30.120678, expected=36.000000 predicted=41.784919, expected=24.000000 predicted=23.655396, expected=68.000000 predicted=35.744550, expected=36.000000 predicted=32.044360, expected=28.000000 predicted=30.646402, expected=28.000000 predicted=35.745383, expected=12.000000 predicted=29.047128, expected=48.000000 predicted=42.410854, expected=24.000000 predicted=28.839706, expected=20.000000 predicted=24.123457, expected=56.000000 predicted=36.236070, expected=44.000000 predicted=33.735335, expected=12.000000 predicted=29.036798, expected=40.000000 predicted=33.682826, expected=20.000000 predicted=29.961240, expected=16.000000 Test MSE: 615.044
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031])] predicted=16.741911, expected=8.000000 predicted=13.513390, expected=16.000000 predicted=13.979718, expected=16.000000 predicted=12.958139, expected=4.000000 predicted=8.633667, expected=16.000000 predicted=10.600546, expected=12.000000 predicted=11.730770, expected=8.000000 predicted=11.159025, expected=4.000000 predicted=10.200973, expected=68.000000 predicted=21.935571, expected=20.000000 predicted=21.488706, expected=52.000000 predicted=26.924796, expected=40.000000 predicted=34.626614, expected=4.000000 predicted=23.951498, expected=20.000000 predicted=36.222555, expected=16.000000 predicted=23.196803, expected=16.000000 predicted=24.821232, expected=36.000000 predicted=25.654198, expected=8.000000 predicted=15.078774, expected=20.000000 predicted=18.782768, expected=20.000000 predicted=19.593275, expected=12.000000 predicted=16.866265, expected=24.000000 predicted=21.856617, expected=24.000000 predicted=17.813998, expected=16.000000 predicted=18.931968, expected=16.000000 predicted=18.580658, expected=44.000000 predicted=23.491837, expected=32.000000 predicted=26.955291, expected=4.000000 predicted=21.081660, expected=16.000000 predicted=20.328242, expected=16.000000 predicted=19.605721, expected=68.000000 predicted=34.009899, expected=8.000000 predicted=24.941096, expected=8.000000 predicted=16.535045, expected=12.000000 predicted=21.683881, expected=12.000000 predicted=18.097429, expected=16.000000 predicted=23.767189, expected=28.000000 predicted=14.765206, expected=12.000000 predicted=14.015573, expected=8.000000 predicted=13.538367, expected=16.000000 predicted=15.233425, expected=4.000000 predicted=12.924336, expected=24.000000 predicted=16.602586, expected=8.000000 predicted=12.129944, expected=24.000000 predicted=13.558481, expected=8.000000 predicted=14.398100, expected=12.000000 predicted=11.603621, expected=32.000000 predicted=19.889926, expected=20.000000 predicted=16.779296, expected=16.000000 predicted=18.586849, expected=12.000000 predicted=15.894545, expected=4.000000 predicted=14.276788, expected=24.000000 predicted=19.184714, expected=20.000000 predicted=16.835044, expected=32.000000 predicted=18.570423, expected=12.000000 predicted=17.031762, expected=8.000000 predicted=14.354967, expected=12.000000 predicted=18.083072, expected=20.000000 predicted=17.399077, expected=48.000000 predicted=24.876894, expected=16.000000 predicted=18.898661, expected=20.000000 predicted=18.779947, expected=4.000000 predicted=18.735558, expected=4.000000 predicted=16.830746, expected=12.000000 predicted=19.445818, expected=36.000000 predicted=16.998808, expected=8.000000 predicted=14.332359, expected=28.000000 predicted=14.455797, expected=12.000000 predicted=16.010635, expected=8.000000 predicted=15.188328, expected=12.000000 predicted=18.719709, expected=48.000000 predicted=20.305686, expected=24.000000 predicted=23.359020, expected=28.000000 predicted=20.613605, expected=28.000000 predicted=24.002022, expected=8.000000 predicted=21.645763, expected=20.000000 predicted=27.258988, expected=28.000000 predicted=23.531504, expected=28.000000 predicted=23.991929, expected=8.000000 predicted=19.835940, expected=4.000000 predicted=13.752181, expected=20.000000 predicted=18.365703, expected=8.000000 predicted=16.531962, expected=36.000000 predicted=19.351785, expected=36.000000 predicted=19.777000, expected=48.000000 predicted=24.862778, expected=8.000000 predicted=24.414945, expected=12.000000 predicted=20.597053, expected=12.000000 predicted=25.829500, expected=16.000000 predicted=22.389864, expected=12.000000 predicted=20.692008, expected=40.000000 predicted=17.617953, expected=8.000000 predicted=16.117250, expected=28.000000 predicted=18.020789, expected=12.000000 predicted=19.409233, expected=20.000000 predicted=17.889484, expected=24.000000 predicted=24.733156, expected=8.000000 predicted=14.748112, expected=8.000000 predicted=16.631781, expected=20.000000 predicted=15.363565, expected=8.000000 predicted=14.700736, expected=8.000000 predicted=12.974493, expected=8.000000 predicted=9.663654, expected=28.000000 predicted=13.720398, expected=8.000000 predicted=14.083698, expected=44.000000 predicted=17.720337, expected=48.000000 predicted=25.953242, expected=16.000000 predicted=22.318596, expected=12.000000 predicted=24.533782, expected=8.000000 predicted=19.495004, expected=20.000000 predicted=25.799419, expected=12.000000 predicted=22.036595, expected=16.000000 predicted=13.957348, expected=36.000000 predicted=18.778923, expected=8.000000 predicted=15.307847, expected=16.000000 predicted=17.120690, expected=8.000000 predicted=15.249319, expected=4.000000 predicted=12.984779, expected=28.000000 predicted=19.698226, expected=4.000000 predicted=10.883113, expected=20.000000 predicted=13.258359, expected=12.000000 predicted=12.772678, expected=8.000000 predicted=10.705971, expected=8.000000 predicted=14.297786, expected=20.000000 predicted=11.622145, expected=20.000000 predicted=15.958111, expected=24.000000 predicted=15.678598, expected=4.000000 predicted=12.612244, expected=12.000000 predicted=12.913834, expected=4.000000 predicted=13.918847, expected=12.000000 predicted=12.769802, expected=32.000000 predicted=17.467077, expected=28.000000 predicted=15.772587, expected=4.000000 predicted=13.735075, expected=24.000000 predicted=15.740236, expected=36.000000 predicted=23.204093, expected=16.000000 predicted=23.627066, expected=12.000000 predicted=19.738993, expected=20.000000 predicted=17.155010, expected=24.000000 predicted=22.275478, expected=20.000000 predicted=22.743302, expected=36.000000 predicted=22.006640, expected=24.000000 predicted=22.059409, expected=12.000000 predicted=20.919496, expected=56.000000 predicted=30.364812, expected=108.000000 predicted=48.247081, expected=4.000000 predicted=36.473063, expected=20.000000 predicted=34.260300, expected=24.000000 predicted=35.651205, expected=28.000000 predicted=39.181490, expected=8.000000 predicted=39.210738, expected=8.000000 predicted=13.398988, expected=8.000000 predicted=15.749948, expected=48.000000 predicted=23.062527, expected=16.000000 predicted=19.898566, expected=20.000000 predicted=16.491391, expected=8.000000 predicted=17.570783, expected=36.000000 predicted=21.435235, expected=24.000000 predicted=27.656433, expected=8.000000 predicted=16.484836, expected=12.000000 predicted=18.498561, expected=24.000000 predicted=18.110329, expected=16.000000 predicted=20.404535, expected=12.000000 predicted=16.094325, expected=8.000000 predicted=12.758258, expected=8.000000 predicted=12.442153, expected=4.000000 predicted=12.100363, expected=16.000000 predicted=11.384339, expected=12.000000 predicted=10.312761, expected=12.000000 predicted=9.538058, expected=20.000000 predicted=12.719025, expected=12.000000 predicted=11.625026, expected=24.000000 predicted=16.498407, expected=16.000000 predicted=15.950291, expected=36.000000 predicted=20.280228, expected=8.000000 predicted=18.822535, expected=16.000000 predicted=17.077930, expected=20.000000 predicted=21.379911, expected=28.000000 predicted=19.883412, expected=24.000000 predicted=23.470958, expected=36.000000 predicted=21.992178, expected=8.000000 predicted=20.457031, expected=28.000000 predicted=23.495559, expected=8.000000 predicted=22.186787, expected=36.000000 predicted=23.044823, expected=4.000000 predicted=21.251954, expected=12.000000 predicted=13.423054, expected=8.000000 predicted=17.855788, expected=12.000000 predicted=11.412588, expected=16.000000 predicted=16.866036, expected=4.000000 predicted=8.131122, expected=28.000000 predicted=14.295910, expected=16.000000 predicted=14.129134, expected=12.000000 predicted=13.195701, expected=4.000000 predicted=13.585838, expected=4.000000 predicted=9.629264, expected=8.000000 predicted=12.872741, expected=20.000000 predicted=11.582902, expected=16.000000 predicted=11.138593, expected=8.000000 predicted=9.043747, expected=48.000000 predicted=19.149883, expected=16.000000 predicted=18.445766, expected=16.000000 predicted=18.938848, expected=8.000000 predicted=19.293813, expected=12.000000 predicted=15.526032, expected=24.000000 predicted=23.247514, expected=4.000000 predicted=12.461937, expected=8.000000 predicted=11.557099, expected=8.000000 predicted=10.871539, expected=16.000000 predicted=11.568217, expected=4.000000 predicted=11.169843, expected=12.000000 predicted=8.202687, expected=4.000000 predicted=8.636357, expected=4.000000 predicted=6.956893, expected=8.000000 predicted=8.841082, expected=8.000000 predicted=6.244222, expected=16.000000 predicted=9.315587, expected=4.000000 predicted=6.869462, expected=4.000000 predicted=6.410668, expected=4.000000 predicted=7.426382, expected=4.000000 predicted=6.062629, expected=4.000000 predicted=6.430366, expected=16.000000 predicted=6.537428, expected=4.000000 predicted=5.661247, expected=8.000000 predicted=6.098180, expected=16.000000 predicted=9.397729, expected=44.000000 predicted=16.479823, expected=16.000000 predicted=17.266545, expected=16.000000 predicted=15.582062, expected=12.000000 predicted=18.624313, expected=12.000000 predicted=17.507435, expected=8.000000 predicted=19.077715, expected=20.000000 predicted=14.398912, expected=12.000000 predicted=13.511053, expected=4.000000 predicted=10.208092, expected=8.000000 predicted=10.858342, expected=4.000000 predicted=8.582095, expected=16.000000 predicted=11.349677, expected=8.000000 predicted=9.052665, expected=8.000000 predicted=7.143541, expected=8.000000 predicted=8.947884, expected=12.000000 predicted=8.795720, expected=4.000000 predicted=9.291118, expected=8.000000 predicted=7.714196, expected=4.000000 predicted=7.277841, expected=8.000000 predicted=6.945413, expected=8.000000 predicted=7.847700, expected=4.000000 predicted=5.344480, expected=20.000000 predicted=9.542116, expected=4.000000 predicted=7.479725, expected=4.000000 predicted=6.950339, expected=4.000000 predicted=7.751805, expected=8.000000 predicted=6.524294, expected=8.000000 predicted=8.804493, expected=4.000000 predicted=4.908348, expected=8.000000 predicted=5.967015, expected=24.000000 predicted=10.187789, expected=24.000000 predicted=13.172924, expected=4.000000 predicted=10.712340, expected=12.000000 predicted=12.171096, expected=16.000000 predicted=14.658669, expected=24.000000 predicted=17.567520, expected=8.000000 predicted=14.895156, expected=20.000000 predicted=13.512970, expected=12.000000 predicted=15.397655, expected=12.000000 predicted=14.188208, expected=16.000000 predicted=16.454036, expected=192.000000 predicted=53.558856, expected=12.000000 predicted=42.000705, expected=4.000000 predicted=33.927821, expected=4.000000 predicted=49.825341, expected=16.000000 predicted=34.360155, expected=12.000000 predicted=57.051258, expected=12.000000 predicted=9.838271, expected=4.000000 predicted=8.330277, expected=8.000000 predicted=8.621074, expected=4.000000 predicted=9.522770, expected=4.000000 predicted=6.938533, expected=4.000000 predicted=6.391929, expected=12.000000 predicted=6.056518, expected=4.000000 predicted=5.841958, expected=4.000000 predicted=4.781350, expected=16.000000 predicted=8.104261, expected=4.000000 predicted=6.432206, expected=4.000000 predicted=6.976844, expected=8.000000 predicted=7.162498, expected=4.000000 predicted=5.758601, expected=8.000000 predicted=7.787186, expected=4.000000 predicted=5.228829, expected=4.000000 predicted=4.771901, expected=12.000000 predicted=7.277734, expected=12.000000 predicted=7.174760, expected=8.000000 predicted=7.643966, expected=4.000000 predicted=6.965477, expected=12.000000 predicted=8.587567, expected=8.000000 predicted=9.281184, expected=4.000000 predicted=7.520343, expected=24.000000 predicted=11.168384, expected=4.000000 predicted=8.365218, expected=4.000000 predicted=8.379097, expected=16.000000 Test MSE: 294.854
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687])] predicted=31.070560, expected=16.000000 predicted=29.090830, expected=16.000000 predicted=21.144633, expected=48.000000 predicted=29.656786, expected=24.000000 predicted=29.579596, expected=20.000000 predicted=28.490925, expected=24.000000 predicted=23.615222, expected=16.000000 predicted=22.677983, expected=16.000000 predicted=24.291928, expected=28.000000 predicted=21.900812, expected=8.000000 predicted=17.911708, expected=16.000000 predicted=17.300673, expected=16.000000 predicted=16.330577, expected=28.000000 predicted=19.392228, expected=24.000000 predicted=21.657999, expected=36.000000 predicted=22.610694, expected=40.000000 predicted=28.523311, expected=16.000000 predicted=25.511829, expected=24.000000 predicted=26.510048, expected=20.000000 predicted=25.190504, expected=16.000000 predicted=24.210537, expected=12.000000 predicted=20.808669, expected=16.000000 predicted=16.482250, expected=16.000000 predicted=17.345747, expected=12.000000 predicted=15.129353, expected=24.000000 predicted=16.706227, expected=4.000000 predicted=13.155764, expected=4.000000 predicted=10.917850, expected=16.000000 predicted=12.482177, expected=24.000000 predicted=15.194010, expected=28.000000 predicted=19.293554, expected=16.000000 predicted=15.653361, expected=20.000000 predicted=17.137683, expected=16.000000 predicted=19.041925, expected=12.000000 predicted=18.230106, expected=20.000000 predicted=18.852570, expected=8.000000 predicted=14.584822, expected=28.000000 predicted=18.164004, expected=8.000000 predicted=15.264668, expected=40.000000 predicted=20.667516, expected=20.000000 predicted=22.073010, expected=8.000000 predicted=16.580079, expected=24.000000 predicted=20.972336, expected=20.000000 predicted=19.321444, expected=4.000000 predicted=18.640545, expected=8.000000 predicted=12.708995, expected=20.000000 predicted=13.711188, expected=4.000000 predicted=13.124921, expected=28.000000 predicted=15.481830, expected=28.000000 predicted=17.171535, expected=8.000000 predicted=15.320775, expected=20.000000 predicted=17.641188, expected=40.000000 predicted=22.310645, expected=40.000000 predicted=30.014354, expected=32.000000 predicted=29.681139, expected=44.000000 predicted=31.213738, expected=36.000000 predicted=34.992028, expected=36.000000 predicted=37.718797, expected=40.000000 predicted=38.258007, expected=40.000000 predicted=37.949898, expected=36.000000 predicted=38.778954, expected=56.000000 predicted=42.132670, expected=32.000000 predicted=39.864766, expected=24.000000 predicted=35.866345, expected=4.000000 predicted=27.853259, expected=12.000000 predicted=23.475755, expected=20.000000 predicted=24.794015, expected=24.000000 predicted=20.766873, expected=28.000000 predicted=20.884327, expected=56.000000 predicted=27.719233, expected=20.000000 predicted=27.131252, expected=20.000000 predicted=25.811824, expected=8.000000 predicted=22.503640, expected=20.000000 predicted=22.916369, expected=12.000000 predicted=23.164499, expected=36.000000 predicted=21.158980, expected=28.000000 predicted=23.023079, expected=40.000000 predicted=25.584679, expected=8.000000 predicted=22.779235, expected=16.000000 predicted=19.878242, expected=48.000000 predicted=31.301049, expected=28.000000 predicted=29.447616, expected=4.000000 predicted=22.886444, expected=32.000000 predicted=21.502634, expected=20.000000 predicted=23.353685, expected=32.000000 predicted=28.939069, expected=32.000000 predicted=26.716782, expected=28.000000 predicted=24.079677, expected=72.000000 predicted=40.409928, expected=28.000000 predicted=36.174423, expected=12.000000 predicted=30.625440, expected=64.000000 predicted=39.977967, expected=24.000000 predicted=36.644039, expected=12.000000 predicted=34.785718, expected=16.000000 predicted=23.661058, expected=12.000000 predicted=19.603827, expected=4.000000 predicted=21.447133, expected=8.000000 predicted=11.967781, expected=16.000000 predicted=11.452453, expected=16.000000 predicted=12.992636, expected=24.000000 predicted=15.102551, expected=24.000000 predicted=16.511679, expected=24.000000 predicted=19.210737, expected=28.000000 predicted=22.677485, expected=20.000000 predicted=22.173058, expected=32.000000 predicted=25.816217, expected=32.000000 predicted=27.513967, expected=28.000000 predicted=27.637467, expected=12.000000 predicted=23.914822, expected=52.000000 predicted=30.468054, expected=44.000000 predicted=35.755154, expected=16.000000 predicted=30.196165, expected=16.000000 predicted=25.933051, expected=28.000000 predicted=25.322815, expected=44.000000 predicted=35.131915, expected=32.000000 predicted=32.289527, expected=56.000000 predicted=34.895996, expected=24.000000 predicted=32.519974, expected=12.000000 predicted=29.012381, expected=8.000000 predicted=25.744406, expected=20.000000 predicted=22.948355, expected=12.000000 predicted=22.370778, expected=8.000000 predicted=13.689711, expected=8.000000 predicted=10.592847, expected=12.000000 predicted=10.635185, expected=32.000000 predicted=17.702526, expected=40.000000 predicted=22.406353, expected=12.000000 predicted=18.845837, expected=28.000000 predicted=21.675244, expected=28.000000 predicted=24.586076, expected=4.000000 predicted=21.604154, expected=76.000000 predicted=36.487514, expected=16.000000 predicted=27.880056, expected=24.000000 predicted=28.747655, expected=4.000000 predicted=22.300085, expected=52.000000 predicted=27.761070, expected=32.000000 predicted=37.698602, expected=52.000000 predicted=32.401321, expected=36.000000 predicted=35.009547, expected=28.000000 predicted=31.134242, expected=16.000000 predicted=33.892070, expected=44.000000 predicted=33.880372, expected=24.000000 predicted=33.978828, expected=20.000000 predicted=27.300513, expected=28.000000 predicted=26.600811, expected=32.000000 predicted=26.708865, expected=24.000000 predicted=29.404378, expected=20.000000 predicted=24.072298, expected=24.000000 predicted=23.777819, expected=24.000000 predicted=24.975224, expected=40.000000 predicted=29.070243, expected=20.000000 predicted=25.660938, expected=60.000000 predicted=33.642612, expected=84.000000 predicted=48.109004, expected=28.000000 predicted=42.696051, expected=32.000000 predicted=42.101161, expected=36.000000 predicted=39.410907, expected=20.000000 predicted=39.764774, expected=40.000000 predicted=41.975115, expected=68.000000 predicted=40.871837, expected=40.000000 predicted=40.984649, expected=60.000000 predicted=46.261876, expected=24.000000 predicted=39.015629, expected=36.000000 predicted=41.327106, expected=20.000000 predicted=39.886815, expected=40.000000 predicted=35.607028, expected=36.000000 predicted=38.311448, expected=88.000000 predicted=45.592660, expected=8.000000 predicted=38.316193, expected=20.000000 predicted=30.179335, expected=52.000000 predicted=40.258707, expected=12.000000 predicted=32.750999, expected=8.000000 predicted=33.037934, expected=40.000000 predicted=22.716975, expected=48.000000 predicted=31.022935, expected=8.000000 predicted=29.613095, expected=16.000000 predicted=20.421322, expected=32.000000 predicted=23.221225, expected=16.000000 predicted=25.667353, expected=36.000000 predicted=29.277934, expected=24.000000 predicted=21.965716, expected=16.000000 predicted=21.695080, expected=28.000000 predicted=25.894177, expected=16.000000 predicted=20.904807, expected=24.000000 predicted=24.545707, expected=16.000000 predicted=20.546332, expected=44.000000 predicted=25.152037, expected=52.000000 predicted=33.736272, expected=32.000000 predicted=31.424973, expected=16.000000 predicted=29.151352, expected=16.000000 predicted=25.130958, expected=16.000000 predicted=26.962561, expected=24.000000 predicted=26.926595, expected=28.000000 predicted=23.811494, expected=12.000000 predicted=18.252076, expected=20.000000 predicted=18.870347, expected=20.000000 predicted=19.286514, expected=20.000000 predicted=20.502765, expected=28.000000 predicted=22.914385, expected=20.000000 predicted=19.735761, expected=4.000000 predicted=16.985240, expected=52.000000 predicted=26.011953, expected=12.000000 predicted=22.313009, expected=8.000000 predicted=19.825501, expected=24.000000 predicted=19.985697, expected=36.000000 predicted=21.419085, expected=44.000000 predicted=33.950479, expected=44.000000 predicted=30.431136, expected=24.000000 predicted=28.578160, expected=20.000000 predicted=29.317441, expected=24.000000 predicted=30.001198, expected=48.000000 predicted=35.525356, expected=20.000000 predicted=31.029637, expected=36.000000 predicted=29.282321, expected=24.000000 predicted=27.677819, expected=20.000000 predicted=26.373911, expected=8.000000 predicted=25.355426, expected=80.000000 predicted=34.547122, expected=12.000000 predicted=31.226390, expected=24.000000 predicted=27.391691, expected=40.000000 predicted=30.821198, expected=44.000000 predicted=31.529379, expected=20.000000 predicted=40.177241, expected=12.000000 predicted=22.731666, expected=24.000000 predicted=25.217873, expected=32.000000 predicted=28.777927, expected=16.000000 predicted=25.718950, expected=48.000000 predicted=27.637603, expected=20.000000 predicted=24.633450, expected=8.000000 predicted=22.484526, expected=20.000000 predicted=23.676083, expected=16.000000 predicted=18.753731, expected=16.000000 predicted=22.685355, expected=16.000000 predicted=16.601539, expected=16.000000 predicted=14.545527, expected=32.000000 predicted=20.680763, expected=44.000000 predicted=25.679989, expected=20.000000 predicted=24.280268, expected=64.000000 predicted=34.593440, expected=44.000000 predicted=37.134618, expected=56.000000 predicted=44.259969, expected=28.000000 predicted=42.912744, expected=44.000000 predicted=39.398964, expected=28.000000 predicted=43.590020, expected=48.000000 predicted=40.884334, expected=32.000000 predicted=40.740501, expected=44.000000 predicted=36.807291, expected=20.000000 predicted=35.657777, expected=28.000000 predicted=30.918685, expected=32.000000 predicted=34.502243, expected=28.000000 predicted=29.803297, expected=36.000000 predicted=33.230320, expected=36.000000 predicted=30.230448, expected=36.000000 predicted=32.887367, expected=24.000000 predicted=31.534007, expected=12.000000 predicted=26.146166, expected=16.000000 predicted=24.854704, expected=24.000000 predicted=24.271962, expected=12.000000 predicted=20.807798, expected=32.000000 predicted=21.619978, expected=48.000000 predicted=26.422558, expected=40.000000 predicted=30.272108, expected=20.000000 predicted=29.447988, expected=4.000000 predicted=21.712389, expected=4.000000 predicted=20.421004, expected=8.000000 predicted=19.326178, expected=32.000000 predicted=20.769206, expected=52.000000 predicted=25.274535, expected=16.000000 predicted=20.088394, expected=16.000000 predicted=19.599360, expected=24.000000 predicted=22.097239, expected=4.000000 predicted=20.841994, expected=60.000000 predicted=33.751277, expected=40.000000 predicted=29.326581, expected=28.000000 predicted=28.573466, expected=12.000000 predicted=26.605958, expected=16.000000 predicted=20.954794, expected=24.000000 predicted=30.813451, expected=20.000000 predicted=24.268800, expected=12.000000 predicted=19.030428, expected=40.000000 predicted=21.848862, expected=24.000000 predicted=22.959905, expected=36.000000 predicted=27.278245, expected=20.000000 predicted=25.209782, expected=12.000000 predicted=20.572263, expected=20.000000 predicted=25.231238, expected=24.000000 predicted=22.148041, expected=20.000000 predicted=23.220237, expected=44.000000 predicted=25.781842, expected=36.000000 predicted=27.064196, expected=16.000000 predicted=25.450413, expected=4.000000 predicted=21.168778, expected=20.000000 predicted=20.565439, expected=28.000000 predicted=26.103769, expected=44.000000 predicted=28.719585, expected=28.000000 predicted=25.018073, expected=20.000000 predicted=21.916874, expected=16.000000 predicted=23.641392, expected=56.000000 predicted=33.223047, expected=44.000000 predicted=38.018350, expected=24.000000 predicted=31.242215, expected=36.000000 predicted=32.032219, expected=64.000000 predicted=39.784005, expected=24.000000 predicted=41.539369, expected=12.000000 predicted=32.376306, expected=12.000000 predicted=25.103850, expected=12.000000 predicted=23.321520, expected=12.000000 predicted=24.452453, expected=36.000000 predicted=20.732366, expected=28.000000 predicted=20.211109, expected=24.000000 predicted=20.995877, expected=8.000000 predicted=18.206085, expected=24.000000 predicted=19.998724, expected=12.000000 predicted=21.775528, expected=12.000000 predicted=17.584519, expected=32.000000 predicted=20.928251, expected=28.000000 predicted=19.625496, expected=20.000000 predicted=22.122166, expected=20.000000 predicted=20.074933, expected=20.000000 predicted=20.184333, expected=12.000000 predicted=21.250097, expected=24.000000 predicted=21.359342, expected=24.000000 predicted=20.588659, expected=8.000000 predicted=17.058281, expected=16.000000 predicted=17.189735, expected=24.000000 predicted=17.703139, expected=16.000000 predicted=18.755387, expected=24.000000 predicted=20.172864, expected=52.000000 predicted=25.783523, expected=24.000000 predicted=25.972773, expected=4.000000 predicted=21.925474, expected=16.000000 predicted=20.260422, expected=36.000000 predicted=25.301937, expected=16.000000 predicted=26.566776, expected=20.000000 predicted=20.490222, expected=24.000000 predicted=18.585574, expected=12.000000 predicted=18.430727, expected=8.000000 predicted=19.332892, expected=16.000000 predicted=15.396458, expected=12.000000 predicted=14.829141, expected=8.000000 predicted=13.614346, expected=20.000000 predicted=13.494874, expected=24.000000 predicted=15.231688, expected=24.000000 predicted=18.515200, expected=28.000000 predicted=20.450094, expected=8.000000 predicted=16.542073, expected=4.000000 predicted=15.695300, expected=28.000000 predicted=19.944260, expected=20.000000 predicted=19.086444, expected=28.000000 predicted=21.834357, expected=16.000000 predicted=17.268223, expected=16.000000 predicted=16.326676, expected=12.000000 predicted=19.521156, expected=20.000000 predicted=18.167520, expected=8.000000 predicted=16.726889, expected=8.000000 predicted=12.520026, expected=20.000000 predicted=14.713695, expected=32.000000 predicted=18.011343, expected=32.000000 predicted=22.520473, expected=20.000000 predicted=19.871585, expected=40.000000 predicted=25.606500, expected=12.000000 predicted=23.810871, expected=8.000000 predicted=21.886846, expected=40.000000 predicted=27.320170, expected=20.000000 predicted=22.243575, expected=4.000000 predicted=20.947857, expected=28.000000 predicted=19.133493, expected=40.000000 predicted=23.023508, expected=12.000000 predicted=24.777540, expected=32.000000 predicted=24.320141, expected=32.000000 predicted=23.459531, expected=16.000000 predicted=24.918519, expected=20.000000 predicted=26.544145, expected=36.000000 predicted=24.131356, expected=28.000000 predicted=27.784676, expected=12.000000 predicted=23.925238, expected=16.000000 predicted=19.929848, expected=28.000000 predicted=22.485979, expected=8.000000 predicted=20.804629, expected=4.000000 predicted=15.682774, expected=4.000000 predicted=10.399149, expected=4.000000 predicted=8.963141, expected=4.000000 predicted=9.674588, expected=20.000000 predicted=8.954527, expected=28.000000 predicted=12.754963, expected=28.000000 predicted=16.371627, expected=24.000000 predicted=18.597943, expected=36.000000 predicted=23.339104, expected=24.000000 predicted=25.838488, expected=28.000000 predicted=27.907461, expected=36.000000 predicted=30.249235, expected=12.000000 predicted=24.244391, expected=8.000000 predicted=22.759822, expected=24.000000 predicted=21.466068, expected=24.000000 predicted=21.849830, expected=24.000000 predicted=23.705025, expected=20.000000 predicted=18.999495, expected=28.000000 predicted=20.691843, expected=24.000000 predicted=24.032283, expected=12.000000 predicted=20.842591, expected=28.000000 predicted=23.262979, expected=32.000000 predicted=24.354231, expected=8.000000 predicted=20.967912, expected=28.000000 predicted=23.192392, expected=16.000000 predicted=18.812086, expected=20.000000 predicted=21.540458, expected=12.000000 predicted=20.204662, expected=4.000000 predicted=11.762111, expected=16.000000 predicted=16.623059, expected=12.000000 predicted=12.909501, expected=8.000000 predicted=12.205090, expected=20.000000 predicted=13.290623, expected=36.000000 predicted=17.414348, expected=20.000000 predicted=19.496890, expected=20.000000 predicted=19.573976, expected=4.000000 predicted=15.127464, expected=28.000000 Test MSE: 210.693
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364])] predicted=46.016195, expected=48.000000 predicted=47.400624, expected=40.000000 predicted=49.655374, expected=40.000000 predicted=53.286538, expected=68.000000 predicted=52.772150, expected=132.000000 predicted=76.504790, expected=60.000000 predicted=61.053392, expected=92.000000 predicted=73.555143, expected=80.000000 predicted=72.569142, expected=36.000000 predicted=64.419507, expected=52.000000 predicted=82.543186, expected=52.000000 predicted=57.142435, expected=52.000000 predicted=63.292217, expected=28.000000 predicted=51.510244, expected=64.000000 predicted=48.761393, expected=84.000000 predicted=60.516641, expected=52.000000 predicted=54.255903, expected=56.000000 predicted=57.824987, expected=52.000000 predicted=49.584166, expected=88.000000 predicted=69.169576, expected=44.000000 predicted=62.711811, expected=36.000000 predicted=51.017643, expected=48.000000 predicted=53.291660, expected=28.000000 predicted=42.436931, expected=56.000000 predicted=58.225765, expected=40.000000 predicted=41.838966, expected=88.000000 predicted=55.499377, expected=100.000000 predicted=68.159890, expected=48.000000 predicted=52.750930, expected=80.000000 predicted=71.645617, expected=40.000000 predicted=54.438602, expected=84.000000 predicted=76.758591, expected=32.000000 predicted=63.863892, expected=48.000000 predicted=51.683764, expected=52.000000 predicted=59.388550, expected=84.000000 predicted=57.863048, expected=60.000000 predicted=65.423627, expected=72.000000 predicted=57.812634, expected=76.000000 predicted=65.699210, expected=204.000000 predicted=109.293599, expected=112.000000 predicted=104.057760, expected=128.000000 predicted=108.904198, expected=64.000000 predicted=98.538669, expected=88.000000 predicted=94.588671, expected=88.000000 predicted=123.075727, expected=116.000000 predicted=102.455479, expected=136.000000 predicted=117.073395, expected=80.000000 predicted=88.423043, expected=4.000000 predicted=67.954288, expected=32.000000 predicted=66.003474, expected=40.000000 predicted=65.934998, expected=72.000000 predicted=74.187865, expected=40.000000 predicted=51.682920, expected=60.000000 predicted=39.881586, expected=36.000000 predicted=42.988429, expected=16.000000 predicted=34.888143, expected=40.000000 predicted=47.629141, expected=4.000000 predicted=25.943172, expected=60.000000 predicted=44.212106, expected=56.000000 predicted=42.008104, expected=56.000000 predicted=38.686380, expected=64.000000 predicted=52.061328, expected=48.000000 predicted=40.892967, expected=64.000000 predicted=59.512075, expected=12.000000 predicted=42.385786, expected=44.000000 predicted=46.413472, expected=36.000000 predicted=45.983406, expected=60.000000 predicted=46.712448, expected=60.000000 predicted=54.084931, expected=80.000000 predicted=50.521407, expected=48.000000 predicted=53.135601, expected=44.000000 predicted=48.565754, expected=48.000000 predicted=55.044547, expected=56.000000 predicted=55.302248, expected=68.000000 predicted=63.787718, expected=44.000000 predicted=49.845995, expected=48.000000 predicted=49.222512, expected=40.000000 predicted=47.739301, expected=28.000000 predicted=42.930854, expected=72.000000 predicted=57.658335, expected=56.000000 predicted=50.077676, expected=80.000000 predicted=59.301681, expected=52.000000 predicted=53.935894, expected=60.000000 predicted=52.651220, expected=80.000000 predicted=71.212292, expected=52.000000 predicted=59.408635, expected=56.000000 predicted=64.137680, expected=100.000000 predicted=72.364692, expected=152.000000 predicted=96.878304, expected=128.000000 predicted=103.800485, expected=68.000000 predicted=82.142177, expected=140.000000 predicted=107.722706, expected=144.000000 predicted=123.821770, expected=68.000000 predicted=109.445748, expected=72.000000 predicted=101.870516, expected=108.000000 predicted=96.043641, expected=116.000000 predicted=111.429984, expected=112.000000 predicted=112.438255, expected=88.000000 predicted=90.944170, expected=64.000000 predicted=83.253801, expected=100.000000 predicted=99.252518, expected=112.000000 predicted=103.483231, expected=132.000000 predicted=110.086720, expected=72.000000 predicted=90.261862, expected=88.000000 predicted=89.112270, expected=48.000000 predicted=83.092437, expected=44.000000 predicted=74.211822, expected=28.000000 predicted=67.347823, expected=16.000000 predicted=41.231275, expected=60.000000 predicted=55.234970, expected=48.000000 predicted=43.323970, expected=52.000000 predicted=44.373904, expected=68.000000 predicted=50.895305, expected=48.000000 predicted=44.038347, expected=36.000000 predicted=49.041080, expected=56.000000 predicted=52.253616, expected=40.000000 predicted=46.862106, expected=28.000000 predicted=43.754522, expected=8.000000 predicted=30.650621, expected=8.000000 predicted=23.094650, expected=8.000000 predicted=23.224716, expected=28.000000 predicted=23.614261, expected=72.000000 predicted=38.414508, expected=56.000000 predicted=35.282218, expected=64.000000 predicted=43.412787, expected=24.000000 predicted=34.529975, expected=52.000000 predicted=45.640244, expected=48.000000 predicted=54.199612, expected=44.000000 predicted=46.530886, expected=68.000000 predicted=57.801360, expected=92.000000 predicted=60.903649, expected=120.000000 predicted=82.847938, expected=116.000000 predicted=89.381698, expected=104.000000 predicted=90.404388, expected=140.000000 predicted=112.547608, expected=84.000000 predicted=100.847207, expected=140.000000 predicted=122.648806, expected=196.000000 predicted=148.621015, expected=100.000000 predicted=117.844991, expected=48.000000 predicted=104.472957, expected=40.000000 predicted=81.177356, expected=8.000000 predicted=64.753778, expected=20.000000 predicted=66.132342, expected=32.000000 predicted=44.025899, expected=44.000000 predicted=36.796193, expected=28.000000 predicted=31.400114, expected=28.000000 predicted=25.425107, expected=40.000000 predicted=33.028139, expected=24.000000 predicted=29.277657, expected=8.000000 predicted=23.889219, expected=24.000000 predicted=24.607996, expected=40.000000 predicted=30.259456, expected=52.000000 predicted=39.190885, expected=68.000000 predicted=46.759637, expected=56.000000 predicted=43.945762, expected=44.000000 predicted=44.389636, expected=36.000000 predicted=43.884775, expected=36.000000 predicted=43.500669, expected=28.000000 predicted=41.105183, expected=44.000000 predicted=42.856140, expected=52.000000 predicted=44.532377, expected=16.000000 predicted=29.694007, expected=20.000000 predicted=29.008641, expected=16.000000 predicted=23.818661, expected=20.000000 predicted=25.291101, expected=20.000000 predicted=26.279814, expected=12.000000 predicted=15.303109, expected=36.000000 predicted=25.380785, expected=36.000000 predicted=26.914085, expected=40.000000 predicted=31.066546, expected=40.000000 predicted=33.850619, expected=24.000000 predicted=26.736064, expected=24.000000 predicted=30.265559, expected=40.000000 predicted=35.416028, expected=52.000000 predicted=41.623197, expected=32.000000 predicted=35.898477, expected=28.000000 predicted=31.184254, expected=36.000000 predicted=33.802859, expected=16.000000 predicted=27.829966, expected=36.000000 predicted=35.865869, expected=48.000000 predicted=37.723586, expected=36.000000 predicted=33.642675, expected=4.000000 predicted=23.197263, expected=40.000000 predicted=30.533767, expected=52.000000 predicted=40.172738, expected=40.000000 predicted=39.153338, expected=56.000000 predicted=45.744209, expected=48.000000 predicted=38.774133, expected=88.000000 predicted=63.030491, expected=44.000000 predicted=52.883341, expected=40.000000 predicted=46.929278, expected=12.000000 predicted=37.727309, expected=40.000000 predicted=40.238910, expected=24.000000 predicted=40.930837, expected=36.000000 predicted=33.998748, expected=52.000000 predicted=41.875763, expected=44.000000 predicted=35.015658, expected=32.000000 predicted=37.396394, expected=24.000000 predicted=30.449490, expected=24.000000 predicted=30.447732, expected=40.000000 predicted=38.145821, expected=32.000000 predicted=33.854721, expected=52.000000 predicted=39.915416, expected=20.000000 predicted=28.432731, expected=24.000000 predicted=27.646393, expected=52.000000 predicted=41.902865, expected=12.000000 predicted=24.864481, expected=56.000000 predicted=44.195189, expected=24.000000 predicted=29.123443, expected=44.000000 predicted=35.102811, expected=16.000000 predicted=32.372332, expected=24.000000 predicted=23.507518, expected=44.000000 predicted=40.234391, expected=24.000000 predicted=26.571787, expected=16.000000 predicted=26.546962, expected=44.000000 predicted=31.504290, expected=56.000000 predicted=39.670326, expected=36.000000 predicted=38.444833, expected=32.000000 predicted=33.913473, expected=12.000000 predicted=23.891545, expected=16.000000 predicted=26.672235, expected=16.000000 predicted=26.472112, expected=8.000000 predicted=17.011316, expected=32.000000 predicted=24.609669, expected=40.000000 predicted=26.242737, expected=20.000000 predicted=21.473964, expected=60.000000 predicted=38.324670, expected=36.000000 predicted=31.925491, expected=24.000000 predicted=31.108142, expected=116.000000 predicted=69.574361, expected=32.000000 predicted=41.727543, expected=48.000000 predicted=52.815305, expected=60.000000 predicted=54.125377, expected=56.000000 predicted=49.276857, expected=24.000000 predicted=54.637927, expected=36.000000 predicted=38.623705, expected=36.000000 predicted=40.176024, expected=44.000000 predicted=43.830467, expected=28.000000 predicted=37.538139, expected=60.000000 predicted=42.843157, expected=16.000000 predicted=31.248970, expected=48.000000 predicted=40.051014, expected=44.000000 predicted=42.480894, expected=56.000000 predicted=43.545039, expected=48.000000 predicted=49.945584, expected=72.000000 predicted=51.222916, expected=60.000000 predicted=56.850178, expected=88.000000 predicted=67.723002, expected=52.000000 predicted=60.797793, expected=72.000000 predicted=64.545251, expected=32.000000 predicted=55.332015, expected=64.000000 predicted=58.930046, expected=32.000000 predicted=53.656747, expected=24.000000 predicted=37.760761, expected=32.000000 predicted=42.661922, expected=44.000000 predicted=36.988267, expected=64.000000 predicted=52.375661, expected=44.000000 predicted=42.374042, expected=24.000000 predicted=33.431535, expected=48.000000 predicted=42.273934, expected=24.000000 predicted=35.263482, expected=28.000000 predicted=37.219072, expected=104.000000 predicted=62.989806, expected=68.000000 predicted=54.199336, expected=36.000000 predicted=49.204632, expected=44.000000 predicted=46.799999, expected=36.000000 predicted=41.173039, expected=32.000000 predicted=51.154081, expected=28.000000 predicted=39.901578, expected=36.000000 predicted=34.677591, expected=40.000000 predicted=37.989707, expected=52.000000 predicted=41.941015, expected=28.000000 predicted=34.331166, expected=44.000000 predicted=38.438878, expected=16.000000 predicted=30.093758, expected=56.000000 predicted=42.457739, expected=36.000000 predicted=40.718519, expected=28.000000 predicted=31.416334, expected=36.000000 predicted=37.889617, expected=32.000000 predicted=29.963342, expected=60.000000 predicted=48.310229, expected=44.000000 predicted=41.855144, expected=20.000000 predicted=31.243463, expected=60.000000 predicted=46.333374, expected=64.000000 predicted=49.622705, expected=56.000000 predicted=54.211046, expected=44.000000 predicted=48.610957, expected=32.000000 predicted=38.202642, expected=24.000000 predicted=39.789650, expected=64.000000 predicted=52.500397, expected=68.000000 predicted=55.461221, expected=44.000000 predicted=46.928439, expected=44.000000 predicted=45.299717, expected=44.000000 predicted=43.061385, expected=28.000000 predicted=42.896130, expected=24.000000 predicted=38.929846, expected=16.000000 predicted=28.311289, expected=44.000000 predicted=36.211879, expected=48.000000 predicted=39.819472, expected=68.000000 predicted=46.971360, expected=36.000000 predicted=39.214442, expected=48.000000 predicted=41.437132, expected=44.000000 predicted=46.374956, expected=44.000000 predicted=45.375614, expected=48.000000 predicted=50.788034, expected=56.000000 predicted=47.765626, expected=44.000000 predicted=46.957341, expected=28.000000 predicted=39.322828, expected=28.000000 predicted=36.784912, expected=28.000000 predicted=34.993421, expected=40.000000 predicted=39.331709, expected=48.000000 predicted=41.011455, expected=20.000000 predicted=28.847963, expected=88.000000 predicted=53.906130, expected=24.000000 predicted=36.835533, expected=28.000000 predicted=36.348223, expected=12.000000 predicted=31.536108, expected=28.000000 predicted=25.907357, expected=28.000000 predicted=38.941552, expected=40.000000 predicted=30.124386, expected=32.000000 predicted=30.612226, expected=36.000000 predicted=29.496234, expected=16.000000 predicted=26.068734, expected=28.000000 predicted=27.925895, expected=40.000000 predicted=34.989279, expected=12.000000 predicted=23.336778, expected=40.000000 predicted=32.776882, expected=24.000000 predicted=25.152064, expected=16.000000 predicted=22.754594, expected=44.000000 predicted=35.144143, expected=36.000000 predicted=28.817749, expected=56.000000 predicted=42.908934, expected=76.000000 predicted=52.009112, expected=88.000000 predicted=60.593696, expected=40.000000 predicted=53.122614, expected=44.000000 predicted=50.048902, expected=36.000000 predicted=48.783782, expected=8.000000 predicted=36.778053, expected=28.000000 predicted=40.795815, expected=36.000000 predicted=33.005639, expected=60.000000 predicted=43.607713, expected=32.000000 predicted=36.014357, expected=44.000000 predicted=34.706854, expected=56.000000 predicted=45.360018, expected=16.000000 predicted=32.394705, expected=36.000000 predicted=40.903842, expected=28.000000 predicted=32.119904, expected=56.000000 predicted=43.204071, expected=112.000000 predicted=71.748650, expected=40.000000 predicted=45.831408, expected=48.000000 predicted=50.905864, expected=32.000000 predicted=43.100232, expected=32.000000 predicted=43.291860, expected=40.000000 predicted=54.095003, expected=32.000000 predicted=35.606401, expected=40.000000 predicted=39.325116, expected=16.000000 predicted=27.588231, expected=40.000000 predicted=33.934168, expected=12.000000 predicted=26.061953, expected=28.000000 predicted=27.053670, expected=64.000000 predicted=43.500529, expected=76.000000 predicted=48.866373, expected=44.000000 predicted=46.927192, expected=32.000000 predicted=36.893195, expected=52.000000 predicted=46.054421, expected=40.000000 predicted=48.084877, expected=48.000000 predicted=51.404113, expected=44.000000 predicted=44.347737, expected=28.000000 predicted=35.554751, expected=56.000000 predicted=48.218582, expected=28.000000 predicted=37.145901, expected=56.000000 predicted=46.872615, expected=24.000000 predicted=36.639745, expected=20.000000 predicted=28.513169, expected=4.000000 predicted=25.414296, expected=52.000000 predicted=33.918922, expected=60.000000 predicted=46.624213, expected=40.000000 predicted=36.294478, expected=32.000000 predicted=34.016446, expected=16.000000 predicted=24.310598, expected=16.000000 predicted=29.685196, expected=32.000000 predicted=34.287814, expected=56.000000 predicted=39.990334, expected=48.000000 predicted=39.459418, expected=28.000000 predicted=30.897567, expected=24.000000 predicted=28.720727, expected=24.000000 predicted=30.011615, expected=28.000000 predicted=33.947506, expected=44.000000 predicted=37.748421, expected=32.000000 predicted=31.281187, expected=28.000000 predicted=29.060577, expected=128.000000 predicted=68.511027, expected=64.000000 predicted=58.027550, expected=24.000000 predicted=45.621909, expected=28.000000 predicted=41.744354, expected=28.000000 predicted=36.269883, expected=60.000000 predicted=63.473119, expected=40.000000 predicted=44.511593, expected=24.000000 predicted=30.509963, expected=24.000000 predicted=30.165031, expected=16.000000 predicted=25.274606, expected=32.000000 predicted=34.381718, expected=28.000000 predicted=29.149413, expected=44.000000 predicted=32.441247, expected=32.000000 predicted=30.649589, expected=24.000000 predicted=26.303521, expected=52.000000 predicted=39.646859, expected=24.000000 predicted=30.717990, expected=28.000000 predicted=33.003904, expected=48.000000 predicted=38.317028, expected=40.000000 predicted=35.727212, expected=16.000000 predicted=31.738531, expected=32.000000 predicted=30.182425, expected=32.000000 predicted=31.178470, expected=36.000000 predicted=35.774719, expected=32.000000 predicted=33.243124, expected=52.000000 predicted=36.923138, expected=56.000000 predicted=44.642345, expected=40.000000 predicted=40.802649, expected=36.000000 predicted=39.928596, expected=28.000000 predicted=35.267705, expected=8.000000 Test MSE: 607.468
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531])] predicted=144.123813, expected=128.000000 predicted=107.663082, expected=244.000000 predicted=150.295177, expected=120.000000 predicted=127.131596, expected=68.000000 predicted=143.575664, expected=48.000000 predicted=111.609559, expected=68.000000 predicted=104.928215, expected=76.000000 predicted=125.556262, expected=52.000000 predicted=77.273460, expected=140.000000 predicted=85.736484, expected=144.000000 predicted=89.205105, expected=140.000000 predicted=102.282543, expected=76.000000 predicted=96.873083, expected=88.000000 predicted=93.416182, expected=48.000000 predicted=102.391517, expected=116.000000 predicted=111.209780, expected=88.000000 predicted=101.049858, expected=56.000000 predicted=73.328312, expected=48.000000 predicted=74.501069, expected=68.000000 predicted=64.830614, expected=64.000000 predicted=78.915808, expected=8.000000 predicted=53.207991, expected=116.000000 predicted=69.834785, expected=184.000000 predicted=91.536629, expected=64.000000 predicted=75.082551, expected=36.000000 predicted=73.028350, expected=40.000000 predicted=57.781952, expected=64.000000 predicted=83.164338, expected=188.000000 predicted=128.545937, expected=88.000000 predicted=76.692918, expected=168.000000 predicted=99.050459, expected=56.000000 predicted=84.049948, expected=56.000000 predicted=85.719651, expected=76.000000 predicted=119.048306, expected=120.000000 predicted=94.172561, expected=24.000000 predicted=89.483996, expected=80.000000 predicted=69.417157, expected=164.000000 predicted=94.768124, expected=60.000000 predicted=76.727210, expected=24.000000 predicted=80.190473, expected=148.000000 predicted=85.625370, expected=64.000000 predicted=78.836302, expected=88.000000 predicted=105.284890, expected=116.000000 predicted=87.693020, expected=96.000000 predicted=74.525752, expected=68.000000 predicted=103.106794, expected=32.000000 predicted=68.073214, expected=24.000000 predicted=65.824593, expected=24.000000 predicted=63.993926, expected=40.000000 predicted=54.438231, expected=100.000000 predicted=60.428382, expected=172.000000 predicted=76.708095, expected=132.000000 predicted=79.156132, expected=24.000000 predicted=62.286543, expected=92.000000 predicted=85.840743, expected=40.000000 predicted=83.158844, expected=56.000000 predicted=95.413609, expected=52.000000 predicted=78.560044, expected=8.000000 predicted=32.793571, expected=68.000000 predicted=63.956966, expected=52.000000 predicted=44.881245, expected=12.000000 predicted=37.885504, expected=152.000000 predicted=74.906059, expected=60.000000 predicted=46.748260, expected=52.000000 predicted=64.190252, expected=176.000000 predicted=97.325808, expected=8.000000 predicted=48.261567, expected=68.000000 predicted=98.324961, expected=88.000000 predicted=75.949375, expected=36.000000 predicted=57.279790, expected=20.000000 predicted=82.214120, expected=68.000000 predicted=43.604053, expected=40.000000 predicted=51.780487, expected=16.000000 predicted=48.413202, expected=52.000000 predicted=41.566045, expected=20.000000 predicted=28.572964, expected=12.000000 predicted=37.131260, expected=60.000000 predicted=39.783591, expected=104.000000 predicted=47.124594, expected=36.000000 predicted=45.990121, expected=20.000000 predicted=36.177062, expected=40.000000 predicted=38.485421, expected=92.000000 predicted=62.224354, expected=60.000000 predicted=66.886115, expected=100.000000 predicted=62.081817, expected=96.000000 predicted=64.096476, expected=40.000000 predicted=59.175924, expected=20.000000 predicted=66.165405, expected=76.000000 predicted=65.640172, expected=32.000000 predicted=61.059573, expected=40.000000 predicted=58.089644, expected=40.000000 predicted=41.862246, expected=148.000000 predicted=65.387734, expected=32.000000 predicted=58.342254, expected=88.000000 predicted=63.297946, expected=28.000000 predicted=54.073359, expected=36.000000 predicted=50.501623, expected=28.000000 predicted=73.187710, expected=76.000000 predicted=47.660254, expected=72.000000 predicted=63.951777, expected=160.000000 predicted=75.078093, expected=60.000000 predicted=63.523327, expected=84.000000 predicted=71.628285, expected=28.000000 predicted=72.053185, expected=20.000000 predicted=59.568134, expected=24.000000 predicted=75.854267, expected=36.000000 predicted=42.473973, expected=60.000000 predicted=53.122691, expected=40.000000 predicted=34.198300, expected=104.000000 predicted=52.268805, expected=76.000000 predicted=53.609986, expected=108.000000 predicted=70.377487, expected=76.000000 predicted=75.278923, expected=32.000000 predicted=58.628629, expected=8.000000 predicted=65.142362, expected=76.000000 predicted=66.127443, expected=24.000000 predicted=57.486471, expected=44.000000 predicted=50.105429, expected=16.000000 predicted=31.446085, expected=68.000000 predicted=36.433296, expected=64.000000 predicted=56.817150, expected=44.000000 predicted=39.129071, expected=44.000000 predicted=47.315982, expected=36.000000 predicted=37.332438, expected=104.000000 predicted=68.505607, expected=100.000000 predicted=70.661540, expected=208.000000 predicted=101.759696, expected=32.000000 predicted=71.099634, expected=68.000000 predicted=77.755765, expected=224.000000 predicted=137.691668, expected=8.000000 predicted=83.169408, expected=88.000000 predicted=127.129995, expected=216.000000 predicted=110.122855, expected=180.000000 predicted=119.538242, expected=136.000000 predicted=162.600568, expected=12.000000 predicted=75.533540, expected=44.000000 predicted=96.133728, expected=40.000000 predicted=112.390856, expected=64.000000 predicted=92.835307, expected=72.000000 predicted=78.200658, expected=128.000000 predicted=62.494567, expected=156.000000 predicted=89.378818, expected=276.000000 predicted=135.579447, expected=80.000000 predicted=110.002108, expected=12.000000 predicted=95.784681, expected=4.000000 predicted=95.556734, expected=76.000000 predicted=100.530218, expected=112.000000 predicted=130.442115, expected=24.000000 predicted=52.031235, expected=52.000000 predicted=44.058442, expected=40.000000 predicted=40.038477, expected=20.000000 predicted=49.710194, expected=80.000000 predicted=70.879972, expected=208.000000 predicted=85.772806, expected=176.000000 predicted=101.771296, expected=188.000000 predicted=120.548527, expected=4.000000 predicted=77.431716, expected=216.000000 predicted=145.772122, expected=20.000000 predicted=127.416220, expected=100.000000 predicted=122.142370, expected=80.000000 predicted=119.012031, expected=64.000000 predicted=57.907670, expected=28.000000 predicted=101.859653, expected=44.000000 predicted=46.033893, expected=100.000000 predicted=79.463513, expected=52.000000 predicted=62.226851, expected=56.000000 predicted=59.472535, expected=116.000000 predicted=68.938276, expected=136.000000 predicted=84.479614, expected=52.000000 predicted=83.129167, expected=8.000000 predicted=57.674381, expected=36.000000 predicted=59.072412, expected=76.000000 predicted=76.702530, expected=48.000000 predicted=70.287649, expected=100.000000 predicted=62.831527, expected=112.000000 predicted=62.781578, expected=12.000000 predicted=49.094736, expected=72.000000 predicted=73.301091, expected=24.000000 predicted=51.123901, expected=12.000000 predicted=53.270976, expected=8.000000 predicted=48.767606, expected=296.000000 predicted=97.882229, expected=200.000000 predicted=114.023986, expected=20.000000 predicted=69.454206, expected=28.000000 predicted=75.860278, expected=32.000000 predicted=63.511797, expected=4.000000 predicted=112.551459, expected=32.000000 predicted=77.443030, expected=16.000000 predicted=19.980732, expected=56.000000 predicted=32.536239, expected=160.000000 predicted=68.287688, expected=264.000000 predicted=107.248677, expected=96.000000 predicted=91.070905, expected=176.000000 predicted=122.177915, expected=60.000000 predicted=107.095596, expected=52.000000 predicted=118.155341, expected=244.000000 predicted=190.689376, expected=52.000000 predicted=94.787599, expected=180.000000 predicted=148.898950, expected=12.000000 predicted=80.279878, expected=8.000000 predicted=64.816842, expected=20.000000 predicted=103.464627, expected=92.000000 predicted=60.138875, expected=136.000000 predicted=105.699806, expected=92.000000 predicted=58.797615, expected=20.000000 predicted=46.015472, expected=80.000000 predicted=65.130815, expected=64.000000 predicted=77.757627, expected=76.000000 predicted=86.988925, expected=100.000000 predicted=82.157510, expected=92.000000 predicted=66.169777, expected=88.000000 predicted=84.203069, expected=156.000000 predicted=101.988081, expected=32.000000 predicted=77.202715, expected=28.000000 predicted=75.931591, expected=24.000000 predicted=65.289362, expected=76.000000 predicted=69.428522, expected=44.000000 predicted=74.411536, expected=124.000000 predicted=63.893421, expected=32.000000 predicted=46.842933, expected=44.000000 predicted=48.411469, expected=8.000000 predicted=50.674022, expected=4.000000 predicted=33.057350, expected=96.000000 predicted=72.645215, expected=128.000000 predicted=62.057960, expected=52.000000 predicted=53.799373, expected=12.000000 predicted=37.269030, expected=84.000000 predicted=55.501195, expected=8.000000 predicted=56.818499, expected=104.000000 predicted=83.205233, expected=56.000000 predicted=54.405840, expected=24.000000 predicted=35.930915, expected=84.000000 predicted=70.266196, expected=52.000000 predicted=44.260880, expected=56.000000 predicted=68.820268, expected=64.000000 predicted=58.392874, expected=36.000000 predicted=43.588546, expected=136.000000 predicted=85.549298, expected=28.000000 predicted=54.283285, expected=64.000000 predicted=62.558794, expected=12.000000 predicted=50.880588, expected=20.000000 predicted=39.163129, expected=24.000000 predicted=59.203381, expected=52.000000 predicted=34.572743, expected=64.000000 predicted=48.593108, expected=240.000000 predicted=90.531306, expected=84.000000 predicted=72.364074, expected=44.000000 predicted=67.619159, expected=284.000000 predicted=144.003375, expected=144.000000 predicted=125.703240, expected=132.000000 predicted=169.184457, expected=56.000000 predicted=108.311938, expected=232.000000 predicted=141.120801, expected=116.000000 predicted=174.026856, expected=8.000000 predicted=100.881133, expected=124.000000 predicted=120.360467, expected=132.000000 predicted=100.951084, expected=60.000000 predicted=121.737306, expected=36.000000 predicted=81.303598, expected=96.000000 predicted=67.515297, expected=40.000000 predicted=78.435900, expected=76.000000 predicted=83.760298, expected=192.000000 predicted=99.871510, expected=100.000000 predicted=81.341449, expected=52.000000 predicted=88.979820, expected=68.000000 predicted=78.565182, expected=20.000000 predicted=67.980334, expected=16.000000 predicted=82.879904, expected=40.000000 predicted=55.836006, expected=92.000000 predicted=55.005827, expected=112.000000 predicted=69.744934, expected=40.000000 predicted=46.646713, expected=44.000000 predicted=49.769729, expected=12.000000 predicted=45.037854, expected=28.000000 predicted=53.964971, expected=76.000000 predicted=66.184031, expected=132.000000 predicted=65.940256, expected=56.000000 predicted=56.277733, expected=20.000000 predicted=42.763306, expected=84.000000 predicted=63.337673, expected=84.000000 predicted=74.044855, expected=36.000000 predicted=73.369415, expected=92.000000 predicted=68.491865, expected=4.000000 predicted=37.644392, expected=44.000000 predicted=58.973285, expected=180.000000 predicted=94.791154, expected=24.000000 predicted=49.094333, expected=36.000000 predicted=67.187801, expected=80.000000 predicted=56.161292, expected=208.000000 predicted=102.143614, expected=40.000000 predicted=99.841938, expected=48.000000 predicted=63.981798, expected=16.000000 predicted=57.432171, expected=76.000000 predicted=73.030038, expected=92.000000 predicted=103.426885, expected=224.000000 predicted=100.286854, expected=4.000000 predicted=60.016281, expected=4.000000 predicted=51.386848, expected=64.000000 predicted=76.972605, expected=32.000000 predicted=60.047858, expected=4.000000 predicted=76.650368, expected=40.000000 predicted=25.428167, expected=112.000000 predicted=46.687814, expected=52.000000 predicted=51.984484, expected=40.000000 predicted=45.118721, expected=160.000000 predicted=75.223484, expected=16.000000 predicted=52.042164, expected=24.000000 predicted=69.545586, expected=80.000000 predicted=65.674784, expected=160.000000 predicted=81.941164, expected=84.000000 predicted=99.506598, expected=28.000000 predicted=53.374308, expected=44.000000 predicted=60.014528, expected=20.000000 predicted=59.153667, expected=60.000000 predicted=79.747302, expected=80.000000 predicted=62.833850, expected=160.000000 predicted=75.179347, expected=28.000000 predicted=55.520120, expected=68.000000 predicted=63.030095, expected=156.000000 predicted=99.009938, expected=272.000000 predicted=140.292826, expected=24.000000 predicted=109.086217, expected=64.000000 predicted=89.582872, expected=156.000000 predicted=122.327579, expected=44.000000 predicted=102.222573, expected=8.000000 predicted=114.019009, expected=76.000000 predicted=61.371036, expected=32.000000 predicted=51.956299, expected=56.000000 predicted=76.790685, expected=68.000000 predicted=52.317777, expected=72.000000 predicted=46.239230, expected=52.000000 predicted=61.760085, expected=24.000000 predicted=43.387211, expected=88.000000 predicted=64.750595, expected=76.000000 predicted=64.314355, expected=72.000000 predicted=66.317655, expected=112.000000 predicted=77.366021, expected=60.000000 predicted=60.463397, expected=64.000000 predicted=78.600003, expected=176.000000 predicted=106.327785, expected=100.000000 predicted=89.659301, expected=64.000000 predicted=95.385136, expected=48.000000 predicted=78.687703, expected=132.000000 predicted=94.976256, expected=48.000000 predicted=97.263953, expected=36.000000 predicted=71.274596, expected=72.000000 predicted=70.104247, expected=140.000000 predicted=80.755435, expected=32.000000 predicted=76.573816, expected=32.000000 predicted=56.825361, expected=112.000000 predicted=74.281218, expected=64.000000 predicted=66.653509, expected=72.000000 predicted=87.139940, expected=20.000000 predicted=47.863762, expected=12.000000 predicted=40.486746, expected=60.000000 predicted=66.655116, expected=88.000000 predicted=57.712937, expected=80.000000 predicted=61.864737, expected=44.000000 predicted=46.442790, expected=64.000000 predicted=53.066532, expected=64.000000 predicted=64.104867, expected=20.000000 predicted=56.125670, expected=52.000000 predicted=59.611208, expected=96.000000 predicted=60.614958, expected=108.000000 predicted=71.538557, expected=36.000000 predicted=59.311441, expected=68.000000 predicted=60.136020, expected=32.000000 predicted=56.524840, expected=28.000000 predicted=59.107090, expected=40.000000 predicted=60.383805, expected=84.000000 predicted=50.606486, expected=32.000000 predicted=46.989204, expected=68.000000 predicted=50.114743, expected=24.000000 predicted=39.706509, expected=140.000000 predicted=72.763768, expected=32.000000 predicted=60.306892, expected=88.000000 predicted=63.520951, expected=80.000000 predicted=75.965562, expected=136.000000 predicted=78.436946, expected=68.000000 predicted=96.389350, expected=48.000000 predicted=64.348697, expected=76.000000 predicted=84.807542, expected=56.000000 predicted=70.474681, expected=112.000000 predicted=96.481623, expected=60.000000 predicted=67.910566, expected=60.000000 predicted=64.016008, expected=236.000000 predicted=122.040512, expected=64.000000 predicted=79.693821, expected=8.000000 predicted=83.893332, expected=20.000000 predicted=70.266237, expected=104.000000 predicted=74.730872, expected=132.000000 predicted=120.286900, expected=116.000000 predicted=79.618305, expected=248.000000 predicted=118.064231, expected=300.000000 predicted=157.485050, expected=136.000000 predicted=154.059176, expected=36.000000 predicted=142.729534, expected=104.000000 predicted=144.207200, expected=80.000000 predicted=145.028643, expected=148.000000 predicted=161.274510, expected=52.000000 predicted=93.604946, expected=212.000000 predicted=114.853429, expected=84.000000 predicted=106.231853, expected=76.000000 predicted=96.848069, expected=44.000000 predicted=106.118725, expected=36.000000 predicted=64.631727, expected=220.000000 predicted=147.862250, expected=60.000000 predicted=76.716992, expected=64.000000 predicted=82.009414, expected=12.000000 predicted=64.038047, expected=80.000000 predicted=66.762444, expected=116.000000 predicted=115.298658, expected=20.000000 predicted=49.244469, expected=208.000000 predicted=106.802431, expected=176.000000 predicted=99.087582, expected=36.000000 predicted=87.126322, expected=48.000000 predicted=103.622039, expected=24.000000 predicted=62.487564, expected=100.000000 predicted=111.295745, expected=120.000000 predicted=103.491764, expected=64.000000 predicted=59.361830, expected=72.000000 predicted=71.662760, expected=24.000000 predicted=53.404965, expected=64.000000 predicted=75.213856, expected=140.000000 Test MSE: 3901.901
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606])] predicted=84.321409, expected=56.000000 predicted=63.752504, expected=80.000000 predicted=82.928046, expected=48.000000 predicted=65.870122, expected=108.000000 predicted=108.082394, expected=112.000000 predicted=97.934721, expected=132.000000 predicted=97.853247, expected=92.000000 predicted=88.251959, expected=92.000000 predicted=82.304976, expected=44.000000 predicted=76.452046, expected=52.000000 predicted=80.762579, expected=68.000000 predicted=89.387541, expected=100.000000 predicted=89.780407, expected=80.000000 predicted=79.641908, expected=100.000000 predicted=77.465938, expected=88.000000 predicted=74.636594, expected=72.000000 predicted=74.231249, expected=60.000000 predicted=78.432097, expected=48.000000 predicted=64.552489, expected=132.000000 predicted=110.385031, expected=136.000000 predicted=105.377268, expected=96.000000 predicted=86.611596, expected=60.000000 predicted=69.400317, expected=60.000000 predicted=65.709466, expected=72.000000 predicted=94.845378, expected=60.000000 predicted=86.565814, expected=116.000000 predicted=100.471702, expected=108.000000 predicted=83.448230, expected=76.000000 predicted=72.565887, expected=36.000000 predicted=58.923916, expected=88.000000 predicted=79.863175, expected=40.000000 predicted=69.159776, expected=72.000000 predicted=83.779970, expected=128.000000 predicted=97.196058, expected=140.000000 predicted=91.318885, expected=100.000000 predicted=94.089852, expected=60.000000 predicted=63.550697, expected=104.000000 predicted=95.899605, expected=44.000000 predicted=79.631478, expected=100.000000 predicted=112.058873, expected=64.000000 predicted=76.021185, expected=84.000000 predicted=75.567116, expected=72.000000 predicted=82.347504, expected=72.000000 predicted=63.806002, expected=60.000000 predicted=75.676147, expected=56.000000 predicted=61.626170, expected=100.000000 predicted=88.552250, expected=124.000000 predicted=95.046330, expected=104.000000 predicted=88.192106, expected=64.000000 predicted=68.882886, expected=68.000000 predicted=71.032058, expected=80.000000 predicted=88.210352, expected=44.000000 predicted=75.901486, expected=108.000000 predicted=100.578729, expected=72.000000 predicted=66.682726, expected=92.000000 predicted=81.942304, expected=72.000000 predicted=75.290728, expected=72.000000 predicted=65.239407, expected=64.000000 predicted=81.107374, expected=32.000000 predicted=52.880319, expected=52.000000 predicted=68.122847, expected=76.000000 predicted=69.884346, expected=108.000000 predicted=85.134478, expected=68.000000 predicted=64.560340, expected=64.000000 predicted=56.736683, expected=112.000000 predicted=86.408061, expected=64.000000 predicted=69.433370, expected=100.000000 predicted=100.416008, expected=112.000000 predicted=90.994491, expected=104.000000 predicted=88.042752, expected=112.000000 predicted=109.310636, expected=36.000000 predicted=57.334620, expected=108.000000 predicted=105.538694, expected=40.000000 predicted=70.166118, expected=52.000000 predicted=75.423541, expected=96.000000 predicted=94.404265, expected=108.000000 predicted=75.222805, expected=64.000000 predicted=79.571432, expected=36.000000 predicted=46.958270, expected=44.000000 predicted=53.683642, expected=76.000000 predicted=79.761572, expected=52.000000 predicted=69.291427, expected=124.000000 predicted=91.576018, expected=96.000000 predicted=68.638268, expected=76.000000 predicted=67.715561, expected=80.000000 predicted=80.939925, expected=76.000000 predicted=70.769517, expected=52.000000 predicted=81.354083, expected=68.000000 predicted=78.743172, expected=88.000000 predicted=79.678051, expected=104.000000 predicted=88.717550, expected=56.000000 predicted=65.581509, expected=68.000000 predicted=66.450459, expected=92.000000 predicted=81.139177, expected=52.000000 predicted=67.470435, expected=56.000000 predicted=75.525358, expected=108.000000 predicted=83.016742, expected=100.000000 predicted=82.275747, expected=88.000000 predicted=87.620030, expected=76.000000 predicted=70.634229, expected=44.000000 predicted=57.057535, expected=68.000000 predicted=84.271642, expected=76.000000 predicted=81.546589, expected=80.000000 predicted=79.282167, expected=52.000000 predicted=62.288249, expected=76.000000 predicted=64.989517, expected=56.000000 predicted=61.469069, expected=92.000000 predicted=82.333319, expected=40.000000 predicted=56.959741, expected=84.000000 predicted=71.661084, expected=124.000000 predicted=96.006601, expected=100.000000 predicted=79.979364, expected=48.000000 predicted=70.622695, expected=40.000000 predicted=51.221333, expected=72.000000 predicted=77.480335, expected=52.000000 predicted=76.501185, expected=84.000000 predicted=84.191450, expected=84.000000 predicted=66.457251, expected=88.000000 predicted=68.593665, expected=72.000000 predicted=72.602285, expected=60.000000 predicted=61.683421, expected=56.000000 predicted=69.372417, expected=44.000000 predicted=61.765941, expected=100.000000 predicted=88.675688, expected=112.000000 predicted=87.361688, expected=84.000000 predicted=73.600211, expected=68.000000 predicted=68.208370, expected=76.000000 predicted=68.663426, expected=92.000000 predicted=92.814112, expected=48.000000 predicted=74.046943, expected=68.000000 predicted=75.611528, expected=120.000000 predicted=92.961953, expected=116.000000 predicted=93.420029, expected=72.000000 predicted=81.244990, expected=48.000000 predicted=58.370403, expected=48.000000 predicted=63.264165, expected=40.000000 predicted=72.027337, expected=80.000000 predicted=87.092836, expected=100.000000 predicted=80.277752, expected=112.000000 predicted=80.947477, expected=68.000000 predicted=63.098856, expected=52.000000 predicted=56.496803, expected=64.000000 predicted=73.680130, expected=52.000000 predicted=71.079539, expected=76.000000 predicted=85.239758, expected=124.000000 predicted=92.798708, expected=96.000000 predicted=75.342370, expected=60.000000 predicted=66.899540, expected=72.000000 predicted=70.183767, expected=44.000000 predicted=61.787533, expected=80.000000 predicted=93.614397, expected=60.000000 predicted=71.110992, expected=68.000000 predicted=64.833184, expected=88.000000 predicted=77.851119, expected=84.000000 predicted=67.368243, expected=84.000000 predicted=80.880471, expected=56.000000 predicted=61.590091, expected=88.000000 predicted=80.567873, expected=68.000000 predicted=74.937100, expected=140.000000 predicted=109.759246, expected=100.000000 predicted=89.247629, expected=112.000000 predicted=91.735020, expected=60.000000 predicted=77.451833, expected=76.000000 predicted=79.858776, expected=56.000000 predicted=89.503500, expected=76.000000 predicted=84.282713, expected=92.000000 predicted=93.477438, expected=92.000000 predicted=76.917976, expected=36.000000 predicted=56.842586, expected=56.000000 predicted=61.483264, expected=44.000000 predicted=58.541145, expected=68.000000 predicted=73.882206, expected=52.000000 predicted=64.244549, expected=88.000000 predicted=64.622302, expected=156.000000 predicted=104.323938, expected=76.000000 predicted=64.154584, expected=44.000000 predicted=63.778621, expected=56.000000 predicted=63.127911, expected=52.000000 predicted=68.624610, expected=72.000000 predicted=97.438340, expected=88.000000 predicted=77.215844, expected=88.000000 predicted=68.219993, expected=68.000000 predicted=64.877082, expected=52.000000 predicted=57.462507, expected=48.000000 predicted=61.302357, expected=60.000000 predicted=70.096334, expected=80.000000 predicted=77.786290, expected=112.000000 predicted=86.695170, expected=68.000000 predicted=61.964193, expected=40.000000 predicted=51.240624, expected=108.000000 predicted=87.552296, expected=84.000000 predicted=78.898021, expected=76.000000 predicted=88.145888, expected=56.000000 predicted=64.480543, expected=88.000000 predicted=71.119908, expected=92.000000 predicted=92.996874, expected=40.000000 predicted=60.690318, expected=68.000000 predicted=73.197295, expected=88.000000 predicted=73.300677, expected=36.000000 predicted=58.142805, expected=44.000000 predicted=64.865356, expected=140.000000 predicted=91.742445, expected=144.000000 predicted=101.121547, expected=56.000000 predicted=71.625686, expected=68.000000 predicted=67.127512, expected=64.000000 predicted=63.941944, expected=52.000000 predicted=86.369100, expected=56.000000 predicted=87.009892, expected=128.000000 predicted=91.344400, expected=204.000000 predicted=131.838766, expected=72.000000 predicted=70.769060, expected=44.000000 predicted=65.698594, expected=72.000000 predicted=77.070430, expected=56.000000 predicted=85.054906, expected=84.000000 predicted=121.112036, expected=72.000000 predicted=69.210067, expected=80.000000 predicted=66.208524, expected=56.000000 predicted=64.030200, expected=80.000000 predicted=71.528394, expected=52.000000 predicted=65.066216, expected=36.000000 predicted=54.285525, expected=120.000000 predicted=96.483088, expected=96.000000 predicted=73.332178, expected=148.000000 predicted=112.495923, expected=80.000000 predicted=72.079629, expected=80.000000 predicted=73.167850, expected=216.000000 predicted=164.201367, expected=52.000000 predicted=73.879526, expected=60.000000 predicted=105.751009, expected=84.000000 predicted=87.235564, expected=104.000000 predicted=93.785106, expected=40.000000 predicted=103.730197, expected=72.000000 predicted=68.556738, expected=124.000000 predicted=92.435042, expected=72.000000 predicted=74.556283, expected=72.000000 predicted=85.930282, expected=108.000000 predicted=81.812926, expected=192.000000 predicted=131.587319, expected=88.000000 predicted=98.950465, expected=168.000000 predicted=131.322549, expected=196.000000 predicted=141.607122, expected=152.000000 predicted=135.827722, expected=120.000000 predicted=152.851328, expected=56.000000 predicted=88.290324, expected=52.000000 predicted=108.031578, expected=76.000000 predicted=118.972156, expected=88.000000 predicted=104.451004, expected=68.000000 predicted=83.749390, expected=96.000000 predicted=79.327349, expected=64.000000 predicted=62.003272, expected=76.000000 predicted=77.651893, expected=80.000000 predicted=81.469811, expected=80.000000 predicted=75.054443, expected=36.000000 predicted=62.682765, expected=76.000000 predicted=72.732043, expected=84.000000 predicted=76.275043, expected=96.000000 predicted=84.277687, expected=88.000000 predicted=82.089537, expected=48.000000 predicted=51.452499, expected=64.000000 predicted=72.829285, expected=52.000000 predicted=65.631168, expected=52.000000 predicted=68.196293, expected=56.000000 predicted=65.958693, expected=108.000000 predicted=78.091829, expected=52.000000 predicted=55.669182, expected=28.000000 predicted=45.565327, expected=48.000000 predicted=53.730480, expected=44.000000 predicted=48.902749, expected=32.000000 predicted=58.294319, expected=88.000000 predicted=67.464096, expected=96.000000 predicted=62.477249, expected=36.000000 predicted=44.119812, expected=52.000000 predicted=55.048045, expected=16.000000 predicted=30.245199, expected=24.000000 predicted=50.641000, expected=40.000000 predicted=56.447765, expected=80.000000 predicted=55.176368, expected=124.000000 predicted=82.451890, expected=72.000000 predicted=50.020548, expected=60.000000 predicted=54.445413, expected=56.000000 predicted=57.159384, expected=44.000000 predicted=61.564586, expected=48.000000 predicted=74.982299, expected=44.000000 predicted=54.132746, expected=60.000000 predicted=57.529183, expected=64.000000 predicted=57.518098, expected=84.000000 predicted=64.750869, expected=56.000000 predicted=53.499168, expected=44.000000 predicted=49.221823, expected=52.000000 predicted=57.209076, expected=60.000000 predicted=60.180904, expected=88.000000 predicted=79.330803, expected=56.000000 predicted=55.191730, expected=80.000000 predicted=66.631043, expected=44.000000 predicted=50.607542, expected=36.000000 predicted=50.750753, expected=64.000000 predicted=70.578551, expected=36.000000 predicted=44.166883, expected=88.000000 predicted=78.270616, expected=72.000000 predicted=57.302462, expected=52.000000 predicted=49.242757, expected=40.000000 predicted=53.291172, expected=40.000000 predicted=43.330766, expected=44.000000 predicted=59.237588, expected=92.000000 predicted=75.880939, expected=80.000000 predicted=63.184314, expected=52.000000 predicted=50.431242, expected=60.000000 predicted=56.491068, expected=88.000000 predicted=69.870358, expected=56.000000 predicted=68.330488, expected=60.000000 predicted=68.616369, expected=120.000000 predicted=87.696313, expected=148.000000 predicted=103.096612, expected=32.000000 predicted=60.183273, expected=40.000000 predicted=61.213842, expected=76.000000 predicted=72.896814, expected=40.000000 predicted=68.911171, expected=64.000000 predicted=90.011542, expected=60.000000 predicted=48.912190, expected=84.000000 predicted=64.580690, expected=52.000000 predicted=60.402800, expected=60.000000 predicted=55.728395, expected=40.000000 predicted=52.084012, expected=48.000000 predicted=54.376784, expected=60.000000 predicted=65.448220, expected=72.000000 predicted=60.513953, expected=68.000000 predicted=62.041125, expected=40.000000 predicted=44.115272, expected=36.000000 predicted=45.828717, expected=48.000000 predicted=53.109520, expected=36.000000 predicted=48.728617, expected=48.000000 predicted=53.259322, expected=40.000000 predicted=39.605757, expected=56.000000 predicted=46.967055, expected=44.000000 predicted=44.490353, expected=44.000000 predicted=42.116247, expected=32.000000 predicted=39.786649, expected=44.000000 predicted=42.908459, expected=76.000000 predicted=62.048801, expected=92.000000 predicted=66.063423, expected=112.000000 predicted=79.161553, expected=72.000000 predicted=59.568274, expected=52.000000 predicted=58.121560, expected=64.000000 predicted=72.636369, expected=64.000000 predicted=73.979364, expected=60.000000 predicted=76.955436, expected=88.000000 predicted=77.683375, expected=136.000000 predicted=94.462652, expected=68.000000 predicted=67.135029, expected=76.000000 predicted=77.894793, expected=88.000000 predicted=79.927616, expected=68.000000 predicted=77.294491, expected=40.000000 predicted=78.796167, expected=72.000000 predicted=71.524063, expected=96.000000 predicted=82.001624, expected=72.000000 predicted=74.568891, expected=72.000000 predicted=71.705865, expected=60.000000 predicted=57.001122, expected=28.000000 predicted=51.183282, expected=52.000000 predicted=69.097342, expected=68.000000 predicted=64.963647, expected=88.000000 predicted=74.448130, expected=56.000000 predicted=56.691158, expected=24.000000 predicted=34.643156, expected=40.000000 predicted=49.406361, expected=32.000000 predicted=46.091697, expected=68.000000 predicted=68.684917, expected=52.000000 predicted=49.199276, expected=80.000000 predicted=56.043909, expected=92.000000 predicted=67.455679, expected=84.000000 predicted=63.733060, expected=72.000000 predicted=72.113375, expected=28.000000 predicted=46.424402, expected=40.000000 predicted=60.587144, expected=76.000000 predicted=76.764024, expected=44.000000 predicted=56.032797, expected=44.000000 predicted=55.109212, expected=68.000000 predicted=52.148477, expected=64.000000 predicted=53.075179, expected=52.000000 predicted=60.194983, expected=56.000000 predicted=52.991199, expected=64.000000 predicted=56.284190, expected=28.000000 predicted=45.885889, expected=52.000000 predicted=57.288716, expected=44.000000 predicted=46.400001, expected=84.000000 predicted=67.602024, expected=56.000000 predicted=55.732340, expected=68.000000 predicted=54.215893, expected=56.000000 predicted=55.755631, expected=84.000000 predicted=67.588993, expected=96.000000 predicted=84.986294, expected=32.000000 predicted=46.779900, expected=76.000000 predicted=75.290301, expected=84.000000 predicted=70.504123, expected=116.000000 predicted=95.647914, expected=72.000000 predicted=79.268189, expected=80.000000 predicted=67.806053, expected=52.000000 predicted=66.641525, expected=88.000000 predicted=85.899030, expected=92.000000 predicted=94.388418, expected=56.000000 predicted=64.287379, expected=80.000000 predicted=80.671090, expected=76.000000 predicted=67.555425, expected=80.000000 predicted=81.239878, expected=48.000000 predicted=66.880490, expected=28.000000 predicted=46.634513, expected=60.000000 predicted=67.251022, expected=60.000000 predicted=61.789866, expected=56.000000 predicted=61.686203, expected=44.000000 predicted=46.944365, expected=96.000000 predicted=66.674372, expected=72.000000 predicted=63.532877, expected=36.000000 predicted=50.173505, expected=88.000000 predicted=75.310332, expected=60.000000 predicted=54.127155, expected=72.000000 predicted=78.750786, expected=84.000000 predicted=76.236816, expected=52.000000 predicted=50.119762, expected=64.000000 predicted=73.916482, expected=68.000000 predicted=64.880119, expected=36.000000 predicted=52.652071, expected=52.000000 predicted=64.526740, expected=44.000000 predicted=47.794423, expected=100.000000 predicted=78.522979, expected=92.000000 predicted=74.654250, expected=56.000000 predicted=52.344974, expected=40.000000 predicted=52.608199, expected=40.000000 predicted=48.267122, expected=28.000000 Test MSE: 841.349
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247])] predicted=241.660686, expected=148.000000 predicted=234.834826, expected=360.000000 predicted=360.346413, expected=608.000000 predicted=403.498670, expected=352.000000 predicted=210.073149, expected=176.000000 predicted=249.861866, expected=136.000000 predicted=173.090214, expected=276.000000 predicted=285.425154, expected=276.000000 predicted=410.118713, expected=412.000000 predicted=395.670956, expected=532.000000 predicted=374.066374, expected=324.000000 predicted=205.544737, expected=288.000000 predicted=319.401454, expected=316.000000 predicted=307.815588, expected=140.000000 predicted=226.807641, expected=184.000000 predicted=376.004045, expected=468.000000 predicted=413.599302, expected=404.000000 predicted=295.053696, expected=364.000000 predicted=363.726506, expected=236.000000 predicted=216.604883, expected=252.000000 predicted=212.579350, expected=456.000000 predicted=468.379088, expected=220.000000 predicted=261.142730, expected=352.000000 predicted=399.033512, expected=344.000000 predicted=298.101323, expected=264.000000 predicted=222.684008, expected=252.000000 predicted=380.798796, expected=100.000000 predicted=144.012440, expected=140.000000 predicted=249.335303, expected=164.000000 predicted=244.939800, expected=368.000000 predicted=310.398509, expected=488.000000 predicted=371.911879, expected=108.000000 predicted=76.682853, expected=256.000000 predicted=270.602910, expected=184.000000 predicted=156.873190, expected=160.000000 predicted=223.354661, expected=132.000000 predicted=329.192670, expected=384.000000 predicted=253.143856, expected=496.000000 predicted=361.230660, expected=316.000000 predicted=234.943137, expected=108.000000 predicted=170.838606, expected=260.000000 predicted=230.824108, expected=136.000000 predicted=206.193128, expected=156.000000 predicted=316.283444, expected=292.000000 predicted=329.137620, expected=420.000000 predicted=245.338997, expected=148.000000 predicted=183.369586, expected=204.000000 predicted=218.724008, expected=224.000000 predicted=192.801633, expected=188.000000 predicted=199.380666, expected=140.000000 predicted=290.639794, expected=332.000000 predicted=258.039072, expected=372.000000 predicted=268.642062, expected=260.000000 predicted=231.677162, expected=320.000000 predicted=296.019771, expected=124.000000 predicted=112.358490, expected=68.000000 predicted=198.001695, expected=204.000000 predicted=304.003432, expected=388.000000 predicted=297.100630, expected=284.000000 predicted=279.656058, expected=240.000000 predicted=212.775741, expected=160.000000 predicted=130.999994, expected=228.000000 predicted=209.511383, expected=124.000000 predicted=235.639064, expected=120.000000 predicted=201.656053, expected=284.000000 predicted=280.403272, expected=308.000000 predicted=207.184174, expected=156.000000 predicted=185.447646, expected=204.000000 predicted=203.050932, expected=208.000000 predicted=156.033591, expected=204.000000 predicted=223.837151, expected=168.000000 predicted=244.050918, expected=248.000000 predicted=210.358666, expected=248.000000 predicted=217.480827, expected=260.000000 predicted=232.705876, expected=108.000000 predicted=155.360246, expected=176.000000 predicted=188.475046, expected=104.000000 predicted=161.573436, expected=132.000000 predicted=178.591543, expected=216.000000 predicted=250.169194, expected=184.000000 predicted=126.896219, expected=112.000000 predicted=148.721376, expected=84.000000 predicted=107.494661, expected=148.000000 predicted=138.577964, expected=212.000000 predicted=202.512217, expected=148.000000 predicted=154.941517, expected=204.000000 predicted=178.202815, expected=316.000000 predicted=209.288090, expected=116.000000 predicted=100.784619, expected=120.000000 predicted=194.866349, expected=140.000000 predicted=152.503055, expected=140.000000 predicted=141.416530, expected=128.000000 predicted=224.236457, expected=104.000000 predicted=111.517007, expected=196.000000 predicted=165.484692, expected=156.000000 predicted=134.788779, expected=112.000000 predicted=125.823577, expected=132.000000 predicted=146.068740, expected=116.000000 predicted=98.866696, expected=184.000000 predicted=190.710252, expected=252.000000 predicted=205.578311, expected=224.000000 predicted=160.356653, expected=152.000000 predicted=150.854499, expected=108.000000 predicted=122.146553, expected=136.000000 predicted=158.225913, expected=140.000000 predicted=182.383017, expected=100.000000 predicted=153.869812, expected=136.000000 predicted=153.735358, expected=188.000000 predicted=147.290760, expected=152.000000 predicted=132.571903, expected=132.000000 predicted=144.304020, expected=144.000000 predicted=129.691248, expected=116.000000 predicted=116.466249, expected=184.000000 predicted=190.732518, expected=156.000000 predicted=146.914709, expected=300.000000 predicted=226.773949, expected=120.000000 predicted=116.323844, expected=112.000000 predicted=128.169211, expected=160.000000 predicted=189.470384, expected=164.000000 predicted=129.744005, expected=92.000000 predicted=192.402508, expected=188.000000 predicted=172.984929, expected=264.000000 predicted=182.865323, expected=140.000000 predicted=128.257899, expected=96.000000 predicted=153.368291, expected=188.000000 predicted=155.023816, expected=112.000000 predicted=117.296659, expected=196.000000 predicted=240.005382, expected=240.000000 predicted=196.283915, expected=404.000000 predicted=249.417204, expected=312.000000 predicted=244.582061, expected=232.000000 predicted=185.032007, expected=312.000000 predicted=285.518127, expected=140.000000 predicted=154.355049, expected=200.000000 predicted=312.346339, expected=384.000000 predicted=361.133491, expected=368.000000 predicted=262.162760, expected=204.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=264.603630, expected=176.000000 predicted=193.665820, expected=196.000000 predicted=192.015280, expected=104.000000 predicted=212.063332, expected=140.000000 predicted=261.784718, expected=252.000000 predicted=232.334123, expected=380.000000 predicted=266.754819, expected=196.000000 predicted=182.386728, expected=92.000000 predicted=125.242227, expected=220.000000 predicted=207.861521, expected=116.000000 predicted=135.094092, expected=196.000000 predicted=293.833791, expected=296.000000 predicted=260.948674, expected=496.000000 predicted=287.797266, expected=108.000000 predicted=136.817463, expected=232.000000 predicted=233.229007, expected=208.000000 predicted=204.743336, expected=128.000000 predicted=155.673504, expected=172.000000 predicted=365.105166, expected=248.000000 predicted=171.826164, expected=432.000000 predicted=329.101391, expected=200.000000 predicted=183.396444, expected=192.000000 predicted=194.803130, expected=256.000000 predicted=235.890302, expected=260.000000 predicted=214.865294, expected=208.000000 predicted=318.910321, expected=324.000000 predicted=283.029904, expected=428.000000 predicted=306.030193, expected=56.000000 predicted=120.132226, expected=240.000000 predicted=312.749215, expected=208.000000 predicted=191.879985, expected=140.000000 predicted=184.284900, expected=336.000000 predicted=425.656244, expected=368.000000 predicted=189.494266, expected=356.000000 predicted=293.216877, expected=188.000000 predicted=217.095271, expected=140.000000 predicted=153.998612, expected=112.000000 predicted=218.272296, expected=112.000000 predicted=217.408490, expected=188.000000 predicted=269.242529, expected=296.000000 predicted=238.770820, expected=552.000000 predicted=357.719053, expected=168.000000 predicted=110.693951, expected=164.000000 predicted=191.597373, expected=152.000000 predicted=189.737400, expected=132.000000 predicted=160.738163, expected=164.000000 predicted=362.425849, expected=360.000000 predicted=270.519463, expected=412.000000 predicted=274.735817, expected=236.000000 predicted=191.040405, expected=96.000000 predicted=146.863596, expected=204.000000 predicted=201.084398, expected=140.000000 predicted=208.548566, expected=124.000000 predicted=258.036956, expected=228.000000 predicted=252.309751, expected=172.000000 predicted=112.432552, expected=228.000000 predicted=225.642843, expected=468.000000 predicted=326.479597, expected=224.000000 predicted=134.727888, expected=176.000000 predicted=235.655847, expected=188.000000 predicted=206.461097, expected=360.000000 predicted=267.459621, expected=596.000000 predicted=527.636077, expected=128.000000 predicted=137.781306, expected=220.000000 predicted=273.468645, expected=112.000000 predicted=153.334200, expected=148.000000 predicted=208.290130, expected=176.000000 predicted=389.909074, expected=340.000000 predicted=227.896318, expected=516.000000 predicted=369.959273, expected=252.000000 predicted=163.922943, expected=208.000000 predicted=224.711191, expected=256.000000 predicted=237.157127, expected=160.000000 predicted=207.192303, expected=144.000000 predicted=329.753513, expected=344.000000 predicted=312.015922, expected=472.000000 predicted=318.909439, expected=236.000000 predicted=227.480212, expected=132.000000 predicted=189.969959, expected=192.000000 predicted=189.772585, expected=176.000000 predicted=220.735256, expected=132.000000 predicted=286.840968, expected=336.000000 predicted=307.275356, expected=416.000000 predicted=258.868943, expected=248.000000 predicted=205.683887, expected=312.000000 predicted=291.027522, expected=160.000000 predicted=138.006613, expected=188.000000 predicted=256.751579, expected=248.000000 predicted=334.295042, expected=320.000000 predicted=264.956753, expected=528.000000 predicted=430.994907, expected=392.000000 predicted=263.009023, expected=184.000000 predicted=202.888250, expected=180.000000 predicted=252.609582, expected=152.000000 predicted=211.354859, expected=152.000000 predicted=314.261948, expected=252.000000 predicted=324.022679, expected=484.000000 predicted=336.440767, expected=308.000000 predicted=219.401956, expected=156.000000 predicted=180.629031, expected=124.000000 predicted=171.434054, expected=152.000000 predicted=179.471630, expected=96.000000 predicted=262.585467, expected=148.000000 predicted=230.913376, expected=248.000000 predicted=204.960079, expected=140.000000 predicted=112.498708, expected=136.000000 predicted=162.171760, expected=68.000000 predicted=86.821181, expected=64.000000 predicted=97.164401, expected=116.000000 predicted=180.877625, expected=148.000000 predicted=132.521651, expected=132.000000 predicted=131.187712, expected=88.000000 predicted=84.101554, expected=212.000000 predicted=152.454426, expected=72.000000 predicted=72.159347, expected=284.000000 predicted=237.542254, expected=532.000000 predicted=340.871528, expected=320.000000 predicted=164.150273, expected=260.000000 predicted=285.610132, expected=356.000000 predicted=249.315508, expected=160.000000 predicted=174.973538, expected=92.000000 predicted=317.561374, expected=304.000000 predicted=332.890579, expected=364.000000 predicted=271.874172, expected=144.000000 predicted=231.334844, expected=192.000000 predicted=226.021976, expected=152.000000 predicted=114.821617, expected=208.000000 predicted=236.345678, expected=144.000000 predicted=248.087878, expected=300.000000 predicted=233.916375, expected=500.000000 predicted=351.278762, expected=236.000000 predicted=161.487900, expected=232.000000 predicted=269.571358, expected=180.000000 predicted=174.361318, expected=100.000000 predicted=166.270217, expected=128.000000 predicted=316.038969, expected=256.000000 predicted=240.977327, expected=420.000000 predicted=317.497543, expected=224.000000 predicted=186.210410, expected=180.000000 predicted=176.756003, expected=288.000000 predicted=231.523639, expected=120.000000 predicted=143.110657, expected=148.000000 predicted=296.014809, expected=144.000000 predicted=186.599188, expected=380.000000 predicted=275.147843, expected=308.000000 predicted=277.579226, expected=152.000000 predicted=142.791886, expected=172.000000 predicted=200.539033, expected=100.000000 predicted=101.846320, expected=180.000000 predicted=269.854367, expected=216.000000 predicted=254.849763, expected=100.000000 predicted=110.649999, expected=136.000000 predicted=175.740966, expected=148.000000 predicted=121.983914, expected=180.000000 predicted=167.967503, expected=120.000000 predicted=164.924487, expected=128.000000 predicted=122.442719, expected=196.000000 predicted=170.747048, expected=348.000000 predicted=245.336120, expected=248.000000 predicted=199.585679, expected=140.000000 predicted=147.209199, expected=272.000000 predicted=232.734268, expected=152.000000 predicted=140.534517, expected=180.000000 predicted=265.286296, expected=300.000000 predicted=288.460747, expected=488.000000 predicted=304.477040, expected=152.000000 predicted=185.003309, expected=204.000000 predicted=232.173128, expected=104.000000 predicted=143.268895, expected=156.000000 predicted=199.018054, expected=180.000000 predicted=329.301842, expected=300.000000 predicted=220.916713, expected=484.000000 predicted=352.993661, expected=268.000000 predicted=168.811605, expected=96.000000 predicted=156.410920, expected=224.000000 predicted=238.730637, expected=164.000000 predicted=185.106710, expected=224.000000 predicted=342.550094, expected=316.000000 predicted=303.951630, expected=372.000000 predicted=227.253329, expected=312.000000 predicted=271.551191, expected=212.000000 predicted=202.075828, expected=112.000000 predicted=175.208136, expected=132.000000 predicted=220.931209, expected=108.000000 predicted=217.971661, expected=376.000000 predicted=348.648190, expected=424.000000 predicted=301.240136, expected=260.000000 predicted=181.820424, expected=140.000000 predicted=176.943958, expected=168.000000 predicted=150.889626, expected=112.000000 predicted=212.572624, expected=180.000000 predicted=294.148887, expected=300.000000 predicted=281.750327, expected=180.000000 predicted=139.730046, expected=24.000000 predicted=108.603204, expected=128.000000 predicted=148.764587, expected=148.000000 predicted=136.084345, expected=228.000000 predicted=250.454692, expected=184.000000 predicted=184.950204, expected=160.000000 predicted=101.128094, expected=264.000000 predicted=212.616451, expected=172.000000 predicted=140.727088, expected=292.000000 predicted=275.122199, expected=212.000000 predicted=192.797352, expected=160.000000 predicted=158.165796, expected=260.000000 predicted=281.892491, expected=544.000000 predicted=357.026444, expected=372.000000 predicted=296.456329, expected=272.000000 predicted=274.004234, expected=172.000000 predicted=197.945876, expected=284.000000 predicted=264.725961, expected=148.000000 predicted=309.687691, expected=148.000000 predicted=260.257817, expected=292.000000 predicted=297.863613, expected=420.000000 predicted=277.027507, expected=124.000000 predicted=180.068117, expected=260.000000 predicted=259.673218, expected=184.000000 predicted=157.297602, expected=120.000000 predicted=176.329932, expected=128.000000 predicted=290.122283, expected=316.000000 predicted=219.332588, expected=360.000000 predicted=289.288767, expected=208.000000 predicted=191.473994, expected=164.000000 predicted=177.800140, expected=192.000000 predicted=167.001158, expected=136.000000 predicted=198.812457, expected=152.000000 predicted=254.330127, expected=340.000000 predicted=284.975943, expected=404.000000 predicted=267.217366, expected=148.000000 predicted=158.378273, expected=100.000000 predicted=162.758104, expected=196.000000 predicted=183.836198, expected=52.000000 predicted=143.983562, expected=160.000000 predicted=294.786727, expected=272.000000 predicted=214.192017, expected=456.000000 predicted=267.387317, expected=300.000000 predicted=241.696184, expected=212.000000 predicted=162.187033, expected=232.000000 predicted=223.404016, expected=156.000000 predicted=184.945370, expected=248.000000 predicted=350.964274, expected=416.000000 predicted=360.136762, expected=268.000000 predicted=211.740409, expected=300.000000 predicted=298.049642, expected=152.000000 predicted=159.323320, expected=216.000000 predicted=231.069410, expected=156.000000 predicted=273.879403, expected=196.000000 predicted=222.309888, expected=308.000000 predicted=311.847291, expected=484.000000 predicted=315.214070, expected=224.000000 predicted=199.850999, expected=176.000000 predicted=205.338323, expected=276.000000 predicted=259.646913, expected=140.000000 predicted=173.462366, expected=132.000000 predicted=313.287171, expected=288.000000 predicted=272.985178, expected=420.000000 predicted=276.957572, expected=152.000000 predicted=191.332713, expected=104.000000 predicted=166.099207, expected=116.000000 predicted=136.338375, expected=176.000000 predicted=198.348848, expected=272.000000 predicted=338.703246, expected=344.000000 predicted=248.357376, expected=416.000000 predicted=271.198423, expected=216.000000 predicted=163.858554, expected=156.000000 predicted=191.029884, expected=224.000000 predicted=259.082186, expected=236.000000 predicted=257.299188, expected=176.000000 predicted=284.056310, expected=468.000000 predicted=374.083839, expected=180.000000 predicted=127.614966, expected=156.000000 predicted=214.846649, expected=204.000000 predicted=251.130671, expected=172.000000 predicted=132.171154, expected=108.000000 predicted=283.385365, expected=232.000000 predicted=222.860249, expected=256.000000 predicted=191.198102, expected=428.000000 predicted=320.867287, expected=256.000000 predicted=207.264801, expected=184.000000 predicted=165.956458, expected=204.000000 predicted=240.489714, expected=152.000000 predicted=175.621223, expected=192.000000 predicted=306.168337, expected=200.000000 predicted=224.952164, expected=264.000000 predicted=222.122394, expected=148.000000 predicted=169.151862, expected=188.000000 predicted=185.083842, expected=120.000000 predicted=152.515760, expected=116.000000 predicted=149.796395, expected=108.000000 predicted=186.839137, expected=284.000000 predicted=217.969153, expected=272.000000 predicted=214.330404, expected=128.000000 predicted=122.210608, expected=124.000000 predicted=152.989518, expected=72.000000 predicted=81.268019, expected=96.000000 Test MSE: 9924.880
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879])] predicted=108.379433, expected=216.000000 predicted=127.774172, expected=152.000000 predicted=116.063309, expected=56.000000 predicted=94.211317, expected=84.000000 predicted=105.193882, expected=76.000000 predicted=123.253193, expected=88.000000 predicted=123.703252, expected=68.000000 predicted=95.743519, expected=100.000000 predicted=80.747692, expected=88.000000 predicted=85.258829, expected=40.000000 predicted=63.576262, expected=56.000000 predicted=75.436741, expected=36.000000 predicted=58.570275, expected=60.000000 predicted=69.023680, expected=136.000000 predicted=94.228682, expected=172.000000 predicted=95.740931, expected=112.000000 predicted=86.142334, expected=116.000000 predicted=97.063354, expected=80.000000 predicted=95.955152, expected=48.000000 predicted=96.966318, expected=40.000000 predicted=98.205135, expected=88.000000 predicted=91.327244, expected=188.000000 predicted=125.816990, expected=96.000000 predicted=81.332118, expected=100.000000 predicted=85.739444, expected=112.000000 predicted=100.932229, expected=20.000000 predicted=69.652319, expected=64.000000 predicted=110.874560, expected=172.000000 predicted=122.596200, expected=56.000000 predicted=69.937205, expected=76.000000 predicted=89.104288, expected=44.000000 predicted=59.942657, expected=48.000000 predicted=63.073244, expected=68.000000 predicted=97.598062, expected=52.000000 predicted=53.490919, expected=108.000000 predicted=81.139808, expected=196.000000 predicted=109.938944, expected=100.000000 predicted=78.391766, expected=56.000000 predicted=79.294258, expected=72.000000 predicted=89.355855, expected=28.000000 predicted=75.801959, expected=20.000000 predicted=86.867181, expected=132.000000 predicted=98.858626, expected=144.000000 predicted=86.291597, expected=148.000000 predicted=98.383297, expected=104.000000 predicted=84.972463, expected=16.000000 predicted=54.321578, expected=52.000000 predicted=99.070100, expected=72.000000 predicted=98.486169, expected=156.000000 predicted=120.998827, expected=176.000000 predicted=119.238104, expected=132.000000 predicted=85.913762, expected=108.000000 predicted=101.415108, expected=24.000000 predicted=77.658744, expected=48.000000 predicted=104.615663, expected=8.000000 predicted=82.782181, expected=8.000000 predicted=56.088285, expected=36.000000 predicted=56.224856, expected=68.000000 predicted=40.115890, expected=40.000000 predicted=36.628527, expected=8.000000 predicted=16.884950, expected=8.000000 predicted=20.159299, expected=8.000000 predicted=24.127118, expected=4.000000 predicted=26.168561, expected=4.000000 predicted=15.847427, expected=32.000000 predicted=17.331249, expected=80.000000 predicted=37.191497, expected=68.000000 predicted=35.245958, expected=36.000000 predicted=27.906907, expected=40.000000 predicted=36.224484, expected=24.000000 predicted=36.756958, expected=28.000000 predicted=47.701666, expected=12.000000 predicted=35.314957, expected=16.000000 predicted=25.080765, expected=16.000000 predicted=25.003244, expected=12.000000 predicted=16.728953, expected=16.000000 predicted=19.230449, expected=20.000000 predicted=16.066206, expected=4.000000 predicted=10.489105, expected=8.000000 predicted=12.383294, expected=12.000000 predicted=12.568805, expected=8.000000 predicted=10.447823, expected=16.000000 predicted=14.882358, expected=4.000000 predicted=5.783293, expected=16.000000 predicted=11.847136, expected=28.000000 predicted=18.388757, expected=8.000000 predicted=8.788574, expected=32.000000 predicted=22.530111, expected=12.000000 predicted=12.171218, expected=32.000000 predicted=23.017133, expected=36.000000 predicted=29.751667, expected=108.000000 predicted=53.332264, expected=84.000000 predicted=54.686567, expected=48.000000 predicted=39.739427, expected=44.000000 predicted=51.966827, expected=56.000000 predicted=55.809450, expected=96.000000 predicted=87.757612, expected=76.000000 predicted=71.632115, expected=52.000000 predicted=54.668273, expected=24.000000 predicted=46.216902, expected=112.000000 predicted=83.101602, expected=4.000000 predicted=46.538840, expected=68.000000 predicted=64.576111, expected=108.000000 predicted=79.119173, expected=64.000000 predicted=47.429403, expected=60.000000 predicted=77.532615, expected=40.000000 predicted=42.574452, expected=64.000000 predicted=66.767475, expected=60.000000 predicted=73.370404, expected=96.000000 predicted=73.456816, expected=92.000000 predicted=73.644582, expected=32.000000 predicted=46.263050, expected=68.000000 predicted=71.174746, expected=116.000000 predicted=87.670729, expected=12.000000 predicted=51.223584, expected=24.000000 predicted=57.643370, expected=164.000000 predicted=97.679447, expected=80.000000 predicted=66.089315, expected=92.000000 predicted=91.253097, expected=84.000000 predicted=70.253675, expected=64.000000 predicted=62.116272, expected=84.000000 predicted=108.819020, expected=80.000000 predicted=80.201965, expected=104.000000 predicted=91.810450, expected=80.000000 predicted=81.626444, expected=56.000000 predicted=67.725687, expected=60.000000 predicted=76.023803, expected=92.000000 predicted=83.975882, expected=36.000000 predicted=64.937535, expected=24.000000 predicted=53.258786, expected=100.000000 predicted=76.794514, expected=96.000000 predicted=71.028835, expected=84.000000 predicted=77.147034, expected=36.000000 predicted=50.185843, expected=40.000000 predicted=49.779890, expected=60.000000 predicted=75.130616, expected=88.000000 predicted=78.628250, expected=76.000000 predicted=70.245325, expected=52.000000 predicted=51.074100, expected=112.000000 predicted=80.223096, expected=84.000000 predicted=74.117613, expected=72.000000 predicted=77.787855, expected=24.000000 predicted=59.388937, expected=64.000000 predicted=65.742887, expected=72.000000 predicted=80.802038, expected=144.000000 predicted=97.450612, expected=32.000000 predicted=53.865533, expected=8.000000 predicted=36.121317, expected=44.000000 predicted=64.400616, expected=80.000000 predicted=68.054367, expected=76.000000 predicted=81.778729, expected=36.000000 predicted=38.555392, expected=28.000000 predicted=34.420332, expected=48.000000 predicted=51.485912, expected=112.000000 predicted=81.762841, expected=20.000000 predicted=42.660904, expected=88.000000 predicted=63.702904, expected=104.000000 predicted=72.646194, expected=92.000000 predicted=69.539951, expected=108.000000 predicted=100.697368, expected=20.000000 predicted=43.940240, expected=28.000000 predicted=65.753484, expected=4.000000 predicted=55.567465, expected=144.000000 predicted=96.620845, expected=84.000000 predicted=74.484708, expected=84.000000 predicted=54.296147, expected=72.000000 predicted=66.782761, expected=124.000000 predicted=79.787707, expected=32.000000 predicted=81.372646, expected=80.000000 predicted=82.421207, expected=28.000000 predicted=63.414707, expected=68.000000 predicted=66.706314, expected=148.000000 predicted=113.428905, expected=120.000000 predicted=74.844591, expected=92.000000 predicted=86.060913, expected=40.000000 predicted=61.371062, expected=20.000000 predicted=62.494170, expected=64.000000 predicted=93.888170, expected=144.000000 predicted=107.940263, expected=60.000000 predicted=64.690674, expected=100.000000 predicted=74.177850, expected=64.000000 predicted=63.483495, expected=76.000000 predicted=75.684144, expected=36.000000 predicted=82.431981, expected=108.000000 predicted=82.563483, expected=52.000000 predicted=71.262539, expected=24.000000 predicted=47.458840, expected=112.000000 predicted=89.730533, expected=176.000000 predicted=99.206405, expected=12.000000 predicted=56.156927, expected=8.000000 predicted=50.813601, expected=96.000000 predicted=79.676388, expected=88.000000 predicted=82.273708, expected=52.000000 predicted=84.694935, expected=80.000000 predicted=58.498409, expected=212.000000 predicted=111.088247, expected=68.000000 predicted=78.028975, expected=60.000000 predicted=83.853189, expected=32.000000 predicted=72.862145, expected=20.000000 predicted=58.419554, expected=60.000000 predicted=103.765213, expected=88.000000 predicted=66.070037, expected=80.000000 predicted=60.769537, expected=36.000000 predicted=42.557102, expected=56.000000 predicted=52.065673, expected=40.000000 predicted=54.703826, expected=12.000000 predicted=45.909486, expected=40.000000 predicted=54.013205, expected=56.000000 predicted=43.746794, expected=16.000000 predicted=31.056061, expected=52.000000 predicted=44.348512, expected=44.000000 predicted=33.928258, expected=76.000000 predicted=52.350939, expected=4.000000 predicted=32.164976, expected=36.000000 predicted=34.604269, expected=8.000000 predicted=33.981290, expected=72.000000 predicted=48.976946, expected=52.000000 predicted=51.431422, expected=32.000000 predicted=23.263123, expected=72.000000 predicted=55.879658, expected=152.000000 predicted=78.357440, expected=64.000000 predicted=62.812608, expected=100.000000 predicted=81.519098, expected=72.000000 predicted=72.795129, expected=28.000000 predicted=59.253147, expected=124.000000 predicted=120.180528, expected=60.000000 predicted=63.907454, expected=168.000000 predicted=115.003158, expected=104.000000 predicted=91.952952, expected=24.000000 predicted=49.425475, expected=88.000000 predicted=109.494855, expected=28.000000 predicted=58.543672, expected=68.000000 predicted=93.867055, expected=36.000000 predicted=63.362605, expected=116.000000 predicted=67.973531, expected=92.000000 predicted=79.785063, expected=24.000000 predicted=38.745371, expected=56.000000 predicted=69.523558, expected=64.000000 predicted=59.933545, expected=88.000000 predicted=83.677796, expected=24.000000 predicted=53.593904, expected=68.000000 predicted=54.298154, expected=64.000000 predicted=62.376718, expected=120.000000 predicted=81.467135, expected=68.000000 predicted=72.361899, expected=52.000000 predicted=52.500452, expected=28.000000 predicted=59.947937, expected=60.000000 predicted=64.694265, expected=48.000000 predicted=69.676413, expected=104.000000 predicted=73.721020, expected=24.000000 predicted=42.146079, expected=144.000000 predicted=83.343133, expected=40.000000 predicted=58.848944, expected=40.000000 predicted=51.428128, expected=96.000000 predicted=95.509496, expected=40.000000 predicted=43.837093, expected=48.000000 predicted=77.818749, expected=40.000000 predicted=48.881578, expected=72.000000 predicted=56.507062, expected=84.000000 predicted=75.389654, expected=48.000000 predicted=47.555197, expected=68.000000 predicted=61.647149, expected=88.000000 predicted=68.824934, expected=64.000000 predicted=66.368554, expected=72.000000 predicted=74.365689, expected=120.000000 predicted=85.106442, expected=60.000000 predicted=67.782961, expected=72.000000 predicted=79.611022, expected=80.000000 predicted=79.270073, expected=216.000000 predicted=128.653139, expected=120.000000 predicted=109.028172, expected=60.000000 predicted=78.047137, expected=92.000000 predicted=106.374125, expected=84.000000 predicted=95.652434, expected=60.000000 predicted=112.422320, expected=144.000000 predicted=116.539897, expected=68.000000 predicted=71.606342, expected=84.000000 predicted=87.017469, expected=56.000000 predicted=80.047619, expected=72.000000 predicted=73.096361, expected=40.000000 predicted=81.268467, expected=92.000000 predicted=75.731000, expected=92.000000 predicted=80.348785, expected=128.000000 predicted=85.972945, expected=60.000000 predicted=72.116283, expected=8.000000 predicted=46.739489, expected=16.000000 predicted=63.628251, expected=80.000000 predicted=76.040761, expected=48.000000 predicted=64.493868, expected=140.000000 predicted=81.501422, expected=92.000000 predicted=59.015741, expected=124.000000 predicted=77.997915, expected=96.000000 predicted=96.112516, expected=60.000000 predicted=72.622625, expected=76.000000 predicted=104.251635, expected=64.000000 predicted=81.125634, expected=128.000000 predicted=108.353195, expected=264.000000 predicted=154.123243, expected=76.000000 predicted=79.941841, expected=8.000000 predicted=71.908968, expected=76.000000 predicted=103.043976, expected=88.000000 predicted=103.314203, expected=56.000000 predicted=114.275832, expected=88.000000 predicted=76.830157, expected=80.000000 predicted=58.173634, expected=72.000000 predicted=73.317147, expected=64.000000 predicted=75.873658, expected=40.000000 predicted=57.169737, expected=44.000000 predicted=65.059620, expected=56.000000 predicted=63.754954, expected=76.000000 predicted=65.505950, expected=144.000000 predicted=89.879786, expected=96.000000 predicted=69.980597, expected=84.000000 predicted=74.440674, expected=60.000000 predicted=76.349487, expected=56.000000 predicted=75.992444, expected=32.000000 predicted=79.930934, expected=100.000000 predicted=86.474730, expected=104.000000 predicted=82.423907, expected=120.000000 predicted=82.989078, expected=76.000000 predicted=74.585620, expected=76.000000 predicted=72.255261, expected=72.000000 predicted=90.190046, expected=40.000000 predicted=73.151106, expected=120.000000 predicted=104.727879, expected=192.000000 predicted=118.666704, expected=96.000000 predicted=84.607625, expected=52.000000 predicted=79.785034, expected=92.000000 predicted=93.010024, expected=24.000000 predicted=77.939335, expected=56.000000 predicted=100.842738, expected=96.000000 predicted=86.140490, expected=60.000000 predicted=54.818351, expected=140.000000 predicted=100.504323, expected=56.000000 predicted=55.154425, expected=92.000000 predicted=79.632121, expected=40.000000 predicted=75.842621, expected=60.000000 predicted=66.427759, expected=48.000000 predicted=82.353095, expected=108.000000 predicted=75.852232, expected=64.000000 predicted=70.531643, expected=96.000000 predicted=69.828847, expected=76.000000 predicted=74.118009, expected=92.000000 predicted=75.518849, expected=40.000000 predicted=74.799173, expected=84.000000 predicted=76.818147, expected=136.000000 predicted=104.965741, expected=60.000000 predicted=68.081256, expected=108.000000 predicted=96.217524, expected=96.000000 predicted=82.200270, expected=72.000000 predicted=81.490110, expected=76.000000 predicted=99.357320, expected=24.000000 predicted=56.230894, expected=132.000000 predicted=105.821806, expected=116.000000 predicted=94.822966, expected=24.000000 predicted=53.258526, expected=128.000000 predicted=102.006660, expected=48.000000 predicted=57.394433, expected=36.000000 predicted=76.331402, expected=84.000000 predicted=91.251073, expected=104.000000 predicted=67.582941, expected=112.000000 predicted=99.023744, expected=40.000000 predicted=56.170728, expected=96.000000 predicted=78.125636, expected=80.000000 predicted=84.905528, expected=76.000000 predicted=83.481132, expected=60.000000 predicted=81.464412, expected=112.000000 predicted=80.365763, expected=92.000000 predicted=88.246733, expected=60.000000 predicted=72.483894, expected=44.000000 predicted=69.027554, expected=112.000000 predicted=87.299200, expected=80.000000 predicted=85.595176, expected=84.000000 predicted=81.141916, expected=16.000000 predicted=52.652579, expected=52.000000 predicted=59.320821, expected=140.000000 predicted=106.427293, expected=76.000000 predicted=69.099739, expected=36.000000 predicted=61.026362, expected=32.000000 predicted=48.594174, expected=96.000000 predicted=76.435779, expected=76.000000 predicted=85.784455, expected=132.000000 predicted=89.225540, expected=152.000000 predicted=94.576623, expected=48.000000 Test MSE: 1738.929
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297])] predicted=25.450501, expected=32.000000 predicted=25.689056, expected=28.000000 predicted=27.768107, expected=4.000000 predicted=22.779238, expected=28.000000 predicted=25.376161, expected=32.000000 predicted=27.582125, expected=36.000000 predicted=28.513110, expected=44.000000 predicted=31.057068, expected=36.000000 predicted=28.375638, expected=12.000000 predicted=27.078904, expected=28.000000 predicted=30.648157, expected=52.000000 predicted=38.777907, expected=32.000000 predicted=34.635230, expected=32.000000 predicted=31.496778, expected=16.000000 predicted=24.848086, expected=24.000000 predicted=29.258478, expected=20.000000 predicted=30.399778, expected=16.000000 predicted=22.722126, expected=24.000000 predicted=23.298420, expected=12.000000 predicted=17.287998, expected=48.000000 predicted=28.038441, expected=16.000000 predicted=21.673138, expected=28.000000 predicted=22.754963, expected=12.000000 predicted=21.887339, expected=16.000000 predicted=19.740025, expected=4.000000 predicted=20.683903, expected=8.000000 predicted=12.917829, expected=16.000000 predicted=15.942080, expected=44.000000 predicted=21.177716, expected=16.000000 predicted=16.929772, expected=16.000000 predicted=14.521504, expected=24.000000 predicted=20.370361, expected=24.000000 predicted=22.978700, expected=8.000000 predicted=21.425605, expected=24.000000 predicted=19.049685, expected=28.000000 predicted=21.999221, expected=32.000000 predicted=24.653126, expected=20.000000 predicted=22.074165, expected=20.000000 predicted=19.889116, expected=16.000000 predicted=22.281085, expected=12.000000 predicted=20.276652, expected=36.000000 predicted=26.035523, expected=28.000000 predicted=23.180542, expected=24.000000 predicted=21.895122, expected=4.000000 predicted=16.583909, expected=8.000000 predicted=15.935967, expected=20.000000 predicted=22.200614, expected=8.000000 predicted=15.363459, expected=16.000000 predicted=14.321926, expected=20.000000 predicted=13.302542, expected=24.000000 predicted=16.476313, expected=28.000000 predicted=20.769370, expected=12.000000 predicted=15.705738, expected=12.000000 predicted=16.797055, expected=20.000000 predicted=19.836730, expected=40.000000 predicted=26.123154, expected=28.000000 predicted=24.532613, expected=24.000000 predicted=21.010925, expected=16.000000 predicted=20.895748, expected=36.000000 predicted=28.293719, expected=32.000000 predicted=31.275746, expected=24.000000 predicted=25.702530, expected=24.000000 predicted=25.250633, expected=24.000000 predicted=24.868134, expected=16.000000 predicted=25.186722, expected=12.000000 predicted=21.021378, expected=20.000000 predicted=20.521878, expected=24.000000 predicted=21.302268, expected=4.000000 predicted=14.806792, expected=36.000000 predicted=21.113044, expected=60.000000 predicted=31.596466, expected=48.000000 predicted=33.163381, expected=56.000000 predicted=39.109378, expected=20.000000 predicted=30.933358, expected=8.000000 predicted=31.606864, expected=28.000000 predicted=38.242675, expected=8.000000 predicted=26.955335, expected=28.000000 predicted=27.802055, expected=20.000000 predicted=19.487293, expected=16.000000 predicted=16.191463, expected=16.000000 predicted=19.385201, expected=12.000000 predicted=15.014034, expected=16.000000 predicted=18.498471, expected=24.000000 predicted=18.939713, expected=32.000000 predicted=21.431820, expected=28.000000 predicted=21.898985, expected=16.000000 predicted=18.973705, expected=24.000000 predicted=22.537890, expected=12.000000 predicted=21.092484, expected=48.000000 predicted=31.023932, expected=20.000000 predicted=24.743157, expected=12.000000 predicted=18.351009, expected=8.000000 predicted=18.671813, expected=4.000000 predicted=14.698451, expected=56.000000 predicted=32.932980, expected=20.000000 predicted=20.727163, expected=8.000000 predicted=13.697840, expected=28.000000 predicted=20.681724, expected=36.000000 predicted=26.470370, expected=16.000000 predicted=27.494769, expected=24.000000 predicted=21.440047, expected=20.000000 predicted=20.785732, expected=24.000000 predicted=24.846594, expected=12.000000 predicted=21.367127, expected=24.000000 predicted=20.160322, expected=28.000000 predicted=23.591512, expected=28.000000 predicted=23.211842, expected=24.000000 predicted=23.157358, expected=12.000000 predicted=18.596551, expected=16.000000 predicted=21.034384, expected=28.000000 predicted=24.519053, expected=28.000000 predicted=24.224367, expected=32.000000 predicted=24.521113, expected=36.000000 predicted=25.889482, expected=16.000000 predicted=23.074866, expected=12.000000 predicted=22.721202, expected=4.000000 predicted=19.105936, expected=16.000000 predicted=20.182721, expected=24.000000 predicted=21.114896, expected=16.000000 predicted=14.786557, expected=12.000000 predicted=12.850581, expected=12.000000 predicted=12.678502, expected=20.000000 predicted=17.399733, expected=8.000000 predicted=14.780484, expected=12.000000 predicted=12.909694, expected=24.000000 predicted=16.334624, expected=20.000000 predicted=16.452863, expected=28.000000 predicted=20.025877, expected=20.000000 predicted=17.838242, expected=20.000000 predicted=19.451161, expected=24.000000 predicted=23.076785, expected=4.000000 predicted=16.594584, expected=36.000000 predicted=24.812848, expected=16.000000 predicted=19.958298, expected=24.000000 predicted=20.406199, expected=8.000000 predicted=17.223498, expected=12.000000 predicted=14.548273, expected=20.000000 predicted=21.231904, expected=16.000000 predicted=16.154549, expected=28.000000 predicted=19.947492, expected=16.000000 predicted=15.774531, expected=24.000000 predicted=19.079601, expected=16.000000 predicted=19.401199, expected=12.000000 predicted=17.041753, expected=12.000000 predicted=17.741705, expected=20.000000 predicted=17.403090, expected=44.000000 predicted=25.841534, expected=44.000000 predicted=27.449830, expected=32.000000 predicted=25.927590, expected=28.000000 predicted=27.412368, expected=16.000000 predicted=27.232247, expected=20.000000 predicted=30.049436, expected=20.000000 predicted=27.374825, expected=24.000000 predicted=24.288337, expected=28.000000 predicted=24.059859, expected=16.000000 predicted=19.224943, expected=24.000000 predicted=21.810108, expected=20.000000 predicted=21.735495, expected=12.000000 predicted=19.215609, expected=24.000000 predicted=21.750162, expected=32.000000 predicted=23.243050, expected=16.000000 predicted=20.394752, expected=28.000000 predicted=22.260128, expected=16.000000 predicted=19.847463, expected=4.000000 predicted=17.122777, expected=32.000000 predicted=24.201768, expected=44.000000 predicted=27.340421, expected=36.000000 predicted=28.070930, expected=28.000000 predicted=24.891585, expected=32.000000 predicted=27.377970, expected=12.000000 predicted=27.613235, expected=28.000000 predicted=30.755283, expected=12.000000 predicted=23.904465, expected=8.000000 predicted=18.153341, expected=36.000000 predicted=25.104761, expected=40.000000 predicted=25.615746, expected=28.000000 predicted=25.413032, expected=4.000000 predicted=16.263812, expected=4.000000 predicted=15.781371, expected=28.000000 predicted=26.385362, expected=24.000000 predicted=24.214820, expected=44.000000 predicted=25.966690, expected=16.000000 predicted=17.374907, expected=16.000000 predicted=18.313293, expected=16.000000 predicted=23.214814, expected=24.000000 predicted=24.140284, expected=4.000000 predicted=19.214173, expected=12.000000 predicted=13.769641, expected=32.000000 predicted=20.462573, expected=36.000000 predicted=23.451111, expected=12.000000 predicted=17.956127, expected=28.000000 predicted=19.718516, expected=24.000000 predicted=23.599990, expected=20.000000 predicted=24.844047, expected=16.000000 predicted=22.365545, expected=28.000000 predicted=21.842684, expected=36.000000 predicted=27.877230, expected=28.000000 predicted=25.413483, expected=8.000000 predicted=18.969359, expected=24.000000 predicted=22.712364, expected=16.000000 predicted=23.212274, expected=44.000000 predicted=30.166005, expected=24.000000 predicted=24.448135, expected=20.000000 predicted=19.799302, expected=8.000000 predicted=20.022823, expected=8.000000 predicted=17.742901, expected=20.000000 predicted=23.194546, expected=16.000000 predicted=17.012003, expected=12.000000 predicted=13.645885, expected=40.000000 predicted=20.568168, expected=36.000000 predicted=23.725863, expected=4.000000 predicted=16.912360, expected=8.000000 predicted=16.173687, expected=16.000000 predicted=19.136024, expected=28.000000 predicted=25.392895, expected=24.000000 predicted=21.419816, expected=24.000000 predicted=16.652778, expected=32.000000 predicted=22.450530, expected=12.000000 predicted=20.021802, expected=16.000000 predicted=21.464580, expected=24.000000 predicted=23.073711, expected=36.000000 predicted=26.577183, expected=28.000000 predicted=25.630454, expected=20.000000 predicted=20.434719, expected=16.000000 predicted=21.162766, expected=4.000000 predicted=18.597669, expected=4.000000 predicted=17.180607, expected=12.000000 predicted=15.378637, expected=16.000000 predicted=13.751107, expected=36.000000 predicted=18.662169, expected=36.000000 predicted=19.939156, expected=36.000000 predicted=23.186607, expected=16.000000 predicted=21.688999, expected=20.000000 predicted=24.118545, expected=16.000000 predicted=26.106930, expected=28.000000 predicted=27.122451, expected=12.000000 predicted=20.972212, expected=48.000000 predicted=27.003988, expected=20.000000 predicted=23.377832, expected=20.000000 predicted=21.213535, expected=20.000000 predicted=24.286786, expected=16.000000 predicted=20.762292, expected=24.000000 predicted=26.778993, expected=28.000000 predicted=22.661866, expected=32.000000 predicted=24.515016, expected=32.000000 predicted=25.822737, expected=12.000000 predicted=20.544928, expected=40.000000 predicted=29.668761, expected=40.000000 predicted=33.109651, expected=24.000000 predicted=28.453898, expected=16.000000 predicted=24.843776, expected=20.000000 predicted=23.404317, expected=24.000000 predicted=28.508858, expected=24.000000 predicted=26.044502, expected=4.000000 predicted=15.985914, expected=12.000000 predicted=15.389848, expected=32.000000 predicted=22.593146, expected=20.000000 predicted=20.073133, expected=12.000000 predicted=15.918486, expected=12.000000 predicted=13.501013, expected=16.000000 predicted=17.011760, expected=16.000000 predicted=19.048956, expected=12.000000 predicted=14.420417, expected=28.000000 predicted=17.821068, expected=16.000000 predicted=16.232985, expected=16.000000 predicted=16.320665, expected=16.000000 predicted=16.984115, expected=20.000000 predicted=17.984613, expected=4.000000 predicted=15.196340, expected=36.000000 predicted=21.041748, expected=20.000000 predicted=19.261947, expected=36.000000 predicted=23.164217, expected=16.000000 predicted=20.682857, expected=24.000000 predicted=20.621790, expected=4.000000 predicted=20.793510, expected=20.000000 predicted=19.813157, expected=40.000000 predicted=28.480830, expected=4.000000 predicted=14.986779, expected=12.000000 predicted=15.649941, expected=12.000000 predicted=14.464147, expected=24.000000 predicted=20.142318, expected=16.000000 predicted=19.582643, expected=52.000000 predicted=24.021805, expected=40.000000 predicted=27.664411, expected=24.000000 predicted=24.384869, expected=4.000000 predicted=21.618348, expected=4.000000 predicted=19.343927, expected=16.000000 predicted=25.770238, expected=16.000000 predicted=19.730955, expected=8.000000 predicted=11.885247, expected=12.000000 predicted=9.443405, expected=12.000000 predicted=10.962564, expected=8.000000 predicted=11.506314, expected=12.000000 predicted=11.743659, expected=24.000000 predicted=14.548985, expected=16.000000 predicted=14.137582, expected=24.000000 predicted=16.572893, expected=16.000000 predicted=15.743451, expected=8.000000 predicted=14.185637, expected=16.000000 predicted=17.744740, expected=12.000000 predicted=15.136712, expected=16.000000 predicted=16.080224, expected=28.000000 predicted=18.356810, expected=68.000000 predicted=31.770655, expected=56.000000 predicted=35.733459, expected=40.000000 predicted=33.232513, expected=72.000000 predicted=48.730897, expected=92.000000 predicted=64.439234, expected=60.000000 predicted=63.395443, expected=144.000000 predicted=88.364355, expected=64.000000 predicted=74.427044, expected=16.000000 predicted=60.491571, expected=12.000000 predicted=56.735559, expected=8.000000 predicted=43.672151, expected=48.000000 predicted=59.293520, expected=24.000000 predicted=31.553732, expected=28.000000 predicted=22.169594, expected=20.000000 predicted=21.442657, expected=8.000000 predicted=18.126321, expected=20.000000 predicted=25.339909, expected=36.000000 predicted=26.399926, expected=84.000000 predicted=44.667060, expected=84.000000 predicted=50.925347, expected=28.000000 predicted=35.047098, expected=72.000000 predicted=53.448172, expected=40.000000 predicted=53.300079, expected=56.000000 predicted=61.242028, expected=96.000000 predicted=72.173588, expected=24.000000 predicted=45.890993, expected=52.000000 predicted=54.384765, expected=28.000000 predicted=44.252564, expected=28.000000 predicted=45.089143, expected=72.000000 predicted=57.614461, expected=20.000000 predicted=34.793572, expected=16.000000 predicted=31.075078, expected=40.000000 predicted=33.523645, expected=84.000000 predicted=53.742161, expected=64.000000 predicted=54.614174, expected=72.000000 predicted=50.438851, expected=24.000000 predicted=40.587622, expected=12.000000 predicted=39.990389, expected=8.000000 predicted=39.041919, expected=8.000000 predicted=30.186636, expected=32.000000 predicted=31.342197, expected=8.000000 predicted=14.942259, expected=8.000000 predicted=10.535850, expected=20.000000 predicted=14.248178, expected=16.000000 predicted=16.168664, expected=12.000000 predicted=15.859965, expected=8.000000 predicted=10.185283, expected=12.000000 predicted=12.220013, expected=20.000000 predicted=16.515853, expected=12.000000 predicted=13.437597, expected=8.000000 predicted=10.528195, expected=20.000000 predicted=14.138026, expected=20.000000 predicted=16.790746, expected=8.000000 predicted=13.408351, expected=16.000000 predicted=13.494866, expected=8.000000 predicted=11.993247, expected=20.000000 predicted=16.844713, expected=12.000000 predicted=13.952016, expected=12.000000 predicted=12.085561, expected=20.000000 predicted=15.555066, expected=16.000000 predicted=14.970868, expected=16.000000 predicted=16.004971, expected=4.000000 predicted=10.727148, expected=20.000000 predicted=15.518674, expected=12.000000 predicted=14.883871, expected=12.000000 predicted=13.201167, expected=12.000000 predicted=12.130496, expected=12.000000 predicted=11.701631, expected=16.000000 predicted=14.793936, expected=4.000000 predicted=9.693720, expected=8.000000 predicted=9.706011, expected=8.000000 predicted=9.678817, expected=8.000000 predicted=9.540329, expected=28.000000 predicted=15.747716, expected=24.000000 predicted=15.619487, expected=20.000000 predicted=15.983099, expected=12.000000 predicted=14.085785, expected=16.000000 predicted=16.817049, expected=4.000000 predicted=15.236901, expected=8.000000 predicted=13.160313, expected=16.000000 predicted=13.954145, expected=8.000000 predicted=10.681863, expected=20.000000 predicted=13.601250, expected=12.000000 predicted=11.003840, expected=12.000000 predicted=12.094269, expected=8.000000 predicted=11.347258, expected=8.000000 predicted=10.469546, expected=12.000000 predicted=12.508099, expected=16.000000 predicted=12.651466, expected=20.000000 predicted=14.315281, expected=16.000000 predicted=13.421146, expected=16.000000 predicted=14.151943, expected=4.000000 predicted=11.347164, expected=36.000000 predicted=21.835586, expected=16.000000 predicted=18.593668, expected=24.000000 predicted=19.225189, expected=20.000000 predicted=18.391952, expected=28.000000 predicted=22.238142, expected=12.000000 predicted=21.016906, expected=4.000000 predicted=13.720547, expected=12.000000 predicted=15.681867, expected=8.000000 predicted=13.864383, expected=16.000000 predicted=14.968117, expected=12.000000 predicted=10.938830, expected=20.000000 predicted=13.202260, expected=32.000000 predicted=19.818815, expected=24.000000 predicted=19.536038, expected=36.000000 predicted=25.101752, expected=16.000000 predicted=20.798913, expected=4.000000 predicted=17.247929, expected=36.000000 predicted=27.165621, expected=12.000000 predicted=21.101360, expected=4.000000 predicted=15.398016, expected=40.000000 predicted=22.086840, expected=24.000000 predicted=21.696621, expected=20.000000 predicted=22.528789, expected=12.000000 predicted=15.272494, expected=12.000000 predicted=16.545131, expected=24.000000 predicted=23.835579, expected=24.000000 Test MSE: 216.529
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929])] predicted=49.512093, expected=72.000000 predicted=55.838567, expected=100.000000 predicted=67.006950, expected=52.000000 predicted=56.980749, expected=32.000000 predicted=45.949894, expected=56.000000 predicted=54.931009, expected=44.000000 predicted=55.464294, expected=44.000000 predicted=57.620530, expected=56.000000 predicted=49.489511, expected=84.000000 predicted=58.942944, expected=44.000000 predicted=50.966266, expected=60.000000 predicted=57.324613, expected=48.000000 predicted=50.357817, expected=60.000000 predicted=59.876084, expected=28.000000 predicted=48.899232, expected=104.000000 predicted=70.104087, expected=60.000000 predicted=56.625497, expected=136.000000 predicted=90.399859, expected=100.000000 predicted=80.977929, expected=160.000000 predicted=109.831374, expected=36.000000 predicted=82.766089, expected=44.000000 predicted=75.833539, expected=56.000000 predicted=82.846900, expected=84.000000 predicted=82.388607, expected=52.000000 predicted=77.972770, expected=84.000000 predicted=64.243077, expected=72.000000 predicted=63.642056, expected=44.000000 predicted=58.618513, expected=48.000000 predicted=62.456613, expected=36.000000 predicted=48.692137, expected=64.000000 predicted=62.624543, expected=36.000000 predicted=48.311402, expected=44.000000 predicted=45.419365, expected=36.000000 predicted=41.697110, expected=52.000000 predicted=45.202012, expected=68.000000 predicted=56.380355, expected=84.000000 predicted=59.752534, expected=56.000000 predicted=55.378673, expected=44.000000 predicted=51.247499, expected=44.000000 predicted=52.719738, expected=68.000000 predicted=62.736197, expected=28.000000 predicted=50.142393, expected=40.000000 predicted=46.766476, expected=36.000000 predicted=40.392315, expected=52.000000 predicted=46.072704, expected=48.000000 predicted=48.783697, expected=44.000000 predicted=40.599650, expected=140.000000 predicted=79.756801, expected=96.000000 predicted=71.868845, expected=92.000000 predicted=82.197084, expected=176.000000 predicted=115.154617, expected=92.000000 predicted=93.965747, expected=52.000000 predicted=100.580206, expected=48.000000 predicted=78.769245, expected=36.000000 predicted=66.854874, expected=40.000000 predicted=75.516772, expected=44.000000 predicted=53.499387, expected=48.000000 predicted=46.248870, expected=52.000000 predicted=47.342242, expected=48.000000 predicted=44.756323, expected=12.000000 predicted=32.202489, expected=28.000000 predicted=35.812317, expected=40.000000 predicted=37.740633, expected=52.000000 predicted=43.937926, expected=64.000000 predicted=49.209072, expected=88.000000 predicted=55.985452, expected=40.000000 predicted=46.268490, expected=28.000000 predicted=44.610091, expected=56.000000 predicted=52.832593, expected=36.000000 predicted=46.858302, expected=60.000000 predicted=59.335261, expected=36.000000 predicted=39.865695, expected=56.000000 predicted=46.909486, expected=60.000000 predicted=53.311331, expected=76.000000 predicted=58.661918, expected=36.000000 predicted=49.954976, expected=24.000000 predicted=40.069149, expected=52.000000 predicted=50.021136, expected=44.000000 predicted=47.027436, expected=84.000000 predicted=65.648189, expected=28.000000 predicted=38.861191, expected=32.000000 predicted=39.550228, expected=68.000000 predicted=54.352751, expected=16.000000 predicted=35.671444, expected=48.000000 predicted=52.512833, expected=44.000000 predicted=37.374219, expected=56.000000 predicted=46.516249, expected=80.000000 predicted=62.062707, expected=36.000000 predicted=40.588070, expected=60.000000 predicted=56.167168, expected=68.000000 predicted=57.096481, expected=28.000000 predicted=47.613800, expected=84.000000 predicted=69.068216, expected=96.000000 predicted=66.872708, expected=32.000000 predicted=55.045350, expected=60.000000 predicted=63.021019, expected=36.000000 predicted=44.001631, expected=32.000000 predicted=53.304254, expected=56.000000 predicted=56.961191, expected=52.000000 predicted=44.709591, expected=68.000000 predicted=57.663026, expected=80.000000 predicted=59.322300, expected=32.000000 predicted=45.563242, expected=28.000000 predicted=46.663134, expected=48.000000 predicted=47.960120, expected=48.000000 predicted=51.051860, expected=76.000000 predicted=62.847870, expected=56.000000 predicted=48.450906, expected=76.000000 predicted=59.441001, expected=64.000000 predicted=59.716133, expected=68.000000 predicted=64.498936, expected=36.000000 predicted=56.064401, expected=64.000000 predicted=61.003160, expected=100.000000 predicted=76.330710, expected=104.000000 predicted=81.699006, expected=88.000000 predicted=80.891547, expected=52.000000 predicted=63.747174, expected=48.000000 predicted=65.818544, expected=28.000000 predicted=59.365865, expected=76.000000 predicted=72.843170, expected=68.000000 predicted=64.536811, expected=84.000000 predicted=67.630212, expected=72.000000 predicted=63.481398, expected=20.000000 predicted=44.035316, expected=72.000000 predicted=67.841512, expected=32.000000 predicted=49.245005, expected=64.000000 predicted=64.364560, expected=116.000000 predicted=76.981845, expected=72.000000 predicted=61.893542, expected=44.000000 predicted=63.240706, expected=52.000000 predicted=54.116759, expected=44.000000 predicted=57.682111, expected=96.000000 predicted=83.670002, expected=44.000000 predicted=55.597540, expected=76.000000 predicted=64.417041, expected=52.000000 predicted=54.730999, expected=52.000000 predicted=57.742293, expected=56.000000 predicted=63.358188, expected=56.000000 predicted=54.582231, expected=40.000000 predicted=53.480826, expected=76.000000 predicted=60.522820, expected=116.000000 predicted=77.727855, expected=108.000000 predicted=84.123730, expected=32.000000 predicted=59.887228, expected=52.000000 predicted=61.325508, expected=44.000000 predicted=60.929091, expected=52.000000 predicted=69.782014, expected=100.000000 predicted=79.445626, expected=68.000000 predicted=57.969677, expected=60.000000 predicted=62.494210, expected=68.000000 predicted=61.776966, expected=56.000000 predicted=62.063031, expected=72.000000 predicted=74.874699, expected=44.000000 predicted=56.556641, expected=92.000000 predicted=72.823799, expected=52.000000 predicted=59.846455, expected=88.000000 predicted=73.678826, expected=36.000000 predicted=55.481604, expected=24.000000 predicted=47.062497, expected=40.000000 predicted=52.873571, expected=20.000000 predicted=37.564854, expected=44.000000 predicted=48.398953, expected=64.000000 predicted=43.998937, expected=68.000000 predicted=49.098800, expected=36.000000 predicted=42.651107, expected=40.000000 predicted=40.549153, expected=40.000000 predicted=44.168298, expected=28.000000 predicted=43.308996, expected=28.000000 predicted=39.685270, expected=72.000000 predicted=48.211015, expected=36.000000 predicted=39.414952, expected=56.000000 predicted=48.029724, expected=72.000000 predicted=50.842810, expected=64.000000 predicted=55.108674, expected=36.000000 predicted=52.817940, expected=60.000000 predicted=52.784604, expected=64.000000 predicted=58.621406, expected=80.000000 predicted=69.749436, expected=44.000000 predicted=54.884930, expected=56.000000 predicted=54.359188, expected=24.000000 predicted=45.078328, expected=64.000000 predicted=59.064876, expected=56.000000 predicted=56.481400, expected=96.000000 predicted=67.619650, expected=104.000000 predicted=75.665166, expected=84.000000 predicted=70.816854, expected=64.000000 predicted=72.340521, expected=100.000000 predicted=83.920363, expected=44.000000 predicted=72.549506, expected=88.000000 predicted=86.647840, expected=60.000000 predicted=68.927444, expected=80.000000 predicted=75.111944, expected=64.000000 predicted=72.733574, expected=36.000000 predicted=53.191950, expected=44.000000 predicted=59.020104, expected=76.000000 predicted=63.165335, expected=60.000000 predicted=63.149422, expected=84.000000 predicted=68.704784, expected=128.000000 predicted=82.257984, expected=88.000000 predicted=79.356043, expected=24.000000 predicted=63.334093, expected=24.000000 predicted=51.921611, expected=32.000000 predicted=54.142076, expected=36.000000 predicted=59.272811, expected=88.000000 predicted=65.676861, expected=100.000000 predicted=62.053834, expected=68.000000 predicted=58.634631, expected=60.000000 predicted=58.423190, expected=64.000000 predicted=61.444447, expected=48.000000 predicted=66.412120, expected=60.000000 predicted=69.291727, expected=44.000000 predicted=54.193696, expected=72.000000 predicted=62.601216, expected=36.000000 predicted=49.678870, expected=48.000000 predicted=50.559249, expected=68.000000 predicted=57.658547, expected=48.000000 predicted=50.786055, expected=32.000000 predicted=48.779044, expected=52.000000 predicted=45.838501, expected=56.000000 predicted=51.169715, expected=28.000000 predicted=45.409843, expected=28.000000 predicted=37.723221, expected=40.000000 predicted=37.011552, expected=20.000000 predicted=34.197433, expected=52.000000 predicted=44.372433, expected=40.000000 predicted=34.590169, expected=56.000000 predicted=43.781883, expected=76.000000 predicted=54.267053, expected=112.000000 predicted=70.367375, expected=20.000000 predicted=48.313851, expected=148.000000 predicted=90.868386, expected=120.000000 predicted=90.661551, expected=80.000000 predicted=92.550699, expected=144.000000 predicted=114.914996, expected=44.000000 predicted=68.598112, expected=40.000000 predicted=89.639534, expected=36.000000 predicted=64.937966, expected=108.000000 predicted=84.533884, expected=72.000000 predicted=84.370185, expected=56.000000 predicted=59.673346, expected=32.000000 predicted=45.665717, expected=52.000000 predicted=52.617270, expected=40.000000 predicted=59.708176, expected=76.000000 predicted=63.632301, expected=100.000000 predicted=70.384187, expected=60.000000 predicted=58.560776, expected=40.000000 predicted=54.559657, expected=40.000000 predicted=48.593507, expected=84.000000 predicted=71.636394, expected=16.000000 predicted=51.867853, expected=68.000000 predicted=58.011895, expected=100.000000 predicted=64.499214, expected=88.000000 predicted=71.635813, expected=48.000000 predicted=66.044070, expected=48.000000 predicted=50.107006, expected=52.000000 predicted=60.854124, expected=32.000000 predicted=58.089617, expected=64.000000 predicted=62.020753, expected=156.000000 predicted=88.823976, expected=64.000000 predicted=67.774862, expected=76.000000 predicted=75.141357, expected=24.000000 predicted=47.054112, expected=28.000000 predicted=55.715557, expected=68.000000 predicted=79.006683, expected=40.000000 predicted=49.953458, expected=64.000000 predicted=59.013744, expected=60.000000 predicted=46.473256, expected=48.000000 predicted=48.201012, expected=60.000000 predicted=58.622434, expected=68.000000 predicted=56.993888, expected=20.000000 predicted=46.210442, expected=52.000000 predicted=52.112025, expected=68.000000 predicted=54.177008, expected=68.000000 predicted=61.784441, expected=60.000000 predicted=59.592269, expected=20.000000 predicted=35.983450, expected=52.000000 predicted=51.522435, expected=20.000000 predicted=41.387804, expected=64.000000 predicted=55.727724, expected=96.000000 predicted=64.351064, expected=120.000000 predicted=75.287888, expected=60.000000 predicted=65.884238, expected=32.000000 predicted=49.237171, expected=72.000000 predicted=68.520436, expected=60.000000 predicted=72.203340, expected=84.000000 predicted=83.604152, expected=44.000000 predicted=54.387406, expected=80.000000 predicted=63.167863, expected=44.000000 predicted=58.245824, expected=36.000000 predicted=53.159846, expected=24.000000 predicted=46.630130, expected=16.000000 predicted=33.464058, expected=104.000000 predicted=68.761511, expected=176.000000 predicted=96.209809, expected=116.000000 predicted=88.385230, expected=28.000000 predicted=55.831854, expected=56.000000 predicted=61.464016, expected=52.000000 predicted=78.022863, expected=24.000000 predicted=76.680143, expected=64.000000 predicted=66.994217, expected=48.000000 predicted=42.755890, expected=64.000000 predicted=57.248267, expected=44.000000 predicted=47.358978, expected=56.000000 predicted=48.360480, expected=44.000000 predicted=51.267043, expected=36.000000 predicted=45.119260, expected=56.000000 predicted=53.051535, expected=60.000000 predicted=51.563880, expected=64.000000 predicted=57.299383, expected=40.000000 predicted=46.147289, expected=52.000000 predicted=49.052311, expected=64.000000 predicted=57.422025, expected=28.000000 predicted=46.294928, expected=32.000000 predicted=44.726208, expected=48.000000 predicted=42.998543, expected=36.000000 predicted=42.768824, expected=56.000000 predicted=50.815584, expected=48.000000 predicted=40.890821, expected=32.000000 predicted=38.234446, expected=80.000000 predicted=57.840581, expected=96.000000 predicted=65.907305, expected=120.000000 predicted=86.305825, expected=120.000000 predicted=89.727872, expected=104.000000 predicted=88.081568, expected=36.000000 predicted=73.238997, expected=48.000000 predicted=75.027225, expected=76.000000 predicted=84.306731, expected=64.000000 predicted=79.237422, expected=52.000000 predicted=66.692746, expected=52.000000 predicted=50.280836, expected=56.000000 predicted=55.396074, expected=16.000000 predicted=44.768853, expected=56.000000 predicted=53.057155, expected=20.000000 predicted=35.396425, expected=56.000000 predicted=49.243882, expected=36.000000 predicted=39.859073, expected=92.000000 predicted=56.627387, expected=64.000000 predicted=57.324615, expected=72.000000 predicted=57.765907, expected=32.000000 predicted=49.092297, expected=32.000000 predicted=44.495909, expected=68.000000 predicted=65.359529, expected=112.000000 predicted=78.853074, expected=84.000000 predicted=74.830143, expected=60.000000 predicted=59.472207, expected=128.000000 predicted=86.404013, expected=64.000000 predicted=76.727053, expected=52.000000 predicted=80.025758, expected=88.000000 predicted=79.739951, expected=60.000000 predicted=68.303414, expected=120.000000 predicted=103.116850, expected=28.000000 predicted=55.758118, expected=36.000000 predicted=55.027672, expected=64.000000 predicted=64.437064, expected=40.000000 predicted=54.166734, expected=48.000000 predicted=63.134185, expected=64.000000 predicted=48.050145, expected=120.000000 predicted=76.331295, expected=48.000000 predicted=60.753134, expected=52.000000 predicted=57.112793, expected=68.000000 predicted=61.291564, expected=28.000000 predicted=53.605438, expected=32.000000 predicted=58.862978, expected=36.000000 predicted=40.282676, expected=76.000000 predicted=57.454811, expected=12.000000 predicted=37.389701, expected=68.000000 predicted=48.190338, expected=56.000000 predicted=45.380546, expected=36.000000 predicted=44.665909, expected=88.000000 predicted=66.931805, expected=88.000000 predicted=60.352952, expected=92.000000 predicted=79.349563, expected=28.000000 predicted=52.666960, expected=76.000000 predicted=65.004289, expected=36.000000 predicted=59.402011, expected=40.000000 predicted=59.285840, expected=72.000000 predicted=64.426896, expected=36.000000 predicted=42.578090, expected=68.000000 predicted=62.030334, expected=72.000000 predicted=55.566909, expected=52.000000 predicted=54.679505, expected=40.000000 predicted=53.536556, expected=28.000000 predicted=40.076016, expected=60.000000 predicted=56.368863, expected=64.000000 predicted=58.489525, expected=56.000000 predicted=53.471435, expected=56.000000 predicted=50.620951, expected=44.000000 predicted=45.634889, expected=44.000000 predicted=51.594301, expected=20.000000 predicted=40.934323, expected=64.000000 predicted=52.749486, expected=36.000000 predicted=42.916784, expected=64.000000 predicted=51.923730, expected=52.000000 predicted=46.899859, expected=20.000000 predicted=34.166776, expected=40.000000 predicted=45.222721, expected=84.000000 predicted=56.363422, expected=64.000000 predicted=59.952888, expected=96.000000 predicted=70.412888, expected=24.000000 predicted=40.713768, expected=100.000000 predicted=73.122234, expected=24.000000 predicted=54.945812, expected=36.000000 predicted=53.820296, expected=48.000000 predicted=54.835579, expected=44.000000 predicted=43.443676, expected=60.000000 predicted=60.784459, expected=68.000000 predicted=49.756430, expected=68.000000 predicted=56.456783, expected=44.000000 predicted=51.439038, expected=28.000000 predicted=43.457969, expected=32.000000 Test MSE: 812.272
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866])] predicted=61.893883, expected=28.000000 predicted=50.826777, expected=52.000000 predicted=62.757143, expected=8.000000 predicted=68.252594, expected=56.000000 predicted=61.100397, expected=140.000000 predicted=84.137712, expected=60.000000 predicted=45.125621, expected=24.000000 predicted=49.210386, expected=52.000000 predicted=45.150228, expected=4.000000 predicted=37.902902, expected=44.000000 predicted=76.478565, expected=52.000000 predicted=48.329233, expected=92.000000 predicted=50.379316, expected=56.000000 predicted=51.791929, expected=76.000000 predicted=46.865401, expected=40.000000 predicted=50.037363, expected=36.000000 predicted=50.081277, expected=44.000000 predicted=64.214532, expected=88.000000 predicted=64.155012, expected=48.000000 predicted=57.474868, expected=76.000000 predicted=57.929000, expected=32.000000 predicted=42.770422, expected=68.000000 predicted=57.264308, expected=16.000000 predicted=53.097679, expected=64.000000 predicted=53.540567, expected=40.000000 predicted=54.218962, expected=92.000000 predicted=56.186031, expected=44.000000 predicted=55.258416, expected=24.000000 predicted=31.312743, expected=44.000000 predicted=55.164516, expected=32.000000 predicted=38.139609, expected=60.000000 predicted=64.285310, expected=76.000000 predicted=53.893507, expected=84.000000 predicted=52.386278, expected=68.000000 predicted=58.241692, expected=32.000000 predicted=43.912562, expected=20.000000 predicted=48.275309, expected=40.000000 predicted=56.054568, expected=16.000000 predicted=45.588147, expected=124.000000 predicted=76.504830, expected=116.000000 predicted=64.583094, expected=92.000000 predicted=59.634558, expected=28.000000 predicted=52.248987, expected=28.000000 predicted=42.175126, expected=28.000000 predicted=73.245939, expected=72.000000 predicted=78.582694, expected=76.000000 predicted=70.400490, expected=120.000000 predicted=66.883867, expected=100.000000 predicted=66.505313, expected=72.000000 predicted=61.546655, expected=88.000000 predicted=85.225761, expected=28.000000 predicted=62.876274, expected=44.000000 predicted=79.987252, expected=132.000000 predicted=100.425629, expected=100.000000 predicted=78.318408, expected=60.000000 predicted=75.466594, expected=32.000000 predicted=48.038291, expected=68.000000 predicted=62.776052, expected=36.000000 predicted=77.165664, expected=16.000000 predicted=55.369712, expected=112.000000 predicted=74.435220, expected=68.000000 predicted=48.371862, expected=52.000000 predicted=59.600861, expected=160.000000 predicted=90.950564, expected=28.000000 predicted=38.469663, expected=28.000000 predicted=75.701173, expected=16.000000 predicted=51.898899, expected=36.000000 predicted=44.465184, expected=84.000000 predicted=95.724545, expected=52.000000 predicted=38.438534, expected=40.000000 predicted=38.557612, expected=24.000000 predicted=30.333282, expected=28.000000 predicted=36.510653, expected=56.000000 predicted=60.110766, expected=44.000000 predicted=43.650345, expected=56.000000 predicted=45.289600, expected=72.000000 predicted=47.429033, expected=40.000000 predicted=39.462167, expected=40.000000 predicted=50.312677, expected=16.000000 predicted=36.371974, expected=52.000000 predicted=50.380584, expected=68.000000 predicted=59.765487, expected=76.000000 predicted=52.811970, expected=76.000000 predicted=56.882602, expected=36.000000 predicted=37.727283, expected=56.000000 predicted=57.803941, expected=36.000000 predicted=54.004188, expected=68.000000 predicted=65.642592, expected=48.000000 predicted=57.963487, expected=92.000000 predicted=60.283888, expected=36.000000 predicted=49.793502, expected=76.000000 predicted=57.810329, expected=52.000000 predicted=60.959586, expected=92.000000 predicted=67.121686, expected=24.000000 predicted=60.103856, expected=20.000000 predicted=37.940891, expected=76.000000 predicted=68.910448, expected=36.000000 predicted=43.585759, expected=28.000000 predicted=54.957116, expected=68.000000 predicted=45.421208, expected=24.000000 predicted=28.330438, expected=32.000000 predicted=50.617763, expected=28.000000 predicted=34.252229, expected=36.000000 predicted=32.490411, expected=48.000000 predicted=49.989774, expected=32.000000 predicted=29.589509, expected=40.000000 predicted=36.254801, expected=24.000000 predicted=29.537176, expected=44.000000 predicted=38.602879, expected=76.000000 predicted=53.788438, expected=16.000000 predicted=28.943862, expected=20.000000 predicted=34.489221, expected=48.000000 predicted=37.181636, expected=40.000000 predicted=39.250312, expected=40.000000 predicted=50.552860, expected=24.000000 predicted=25.138741, expected=68.000000 predicted=42.080128, expected=28.000000 predicted=38.273682, expected=20.000000 predicted=33.230280, expected=40.000000 predicted=39.569883, expected=16.000000 predicted=23.852843, expected=20.000000 predicted=39.224461, expected=72.000000 predicted=42.525513, expected=32.000000 predicted=27.026551, expected=44.000000 predicted=40.761433, expected=12.000000 predicted=22.613757, expected=24.000000 predicted=26.740749, expected=8.000000 predicted=36.698219, expected=16.000000 predicted=22.889414, expected=28.000000 predicted=29.907690, expected=44.000000 predicted=24.367655, expected=56.000000 predicted=34.845378, expected=132.000000 predicted=59.768033, expected=40.000000 predicted=36.862983, expected=36.000000 predicted=44.303569, expected=40.000000 predicted=50.441999, expected=24.000000 predicted=44.096012, expected=136.000000 predicted=105.908425, expected=80.000000 predicted=56.970294, expected=56.000000 predicted=53.510736, expected=48.000000 predicted=54.936443, expected=24.000000 predicted=39.300625, expected=32.000000 predicted=75.357431, expected=48.000000 predicted=56.753029, expected=56.000000 predicted=49.891853, expected=144.000000 predicted=79.378900, expected=24.000000 predicted=35.553371, expected=272.000000 predicted=126.234259, expected=24.000000 predicted=65.079194, expected=52.000000 predicted=72.559743, expected=84.000000 predicted=111.516049, expected=64.000000 predicted=59.760535, expected=80.000000 predicted=141.904194, expected=28.000000 predicted=40.290855, expected=32.000000 predicted=49.227842, expected=32.000000 predicted=55.726746, expected=56.000000 predicted=53.958745, expected=88.000000 predicted=68.432497, expected=52.000000 predicted=43.617331, expected=84.000000 predicted=57.578034, expected=44.000000 predicted=48.214860, expected=40.000000 predicted=54.183717, expected=36.000000 predicted=59.907244, expected=64.000000 predicted=55.173069, expected=108.000000 predicted=79.303121, expected=120.000000 predicted=74.987306, expected=48.000000 predicted=56.509408, expected=36.000000 predicted=52.222803, expected=48.000000 predicted=62.971946, expected=68.000000 predicted=79.640436, expected=64.000000 predicted=78.534533, expected=48.000000 predicted=49.920656, expected=44.000000 predicted=45.452947, expected=56.000000 predicted=53.040113, expected=28.000000 predicted=49.562933, expected=88.000000 predicted=65.343433, expected=64.000000 predicted=54.907820, expected=68.000000 predicted=56.782201, expected=116.000000 predicted=77.884057, expected=40.000000 predicted=49.985016, expected=60.000000 predicted=73.827768, expected=32.000000 predicted=55.452964, expected=24.000000 predicted=51.223174, expected=76.000000 predicted=77.331189, expected=100.000000 predicted=62.078142, expected=56.000000 predicted=58.056762, expected=72.000000 predicted=55.845209, expected=48.000000 predicted=48.606426, expected=36.000000 predicted=60.388514, expected=48.000000 predicted=67.296843, expected=44.000000 predicted=50.087461, expected=40.000000 predicted=52.138980, expected=84.000000 predicted=57.770224, expected=96.000000 predicted=61.492713, expected=52.000000 predicted=55.267676, expected=36.000000 predicted=49.274659, expected=32.000000 predicted=45.809204, expected=56.000000 predicted=64.656264, expected=92.000000 predicted=77.557429, expected=32.000000 predicted=45.886188, expected=72.000000 predicted=53.584420, expected=44.000000 predicted=45.688310, expected=60.000000 predicted=58.566231, expected=28.000000 predicted=57.652076, expected=48.000000 predicted=43.333098, expected=108.000000 predicted=74.745535, expected=36.000000 predicted=46.747000, expected=32.000000 predicted=49.423337, expected=332.000000 predicted=135.905775, expected=20.000000 predicted=65.275668, expected=8.000000 predicted=83.251766, expected=52.000000 predicted=60.209359, expected=88.000000 predicted=70.529909, expected=72.000000 predicted=152.872742, expected=24.000000 predicted=33.839066, expected=24.000000 predicted=31.653595, expected=24.000000 predicted=42.884254, expected=60.000000 predicted=60.510400, expected=68.000000 predicted=56.244384, expected=96.000000 predicted=53.585666, expected=68.000000 predicted=50.872865, expected=36.000000 predicted=45.342868, expected=60.000000 predicted=62.811735, expected=36.000000 predicted=56.264772, expected=72.000000 predicted=72.370987, expected=88.000000 predicted=67.710758, expected=24.000000 predicted=41.749169, expected=8.000000 predicted=42.586561, expected=68.000000 predicted=50.381828, expected=40.000000 predicted=51.926573, expected=156.000000 predicted=91.008676, expected=60.000000 predicted=49.184795, expected=84.000000 predicted=58.727234, expected=32.000000 predicted=62.476378, expected=28.000000 predicted=52.044276, expected=28.000000 predicted=78.647456, expected=32.000000 predicted=44.997388, expected=56.000000 predicted=55.808815, expected=44.000000 predicted=36.765773, expected=76.000000 predicted=47.323812, expected=12.000000 predicted=31.000572, expected=44.000000 predicted=41.526882, expected=28.000000 predicted=42.375909, expected=20.000000 predicted=35.090837, expected=40.000000 predicted=46.709447, expected=12.000000 predicted=19.092996, expected=20.000000 predicted=29.739751, expected=28.000000 predicted=25.814177, expected=36.000000 predicted=26.547233, expected=4.000000 predicted=22.696817, expected=92.000000 predicted=40.605184, expected=88.000000 predicted=47.475381, expected=88.000000 predicted=56.637219, expected=48.000000 predicted=50.987746, expected=64.000000 predicted=49.746139, expected=64.000000 predicted=75.759067, expected=28.000000 predicted=61.165083, expected=60.000000 predicted=66.125265, expected=108.000000 predicted=68.569336, expected=32.000000 predicted=53.860269, expected=44.000000 predicted=55.903359, expected=48.000000 predicted=45.576054, expected=28.000000 predicted=49.036783, expected=20.000000 predicted=55.433949, expected=80.000000 predicted=47.972377, expected=100.000000 predicted=60.962071, expected=60.000000 predicted=54.847083, expected=32.000000 predicted=42.696150, expected=72.000000 predicted=53.482015, expected=56.000000 predicted=66.813060, expected=28.000000 predicted=61.396169, expected=84.000000 predicted=63.152303, expected=92.000000 predicted=60.013600, expected=52.000000 predicted=63.129760, expected=16.000000 predicted=46.648304, expected=48.000000 predicted=46.162053, expected=4.000000 predicted=46.650015, expected=32.000000 predicted=51.395323, expected=88.000000 predicted=53.365807, expected=116.000000 predicted=56.439124, expected=28.000000 predicted=45.666835, expected=44.000000 predicted=39.515170, expected=68.000000 predicted=55.944473, expected=24.000000 predicted=58.512455, expected=64.000000 predicted=73.845808, expected=32.000000 predicted=36.312293, expected=32.000000 predicted=41.392865, expected=24.000000 predicted=43.387556, expected=48.000000 predicted=36.265310, expected=72.000000 predicted=55.532823, expected=64.000000 predicted=45.981634, expected=48.000000 predicted=44.208839, expected=44.000000 predicted=42.378821, expected=28.000000 predicted=44.607321, expected=72.000000 predicted=62.834484, expected=68.000000 predicted=58.945705, expected=72.000000 predicted=57.355998, expected=36.000000 predicted=47.042161, expected=64.000000 predicted=51.613095, expected=20.000000 predicted=50.788529, expected=120.000000 predicted=77.584899, expected=60.000000 predicted=62.956423, expected=36.000000 predicted=47.136274, expected=20.000000 predicted=48.815957, expected=40.000000 predicted=39.739508, expected=32.000000 predicted=63.297145, expected=44.000000 predicted=44.956458, expected=92.000000 predicted=52.742349, expected=12.000000 predicted=28.081609, expected=20.000000 predicted=36.278908, expected=28.000000 predicted=34.002872, expected=80.000000 predicted=52.625492, expected=32.000000 predicted=52.389927, expected=32.000000 predicted=28.570406, expected=52.000000 predicted=38.195961, expected=16.000000 predicted=31.026416, expected=24.000000 predicted=46.053455, expected=8.000000 predicted=23.832239, expected=16.000000 predicted=24.282495, expected=8.000000 predicted=25.109213, expected=32.000000 predicted=20.092891, expected=96.000000 predicted=43.425761, expected=36.000000 predicted=26.502451, expected=104.000000 predicted=53.937519, expected=52.000000 predicted=42.176635, expected=28.000000 predicted=45.188618, expected=24.000000 predicted=59.077086, expected=76.000000 predicted=53.788920, expected=40.000000 predicted=62.300659, expected=12.000000 predicted=36.132346, expected=24.000000 predicted=30.549858, expected=36.000000 predicted=32.155110, expected=28.000000 predicted=43.428044, expected=20.000000 predicted=28.330146, expected=84.000000 predicted=39.937412, expected=44.000000 predicted=35.807286, expected=24.000000 predicted=35.390341, expected=28.000000 predicted=33.625565, expected=84.000000 predicted=48.499390, expected=108.000000 predicted=76.939418, expected=20.000000 predicted=42.072972, expected=96.000000 predicted=60.730664, expected=52.000000 predicted=52.114582, expected=28.000000 predicted=61.075873, expected=24.000000 predicted=61.125061, expected=56.000000 predicted=41.526741, expected=48.000000 predicted=60.253770, expected=32.000000 predicted=41.004498, expected=48.000000 predicted=38.795072, expected=72.000000 predicted=46.552642, expected=40.000000 predicted=48.312378, expected=48.000000 predicted=48.378113, expected=36.000000 predicted=40.268277, expected=40.000000 predicted=45.587718, expected=16.000000 predicted=43.108541, expected=88.000000 predicted=53.311915, expected=72.000000 predicted=53.535951, expected=76.000000 predicted=55.010886, expected=56.000000 predicted=53.625253, expected=32.000000 predicted=41.307002, expected=36.000000 predicted=61.410423, expected=48.000000 predicted=56.215097, expected=68.000000 predicted=61.299752, expected=84.000000 predicted=60.996786, expected=36.000000 predicted=42.674349, expected=16.000000 predicted=38.394122, expected=60.000000 predicted=52.981458, expected=32.000000 predicted=48.889502, expected=8.000000 predicted=43.037812, expected=56.000000 predicted=40.178058, expected=64.000000 predicted=38.292279, expected=32.000000 predicted=43.714315, expected=52.000000 predicted=41.771389, expected=112.000000 predicted=55.715441, expected=28.000000 predicted=49.277190, expected=28.000000 predicted=51.124569, expected=52.000000 predicted=46.649318, expected=32.000000 predicted=45.480024, expected=12.000000 predicted=53.378035, expected=32.000000 predicted=30.563859, expected=28.000000 predicted=28.671329, expected=24.000000 predicted=33.647558, expected=24.000000 predicted=26.674329, expected=84.000000 predicted=39.825329, expected=68.000000 predicted=45.265145, expected=24.000000 predicted=34.762672, expected=24.000000 predicted=34.217830, expected=20.000000 predicted=31.427767, expected=44.000000 predicted=53.081672, expected=4.000000 predicted=33.015743, expected=44.000000 predicted=30.319925, expected=52.000000 predicted=33.704186, expected=12.000000 predicted=22.518512, expected=28.000000 predicted=34.075674, expected=4.000000 predicted=14.160153, expected=8.000000 predicted=25.231557, expected=80.000000 predicted=46.856566, expected=4.000000 predicted=14.491714, expected=64.000000 predicted=38.939246, expected=32.000000 predicted=24.785123, expected=68.000000 predicted=39.709702, expected=32.000000 predicted=51.309780, expected=36.000000 predicted=30.204388, expected=8.000000 predicted=38.578668, expected=56.000000 predicted=40.708444, expected=40.000000 predicted=45.952110, expected=40.000000 predicted=35.440595, expected=32.000000 predicted=35.025509, expected=56.000000 predicted=34.959955, expected=24.000000 predicted=40.508856, expected=24.000000 predicted=34.424637, expected=24.000000 predicted=32.801862, expected=44.000000 predicted=35.214953, expected=20.000000 predicted=34.643705, expected=64.000000 predicted=38.098519, expected=28.000000 predicted=29.774670, expected=8.000000 predicted=24.425204, expected=28.000000 predicted=34.374189, expected=28.000000 predicted=25.900908, expected=32.000000 predicted=38.961010, expected=20.000000 predicted=24.033441, expected=48.000000 predicted=27.267557, expected=36.000000 predicted=31.456169, expected=16.000000 predicted=26.286681, expected=28.000000 predicted=30.327648, expected=28.000000 predicted=26.265748, expected=56.000000 predicted=42.615595, expected=40.000000 predicted=35.471760, expected=32.000000 predicted=28.976248, expected=12.000000 predicted=27.090228, expected=20.000000 Test MSE: 1274.378
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821])] predicted=9.261920, expected=28.000000 predicted=11.372373, expected=28.000000 predicted=12.176281, expected=4.000000 predicted=12.727875, expected=4.000000 predicted=13.089998, expected=36.000000 predicted=17.548480, expected=20.000000 predicted=19.387545, expected=4.000000 predicted=16.872580, expected=8.000000 predicted=13.140739, expected=20.000000 predicted=14.747427, expected=12.000000 predicted=16.702952, expected=16.000000 predicted=13.746506, expected=4.000000 predicted=10.605418, expected=20.000000 predicted=13.358661, expected=20.000000 predicted=15.098664, expected=16.000000 predicted=14.548927, expected=4.000000 predicted=13.743657, expected=20.000000 predicted=14.017450, expected=56.000000 predicted=22.082311, expected=8.000000 predicted=19.851659, expected=8.000000 predicted=20.184583, expected=8.000000 predicted=17.658322, expected=16.000000 predicted=18.928818, expected=20.000000 predicted=19.816694, expected=24.000000 predicted=13.734971, expected=16.000000 predicted=15.198460, expected=4.000000 predicted=14.861138, expected=4.000000 predicted=14.467120, expected=12.000000 predicted=13.437903, expected=20.000000 predicted=13.223981, expected=8.000000 predicted=10.563049, expected=4.000000 predicted=8.944701, expected=12.000000 predicted=10.080289, expected=36.000000 predicted=14.889394, expected=4.000000 predicted=13.480835, expected=8.000000 predicted=12.808468, expected=4.000000 predicted=11.517367, expected=4.000000 predicted=11.210637, expected=8.000000 predicted=11.213966, expected=12.000000 predicted=6.421584, expected=24.000000 predicted=9.768216, expected=32.000000 predicted=13.498272, expected=16.000000 predicted=15.599628, expected=4.000000 predicted=16.387052, expected=4.000000 predicted=15.754608, expected=4.000000 predicted=14.142723, expected=28.000000 predicted=14.989021, expected=12.000000 predicted=10.817759, expected=12.000000 predicted=10.809764, expected=12.000000 predicted=12.080933, expected=4.000000 predicted=11.732718, expected=8.000000 predicted=13.232477, expected=4.000000 predicted=8.664159, expected=12.000000 predicted=8.754976, expected=28.000000 predicted=11.192095, expected=8.000000 predicted=10.045594, expected=8.000000 predicted=11.752426, expected=8.000000 predicted=11.372887, expected=4.000000 predicted=11.236308, expected=36.000000 predicted=15.726417, expected=12.000000 predicted=11.759013, expected=16.000000 predicted=14.299073, expected=24.000000 predicted=16.644536, expected=4.000000 predicted=15.492170, expected=8.000000 predicted=17.661029, expected=16.000000 predicted=13.325634, expected=8.000000 predicted=12.464454, expected=12.000000 predicted=12.473281, expected=12.000000 predicted=9.815272, expected=8.000000 predicted=10.564955, expected=4.000000 predicted=10.262975, expected=24.000000 predicted=11.353451, expected=20.000000 predicted=12.786579, expected=32.000000 predicted=16.596815, expected=20.000000 predicted=17.606014, expected=4.000000 predicted=17.288989, expected=24.000000 predicted=21.295865, expected=12.000000 predicted=18.267797, expected=16.000000 predicted=18.557380, expected=40.000000 predicted=19.359890, expected=8.000000 predicted=16.412396, expected=28.000000 predicted=22.178687, expected=4.000000 predicted=17.613593, expected=4.000000 predicted=17.236977, expected=8.000000 predicted=16.043780, expected=8.000000 predicted=9.833027, expected=16.000000 predicted=11.703104, expected=4.000000 predicted=7.071453, expected=20.000000 predicted=10.098849, expected=8.000000 predicted=10.284229, expected=28.000000 predicted=14.065680, expected=16.000000 predicted=14.978188, expected=28.000000 predicted=17.259536, expected=28.000000 predicted=21.144578, expected=4.000000 predicted=18.525330, expected=16.000000 predicted=20.751003, expected=16.000000 predicted=17.763387, expected=4.000000 predicted=16.279787, expected=8.000000 predicted=13.266601, expected=4.000000 predicted=8.483192, expected=24.000000 predicted=12.116679, expected=4.000000 predicted=9.720713, expected=4.000000 predicted=8.343033, expected=8.000000 predicted=8.677174, expected=24.000000 predicted=11.040971, expected=12.000000 predicted=12.534248, expected=8.000000 predicted=10.149576, expected=12.000000 predicted=11.338572, expected=8.000000 predicted=11.847457, expected=12.000000 predicted=12.952644, expected=20.000000 predicted=11.905513, expected=4.000000 predicted=10.459262, expected=16.000000 predicted=12.338147, expected=20.000000 predicted=12.990095, expected=8.000000 predicted=13.223606, expected=8.000000 predicted=13.111966, expected=24.000000 predicted=13.148349, expected=4.000000 predicted=13.056317, expected=20.000000 predicted=14.539435, expected=12.000000 predicted=12.281581, expected=20.000000 predicted=14.654471, expected=12.000000 predicted=15.410882, expected=12.000000 predicted=13.332279, expected=16.000000 predicted=15.461257, expected=80.000000 predicted=24.765748, expected=16.000000 predicted=24.597361, expected=24.000000 predicted=27.798391, expected=8.000000 predicted=26.164014, expected=16.000000 predicted=26.827770, expected=12.000000 predicted=27.435695, expected=24.000000 predicted=16.645399, expected=16.000000 predicted=16.700607, expected=16.000000 predicted=15.289631, expected=4.000000 predicted=14.828885, expected=16.000000 predicted=14.799245, expected=8.000000 predicted=14.096382, expected=4.000000 predicted=10.899464, expected=24.000000 predicted=12.183995, expected=4.000000 predicted=9.491446, expected=24.000000 predicted=13.663349, expected=4.000000 predicted=11.069230, expected=16.000000 predicted=12.680851, expected=8.000000 predicted=13.547981, expected=8.000000 predicted=10.569693, expected=20.000000 predicted=13.590500, expected=36.000000 predicted=14.723138, expected=4.000000 predicted=15.166194, expected=20.000000 predicted=16.373368, expected=20.000000 predicted=17.600035, expected=16.000000 predicted=19.256469, expected=8.000000 predicted=18.062146, expected=12.000000 predicted=13.268487, expected=4.000000 predicted=13.490377, expected=8.000000 predicted=11.657806, expected=12.000000 predicted=10.089997, expected=20.000000 predicted=10.427122, expected=24.000000 predicted=13.146895, expected=12.000000 predicted=13.076254, expected=12.000000 predicted=14.773565, expected=48.000000 predicted=21.016861, expected=12.000000 predicted=20.737515, expected=88.000000 predicted=32.366173, expected=8.000000 predicted=29.754931, expected=36.000000 predicted=34.048932, expected=12.000000 predicted=35.391620, expected=4.000000 predicted=26.735659, expected=4.000000 predicted=27.323875, expected=8.000000 predicted=11.677448, expected=16.000000 predicted=13.640981, expected=8.000000 predicted=8.780768, expected=24.000000 predicted=10.478849, expected=24.000000 predicted=13.768347, expected=16.000000 predicted=15.997789, expected=20.000000 predicted=18.112131, expected=8.000000 predicted=16.584620, expected=8.000000 predicted=16.847692, expected=4.000000 predicted=13.517406, expected=28.000000 predicted=13.755369, expected=4.000000 predicted=12.289983, expected=24.000000 predicted=12.578728, expected=16.000000 predicted=13.941849, expected=12.000000 predicted=14.493806, expected=12.000000 predicted=16.381111, expected=16.000000 predicted=13.682103, expected=24.000000 predicted=17.369103, expected=8.000000 predicted=14.879289, expected=4.000000 predicted=12.845004, expected=16.000000 predicted=13.172337, expected=4.000000 predicted=12.016734, expected=12.000000 predicted=11.587528, expected=8.000000 predicted=8.669395, expected=16.000000 predicted=9.774764, expected=8.000000 predicted=10.860173, expected=16.000000 predicted=10.504724, expected=16.000000 predicted=12.645985, expected=36.000000 predicted=16.317861, expected=12.000000 predicted=17.603512, expected=12.000000 predicted=16.739776, expected=8.000000 predicted=16.736061, expected=16.000000 predicted=16.417813, expected=4.000000 predicted=15.173647, expected=12.000000 predicted=10.657727, expected=44.000000 predicted=15.599002, expected=8.000000 predicted=15.431057, expected=16.000000 predicted=17.024891, expected=16.000000 predicted=16.447679, expected=32.000000 predicted=20.746449, expected=20.000000 predicted=23.248182, expected=8.000000 predicted=16.828451, expected=16.000000 predicted=18.060340, expected=8.000000 predicted=16.573307, expected=16.000000 predicted=16.832699, expected=20.000000 predicted=14.716731, expected=20.000000 predicted=14.528708, expected=12.000000 predicted=15.541388, expected=32.000000 predicted=17.712739, expected=8.000000 predicted=18.143665, expected=20.000000 predicted=18.733361, expected=20.000000 predicted=18.716334, expected=8.000000 predicted=16.622423, expected=16.000000 predicted=17.685697, expected=4.000000 predicted=12.639758, expected=8.000000 predicted=12.751105, expected=8.000000 predicted=10.794179, expected=16.000000 predicted=9.792705, expected=36.000000 predicted=14.487089, expected=4.000000 predicted=12.868787, expected=4.000000 predicted=12.924297, expected=16.000000 predicted=13.764332, expected=8.000000 predicted=13.854455, expected=4.000000 predicted=12.563870, expected=32.000000 predicted=10.930527, expected=12.000000 predicted=12.494609, expected=8.000000 predicted=13.712047, expected=8.000000 predicted=12.063087, expected=16.000000 predicted=12.876342, expected=8.000000 predicted=14.381823, expected=16.000000 predicted=11.351897, expected=12.000000 predicted=11.292749, expected=24.000000 predicted=13.754394, expected=28.000000 predicted=17.277897, expected=44.000000 predicted=21.678281, expected=4.000000 predicted=21.792589, expected=64.000000 predicted=28.506198, expected=4.000000 predicted=28.792264, expected=8.000000 predicted=25.775304, expected=4.000000 predicted=22.218814, expected=12.000000 predicted=14.967422, expected=16.000000 predicted=18.913741, expected=8.000000 predicted=8.719933, expected=172.000000 predicted=33.980345, expected=4.000000 predicted=39.571008, expected=12.000000 predicted=40.045766, expected=44.000000 predicted=41.953951, expected=16.000000 predicted=42.275740, expected=4.000000 predicted=47.884950, expected=16.000000 predicted=15.781985, expected=24.000000 predicted=18.195941, expected=4.000000 predicted=18.674793, expected=4.000000 predicted=12.009901, expected=8.000000 predicted=9.607682, expected=16.000000 predicted=11.393382, expected=28.000000 predicted=13.836655, expected=32.000000 predicted=15.320798, expected=4.000000 predicted=16.198009, expected=8.000000 predicted=16.449562, expected=8.000000 predicted=15.497595, expected=24.000000 predicted=16.687154, expected=4.000000 predicted=13.883644, expected=8.000000 predicted=9.701978, expected=8.000000 predicted=9.874763, expected=4.000000 predicted=9.075931, expected=8.000000 predicted=9.508336, expected=8.000000 predicted=6.507559, expected=4.000000 predicted=6.745327, expected=4.000000 predicted=6.120374, expected=12.000000 predicted=6.379413, expected=20.000000 predicted=8.992791, expected=12.000000 predicted=10.222959, expected=4.000000 predicted=9.833759, expected=12.000000 predicted=10.524373, expected=28.000000 predicted=13.936282, expected=12.000000 predicted=14.880707, expected=16.000000 predicted=14.543130, expected=8.000000 predicted=13.406585, expected=32.000000 predicted=17.307550, expected=12.000000 predicted=18.218067, expected=4.000000 predicted=14.667008, expected=8.000000 predicted=13.511235, expected=4.000000 predicted=10.812999, expected=4.000000 predicted=10.782491, expected=12.000000 predicted=7.198996, expected=4.000000 predicted=5.965605, expected=28.000000 predicted=9.709513, expected=16.000000 predicted=11.299595, expected=40.000000 predicted=17.199439, expected=20.000000 predicted=20.482454, expected=24.000000 predicted=22.237112, expected=8.000000 predicted=23.168609, expected=12.000000 predicted=19.678244, expected=8.000000 predicted=18.648876, expected=12.000000 Test MSE: 258.588
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619])] predicted=292.879423, expected=204.000000 predicted=341.317308, expected=496.000000 predicted=390.393648, expected=396.000000 predicted=276.198733, expected=272.000000 predicted=236.492595, expected=204.000000 predicted=243.322256, expected=376.000000 predicted=295.962265, expected=184.000000 predicted=308.892110, expected=344.000000 predicted=356.827650, expected=244.000000 predicted=266.022758, expected=596.000000 predicted=384.460836, expected=540.000000 predicted=447.692499, expected=400.000000 predicted=314.263200, expected=220.000000 predicted=334.488110, expected=252.000000 predicted=275.024911, expected=192.000000 predicted=361.857786, expected=552.000000 predicted=497.335646, expected=200.000000 predicted=284.861552, expected=288.000000 predicted=271.138535, expected=200.000000 predicted=261.185360, expected=144.000000 predicted=160.254051, expected=164.000000 predicted=334.391287, expected=188.000000 predicted=185.567900, expected=292.000000 predicted=268.159448, expected=428.000000 predicted=302.691189, expected=320.000000 predicted=240.233978, expected=200.000000 predicted=213.058223, expected=144.000000 predicted=198.578845, expected=216.000000 predicted=246.543665, expected=272.000000 predicted=314.605289, expected=496.000000 predicted=379.773378, expected=528.000000 predicted=361.462412, expected=356.000000 predicted=278.218324, expected=180.000000 predicted=249.287991, expected=268.000000 predicted=293.828088, expected=132.000000 predicted=287.853654, expected=332.000000 predicted=389.125529, expected=436.000000 predicted=375.729432, expected=468.000000 predicted=314.986629, expected=320.000000 predicted=317.334443, expected=208.000000 predicted=213.817133, expected=276.000000 predicted=315.014388, expected=176.000000 predicted=285.194902, expected=236.000000 predicted=325.686259, expected=332.000000 predicted=315.666792, expected=384.000000 predicted=284.955842, expected=244.000000 predicted=265.355638, expected=204.000000 predicted=217.203265, expected=292.000000 predicted=273.696375, expected=136.000000 predicted=219.698272, expected=124.000000 predicted=243.827773, expected=452.000000 predicted=339.621534, expected=540.000000 predicted=342.457744, expected=244.000000 predicted=269.748154, expected=416.000000 predicted=330.118136, expected=208.000000 predicted=198.488063, expected=176.000000 predicted=295.547574, expected=140.000000 predicted=332.386528, expected=420.000000 predicted=307.792985, expected=328.000000 predicted=340.568270, expected=316.000000 predicted=267.282337, expected=236.000000 predicted=242.445307, expected=212.000000 predicted=191.051731, expected=200.000000 predicted=298.433145, expected=180.000000 predicted=241.440335, expected=344.000000 predicted=313.695353, expected=420.000000 predicted=314.708697, expected=492.000000 predicted=348.907536, expected=204.000000 predicted=233.076349, expected=440.000000 predicted=339.752477, expected=208.000000 predicted=283.801382, expected=452.000000 predicted=407.320835, expected=488.000000 predicted=480.767938, expected=504.000000 predicted=348.206212, expected=336.000000 predicted=409.389123, expected=260.000000 predicted=270.087918, expected=176.000000 predicted=319.889551, expected=132.000000 predicted=289.197696, expected=148.000000 predicted=297.445271, expected=284.000000 predicted=283.999812, expected=360.000000 predicted=289.806771, expected=248.000000 predicted=216.376117, expected=116.000000 predicted=154.948639, expected=100.000000 predicted=147.132841, expected=160.000000 predicted=206.281556, expected=280.000000 predicted=284.429160, expected=364.000000 predicted=287.156155, expected=428.000000 predicted=278.383659, expected=256.000000 predicted=206.539293, expected=192.000000 predicted=207.590192, expected=312.000000 predicted=304.466120, expected=124.000000 predicted=225.525281, expected=208.000000 predicted=300.603299, expected=244.000000 predicted=250.518256, expected=336.000000 predicted=246.470097, expected=240.000000 predicted=272.751193, expected=112.000000 predicted=140.449312, expected=124.000000 predicted=181.836452, expected=256.000000 predicted=235.099610, expected=192.000000 predicted=235.346444, expected=452.000000 predicted=333.766817, expected=528.000000 predicted=327.389818, expected=344.000000 predicted=249.449265, expected=292.000000 predicted=314.789546, expected=252.000000 predicted=251.531747, expected=284.000000 predicted=347.071504, expected=228.000000 predicted=353.550546, expected=244.000000 predicted=285.608688, expected=320.000000 predicted=301.920847, expected=324.000000 predicted=281.123990, expected=276.000000 predicted=281.316606, expected=232.000000 predicted=244.841600, expected=244.000000 predicted=250.168124, expected=428.000000 predicted=359.908754, expected=596.000000 predicted=440.340883, expected=496.000000 predicted=389.345901, expected=276.000000 predicted=296.317384, expected=336.000000 predicted=331.403324, expected=344.000000 predicted=377.168173, expected=320.000000 predicted=420.395727, expected=288.000000 predicted=382.447002, expected=400.000000 predicted=341.503970, expected=468.000000 predicted=393.346074, expected=344.000000 predicted=343.028681, expected=280.000000 predicted=321.011846, expected=308.000000 predicted=314.438077, expected=272.000000 predicted=322.020633, expected=176.000000 predicted=305.745965, expected=448.000000 predicted=388.119338, expected=400.000000 predicted=327.410283, expected=212.000000 predicted=259.589722, expected=368.000000 predicted=349.873471, expected=352.000000 predicted=270.021074, expected=432.000000 predicted=412.750535, expected=316.000000 predicted=363.859971, expected=600.000000 predicted=415.948883, expected=576.000000 predicted=471.147260, expected=324.000000 predicted=347.354371, expected=192.000000 predicted=353.127236, expected=316.000000 predicted=329.564528, expected=244.000000 predicted=376.238258, expected=212.000000 predicted=358.837964, expected=512.000000 predicted=414.895984, expected=692.000000 predicted=429.127080, expected=448.000000 predicted=383.760579, expected=220.000000 predicted=292.490623, expected=404.000000 predicted=355.112569, expected=412.000000 predicted=427.188703, expected=488.000000 predicted=539.528872, expected=452.000000 predicted=456.119484, expected=580.000000 predicted=419.328539, expected=292.000000 predicted=361.819759, expected=232.000000 predicted=338.262611, expected=332.000000 predicted=415.208693, expected=328.000000 predicted=352.927809, expected=336.000000 predicted=427.252421, expected=696.000000 predicted=495.921582, expected=612.000000 predicted=421.733955, expected=456.000000 predicted=414.940954, expected=344.000000 predicted=394.340255, expected=444.000000 predicted=403.925271, expected=212.000000 predicted=421.041106, expected=232.000000 predicted=401.614493, expected=436.000000 predicted=438.191664, expected=572.000000 predicted=424.158340, expected=304.000000 predicted=366.762155, expected=244.000000 predicted=275.118796, expected=348.000000 predicted=317.699192, expected=256.000000 predicted=312.195487, expected=316.000000 predicted=418.139145, expected=396.000000 predicted=354.150195, expected=416.000000 predicted=324.359074, expected=300.000000 predicted=330.055587, expected=76.000000 predicted=190.814360, expected=208.000000 predicted=271.647954, expected=140.000000 predicted=239.757073, expected=248.000000 predicted=292.834959, expected=324.000000 predicted=306.081991, expected=380.000000 predicted=229.734433, expected=292.000000 predicted=263.645482, expected=200.000000 predicted=196.636607, expected=228.000000 predicted=251.395447, expected=216.000000 predicted=256.585791, expected=252.000000 predicted=295.070579, expected=520.000000 predicted=397.098970, expected=352.000000 predicted=272.882313, expected=136.000000 predicted=205.124753, expected=192.000000 predicted=246.519966, expected=236.000000 predicted=229.635698, expected=148.000000 predicted=289.216034, expected=240.000000 predicted=289.352462, expected=232.000000 predicted=188.862296, expected=240.000000 predicted=209.632685, expected=380.000000 predicted=311.903552, expected=356.000000 predicted=254.970059, expected=400.000000 predicted=326.458503, expected=148.000000 predicted=213.444179, expected=168.000000 predicted=220.440301, expected=472.000000 predicted=415.432184, expected=468.000000 predicted=368.875121, expected=284.000000 predicted=338.424978, expected=328.000000 predicted=291.200099, expected=256.000000 predicted=229.574164, expected=232.000000 predicted=327.932387, expected=148.000000 predicted=297.857467, expected=412.000000 predicted=338.306960, expected=684.000000 predicted=481.746085, expected=288.000000 predicted=263.481557, expected=280.000000 predicted=313.262886, expected=312.000000 predicted=278.563088, expected=204.000000 predicted=270.975717, expected=248.000000 predicted=435.855931, expected=396.000000 predicted=338.240560, expected=524.000000 predicted=383.405198, expected=268.000000 predicted=292.450902, expected=264.000000 predicted=274.004032, expected=180.000000 predicted=237.392202, expected=328.000000 predicted=334.445924, expected=120.000000 predicted=294.660106, expected=300.000000 predicted=280.169981, expected=440.000000 predicted=351.568138, expected=388.000000 predicted=267.129812, expected=284.000000 predicted=324.733332, expected=264.000000 predicted=230.382371, expected=248.000000 predicted=274.693724, expected=236.000000 predicted=317.413296, expected=280.000000 predicted=321.148955, expected=476.000000 predicted=371.277996, expected=276.000000 predicted=264.525327, expected=188.000000 predicted=239.035801, expected=92.000000 predicted=194.329098, expected=108.000000 predicted=179.085093, expected=252.000000 predicted=327.639066, expected=360.000000 predicted=290.105981, expected=316.000000 predicted=248.326824, expected=140.000000 predicted=146.359583, expected=172.000000 predicted=172.075251, expected=212.000000 predicted=226.140614, expected=164.000000 predicted=231.646623, expected=340.000000 predicted=318.674313, expected=348.000000 predicted=244.449541, expected=376.000000 predicted=275.662635, expected=228.000000 predicted=243.743254, expected=152.000000 predicted=180.541085, expected=260.000000 predicted=300.680135, expected=160.000000 predicted=228.572278, expected=172.000000 predicted=256.929496, expected=140.000000 predicted=189.833998, expected=116.000000 predicted=129.231026, expected=284.000000 predicted=262.333113, expected=304.000000 predicted=221.056082, expected=224.000000 predicted=197.860729, expected=296.000000 predicted=243.660619, expected=416.000000 predicted=276.453654, expected=344.000000 predicted=303.130734, expected=280.000000 predicted=303.822026, expected=336.000000 predicted=303.241925, expected=176.000000 predicted=232.681792, expected=200.000000 predicted=298.968923, expected=216.000000 predicted=275.583876, expected=428.000000 predicted=332.082366, expected=244.000000 predicted=275.870156, expected=188.000000 predicted=200.991301, expected=132.000000 predicted=195.158318, expected=296.000000 predicted=243.350501, expected=192.000000 predicted=279.214838, expected=328.000000 predicted=280.051969, expected=292.000000 predicted=252.439453, expected=216.000000 predicted=178.766840, expected=244.000000 predicted=282.641430, expected=172.000000 predicted=184.984229, expected=152.000000 predicted=228.571712, expected=188.000000 predicted=234.914290, expected=288.000000 predicted=239.830871, expected=352.000000 predicted=285.873058, expected=144.000000 predicted=165.619696, expected=172.000000 predicted=188.942447, expected=160.000000 predicted=183.587771, expected=220.000000 predicted=227.944840, expected=112.000000 predicted=217.016867, expected=228.000000 predicted=190.332767, expected=508.000000 predicted=336.883787, expected=264.000000 predicted=198.156457, expected=240.000000 predicted=257.372449, expected=220.000000 predicted=210.792935, expected=88.000000 predicted=145.860654, expected=224.000000 predicted=343.049722, expected=292.000000 predicted=262.140030, expected=172.000000 predicted=188.311402, expected=212.000000 predicted=230.953916, expected=204.000000 predicted=161.936093, expected=264.000000 predicted=232.335421, expected=264.000000 predicted=271.002377, expected=144.000000 predicted=163.844809, expected=204.000000 predicted=219.297228, expected=396.000000 predicted=295.832421, expected=272.000000 predicted=246.863486, expected=248.000000 predicted=266.278746, expected=200.000000 predicted=203.056779, expected=180.000000 predicted=190.811131, expected=196.000000 predicted=279.820166, expected=380.000000 predicted=312.556002, expected=424.000000 predicted=322.325011, expected=180.000000 predicted=198.948733, expected=164.000000 predicted=211.493917, expected=132.000000 predicted=178.513938, expected=164.000000 predicted=238.950714, expected=168.000000 predicted=269.579454, expected=272.000000 predicted=219.012138, expected=420.000000 predicted=288.549840, expected=224.000000 predicted=182.267678, expected=340.000000 predicted=278.660753, expected=224.000000 predicted=217.622370, expected=68.000000 predicted=163.535775, expected=220.000000 predicted=319.026372, expected=236.000000 predicted=210.987068, expected=324.000000 predicted=302.262753, expected=272.000000 predicted=255.087833, expected=224.000000 predicted=167.256884, expected=172.000000 predicted=210.662249, expected=108.000000 predicted=172.416873, expected=84.000000 predicted=192.227501, expected=284.000000 predicted=261.325764, expected=280.000000 predicted=229.920074, expected=192.000000 predicted=181.312434, expected=172.000000 predicted=170.415216, expected=196.000000 predicted=153.577155, expected=144.000000 predicted=199.269981, expected=220.000000 predicted=240.595317, expected=232.000000 predicted=208.717380, expected=336.000000 predicted=249.109276, expected=212.000000 predicted=209.108564, expected=104.000000 predicted=141.633809, expected=264.000000 predicted=255.132374, expected=104.000000 predicted=151.016485, expected=228.000000 predicted=264.404119, expected=164.000000 predicted=192.602280, expected=288.000000 predicted=190.676479, expected=156.000000 predicted=209.622241, expected=148.000000 predicted=136.127207, expected=172.000000 predicted=207.408125, expected=156.000000 predicted=150.030941, expected=300.000000 predicted=279.893403, expected=352.000000 predicted=250.303684, expected=360.000000 predicted=257.169243, expected=200.000000 predicted=209.795431, expected=240.000000 predicted=223.305017, expected=216.000000 predicted=256.692935, expected=104.000000 predicted=208.564142, expected=184.000000 predicted=264.996911, expected=240.000000 predicted=211.863496, expected=364.000000 predicted=282.391143, expected=128.000000 predicted=175.206656, expected=208.000000 predicted=182.283206, expected=100.000000 predicted=155.420697, expected=236.000000 predicted=217.664869, expected=184.000000 predicted=257.205720, expected=364.000000 predicted=240.119095, expected=1480.000000 predicted=841.195258, expected=1140.000000 predicted=610.763857, expected=1460.000000 predicted=960.804274, expected=1384.000000 predicted=990.872685, expected=40.000000 predicted=266.436606, expected=1392.000000 predicted=1395.203536, expected=1968.000000 predicted=1423.288525, expected=772.000000 predicted=1077.337293, expected=504.000000 predicted=1106.130265, expected=376.000000 predicted=399.332776, expected=460.000000 predicted=839.726654, expected=304.000000 predicted=894.242331, expected=392.000000 predicted=524.767413, expected=452.000000 predicted=450.971019, expected=880.000000 predicted=628.932358, expected=584.000000 predicted=507.103746, expected=376.000000 predicted=417.822198, expected=240.000000 predicted=371.443754, expected=184.000000 predicted=321.775083, expected=252.000000 predicted=464.263194, expected=412.000000 predicted=432.008645, expected=200.000000 predicted=256.550726, expected=180.000000 predicted=232.696871, expected=132.000000 predicted=173.786602, expected=184.000000 predicted=208.390047, expected=144.000000 predicted=229.316328, expected=144.000000 predicted=165.964103, expected=300.000000 predicted=237.422209, expected=444.000000 predicted=289.807670, expected=296.000000 predicted=246.463657, expected=156.000000 predicted=193.880472, expected=352.000000 predicted=289.239517, expected=160.000000 predicted=208.567420, expected=268.000000 predicted=330.843399, expected=388.000000 predicted=329.041528, expected=376.000000 predicted=277.736397, expected=268.000000 predicted=306.977483, expected=208.000000 predicted=223.907402, expected=260.000000 predicted=272.666072, expected=268.000000 predicted=299.245139, expected=328.000000 predicted=328.361859, expected=432.000000 predicted=349.539192, expected=540.000000 predicted=391.615543, expected=420.000000 predicted=360.963488, expected=472.000000 predicted=414.084400, expected=344.000000 predicted=357.908004, expected=280.000000 predicted=361.233111, expected=340.000000 predicted=414.677534, expected=480.000000 predicted=430.659776, expected=656.000000 predicted=537.601030, expected=352.000000 predicted=356.662415, expected=380.000000 predicted=390.118765, expected=272.000000 predicted=326.089024, expected=300.000000 predicted=373.555906, expected=312.000000 predicted=422.106912, expected=336.000000 predicted=333.383000, expected=480.000000 predicted=418.435755, expected=256.000000 predicted=269.214902, expected=276.000000 predicted=313.870946, expected=260.000000 predicted=289.672728, expected=168.000000 predicted=240.046821, expected=240.000000 predicted=323.161705, expected=260.000000 predicted=247.433191, expected=276.000000 predicted=264.969611, expected=204.000000 predicted=228.901265, expected=192.000000 predicted=198.845268, expected=172.000000 predicted=203.826240, expected=200.000000 predicted=219.230566, expected=172.000000 predicted=205.553389, expected=304.000000 predicted=253.211243, expected=368.000000 predicted=277.073050, expected=252.000000 predicted=224.749605, expected=208.000000 predicted=230.020121, expected=144.000000 predicted=179.291157, expected=224.000000 Test MSE: 26852.377
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569])] predicted=16.776238, expected=8.000000 predicted=14.373029, expected=16.000000 predicted=16.428276, expected=4.000000 predicted=10.626280, expected=4.000000 predicted=8.368478, expected=36.000000 predicted=19.545626, expected=40.000000 predicted=22.309246, expected=4.000000 predicted=13.953682, expected=12.000000 predicted=11.982582, expected=12.000000 predicted=15.104093, expected=12.000000 predicted=21.141823, expected=32.000000 predicted=24.058397, expected=32.000000 predicted=18.812015, expected=4.000000 predicted=13.423925, expected=8.000000 predicted=12.853767, expected=24.000000 predicted=19.133025, expected=12.000000 predicted=20.248837, expected=4.000000 predicted=13.822911, expected=20.000000 predicted=11.888976, expected=12.000000 predicted=12.875653, expected=16.000000 predicted=16.123862, expected=12.000000 predicted=11.921514, expected=8.000000 predicted=10.041281, expected=8.000000 predicted=12.444907, expected=12.000000 predicted=11.605096, expected=8.000000 predicted=10.916416, expected=8.000000 predicted=9.181157, expected=24.000000 predicted=13.299450, expected=16.000000 predicted=12.944714, expected=28.000000 predicted=17.552637, expected=32.000000 predicted=20.057726, expected=4.000000 predicted=14.152597, expected=20.000000 predicted=20.024431, expected=4.000000 predicted=14.621566, expected=4.000000 predicted=15.172427, expected=4.000000 predicted=12.169797, expected=8.000000 predicted=7.377560, expected=8.000000 predicted=9.613021, expected=24.000000 predicted=11.077709, expected=8.000000 predicted=8.312410, expected=8.000000 predicted=8.173879, expected=12.000000 predicted=10.454678, expected=12.000000 predicted=11.890696, expected=20.000000 predicted=16.532530, expected=24.000000 predicted=15.153983, expected=16.000000 predicted=14.327577, expected=12.000000 predicted=14.027186, expected=12.000000 predicted=14.317531, expected=12.000000 predicted=15.898969, expected=12.000000 predicted=15.442536, expected=16.000000 predicted=14.153569, expected=8.000000 predicted=11.093645, expected=20.000000 predicted=14.252957, expected=4.000000 predicted=10.330802, expected=12.000000 predicted=11.744508, expected=32.000000 predicted=18.677956, expected=12.000000 predicted=13.882021, expected=12.000000 predicted=14.430876, expected=12.000000 predicted=11.491535, expected=8.000000 predicted=13.440546, expected=8.000000 predicted=15.111789, expected=24.000000 predicted=14.853445, expected=24.000000 predicted=16.551281, expected=12.000000 predicted=13.497280, expected=24.000000 predicted=16.114451, expected=4.000000 predicted=12.492633, expected=4.000000 predicted=14.062839, expected=12.000000 predicted=14.178916, expected=8.000000 predicted=10.975923, expected=12.000000 predicted=12.633984, expected=20.000000 predicted=10.927430, expected=20.000000 predicted=13.097970, expected=40.000000 predicted=21.987376, expected=40.000000 predicted=24.777256, expected=12.000000 predicted=19.536663, expected=16.000000 predicted=20.871146, expected=28.000000 predicted=25.672033, expected=12.000000 predicted=25.208200, expected=12.000000 predicted=20.644494, expected=8.000000 predicted=12.397106, expected=24.000000 predicted=18.470920, expected=20.000000 predicted=19.612358, expected=12.000000 predicted=13.597748, expected=16.000000 predicted=14.266954, expected=16.000000 predicted=14.980305, expected=12.000000 predicted=16.827651, expected=20.000000 predicted=17.124010, expected=16.000000 predicted=15.041484, expected=8.000000 predicted=13.336814, expected=28.000000 predicted=18.520397, expected=8.000000 predicted=13.678356, expected=16.000000 predicted=16.306149, expected=8.000000 predicted=12.461166, expected=28.000000 predicted=17.737497, expected=20.000000 predicted=19.888870, expected=8.000000 predicted=12.233171, expected=16.000000 predicted=15.084787, expected=20.000000 predicted=16.482496, expected=4.000000 predicted=15.449559, expected=4.000000 predicted=10.775870, expected=28.000000 predicted=15.506232, expected=20.000000 predicted=17.153401, expected=40.000000 predicted=23.523582, expected=12.000000 predicted=14.303930, expected=4.000000 predicted=12.637132, expected=8.000000 predicted=16.991700, expected=24.000000 predicted=20.464810, expected=16.000000 predicted=20.677888, expected=12.000000 predicted=11.962307, expected=28.000000 predicted=15.792133, expected=20.000000 predicted=17.427897, expected=24.000000 predicted=21.668115, expected=20.000000 predicted=18.959421, expected=12.000000 predicted=16.812692, expected=24.000000 predicted=22.511526, expected=16.000000 predicted=18.984999, expected=12.000000 predicted=17.533245, expected=12.000000 predicted=15.203369, expected=12.000000 predicted=13.886840, expected=16.000000 predicted=16.699312, expected=44.000000 predicted=23.644310, expected=4.000000 predicted=13.692575, expected=4.000000 predicted=11.497866, expected=8.000000 predicted=12.116238, expected=12.000000 predicted=15.532093, expected=8.000000 predicted=16.481105, expected=16.000000 predicted=9.211399, expected=24.000000 predicted=13.303267, expected=8.000000 predicted=11.103374, expected=24.000000 predicted=16.047444, expected=32.000000 predicted=19.946736, expected=4.000000 predicted=15.217389, expected=20.000000 predicted=18.693602, expected=28.000000 predicted=19.501951, expected=24.000000 predicted=23.506312, expected=28.000000 predicted=24.471204, expected=24.000000 predicted=19.172871, expected=12.000000 predicted=20.016920, expected=20.000000 predicted=22.514330, expected=12.000000 predicted=19.066912, expected=12.000000 predicted=18.290993, expected=20.000000 predicted=18.089832, expected=16.000000 predicted=15.246126, expected=20.000000 predicted=17.664171, expected=24.000000 predicted=17.701556, expected=20.000000 predicted=18.072372, expected=20.000000 predicted=19.724117, expected=20.000000 predicted=19.228426, expected=48.000000 predicted=29.397636, expected=8.000000 predicted=20.599288, expected=8.000000 predicted=17.242418, expected=8.000000 predicted=15.829989, expected=16.000000 predicted=18.966555, expected=24.000000 predicted=23.961190, expected=12.000000 predicted=11.833926, expected=20.000000 predicted=14.297734, expected=20.000000 predicted=15.965847, expected=24.000000 predicted=20.093764, expected=4.000000 predicted=15.196921, expected=28.000000 predicted=18.836905, expected=44.000000 predicted=27.371275, expected=16.000000 predicted=21.521474, expected=24.000000 predicted=22.382341, expected=20.000000 predicted=19.172428, expected=4.000000 predicted=20.245998, expected=12.000000 predicted=21.192879, expected=12.000000 predicted=14.436975, expected=12.000000 predicted=15.323725, expected=24.000000 predicted=16.575988, expected=28.000000 predicted=16.450920, expected=8.000000 predicted=13.693469, expected=8.000000 predicted=12.618502, expected=8.000000 predicted=12.703515, expected=12.000000 predicted=15.916871, expected=24.000000 predicted=18.454567, expected=28.000000 predicted=16.558404, expected=8.000000 predicted=12.103729, expected=4.000000 predicted=10.316671, expected=36.000000 predicted=21.150618, expected=8.000000 predicted=17.629086, expected=20.000000 predicted=19.078210, expected=12.000000 predicted=12.304021, expected=24.000000 predicted=17.404318, expected=16.000000 predicted=20.738044, expected=20.000000 predicted=16.132344, expected=16.000000 predicted=17.502340, expected=20.000000 predicted=17.639155, expected=8.000000 predicted=16.208684, expected=20.000000 predicted=17.114636, expected=4.000000 predicted=13.203287, expected=16.000000 predicted=14.682507, expected=20.000000 predicted=16.270419, expected=20.000000 predicted=15.174364, expected=16.000000 predicted=16.128850, expected=8.000000 predicted=11.075956, expected=40.000000 predicted=23.341049, expected=16.000000 predicted=19.649521, expected=4.000000 predicted=14.773152, expected=32.000000 predicted=20.342060, expected=4.000000 predicted=14.282244, expected=4.000000 predicted=17.379695, expected=76.000000 predicted=31.206467, expected=12.000000 predicted=18.760893, expected=4.000000 predicted=20.187131, expected=4.000000 predicted=10.281527, expected=28.000000 predicted=21.651898, expected=20.000000 predicted=31.279676, expected=32.000000 predicted=18.779315, expected=20.000000 predicted=15.623825, expected=12.000000 predicted=15.673049, expected=24.000000 predicted=23.290206, expected=8.000000 predicted=17.548275, expected=4.000000 predicted=16.558959, expected=8.000000 predicted=12.391345, expected=32.000000 predicted=17.946643, expected=16.000000 predicted=16.863058, expected=12.000000 predicted=11.997538, expected=8.000000 predicted=10.178577, expected=8.000000 predicted=12.242952, expected=12.000000 predicted=16.742930, expected=24.000000 predicted=15.808758, expected=20.000000 predicted=14.799243, expected=16.000000 predicted=13.689230, expected=16.000000 predicted=14.374035, expected=16.000000 predicted=16.287277, expected=4.000000 predicted=14.883024, expected=32.000000 predicted=20.415996, expected=8.000000 predicted=14.074290, expected=32.000000 predicted=20.406979, expected=24.000000 predicted=19.069836, expected=4.000000 predicted=13.312677, expected=8.000000 predicted=17.375065, expected=12.000000 predicted=13.279066, expected=24.000000 predicted=21.289318, expected=20.000000 predicted=17.373770, expected=8.000000 predicted=10.226542, expected=40.000000 predicted=20.635979, expected=16.000000 predicted=18.265820, expected=20.000000 predicted=21.603517, expected=4.000000 predicted=14.751368, expected=20.000000 predicted=17.337863, expected=4.000000 predicted=18.145355, expected=12.000000 predicted=13.206039, expected=20.000000 predicted=15.113068, expected=16.000000 predicted=12.370028, expected=4.000000 predicted=11.794204, expected=20.000000 predicted=12.354516, expected=24.000000 predicted=17.015305, expected=16.000000 predicted=17.263879, expected=36.000000 predicted=21.431539, expected=20.000000 predicted=17.575426, expected=8.000000 predicted=18.225483, expected=8.000000 predicted=16.778321, expected=20.000000 predicted=18.372814, expected=76.000000 predicted=38.646208, expected=20.000000 predicted=23.659670, expected=4.000000 predicted=16.194786, expected=12.000000 predicted=17.670349, expected=4.000000 predicted=20.695603, expected=4.000000 predicted=25.728335, expected=12.000000 predicted=11.075066, expected=8.000000 predicted=7.094607, expected=16.000000 predicted=10.822831, expected=12.000000 predicted=8.747829, expected=16.000000 predicted=11.121221, expected=16.000000 predicted=13.335717, expected=8.000000 predicted=11.104126, expected=16.000000 predicted=14.434952, expected=36.000000 predicted=20.054112, expected=16.000000 predicted=17.464242, expected=4.000000 predicted=13.303165, expected=4.000000 predicted=10.655428, expected=12.000000 predicted=14.912661, expected=16.000000 predicted=18.261281, expected=16.000000 predicted=12.736244, expected=16.000000 predicted=10.794111, expected=8.000000 predicted=9.857678, expected=12.000000 predicted=12.786065, expected=28.000000 predicted=18.234191, expected=4.000000 predicted=12.504170, expected=16.000000 predicted=14.364814, expected=16.000000 predicted=13.069328, expected=16.000000 predicted=15.518645, expected=20.000000 predicted=18.479055, expected=16.000000 predicted=13.286537, expected=8.000000 predicted=13.929939, expected=20.000000 predicted=16.566801, expected=20.000000 predicted=17.265619, expected=12.000000 predicted=15.899961, expected=28.000000 predicted=18.704285, expected=12.000000 predicted=14.486983, expected=20.000000 predicted=19.181225, expected=16.000000 predicted=17.432629, expected=20.000000 predicted=17.858020, expected=32.000000 predicted=23.984445, expected=20.000000 predicted=18.876525, expected=20.000000 predicted=20.631004, expected=8.000000 predicted=16.352800, expected=8.000000 predicted=16.699039, expected=20.000000 predicted=20.363279, expected=16.000000 predicted=16.410188, expected=24.000000 predicted=17.909455, expected=16.000000 predicted=13.959905, expected=32.000000 predicted=20.082073, expected=4.000000 predicted=15.874356, expected=12.000000 predicted=16.184345, expected=4.000000 predicted=14.054893, expected=20.000000 predicted=16.534764, expected=24.000000 predicted=19.532025, expected=8.000000 predicted=10.172539, expected=8.000000 predicted=11.049787, expected=16.000000 predicted=12.377464, expected=12.000000 predicted=15.346949, expected=12.000000 predicted=14.449576, expected=16.000000 predicted=11.845464, expected=8.000000 predicted=10.713805, expected=28.000000 predicted=17.641765, expected=16.000000 predicted=14.843217, expected=24.000000 predicted=17.824607, expected=20.000000 predicted=17.915372, expected=8.000000 predicted=14.528695, expected=32.000000 predicted=23.893493, expected=36.000000 predicted=24.345615, expected=16.000000 predicted=21.800912, expected=12.000000 predicted=18.092416, expected=20.000000 predicted=18.694045, expected=16.000000 predicted=22.907065, expected=8.000000 predicted=18.677137, expected=20.000000 predicted=15.976436, expected=12.000000 predicted=13.877017, expected=16.000000 predicted=16.197672, expected=4.000000 predicted=11.116844, expected=4.000000 predicted=9.178698, expected=4.000000 predicted=10.139970, expected=20.000000 predicted=12.397018, expected=24.000000 predicted=14.689621, expected=36.000000 predicted=17.401244, expected=20.000000 predicted=15.792554, expected=20.000000 predicted=17.883882, expected=28.000000 predicted=24.294801, expected=8.000000 predicted=20.550824, expected=4.000000 predicted=18.661138, expected=4.000000 predicted=12.696507, expected=20.000000 predicted=16.509820, expected=16.000000 predicted=15.944106, expected=12.000000 predicted=10.348827, expected=16.000000 predicted=11.072948, expected=12.000000 predicted=11.827289, expected=32.000000 predicted=20.933486, expected=12.000000 predicted=15.544835, expected=12.000000 predicted=14.589110, expected=28.000000 predicted=19.462472, expected=12.000000 predicted=16.602036, expected=12.000000 predicted=18.638952, expected=12.000000 predicted=13.295764, expected=8.000000 predicted=13.000276, expected=32.000000 predicted=21.449113, expected=4.000000 predicted=11.380549, expected=16.000000 predicted=13.968396, expected=4.000000 predicted=10.290966, expected=16.000000 predicted=13.801242, expected=12.000000 predicted=15.694460, expected=8.000000 predicted=9.028809, expected=32.000000 predicted=17.552646, expected=4.000000 predicted=10.058706, expected=8.000000 predicted=12.566463, expected=8.000000 predicted=10.534645, expected=12.000000 predicted=12.281091, expected=8.000000 predicted=13.713271, expected=16.000000 predicted=9.698389, expected=8.000000 predicted=9.178324, expected=12.000000 predicted=10.517755, expected=16.000000 predicted=12.421028, expected=24.000000 predicted=15.181443, expected=12.000000 predicted=14.140686, expected=28.000000 predicted=17.277856, expected=12.000000 predicted=15.431267, expected=16.000000 predicted=17.537181, expected=8.000000 predicted=15.582791, expected=8.000000 predicted=13.009801, expected=24.000000 predicted=18.874802, expected=8.000000 predicted=11.964642, expected=4.000000 predicted=10.393072, expected=16.000000 predicted=11.176533, expected=12.000000 predicted=11.950611, expected=16.000000 predicted=15.195436, expected=4.000000 predicted=8.190927, expected=4.000000 predicted=7.637820, expected=8.000000 predicted=10.258401, expected=20.000000 predicted=12.838158, expected=20.000000 predicted=13.890615, expected=16.000000 predicted=11.367023, expected=12.000000 predicted=11.353688, expected=20.000000 predicted=15.598146, expected=24.000000 predicted=19.910354, expected=8.000000 predicted=15.549326, expected=12.000000 predicted=14.403268, expected=20.000000 predicted=16.088944, expected=24.000000 predicted=19.790487, expected=12.000000 predicted=16.522482, expected=12.000000 predicted=12.915291, expected=8.000000 predicted=12.973583, expected=12.000000 predicted=15.183179, expected=24.000000 predicted=17.986248, expected=16.000000 predicted=14.135392, expected=20.000000 predicted=15.424720, expected=16.000000 predicted=14.531261, expected=16.000000 predicted=16.548387, expected=12.000000 predicted=17.054496, expected=16.000000 predicted=16.042177, expected=8.000000 predicted=14.105923, expected=4.000000 predicted=11.066737, expected=8.000000 predicted=10.693043, expected=20.000000 predicted=13.197743, expected=16.000000 predicted=13.281638, expected=12.000000 predicted=10.697046, expected=8.000000 predicted=9.294810, expected=16.000000 predicted=13.186596, expected=8.000000 Test MSE: 111.255
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962])] predicted=20.692788, expected=16.000000 predicted=17.640441, expected=12.000000 predicted=16.924511, expected=28.000000 predicted=18.514947, expected=20.000000 predicted=17.650286, expected=12.000000 predicted=19.977901, expected=16.000000 predicted=17.657240, expected=28.000000 predicted=19.234582, expected=8.000000 predicted=17.730879, expected=32.000000 predicted=20.769844, expected=40.000000 predicted=23.166481, expected=28.000000 predicted=25.056987, expected=12.000000 predicted=25.146875, expected=8.000000 predicted=20.394563, expected=16.000000 predicted=21.721829, expected=8.000000 predicted=17.500213, expected=40.000000 predicted=20.526822, expected=24.000000 predicted=17.885587, expected=32.000000 predicted=22.336053, expected=100.000000 predicted=42.200845, expected=16.000000 predicted=34.190277, expected=12.000000 predicted=40.257461, expected=4.000000 predicted=28.902230, expected=24.000000 predicted=28.790339, expected=4.000000 predicted=26.516888, expected=52.000000 predicted=21.620401, expected=16.000000 predicted=18.319048, expected=4.000000 predicted=16.341592, expected=24.000000 predicted=21.796463, expected=8.000000 predicted=14.487630, expected=24.000000 predicted=23.479178, expected=12.000000 predicted=14.592365, expected=16.000000 predicted=14.212294, expected=12.000000 predicted=16.168133, expected=4.000000 predicted=11.446346, expected=12.000000 predicted=13.660432, expected=28.000000 predicted=14.473826, expected=16.000000 predicted=14.759705, expected=4.000000 predicted=12.766506, expected=4.000000 predicted=10.510350, expected=12.000000 predicted=11.718894, expected=12.000000 predicted=12.865389, expected=24.000000 predicted=13.331487, expected=28.000000 predicted=14.780224, expected=4.000000 predicted=12.985388, expected=24.000000 predicted=18.123916, expected=28.000000 predicted=19.409512, expected=20.000000 predicted=21.194892, expected=20.000000 predicted=21.802261, expected=8.000000 predicted=15.765900, expected=24.000000 predicted=20.856680, expected=8.000000 predicted=17.224371, expected=28.000000 predicted=18.966190, expected=12.000000 predicted=16.408084, expected=4.000000 predicted=13.113816, expected=12.000000 predicted=14.992567, expected=24.000000 predicted=14.179385, expected=8.000000 predicted=14.720243, expected=12.000000 predicted=12.644351, expected=8.000000 predicted=10.533208, expected=12.000000 predicted=12.137544, expected=16.000000 predicted=13.969311, expected=16.000000 predicted=12.007733, expected=16.000000 predicted=13.655152, expected=8.000000 predicted=12.158706, expected=16.000000 predicted=14.023030, expected=4.000000 predicted=11.853050, expected=40.000000 predicted=18.226831, expected=12.000000 predicted=15.499461, expected=28.000000 predicted=18.833547, expected=16.000000 predicted=19.277429, expected=4.000000 predicted=15.378467, expected=16.000000 predicted=20.200525, expected=36.000000 predicted=18.686963, expected=24.000000 predicted=21.207438, expected=8.000000 predicted=17.531458, expected=20.000000 predicted=17.714367, expected=8.000000 predicted=16.914429, expected=36.000000 predicted=23.518290, expected=16.000000 predicted=18.689865, expected=24.000000 predicted=18.819461, expected=32.000000 predicted=23.328765, expected=20.000000 predicted=21.402103, expected=4.000000 predicted=22.052791, expected=12.000000 predicted=17.417810, expected=8.000000 predicted=15.611836, expected=20.000000 predicted=16.822045, expected=40.000000 predicted=19.086914, expected=16.000000 predicted=16.006600, expected=44.000000 predicted=25.001279, expected=16.000000 predicted=22.526602, expected=20.000000 predicted=25.404867, expected=8.000000 predicted=23.796548, expected=8.000000 predicted=17.030763, expected=28.000000 predicted=22.074375, expected=8.000000 predicted=14.056617, expected=16.000000 predicted=15.475734, expected=24.000000 predicted=15.379666, expected=24.000000 predicted=17.667326, expected=12.000000 predicted=19.112731, expected=12.000000 predicted=15.456570, expected=16.000000 predicted=16.758256, expected=20.000000 predicted=18.083626, expected=12.000000 predicted=16.204703, expected=4.000000 predicted=12.194934, expected=60.000000 predicted=22.470597, expected=8.000000 predicted=18.893061, expected=40.000000 predicted=25.797879, expected=24.000000 predicted=24.213847, expected=72.000000 predicted=33.924585, expected=8.000000 predicted=37.549250, expected=16.000000 predicted=26.503875, expected=48.000000 predicted=35.547229, expected=16.000000 predicted=28.025478, expected=16.000000 predicted=31.419352, expected=20.000000 predicted=20.566227, expected=12.000000 predicted=19.500433, expected=16.000000 predicted=21.861467, expected=4.000000 predicted=13.532624, expected=24.000000 predicted=15.273242, expected=36.000000 predicted=19.246255, expected=12.000000 predicted=17.299812, expected=4.000000 predicted=16.567644, expected=12.000000 predicted=14.569003, expected=12.000000 predicted=15.416709, expected=20.000000 predicted=16.488880, expected=20.000000 predicted=13.876288, expected=48.000000 predicted=20.419092, expected=12.000000 predicted=20.690919, expected=24.000000 predicted=23.061244, expected=8.000000 predicted=21.496104, expected=8.000000 predicted=18.225353, expected=12.000000 predicted=19.065101, expected=8.000000 predicted=11.144952, expected=28.000000 predicted=15.468421, expected=24.000000 predicted=15.141856, expected=8.000000 predicted=14.683659, expected=8.000000 predicted=14.723478, expected=20.000000 predicted=15.201388, expected=12.000000 predicted=16.202935, expected=16.000000 predicted=15.238236, expected=36.000000 predicted=17.469238, expected=8.000000 predicted=16.078150, expected=16.000000 predicted=18.515348, expected=28.000000 predicted=19.301235, expected=4.000000 predicted=16.650885, expected=12.000000 predicted=18.180283, expected=16.000000 predicted=13.478870, expected=16.000000 predicted=14.695342, expected=12.000000 predicted=15.387706, expected=12.000000 predicted=11.833509, expected=20.000000 predicted=14.599404, expected=16.000000 predicted=15.249222, expected=16.000000 predicted=15.602901, expected=28.000000 predicted=17.755052, expected=88.000000 predicted=32.338671, expected=8.000000 predicted=29.407784, expected=16.000000 predicted=30.173451, expected=28.000000 predicted=30.013880, expected=8.000000 predicted=25.662346, expected=32.000000 predicted=32.628968, expected=16.000000 predicted=17.485368, expected=12.000000 predicted=18.490884, expected=20.000000 predicted=19.684939, expected=16.000000 predicted=16.379496, expected=8.000000 predicted=17.449212, expected=24.000000 predicted=16.296555, expected=8.000000 predicted=13.970178, expected=8.000000 predicted=14.150581, expected=20.000000 predicted=14.097044, expected=20.000000 predicted=14.139949, expected=4.000000 predicted=14.355497, expected=16.000000 predicted=12.954052, expected=20.000000 predicted=14.029989, expected=16.000000 predicted=15.977034, expected=32.000000 predicted=19.077447, expected=28.000000 predicted=19.303314, expected=24.000000 predicted=23.051785, expected=16.000000 predicted=22.740587, expected=12.000000 predicted=20.454486, expected=32.000000 predicted=23.966570, expected=20.000000 predicted=21.718338, expected=40.000000 predicted=25.155016, expected=28.000000 predicted=24.914297, expected=24.000000 predicted=25.895121, expected=16.000000 predicted=26.603314, expected=20.000000 predicted=23.696455, expected=36.000000 predicted=27.543525, expected=36.000000 predicted=27.050074, expected=8.000000 predicted=23.547638, expected=20.000000 predicted=22.772872, expected=28.000000 predicted=23.637075, expected=16.000000 predicted=23.577801, expected=28.000000 predicted=23.863181, expected=40.000000 predicted=23.305652, expected=12.000000 predicted=23.555101, expected=32.000000 predicted=27.047772, expected=12.000000 predicted=22.100087, expected=32.000000 predicted=25.965434, expected=28.000000 predicted=26.458434, expected=36.000000 predicted=25.333564, expected=28.000000 predicted=28.702190, expected=32.000000 predicted=27.761066, expected=12.000000 predicted=27.612462, expected=28.000000 predicted=27.097777, expected=8.000000 predicted=23.357829, expected=4.000000 predicted=18.181592, expected=24.000000 predicted=18.286162, expected=16.000000 predicted=14.496756, expected=24.000000 predicted=18.495123, expected=8.000000 predicted=14.012290, expected=20.000000 predicted=15.623513, expected=28.000000 predicted=20.054629, expected=32.000000 predicted=21.526494, expected=12.000000 predicted=21.238496, expected=20.000000 predicted=19.893368, expected=12.000000 predicted=19.742066, expected=12.000000 predicted=18.869817, expected=24.000000 predicted=19.161995, expected=16.000000 predicted=15.673916, expected=28.000000 predicted=19.394203, expected=24.000000 predicted=19.438555, expected=28.000000 predicted=22.072947, expected=20.000000 predicted=23.519245, expected=24.000000 predicted=23.066744, expected=20.000000 predicted=23.817042, expected=32.000000 predicted=24.720550, expected=24.000000 predicted=24.836866, expected=20.000000 predicted=23.384038, expected=44.000000 predicted=27.807434, expected=28.000000 predicted=27.569714, expected=16.000000 predicted=27.835392, expected=8.000000 predicted=22.883353, expected=12.000000 predicted=19.818825, expected=4.000000 predicted=18.098537, expected=16.000000 predicted=14.227125, expected=32.000000 predicted=15.277525, expected=52.000000 predicted=22.111704, expected=32.000000 predicted=26.048796, expected=28.000000 predicted=27.770548, expected=48.000000 predicted=34.560128, expected=16.000000 predicted=33.067502, expected=4.000000 predicted=29.796359, expected=12.000000 predicted=21.946454, expected=16.000000 predicted=18.741144, expected=8.000000 predicted=17.663361, expected=12.000000 predicted=11.887627, expected=20.000000 predicted=11.990281, expected=16.000000 predicted=14.009300, expected=12.000000 predicted=14.446942, expected=24.000000 predicted=15.657033, expected=4.000000 predicted=13.745840, expected=12.000000 predicted=14.748016, expected=4.000000 predicted=11.195510, expected=12.000000 predicted=10.700364, expected=20.000000 predicted=13.438683, expected=4.000000 predicted=9.049940, expected=52.000000 predicted=19.504005, expected=12.000000 predicted=17.168521, expected=4.000000 predicted=17.761228, expected=20.000000 predicted=18.395168, expected=16.000000 predicted=15.602033, expected=12.000000 predicted=20.305957, expected=12.000000 predicted=12.966470, expected=4.000000 predicted=10.317849, expected=24.000000 predicted=14.901987, expected=8.000000 predicted=12.367913, expected=4.000000 predicted=10.817575, expected=36.000000 predicted=15.453133, expected=4.000000 predicted=12.289765, expected=12.000000 predicted=15.880568, expected=8.000000 predicted=11.298946, expected=4.000000 predicted=9.858471, expected=24.000000 predicted=15.477852, expected=8.000000 predicted=9.699447, expected=16.000000 predicted=12.848657, expected=4.000000 predicted=10.266023, expected=4.000000 predicted=9.210676, expected=8.000000 predicted=10.342453, expected=12.000000 predicted=8.351974, expected=8.000000 predicted=9.007075, expected=12.000000 predicted=8.348634, expected=12.000000 predicted=9.286413, expected=8.000000 predicted=9.894127, expected=24.000000 predicted=13.181315, expected=8.000000 predicted=11.761537, expected=12.000000 predicted=13.062070, expected=16.000000 predicted=13.127244, expected=4.000000 predicted=11.236692, expected=12.000000 predicted=12.956596, expected=8.000000 predicted=9.414413, expected=28.000000 predicted=13.822120, expected=4.000000 predicted=12.133715, expected=12.000000 predicted=11.740138, expected=8.000000 predicted=11.314418, expected=8.000000 predicted=10.566067, expected=24.000000 predicted=14.645412, expected=4.000000 predicted=9.771673, expected=28.000000 predicted=14.983647, expected=32.000000 predicted=17.621271, expected=4.000000 predicted=16.801094, expected=4.000000 predicted=16.220005, expected=40.000000 predicted=17.736209, expected=4.000000 predicted=17.745301, expected=12.000000 predicted=17.743869, expected=20.000000 predicted=13.370520, expected=24.000000 predicted=16.418135, expected=8.000000 predicted=18.886416, expected=4.000000 predicted=11.891631, expected=8.000000 predicted=11.615389, expected=4.000000 predicted=10.295742, expected=24.000000 predicted=12.602551, expected=16.000000 predicted=10.962250, expected=16.000000 predicted=12.855596, expected=12.000000 predicted=13.484428, expected=4.000000 predicted=11.767903, expected=4.000000 predicted=12.145044, expected=12.000000 predicted=10.133258, expected=8.000000 predicted=9.140996, expected=12.000000 predicted=9.205935, expected=8.000000 predicted=8.004366, expected=12.000000 predicted=9.294108, expected=8.000000 predicted=9.886923, expected=4.000000 predicted=8.430699, expected=20.000000 predicted=10.854812, expected=16.000000 predicted=11.232610, expected=16.000000 predicted=13.455264, expected=8.000000 predicted=12.123278, expected=24.000000 predicted=14.509575, expected=16.000000 predicted=16.428861, expected=4.000000 predicted=14.114225, expected=16.000000 predicted=14.079443, expected=8.000000 predicted=11.507136, expected=12.000000 predicted=13.527490, expected=20.000000 predicted=13.014899, expected=8.000000 predicted=11.060425, expected=8.000000 predicted=12.334822, expected=36.000000 predicted=15.524171, expected=8.000000 predicted=14.860136, expected=4.000000 predicted=15.044294, expected=4.000000 predicted=10.393534, expected=4.000000 predicted=8.966368, expected=4.000000 predicted=10.049859, expected=8.000000 predicted=5.412435, expected=8.000000 predicted=5.391098, expected=12.000000 predicted=6.992260, expected=16.000000 predicted=9.019414, expected=8.000000 predicted=9.419288, expected=8.000000 predicted=10.125921, expected=4.000000 predicted=8.728096, expected=8.000000 predicted=8.894792, expected=8.000000 predicted=8.532906, expected=12.000000 predicted=8.169564, expected=16.000000 predicted=9.727034, expected=12.000000 predicted=10.203476, expected=20.000000 predicted=13.169599, expected=12.000000 predicted=13.171392, expected=20.000000 predicted=15.621273, expected=8.000000 predicted=14.354426, expected=12.000000 predicted=13.824404, expected=4.000000 predicted=12.082393, expected=4.000000 predicted=9.370972, expected=4.000000 predicted=8.304439, expected=36.000000 predicted=11.849049, expected=8.000000 predicted=11.647077, expected=20.000000 predicted=14.211650, expected=24.000000 predicted=15.846461, expected=36.000000 predicted=21.117103, expected=8.000000 predicted=22.739102, expected=16.000000 predicted=18.800146, expected=4.000000 predicted=16.442690, expected=4.000000 Test MSE: 168.731
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026])] predicted=199.048488, expected=368.000000 predicted=225.925406, expected=324.000000 predicted=205.364800, expected=240.000000 predicted=213.517343, expected=200.000000 predicted=231.609694, expected=164.000000 predicted=236.320415, expected=84.000000 predicted=229.443939, expected=204.000000 predicted=214.930044, expected=200.000000 predicted=193.113760, expected=184.000000 predicted=178.464306, expected=160.000000 predicted=162.063126, expected=212.000000 predicted=168.285109, expected=268.000000 predicted=213.112512, expected=148.000000 predicted=192.080598, expected=80.000000 predicted=161.996807, expected=88.000000 predicted=148.615750, expected=124.000000 predicted=158.625282, expected=136.000000 predicted=155.247256, expected=188.000000 predicted=136.190659, expected=132.000000 predicted=120.707783, expected=132.000000 predicted=126.825589, expected=188.000000 predicted=150.284697, expected=176.000000 predicted=160.361779, expected=144.000000 predicted=160.693127, expected=180.000000 predicted=156.349646, expected=212.000000 predicted=173.218853, expected=112.000000 predicted=165.340649, expected=124.000000 predicted=153.189685, expected=100.000000 predicted=139.242296, expected=380.000000 predicted=208.021509, expected=228.000000 predicted=203.511203, expected=304.000000 predicted=206.287447, expected=144.000000 predicted=191.951072, expected=236.000000 predicted=218.529216, expected=116.000000 predicted=237.526881, expected=192.000000 predicted=205.057456, expected=248.000000 predicted=221.598820, expected=216.000000 predicted=193.166819, expected=588.000000 predicted=297.702012, expected=212.000000 predicted=249.357834, expected=92.000000 predicted=225.461859, expected=108.000000 predicted=218.773476, expected=204.000000 predicted=241.153383, expected=200.000000 predicted=273.061530, expected=164.000000 predicted=167.459941, expected=112.000000 predicted=133.862574, expected=200.000000 predicted=162.031496, expected=192.000000 predicted=185.468469, expected=152.000000 predicted=171.541267, expected=200.000000 predicted=169.907257, expected=204.000000 predicted=174.455595, expected=168.000000 predicted=186.110336, expected=88.000000 predicted=158.677671, expected=192.000000 predicted=166.978597, expected=56.000000 predicted=148.273658, expected=180.000000 predicted=155.810039, expected=140.000000 predicted=141.119469, expected=268.000000 predicted=161.816363, expected=88.000000 predicted=150.472003, expected=276.000000 predicted=164.734628, expected=160.000000 predicted=184.177746, expected=112.000000 predicted=164.001544, expected=108.000000 predicted=167.445687, expected=192.000000 predicted=155.121935, expected=140.000000 predicted=176.166381, expected=180.000000 predicted=151.842038, expected=160.000000 predicted=145.323677, expected=276.000000 predicted=180.566884, expected=36.000000 predicted=154.573087, expected=88.000000 predicted=133.738601, expected=172.000000 predicted=156.635908, expected=196.000000 predicted=165.807908, expected=236.000000 predicted=185.500139, expected=156.000000 predicted=135.599542, expected=172.000000 predicted=159.203272, expected=116.000000 predicted=167.561786, expected=100.000000 predicted=159.172045, expected=212.000000 predicted=177.335051, expected=156.000000 predicted=156.341627, expected=116.000000 predicted=143.264961, expected=184.000000 predicted=145.035302, expected=532.000000 predicted=243.266901, expected=116.000000 predicted=215.024835, expected=140.000000 predicted=183.962939, expected=188.000000 predicted=196.356756, expected=192.000000 predicted=225.510800, expected=116.000000 predicted=236.353298, expected=172.000000 predicted=149.781755, expected=168.000000 predicted=162.041704, expected=96.000000 predicted=152.722576, expected=256.000000 predicted=176.896793, expected=164.000000 predicted=160.565414, expected=264.000000 predicted=192.374636, expected=184.000000 predicted=185.882203, expected=208.000000 predicted=185.946644, expected=208.000000 predicted=216.965432, expected=184.000000 predicted=197.254516, expected=200.000000 predicted=212.047939, expected=96.000000 predicted=171.472860, expected=120.000000 predicted=165.935601, expected=132.000000 predicted=159.516846, expected=152.000000 predicted=153.062522, expected=576.000000 predicted=251.818997, expected=144.000000 predicted=194.222135, expected=144.000000 predicted=184.489194, expected=296.000000 predicted=229.326472, expected=196.000000 predicted=245.799851, expected=280.000000 predicted=302.499174, expected=188.000000 predicted=198.541336, expected=152.000000 predicted=197.199081, expected=144.000000 predicted=209.018688, expected=152.000000 predicted=184.602729, expected=184.000000 predicted=193.605606, expected=364.000000 predicted=214.718217, expected=256.000000 predicted=210.976875, expected=308.000000 predicted=230.626484, expected=120.000000 predicted=208.883591, expected=128.000000 predicted=210.498492, expected=92.000000 predicted=213.549664, expected=176.000000 predicted=190.168465, expected=168.000000 predicted=181.534676, expected=232.000000 predicted=158.204044, expected=228.000000 predicted=172.236370, expected=132.000000 predicted=158.776192, expected=136.000000 predicted=170.371006, expected=88.000000 predicted=156.207841, expected=240.000000 predicted=189.586788, expected=200.000000 predicted=182.826286, expected=200.000000 predicted=165.879347, expected=136.000000 predicted=157.021810, expected=180.000000 predicted=165.231177, expected=120.000000 predicted=180.077949, expected=96.000000 predicted=153.101103, expected=128.000000 predicted=145.959856, expected=136.000000 predicted=135.031609, expected=216.000000 predicted=157.560460, expected=140.000000 predicted=138.220771, expected=148.000000 predicted=137.346485, expected=60.000000 predicted=126.886267, expected=220.000000 predicted=158.285279, expected=128.000000 predicted=159.297846, expected=140.000000 predicted=138.550700, expected=100.000000 predicted=127.776430, expected=144.000000 predicted=126.601535, expected=200.000000 predicted=167.416091, expected=108.000000 predicted=134.274324, expected=144.000000 predicted=136.631017, expected=148.000000 predicted=137.069083, expected=220.000000 predicted=167.093430, expected=112.000000 predicted=155.747579, expected=136.000000 predicted=137.201142, expected=224.000000 predicted=167.809666, expected=204.000000 predicted=178.417186, expected=192.000000 predicted=185.038859, expected=148.000000 predicted=159.247572, expected=268.000000 predicted=196.840202, expected=288.000000 predicted=231.244240, expected=88.000000 predicted=187.442425, expected=284.000000 predicted=210.811038, expected=104.000000 predicted=186.548381, expected=888.000000 predicted=367.972279, expected=164.000000 predicted=310.972819, expected=160.000000 predicted=232.606490, expected=216.000000 predicted=285.187819, expected=84.000000 predicted=261.104193, expected=156.000000 predicted=321.756317, expected=104.000000 predicted=145.783307, expected=148.000000 predicted=147.474965, expected=132.000000 predicted=144.735203, expected=112.000000 predicted=119.006615, expected=128.000000 predicted=130.069277, expected=96.000000 predicted=117.218737, expected=272.000000 predicted=158.385065, expected=104.000000 predicted=141.002257, expected=236.000000 predicted=156.347715, expected=204.000000 predicted=172.462231, expected=72.000000 predicted=153.334686, expected=128.000000 predicted=166.897062, expected=120.000000 predicted=141.465666, expected=148.000000 predicted=160.365411, expected=116.000000 predicted=134.742254, expected=216.000000 predicted=134.756366, expected=204.000000 predicted=159.523197, expected=144.000000 predicted=153.714307, expected=140.000000 predicted=154.179840, expected=76.000000 predicted=140.491662, expected=112.000000 predicted=150.247442, expected=96.000000 predicted=132.700623, expected=92.000000 predicted=111.715319, expected=96.000000 predicted=103.094421, expected=92.000000 predicted=92.559474, expected=164.000000 predicted=113.488645, expected=176.000000 predicted=124.224585, expected=312.000000 predicted=164.699553, expected=224.000000 predicted=177.408362, expected=184.000000 predicted=180.332158, expected=64.000000 predicted=169.886467, expected=16.000000 predicted=148.623304, expected=68.000000 predicted=150.197645, expected=136.000000 predicted=130.250805, expected=176.000000 predicted=122.822605, expected=48.000000 predicted=78.811982, expected=184.000000 predicted=99.184507, expected=160.000000 predicted=130.061816, expected=4.000000 predicted=110.545025, expected=236.000000 predicted=139.051500, expected=140.000000 predicted=130.749945, expected=4.000000 predicted=116.225254, expected=80.000000 predicted=96.350502, expected=80.000000 predicted=86.893500, expected=104.000000 predicted=120.231875, expected=132.000000 predicted=96.348803, expected=104.000000 predicted=79.884595, expected=88.000000 predicted=93.856290, expected=136.000000 predicted=106.360007, expected=96.000000 predicted=109.966586, expected=76.000000 predicted=103.601813, expected=120.000000 predicted=102.848153, expected=116.000000 predicted=106.856220, expected=140.000000 predicted=118.250483, expected=96.000000 predicted=104.659166, expected=204.000000 predicted=127.310335, expected=180.000000 predicted=146.724823, expected=184.000000 predicted=153.469934, expected=136.000000 predicted=150.767132, expected=248.000000 predicted=174.380256, expected=116.000000 predicted=177.415747, expected=156.000000 predicted=166.658899, expected=208.000000 predicted=176.911346, expected=76.000000 predicted=152.077759, expected=76.000000 predicted=143.230426, expected=44.000000 predicted=104.804635, expected=140.000000 predicted=123.812918, expected=216.000000 predicted=144.049587, expected=200.000000 predicted=131.252300, expected=52.000000 predicted=108.006607, expected=4.000000 predicted=87.607508, expected=28.000000 predicted=100.738236, expected=76.000000 predicted=107.956471, expected=108.000000 predicted=92.934437, expected=108.000000 predicted=65.952395, expected=56.000000 predicted=56.058464, expected=48.000000 predicted=62.231948, expected=116.000000 predicted=86.968328, expected=104.000000 predicted=95.719216, expected=120.000000 predicted=95.380486, expected=92.000000 predicted=85.237094, expected=108.000000 predicted=94.035557, expected=76.000000 predicted=100.931670, expected=120.000000 predicted=104.423511, expected=40.000000 predicted=90.358909, expected=92.000000 predicted=86.748827, expected=36.000000 predicted=77.035786, expected=116.000000 predicted=83.016895, expected=180.000000 predicted=107.853462, expected=112.000000 predicted=95.810605, expected=76.000000 predicted=94.214248, expected=124.000000 predicted=100.251852, expected=124.000000 predicted=124.609904, expected=124.000000 predicted=128.568505, expected=68.000000 predicted=100.176658, expected=92.000000 predicted=96.446815, expected=152.000000 predicted=118.961378, expected=112.000000 predicted=115.756110, expected=124.000000 predicted=111.950430, expected=76.000000 predicted=96.967141, expected=84.000000 predicted=102.625093, expected=116.000000 predicted=114.219745, expected=100.000000 predicted=104.408186, expected=140.000000 predicted=110.217631, expected=92.000000 predicted=98.409814, expected=92.000000 predicted=99.875567, expected=92.000000 predicted=103.654471, expected=24.000000 predicted=85.329574, expected=68.000000 predicted=85.171819, expected=112.000000 predicted=85.027759, expected=204.000000 predicted=110.903622, expected=88.000000 predicted=97.553834, expected=236.000000 predicted=120.135724, expected=92.000000 predicted=126.101287, expected=112.000000 predicted=133.863467, expected=60.000000 predicted=127.815432, expected=104.000000 predicted=113.757015, expected=76.000000 predicted=120.318680, expected=112.000000 predicted=94.502834, expected=104.000000 predicted=96.657180, expected=52.000000 predicted=79.543495, expected=76.000000 predicted=84.754316, expected=184.000000 predicted=107.341710, expected=144.000000 predicted=119.288626, expected=92.000000 predicted=104.420203, expected=108.000000 predicted=100.082880, expected=60.000000 predicted=104.200329, expected=56.000000 predicted=108.147581, expected=84.000000 predicted=93.547256, expected=96.000000 predicted=86.360815, expected=92.000000 predicted=85.676663, expected=60.000000 predicted=70.805380, expected=12.000000 predicted=58.793448, expected=168.000000 predicted=91.538961, expected=52.000000 predicted=83.733408, expected=144.000000 predicted=90.799380, expected=136.000000 predicted=95.042052, expected=96.000000 predicted=95.768590, expected=136.000000 predicted=123.310649, expected=136.000000 predicted=114.445825, expected=68.000000 predicted=117.118870, expected=52.000000 predicted=98.233169, expected=72.000000 predicted=90.707207, expected=136.000000 predicted=108.382910, expected=164.000000 predicted=114.948504, expected=240.000000 predicted=129.131581, expected=312.000000 predicted=169.268306, expected=124.000000 predicted=162.717050, expected=52.000000 predicted=148.692719, expected=160.000000 predicted=168.998017, expected=124.000000 predicted=178.062481, expected=92.000000 predicted=153.197391, expected=116.000000 predicted=108.999560, expected=76.000000 predicted=97.650613, expected=96.000000 predicted=112.513588, expected=164.000000 predicted=117.394462, expected=124.000000 predicted=113.756907, expected=60.000000 predicted=100.226343, expected=144.000000 predicted=107.290958, expected=896.000000 predicted=305.629908, expected=148.000000 predicted=259.982865, expected=204.000000 predicted=224.220532, expected=84.000000 predicted=212.394819, expected=68.000000 predicted=246.985069, expected=124.000000 predicted=296.816967, expected=128.000000 predicted=132.105200, expected=84.000000 predicted=119.326166, expected=136.000000 predicted=102.754368, expected=16.000000 predicted=84.225292, expected=212.000000 predicted=123.694050, expected=84.000000 predicted=113.428824, expected=128.000000 predicted=108.250916, expected=148.000000 predicted=121.135648, expected=140.000000 predicted=118.294606, expected=88.000000 predicted=133.569683, expected=188.000000 predicted=129.250788, expected=92.000000 predicted=129.715840, expected=84.000000 predicted=119.422981, expected=156.000000 predicted=126.145762, expected=164.000000 predicted=133.036638, expected=56.000000 predicted=122.101845, expected=24.000000 predicted=83.422844, expected=52.000000 predicted=83.684830, expected=172.000000 predicted=117.719660, expected=120.000000 predicted=109.302587, expected=112.000000 predicted=86.373238, expected=156.000000 predicted=101.360021, expected=48.000000 predicted=101.547907, expected=992.000000 predicted=323.012882, expected=244.000000 predicted=294.559602, expected=88.000000 predicted=226.870967, expected=140.000000 predicted=232.967010, expected=232.000000 predicted=291.837625, expected=144.000000 predicted=352.801160, expected=108.000000 predicted=156.300078, expected=136.000000 predicted=134.972955, expected=152.000000 predicted=153.788182, expected=152.000000 predicted=159.630412, expected=156.000000 predicted=141.997191, expected=108.000000 predicted=130.621002, expected=128.000000 predicted=136.206664, expected=200.000000 predicted=154.671889, expected=112.000000 predicted=142.802350, expected=104.000000 predicted=130.181209, expected=144.000000 predicted=130.743281, expected=156.000000 predicted=143.887910, expected=76.000000 predicted=131.192818, expected=152.000000 predicted=122.884473, expected=128.000000 predicted=127.024602, expected=96.000000 predicted=124.298426, expected=124.000000 predicted=121.978389, expected=60.000000 predicted=100.879649, expected=116.000000 predicted=114.293497, expected=192.000000 predicted=127.339536, expected=80.000000 predicted=109.930657, expected=92.000000 predicted=105.465160, expected=76.000000 predicted=96.503362, expected=20.000000 predicted=91.946565, expected=32.000000 Test MSE: 11085.524
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471])] predicted=57.613442, expected=140.000000 predicted=87.495886, expected=80.000000 predicted=75.112263, expected=52.000000 predicted=81.010571, expected=64.000000 predicted=72.956030, expected=80.000000 predicted=74.227391, expected=60.000000 predicted=80.232195, expected=16.000000 predicted=56.886151, expected=60.000000 predicted=56.587588, expected=32.000000 predicted=48.723500, expected=72.000000 predicted=56.148464, expected=144.000000 predicted=71.964069, expected=116.000000 predicted=73.319215, expected=64.000000 predicted=81.625552, expected=120.000000 predicted=93.829421, expected=76.000000 predicted=92.261003, expected=60.000000 predicted=95.979381, expected=164.000000 predicted=108.797520, expected=72.000000 predicted=85.810466, expected=56.000000 predicted=93.455377, expected=108.000000 predicted=92.154084, expected=116.000000 predicted=91.220885, expected=32.000000 predicted=91.359308, expected=52.000000 predicted=74.674127, expected=52.000000 predicted=64.827277, expected=76.000000 predicted=72.528274, expected=64.000000 predicted=68.900506, expected=72.000000 predicted=58.632471, expected=100.000000 predicted=71.972863, expected=204.000000 predicted=102.899334, expected=40.000000 predicted=86.066547, expected=104.000000 predicted=102.758559, expected=112.000000 predicted=103.430876, expected=44.000000 predicted=90.477573, expected=4.000000 predicted=89.281417, expected=72.000000 predicted=61.113072, expected=56.000000 predicted=61.066877, expected=64.000000 predicted=63.129455, expected=72.000000 predicted=56.449571, expected=64.000000 predicted=52.361308, expected=68.000000 predicted=67.521173, expected=80.000000 predicted=68.138184, expected=32.000000 predicted=59.867370, expected=60.000000 predicted=64.442930, expected=32.000000 predicted=52.748406, expected=40.000000 predicted=50.736756, expected=60.000000 predicted=53.896118, expected=92.000000 predicted=53.984095, expected=68.000000 predicted=60.481937, expected=120.000000 predicted=74.302855, expected=136.000000 predicted=88.933485, expected=84.000000 predicted=90.982904, expected=172.000000 predicted=121.505549, expected=40.000000 predicted=93.324702, expected=68.000000 predicted=103.091595, expected=20.000000 predicted=82.191061, expected=48.000000 predicted=64.342116, expected=92.000000 predicted=80.582756, expected=8.000000 predicted=40.529971, expected=92.000000 predicted=62.636085, expected=124.000000 predicted=66.141884, expected=16.000000 predicted=57.542207, expected=36.000000 predicted=67.010962, expected=48.000000 predicted=47.615729, expected=64.000000 predicted=60.394781, expected=72.000000 predicted=65.939217, expected=52.000000 predicted=48.139787, expected=84.000000 predicted=62.094847, expected=56.000000 predicted=60.708017, expected=24.000000 predicted=56.186255, expected=24.000000 predicted=50.705319, expected=48.000000 predicted=45.445957, expected=64.000000 predicted=51.438895, expected=60.000000 predicted=48.930476, expected=56.000000 predicted=47.903579, expected=52.000000 predicted=50.198348, expected=72.000000 predicted=59.283908, expected=88.000000 predicted=67.229635, expected=68.000000 predicted=66.626118, expected=36.000000 predicted=60.944680, expected=80.000000 predicted=67.047122, expected=52.000000 predicted=62.286612, expected=28.000000 predicted=57.622758, expected=36.000000 predicted=50.579829, expected=52.000000 predicted=44.832033, expected=12.000000 predicted=40.922723, expected=32.000000 predicted=37.217285, expected=40.000000 predicted=32.626472, expected=84.000000 predicted=45.508737, expected=28.000000 predicted=41.551062, expected=64.000000 predicted=46.766865, expected=24.000000 predicted=42.114692, expected=48.000000 predicted=46.616897, expected=56.000000 predicted=52.809242, expected=60.000000 predicted=46.149657, expected=28.000000 predicted=47.237226, expected=28.000000 predicted=39.381166, expected=52.000000 predicted=45.001983, expected=28.000000 predicted=39.490035, expected=20.000000 predicted=36.748691, expected=32.000000 predicted=31.476734, expected=52.000000 predicted=35.031700, expected=28.000000 predicted=35.373106, expected=28.000000 predicted=32.502114, expected=20.000000 predicted=28.486505, expected=76.000000 predicted=41.552040, expected=36.000000 predicted=39.454616, expected=12.000000 predicted=33.227194, expected=36.000000 predicted=35.899017, expected=32.000000 predicted=31.016302, expected=28.000000 predicted=37.450690, expected=56.000000 predicted=36.866720, expected=56.000000 predicted=36.881597, expected=36.000000 predicted=41.003670, expected=24.000000 predicted=38.496160, expected=80.000000 predicted=48.460646, expected=28.000000 predicted=43.261781, expected=12.000000 predicted=39.649980, expected=4.000000 predicted=29.093833, expected=36.000000 predicted=27.542196, expected=44.000000 predicted=35.718180, expected=56.000000 predicted=33.401947, expected=28.000000 predicted=30.810473, expected=32.000000 predicted=32.961018, expected=92.000000 predicted=51.421011, expected=60.000000 predicted=50.633974, expected=44.000000 predicted=54.431664, expected=80.000000 predicted=59.233007, expected=12.000000 predicted=45.569494, expected=24.000000 predicted=52.507035, expected=28.000000 predicted=39.721596, expected=44.000000 predicted=36.416788, expected=44.000000 predicted=41.837296, expected=88.000000 predicted=44.528615, expected=20.000000 predicted=38.795546, expected=48.000000 predicted=47.232885, expected=112.000000 predicted=63.112605, expected=20.000000 predicted=48.425323, expected=16.000000 predicted=54.487949, expected=36.000000 predicted=39.718137, expected=56.000000 predicted=43.614464, expected=48.000000 predicted=51.563804, expected=44.000000 predicted=38.631338, expected=28.000000 predicted=36.712542, expected=24.000000 predicted=37.249447, expected=36.000000 predicted=38.988523, expected=44.000000 predicted=37.406851, expected=88.000000 predicted=48.745540, expected=40.000000 predicted=42.722439, expected=20.000000 predicted=41.729632, expected=12.000000 predicted=37.473813, expected=64.000000 predicted=43.544066, expected=64.000000 predicted=49.697474, expected=24.000000 predicted=37.719661, expected=44.000000 predicted=40.913543, expected=48.000000 predicted=39.934956, expected=44.000000 predicted=47.143753, expected=20.000000 predicted=40.936855, expected=104.000000 predicted=52.306147, expected=44.000000 predicted=47.423517, expected=24.000000 predicted=48.031267, expected=20.000000 predicted=42.831873, expected=52.000000 predicted=39.872193, expected=72.000000 predicted=55.548229, expected=60.000000 predicted=47.421058, expected=36.000000 predicted=44.736467, expected=20.000000 predicted=40.809697, expected=52.000000 predicted=48.087755, expected=36.000000 predicted=44.074437, expected=60.000000 predicted=47.039363, expected=20.000000 predicted=36.185200, expected=36.000000 predicted=37.059191, expected=52.000000 predicted=43.625586, expected=56.000000 predicted=42.616354, expected=16.000000 predicted=39.888573, expected=56.000000 predicted=41.642573, expected=16.000000 predicted=34.515764, expected=88.000000 predicted=51.529016, expected=4.000000 predicted=36.531178, expected=32.000000 predicted=35.669162, expected=60.000000 predicted=45.304527, expected=60.000000 predicted=39.936988, expected=104.000000 predicted=66.097558, expected=80.000000 predicted=57.237030, expected=40.000000 predicted=60.936508, expected=16.000000 predicted=57.671687, expected=40.000000 predicted=53.233203, expected=20.000000 predicted=46.768646, expected=80.000000 predicted=51.122998, expected=64.000000 predicted=44.912397, expected=32.000000 predicted=40.939194, expected=60.000000 predicted=52.624356, expected=96.000000 predicted=58.221847, expected=48.000000 predicted=61.704616, expected=36.000000 predicted=57.764163, expected=40.000000 predicted=50.152305, expected=84.000000 predicted=60.331499, expected=100.000000 predicted=71.042059, expected=36.000000 predicted=56.055148, expected=64.000000 predicted=62.888179, expected=60.000000 predicted=60.874967, expected=44.000000 predicted=61.704671, expected=76.000000 predicted=67.937180, expected=52.000000 predicted=52.925978, expected=20.000000 predicted=50.778531, expected=52.000000 predicted=52.600768, expected=20.000000 predicted=39.088209, expected=32.000000 predicted=42.846035, expected=44.000000 predicted=38.402930, expected=56.000000 predicted=37.046722, expected=60.000000 predicted=46.735833, expected=28.000000 predicted=38.698225, expected=140.000000 predicted=67.654191, expected=76.000000 predicted=64.571777, expected=48.000000 predicted=68.867582, expected=64.000000 predicted=72.044439, expected=48.000000 predicted=59.687596, expected=112.000000 predicted=86.603718, expected=72.000000 predicted=69.655487, expected=40.000000 predicted=63.128740, expected=40.000000 predicted=62.731580, expected=160.000000 predicted=82.461125, expected=108.000000 predicted=87.741829, expected=32.000000 predicted=75.389300, expected=84.000000 predicted=82.342306, expected=64.000000 predicted=72.923052, expected=68.000000 predicted=86.219826, expected=60.000000 predicted=71.706424, expected=28.000000 predicted=52.067632, expected=44.000000 predicted=58.530065, expected=76.000000 predicted=57.339036, expected=32.000000 predicted=48.498231, expected=80.000000 predicted=58.648001, expected=24.000000 predicted=43.603042, expected=80.000000 predicted=58.451725, expected=76.000000 predicted=62.531300, expected=140.000000 predicted=75.855924, expected=56.000000 predicted=75.410633, expected=68.000000 predicted=74.807108, expected=144.000000 predicted=98.547675, expected=60.000000 predicted=82.654541, expected=104.000000 predicted=102.195393, expected=68.000000 predicted=81.344528, expected=64.000000 predicted=81.103005, expected=40.000000 predicted=79.855845, expected=20.000000 predicted=54.896578, expected=16.000000 predicted=49.942950, expected=56.000000 predicted=44.361386, expected=116.000000 predicted=56.547308, expected=136.000000 predicted=69.985095, expected=68.000000 predicted=69.734276, expected=52.000000 predicted=74.101838, expected=56.000000 predicted=76.912873, expected=88.000000 predicted=84.455464, expected=60.000000 predicted=76.152266, expected=40.000000 predicted=60.494857, expected=72.000000 predicted=63.156527, expected=64.000000 predicted=60.988110, expected=28.000000 predicted=56.916380, expected=12.000000 predicted=45.002087, expected=4.000000 predicted=32.644166, expected=24.000000 predicted=32.590563, expected=20.000000 predicted=24.780009, expected=28.000000 predicted=20.720968, expected=44.000000 predicted=24.416051, expected=32.000000 predicted=25.014384, expected=28.000000 predicted=29.992143, expected=32.000000 predicted=30.871788, expected=40.000000 predicted=33.757348, expected=24.000000 predicted=32.521433, expected=64.000000 predicted=39.986341, expected=52.000000 predicted=39.960366, expected=24.000000 predicted=38.185724, expected=12.000000 predicted=35.589158, expected=20.000000 predicted=30.145230, expected=80.000000 predicted=45.078758, expected=132.000000 predicted=60.096998, expected=28.000000 predicted=46.602574, expected=60.000000 predicted=60.095704, expected=60.000000 predicted=60.519092, expected=44.000000 predicted=62.355341, expected=24.000000 predicted=58.791907, expected=44.000000 predicted=42.983788, expected=108.000000 predicted=60.680490, expected=52.000000 predicted=53.383050, expected=24.000000 predicted=50.074901, expected=60.000000 predicted=53.940672, expected=48.000000 predicted=51.217166, expected=12.000000 predicted=48.632599, expected=32.000000 predicted=39.921034, expected=56.000000 predicted=38.226191, expected=64.000000 predicted=46.205694, expected=108.000000 predicted=60.157956, expected=28.000000 predicted=46.472292, expected=44.000000 predicted=56.676421, expected=20.000000 predicted=49.613899, expected=16.000000 predicted=41.938020, expected=60.000000 predicted=49.871246, expected=48.000000 predicted=34.977663, expected=32.000000 predicted=37.549485, expected=32.000000 predicted=35.633398, expected=56.000000 predicted=40.664380, expected=20.000000 predicted=38.595195, expected=32.000000 predicted=37.984288, expected=36.000000 predicted=34.549412, expected=60.000000 predicted=40.083479, expected=4.000000 predicted=32.193809, expected=12.000000 predicted=27.485120, expected=84.000000 predicted=42.134152, expected=76.000000 predicted=44.438755, expected=40.000000 predicted=47.852378, expected=88.000000 predicted=56.627097, expected=56.000000 predicted=55.050513, expected=48.000000 predicted=64.743810, expected=116.000000 predicted=77.083946, expected=24.000000 predicted=54.274742, expected=44.000000 predicted=65.446971, expected=28.000000 predicted=50.248764, expected=44.000000 predicted=47.317752, expected=32.000000 predicted=48.757495, expected=24.000000 predicted=31.550326, expected=12.000000 predicted=29.695124, expected=24.000000 predicted=26.637689, expected=76.000000 predicted=38.977099, expected=4.000000 predicted=24.766701, expected=20.000000 predicted=29.371292, expected=36.000000 predicted=28.770217, expected=24.000000 predicted=26.994934, expected=20.000000 predicted=31.761577, expected=40.000000 predicted=25.396210, expected=20.000000 predicted=24.689821, expected=64.000000 predicted=37.951825, expected=40.000000 predicted=34.066342, expected=40.000000 predicted=37.936685, expected=20.000000 predicted=36.801689, expected=84.000000 predicted=47.416333, expected=76.000000 predicted=54.559848, expected=24.000000 predicted=45.663991, expected=36.000000 predicted=49.079043, expected=60.000000 predicted=48.335094, expected=44.000000 predicted=51.616083, expected=72.000000 predicted=56.290658, expected=28.000000 predicted=41.614272, expected=20.000000 predicted=41.963584, expected=24.000000 predicted=40.531280, expected=40.000000 predicted=36.478691, expected=56.000000 predicted=42.054163, expected=52.000000 predicted=38.020592, expected=88.000000 predicted=51.147467, expected=24.000000 predicted=43.810195, expected=32.000000 predicted=49.037973, expected=60.000000 predicted=52.751273, expected=40.000000 predicted=45.584687, expected=56.000000 predicted=53.365856, expected=60.000000 predicted=46.317668, expected=12.000000 predicted=39.323011, expected=48.000000 predicted=48.670952, expected=32.000000 predicted=38.510770, expected=48.000000 predicted=43.159668, expected=24.000000 predicted=37.322120, expected=52.000000 predicted=37.189711, expected=60.000000 predicted=45.109832, expected=72.000000 predicted=49.461528, expected=16.000000 predicted=43.415267, expected=12.000000 predicted=38.097013, expected=88.000000 predicted=53.331993, expected=48.000000 predicted=45.358645, expected=40.000000 predicted=48.829050, expected=88.000000 predicted=53.691262, expected=52.000000 predicted=50.015602, expected=8.000000 predicted=52.482190, expected=80.000000 predicted=57.554098, expected=56.000000 predicted=49.276616, expected=16.000000 predicted=48.796393, expected=12.000000 predicted=38.813108, expected=44.000000 predicted=34.084421, expected=12.000000 predicted=33.167333, expected=8.000000 predicted=25.642028, expected=40.000000 predicted=24.223640, expected=32.000000 predicted=22.575374, expected=60.000000 predicted=36.661077, expected=32.000000 predicted=30.401145, expected=20.000000 predicted=31.106216, expected=48.000000 predicted=40.487030, expected=28.000000 predicted=33.423152, expected=16.000000 predicted=33.907585, expected=32.000000 predicted=30.693254, expected=28.000000 predicted=26.726089, expected=40.000000 predicted=33.390681, expected=28.000000 predicted=28.753904, expected=36.000000 predicted=30.592260, expected=12.000000 predicted=27.644415, expected=8.000000 predicted=24.097882, expected=20.000000 predicted=24.013488, expected=28.000000 predicted=21.386867, expected=8.000000 predicted=18.060818, expected=96.000000 predicted=36.042875, expected=8.000000 predicted=22.609281, expected=32.000000 predicted=35.418471, expected=40.000000 predicted=36.221095, expected=32.000000 predicted=31.437877, expected=52.000000 predicted=47.450450, expected=4.000000 predicted=24.566563, expected=8.000000 predicted=27.748461, expected=24.000000 predicted=26.335017, expected=16.000000 predicted=20.106606, expected=16.000000 predicted=21.417172, expected=64.000000 predicted=25.857632, expected=44.000000 predicted=27.770014, expected=24.000000 predicted=32.133217, expected=52.000000 predicted=38.834972, expected=8.000000 predicted=29.356680, expected=32.000000 predicted=38.943956, expected=8.000000 predicted=25.892152, expected=28.000000 predicted=25.093271, expected=24.000000 predicted=25.864846, expected=40.000000 predicted=24.088326, expected=52.000000 predicted=33.031035, expected=16.000000 predicted=26.076201, expected=60.000000 predicted=40.560271, expected=24.000000 predicted=32.808541, expected=20.000000 predicted=34.760220, expected=60.000000 predicted=42.022114, expected=20.000000 predicted=28.937438, expected=12.000000 predicted=33.617065, expected=4.000000 predicted=22.167415, expected=8.000000 Test MSE: 927.067
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504])] predicted=18.839915, expected=12.000000 predicted=13.260827, expected=16.000000 predicted=20.941545, expected=4.000000 predicted=10.195527, expected=12.000000 predicted=11.719862, expected=36.000000 predicted=22.710324, expected=212.000000 predicted=113.756735, expected=36.000000 predicted=71.543377, expected=28.000000 predicted=35.838637, expected=20.000000 predicted=35.625656, expected=28.000000 predicted=72.123317, expected=52.000000 predicted=31.838300, expected=44.000000 predicted=40.622591, expected=92.000000 predicted=61.103128, expected=56.000000 predicted=58.933990, expected=24.000000 predicted=42.394900, expected=12.000000 predicted=26.322594, expected=8.000000 predicted=30.842745, expected=8.000000 predicted=16.712658, expected=12.000000 predicted=11.674096, expected=12.000000 predicted=11.021190, expected=20.000000 predicted=14.549611, expected=8.000000 predicted=11.197737, expected=56.000000 predicted=32.260291, expected=16.000000 predicted=24.741037, expected=4.000000 predicted=12.866522, expected=20.000000 predicted=14.469204, expected=20.000000 predicted=28.575759, expected=20.000000 predicted=16.575506, expected=8.000000 predicted=10.528646, expected=16.000000 predicted=15.909508, expected=12.000000 predicted=14.687832, expected=20.000000 predicted=17.313991, expected=4.000000 predicted=8.921171, expected=4.000000 predicted=7.747956, expected=16.000000 predicted=11.684962, expected=24.000000 predicted=19.852561, expected=12.000000 predicted=12.326814, expected=20.000000 predicted=14.810510, expected=4.000000 predicted=12.008873, expected=12.000000 predicted=13.122380, expected=184.000000 predicted=92.453803, expected=28.000000 predicted=63.170388, expected=4.000000 predicted=17.950228, expected=16.000000 predicted=20.713744, expected=24.000000 predicted=61.652084, expected=28.000000 predicted=18.338644, expected=8.000000 predicted=11.972383, expected=12.000000 predicted=13.664849, expected=20.000000 predicted=18.992000, expected=8.000000 predicted=15.187530, expected=12.000000 predicted=9.658644, expected=8.000000 predicted=10.422086, expected=52.000000 predicted=31.480648, expected=32.000000 predicted=29.335573, expected=28.000000 predicted=26.173729, expected=4.000000 predicted=13.871924, expected=8.000000 predicted=19.881452, expected=8.000000 predicted=12.557169, expected=12.000000 predicted=13.440673, expected=16.000000 predicted=10.737301, expected=24.000000 predicted=17.710648, expected=4.000000 predicted=10.464499, expected=12.000000 predicted=10.971105, expected=8.000000 predicted=11.219638, expected=16.000000 predicted=15.252164, expected=4.000000 predicted=6.452401, expected=36.000000 predicted=21.616446, expected=4.000000 predicted=12.778413, expected=8.000000 predicted=10.102850, expected=4.000000 predicted=5.824794, expected=40.000000 predicted=28.786947, expected=24.000000 predicted=20.657060, expected=16.000000 predicted=17.038087, expected=20.000000 predicted=16.752073, expected=4.000000 predicted=18.105343, expected=8.000000 predicted=10.412686, expected=40.000000 predicted=24.499827, expected=12.000000 predicted=19.873743, expected=24.000000 predicted=16.395525, expected=12.000000 predicted=15.502274, expected=32.000000 predicted=28.901903, expected=8.000000 predicted=14.199484, expected=8.000000 predicted=13.015991, expected=12.000000 predicted=11.196596, expected=12.000000 predicted=16.458858, expected=4.000000 predicted=6.151342, expected=4.000000 predicted=5.485329, expected=8.000000 predicted=7.946362, expected=8.000000 predicted=8.351756, expected=8.000000 predicted=6.586711, expected=28.000000 predicted=16.467975, expected=4.000000 predicted=11.045250, expected=12.000000 predicted=9.803230, expected=12.000000 predicted=11.508369, expected=16.000000 predicted=17.525153, expected=16.000000 predicted=12.103123, expected=16.000000 predicted=15.317539, expected=12.000000 predicted=13.284864, expected=24.000000 predicted=18.903230, expected=16.000000 predicted=17.681505, expected=4.000000 predicted=10.550724, expected=8.000000 predicted=8.737556, expected=8.000000 predicted=11.854325, expected=8.000000 predicted=8.992806, expected=4.000000 predicted=4.733359, expected=16.000000 predicted=10.883309, expected=28.000000 predicted=18.995544, expected=16.000000 predicted=16.665312, expected=12.000000 predicted=12.085618, expected=8.000000 predicted=12.357945, expected=8.000000 predicted=13.042100, expected=12.000000 predicted=11.060939, expected=4.000000 predicted=7.650699, expected=8.000000 predicted=6.989720, expected=20.000000 predicted=13.530332, expected=4.000000 predicted=9.736919, expected=28.000000 predicted=15.729897, expected=12.000000 predicted=15.152382, expected=36.000000 predicted=25.668100, expected=32.000000 predicted=25.485299, expected=4.000000 predicted=18.449781, expected=28.000000 predicted=18.868549, expected=12.000000 predicted=22.220194, expected=24.000000 predicted=21.772393, expected=12.000000 predicted=12.729492, expected=8.000000 predicted=14.937272, expected=4.000000 predicted=7.102991, expected=20.000000 predicted=16.498068, expected=16.000000 predicted=14.625028, expected=12.000000 predicted=11.936316, expected=12.000000 predicted=10.733630, expected=20.000000 predicted=18.178901, expected=8.000000 predicted=12.626613, expected=4.000000 predicted=7.462117, expected=16.000000 predicted=12.071399, expected=4.000000 predicted=10.559228, expected=20.000000 predicted=12.234051, expected=4.000000 predicted=8.160328, expected=20.000000 predicted=15.094050, expected=16.000000 predicted=13.588781, expected=20.000000 predicted=18.958962, expected=8.000000 predicted=10.263766, expected=16.000000 predicted=15.734519, expected=12.000000 predicted=13.717585, expected=4.000000 predicted=10.001087, expected=20.000000 predicted=12.604527, expected=24.000000 predicted=20.232431, expected=16.000000 predicted=16.527384, expected=4.000000 predicted=8.179706, expected=4.000000 predicted=9.366641, expected=16.000000 predicted=14.272464, expected=12.000000 predicted=12.589470, expected=20.000000 predicted=13.353961, expected=8.000000 predicted=10.591805, expected=12.000000 predicted=12.703691, expected=16.000000 predicted=13.818984, expected=12.000000 predicted=14.676875, expected=16.000000 predicted=12.669551, expected=8.000000 predicted=11.411121, expected=12.000000 predicted=12.156692, expected=20.000000 predicted=15.493640, expected=4.000000 predicted=10.932604, expected=12.000000 predicted=9.252545, expected=12.000000 predicted=12.116404, expected=20.000000 predicted=17.254356, expected=8.000000 predicted=9.693619, expected=16.000000 predicted=13.589386, expected=40.000000 predicted=26.141367, expected=4.000000 predicted=16.917441, expected=12.000000 predicted=10.238744, expected=4.000000 predicted=10.316383, expected=24.000000 predicted=21.908093, expected=24.000000 predicted=16.830223, expected=4.000000 predicted=11.663406, expected=36.000000 predicted=20.388102, expected=20.000000 predicted=24.922588, expected=16.000000 predicted=18.926545, expected=28.000000 predicted=19.386745, expected=32.000000 predicted=31.910803, expected=4.000000 predicted=14.898473, expected=16.000000 predicted=14.249653, expected=12.000000 predicted=17.201075, expected=8.000000 predicted=14.085686, expected=12.000000 predicted=8.336938, expected=12.000000 predicted=13.082557, expected=20.000000 predicted=15.304690, expected=12.000000 predicted=12.892955, expected=4.000000 predicted=8.794335, expected=4.000000 predicted=6.682147, expected=20.000000 predicted=15.312519, expected=24.000000 predicted=18.329279, expected=16.000000 predicted=14.748150, expected=12.000000 predicted=12.274633, expected=12.000000 predicted=15.024236, expected=4.000000 predicted=10.995466, expected=16.000000 predicted=12.336885, expected=8.000000 predicted=10.479567, expected=16.000000 predicted=12.665307, expected=12.000000 predicted=10.947788, expected=12.000000 predicted=13.285763, expected=8.000000 predicted=9.123077, expected=12.000000 predicted=12.142206, expected=8.000000 predicted=9.715571, expected=20.000000 predicted=14.520432, expected=12.000000 predicted=12.697803, expected=24.000000 predicted=17.909506, expected=16.000000 predicted=16.096405, expected=16.000000 predicted=17.489321, expected=4.000000 predicted=9.602148, expected=4.000000 predicted=9.622151, expected=28.000000 predicted=17.719697, expected=16.000000 predicted=17.685279, expected=56.000000 predicted=31.645908, expected=44.000000 predicted=36.771226, expected=64.000000 predicted=50.449331, expected=60.000000 predicted=50.727067, expected=72.000000 predicted=66.063542, expected=116.000000 predicted=85.523670, expected=100.000000 predicted=94.508841, expected=92.000000 predicted=87.732323, expected=212.000000 predicted=146.257090, expected=156.000000 predicted=158.097021, expected=184.000000 predicted=157.475308, expected=164.000000 predicted=156.454671, expected=164.000000 predicted=179.972820, expected=228.000000 predicted=190.810733, expected=356.000000 predicted=275.408236, expected=376.000000 predicted=313.739941, expected=528.000000 predicted=405.738533, expected=416.000000 predicted=409.800345, expected=32.000000 predicted=223.341537, expected=28.000000 predicted=131.789651, expected=32.000000 predicted=154.559119, expected=20.000000 predicted=103.969266, expected=20.000000 predicted=9.633953, expected=24.000000 predicted=23.727914, expected=12.000000 predicted=19.044181, expected=20.000000 predicted=17.916472, expected=20.000000 predicted=19.778158, expected=48.000000 predicted=35.729776, expected=16.000000 predicted=22.196926, expected=36.000000 predicted=28.776345, expected=12.000000 predicted=19.628334, expected=32.000000 predicted=31.342101, expected=4.000000 predicted=12.357791, expected=24.000000 predicted=22.465125, expected=16.000000 predicted=16.135152, expected=24.000000 predicted=24.010852, expected=16.000000 predicted=14.705301, expected=12.000000 predicted=16.251785, expected=8.000000 predicted=10.670125, expected=20.000000 predicted=17.967431, expected=16.000000 predicted=16.299983, expected=12.000000 predicted=12.914807, expected=28.000000 predicted=19.863175, expected=4.000000 predicted=13.292041, expected=4.000000 predicted=7.023755, expected=8.000000 predicted=7.906223, expected=24.000000 predicted=20.674689, expected=4.000000 predicted=7.836297, expected=24.000000 predicted=15.310657, expected=20.000000 predicted=18.244511, expected=28.000000 predicted=25.364801, expected=8.000000 predicted=11.727297, expected=28.000000 predicted=23.166479, expected=8.000000 predicted=15.022207, expected=8.000000 predicted=12.685498, expected=24.000000 predicted=16.216594, expected=12.000000 predicted=18.190961, expected=4.000000 predicted=6.604326, expected=24.000000 predicted=15.980889, expected=4.000000 predicted=12.964164, expected=12.000000 predicted=10.019822, expected=28.000000 predicted=18.649978, expected=68.000000 predicted=48.260733, expected=8.000000 predicted=20.848341, expected=84.000000 predicted=51.627535, expected=68.000000 predicted=62.550770, expected=12.000000 predicted=38.999298, expected=8.000000 predicted=10.379326, expected=16.000000 predicted=30.264357, expected=4.000000 predicted=18.839483, expected=8.000000 predicted=6.491062, expected=8.000000 predicted=7.837284, expected=16.000000 predicted=13.912481, expected=8.000000 predicted=8.645788, expected=8.000000 predicted=8.327947, expected=20.000000 predicted=14.476294, expected=12.000000 predicted=14.563099, expected=4.000000 predicted=6.895729, expected=4.000000 predicted=5.251143, expected=16.000000 predicted=13.895517, expected=12.000000 predicted=12.230772, expected=8.000000 predicted=8.053247, expected=12.000000 predicted=9.578090, expected=24.000000 predicted=19.326819, expected=12.000000 predicted=14.487241, expected=92.000000 predicted=54.062503, expected=24.000000 predicted=36.817349, expected=16.000000 predicted=22.148222, expected=16.000000 predicted=16.418424, expected=12.000000 predicted=30.907625, expected=8.000000 predicted=10.481222, expected=12.000000 predicted=11.672209, expected=12.000000 predicted=12.594748, expected=12.000000 predicted=11.779274, expected=4.000000 predicted=6.821303, expected=16.000000 predicted=12.382002, expected=16.000000 predicted=14.720790, expected=12.000000 predicted=12.861242, expected=8.000000 predicted=8.269801, expected=12.000000 predicted=12.221155, expected=12.000000 predicted=12.594810, expected=8.000000 predicted=9.652462, expected=4.000000 predicted=5.916262, expected=12.000000 predicted=10.121195, expected=8.000000 predicted=9.492945, expected=28.000000 predicted=18.540106, expected=16.000000 predicted=15.919815, expected=20.000000 predicted=17.805480, expected=12.000000 predicted=13.296752, expected=8.000000 predicted=13.804782, expected=48.000000 predicted=30.767079, expected=20.000000 predicted=25.887583, expected=12.000000 predicted=14.697481, expected=8.000000 predicted=9.835883, expected=8.000000 predicted=17.120976, expected=24.000000 predicted=18.067312, expected=12.000000 predicted=14.249355, expected=4.000000 predicted=7.158335, expected=40.000000 predicted=24.458756, expected=8.000000 predicted=18.664212, expected=12.000000 predicted=11.540843, expected=12.000000 predicted=10.529324, expected=4.000000 predicted=14.047324, expected=8.000000 predicted=6.367329, expected=4.000000 predicted=6.640023, expected=32.000000 predicted=20.499023, expected=4.000000 predicted=10.133499, expected=4.000000 predicted=5.782989, expected=8.000000 predicted=6.432374, expected=32.000000 predicted=25.898854, expected=8.000000 predicted=11.774061, expected=8.000000 predicted=7.999292, expected=4.000000 predicted=6.356888, expected=12.000000 predicted=14.460788, expected=8.000000 predicted=8.059943, expected=8.000000 predicted=8.017501, expected=44.000000 predicted=26.251061, expected=16.000000 predicted=21.342676, expected=8.000000 predicted=10.887927, expected=24.000000 predicted=17.345595, expected=20.000000 predicted=26.011846, expected=8.000000 predicted=11.999508, expected=48.000000 predicted=29.648437, expected=148.000000 predicted=95.166860, expected=92.000000 predicted=87.717306, expected=12.000000 predicted=34.158340, expected=20.000000 predicted=29.736082, expected=12.000000 predicted=44.232070, expected=24.000000 predicted=32.665091, expected=12.000000 predicted=12.653327, expected=4.000000 predicted=9.874548, expected=16.000000 predicted=12.330137, expected=4.000000 predicted=10.929646, expected=12.000000 predicted=9.851275, expected=24.000000 predicted=16.392109, expected=48.000000 predicted=34.750584, expected=4.000000 predicted=14.256909, expected=36.000000 predicted=24.682943, expected=4.000000 predicted=16.079081, expected=8.000000 predicted=16.308462, expected=20.000000 predicted=12.802922, expected=4.000000 predicted=14.656063, expected=8.000000 predicted=5.874954, expected=24.000000 predicted=16.656822, expected=4.000000 predicted=11.933644, expected=20.000000 predicted=12.830394, expected=4.000000 predicted=8.758001, expected=124.000000 predicted=72.570143, expected=4.000000 predicted=30.798960, expected=8.000000 predicted=13.840619, expected=4.000000 predicted=6.901732, expected=16.000000 predicted=36.617277, expected=16.000000 predicted=10.053349, expected=8.000000 predicted=10.042486, expected=32.000000 predicted=20.234537, expected=16.000000 predicted=19.578651, expected=16.000000 predicted=16.358919, expected=20.000000 predicted=16.690097, expected=12.000000 predicted=18.423898, expected=28.000000 predicted=21.153158, expected=28.000000 predicted=24.951237, expected=32.000000 predicted=28.328979, expected=8.000000 predicted=15.035770, expected=20.000000 predicted=19.815013, expected=20.000000 predicted=21.345533, expected=8.000000 predicted=15.773461, expected=40.000000 predicted=24.947730, expected=12.000000 predicted=20.115847, expected=16.000000 predicted=16.516864, expected=20.000000 Test MSE: 1291.334
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363])] predicted=84.642049, expected=72.000000 predicted=88.448465, expected=156.000000 predicted=101.744993, expected=144.000000 predicted=128.038921, expected=60.000000 predicted=83.705327, expected=44.000000 predicted=78.283653, expected=72.000000 predicted=76.967035, expected=52.000000 predicted=89.441332, expected=60.000000 predicted=84.570402, expected=144.000000 predicted=89.010055, expected=96.000000 predicted=77.105089, expected=92.000000 predicted=87.010820, expected=104.000000 predicted=88.107937, expected=80.000000 predicted=81.029784, expected=72.000000 predicted=101.135635, expected=136.000000 predicted=106.084075, expected=96.000000 predicted=95.948971, expected=96.000000 predicted=99.689579, expected=36.000000 predicted=73.290631, expected=60.000000 predicted=69.694912, expected=68.000000 predicted=88.699729, expected=60.000000 predicted=70.808472, expected=84.000000 predicted=79.593605, expected=148.000000 predicted=86.670634, expected=88.000000 predicted=82.848581, expected=104.000000 predicted=91.906389, expected=56.000000 predicted=75.534319, expected=60.000000 predicted=76.116292, expected=152.000000 predicted=124.143649, expected=88.000000 predicted=90.568202, expected=52.000000 predicted=83.163113, expected=108.000000 predicted=85.655734, expected=44.000000 predicted=64.737866, expected=116.000000 predicted=110.917678, expected=124.000000 predicted=100.074718, expected=108.000000 predicted=87.340674, expected=68.000000 predicted=94.480642, expected=180.000000 predicted=109.284107, expected=140.000000 predicted=126.852338, expected=72.000000 predicted=108.077681, expected=40.000000 predicted=89.185005, expected=88.000000 predicted=82.132157, expected=68.000000 predicted=105.204182, expected=148.000000 predicted=117.721474, expected=96.000000 predicted=89.469477, expected=124.000000 predicted=89.995402, expected=24.000000 predicted=76.454529, expected=28.000000 predicted=59.051292, expected=120.000000 predicted=108.488766, expected=72.000000 predicted=78.033570, expected=72.000000 predicted=87.277377, expected=72.000000 predicted=59.911341, expected=88.000000 predicted=65.072267, expected=84.000000 predicted=93.000347, expected=48.000000 predicted=66.640309, expected=108.000000 predicted=84.089936, expected=68.000000 predicted=74.194711, expected=120.000000 predicted=94.378371, expected=164.000000 predicted=115.237885, expected=84.000000 predicted=85.132706, expected=44.000000 predicted=88.550038, expected=44.000000 predicted=69.301419, expected=92.000000 predicted=92.268795, expected=80.000000 predicted=100.846407, expected=48.000000 predicted=66.526991, expected=64.000000 predicted=59.365060, expected=136.000000 predicted=83.443763, expected=24.000000 predicted=66.292025, expected=68.000000 predicted=72.176000, expected=92.000000 predicted=72.015063, expected=80.000000 predicted=71.427477, expected=148.000000 predicted=118.555064, expected=96.000000 predicted=76.776484, expected=48.000000 predicted=74.453922, expected=120.000000 predicted=101.659569, expected=56.000000 predicted=77.411723, expected=112.000000 predicted=110.641253, expected=96.000000 predicted=94.166546, expected=76.000000 predicted=73.263835, expected=104.000000 predicted=103.479804, expected=108.000000 predicted=87.307109, expected=84.000000 predicted=97.254317, expected=116.000000 predicted=102.436393, expected=68.000000 predicted=83.008894, expected=56.000000 predicted=83.037535, expected=140.000000 predicted=108.165914, expected=88.000000 predicted=88.994377, expected=116.000000 predicted=107.588318, expected=72.000000 predicted=83.192522, expected=72.000000 predicted=75.986780, expected=60.000000 predicted=93.604520, expected=84.000000 predicted=81.356010, expected=48.000000 predicted=77.634861, expected=76.000000 predicted=70.440519, expected=96.000000 predicted=78.562207, expected=88.000000 predicted=75.209224, expected=52.000000 predicted=72.602516, expected=80.000000 predicted=68.787164, expected=60.000000 predicted=70.534641, expected=60.000000 predicted=73.486309, expected=172.000000 predicted=107.552878, expected=84.000000 predicted=79.827090, expected=40.000000 predicted=73.954860, expected=28.000000 predicted=59.493333, expected=100.000000 predicted=74.637862, expected=44.000000 predicted=89.937783, expected=120.000000 predicted=85.654220, expected=104.000000 predicted=76.223636, expected=104.000000 predicted=76.045939, expected=68.000000 predicted=89.804243, expected=48.000000 predicted=62.885396, expected=52.000000 predicted=81.267678, expected=80.000000 predicted=80.740066, expected=88.000000 predicted=83.800998, expected=60.000000 predicted=66.457917, expected=92.000000 predicted=71.190346, expected=96.000000 predicted=76.708058, expected=44.000000 predicted=69.461885, expected=84.000000 predicted=81.390371, expected=64.000000 predicted=67.134533, expected=80.000000 predicted=79.471489, expected=36.000000 predicted=67.489531, expected=92.000000 predicted=66.010724, expected=88.000000 predicted=80.180648, expected=28.000000 predicted=55.622665, expected=92.000000 predicted=77.772783, expected=76.000000 predicted=62.197772, expected=52.000000 predicted=70.607761, expected=52.000000 predicted=68.284141, expected=140.000000 predicted=77.445329, expected=68.000000 predicted=81.139241, expected=64.000000 predicted=74.409310, expected=92.000000 predicted=76.600737, expected=44.000000 predicted=60.199955, expected=124.000000 predicted=108.158123, expected=136.000000 predicted=96.605207, expected=8.000000 predicted=59.736254, expected=20.000000 predicted=64.073167, expected=56.000000 predicted=53.127918, expected=72.000000 predicted=77.690411, expected=40.000000 predicted=71.984130, expected=48.000000 predicted=36.546609, expected=108.000000 predicted=60.805782, expected=76.000000 predicted=66.716312, expected=64.000000 predicted=69.924270, expected=44.000000 predicted=54.649272, expected=84.000000 predicted=66.302221, expected=24.000000 predicted=64.922606, expected=16.000000 predicted=47.246584, expected=112.000000 predicted=71.066546, expected=88.000000 predicted=62.726762, expected=64.000000 predicted=71.713174, expected=104.000000 predicted=70.060968, expected=116.000000 predicted=75.063912, expected=56.000000 predicted=87.346281, expected=28.000000 predicted=68.096244, expected=40.000000 predicted=57.611083, expected=84.000000 predicted=77.583850, expected=64.000000 predicted=75.648349, expected=136.000000 predicted=83.898847, expected=84.000000 predicted=68.474047, expected=44.000000 predicted=60.602169, expected=92.000000 predicted=86.433793, expected=52.000000 predicted=65.604436, expected=44.000000 predicted=80.246326, expected=32.000000 predicted=57.718833, expected=68.000000 predicted=53.132737, expected=104.000000 predicted=80.418988, expected=72.000000 predicted=63.836303, expected=60.000000 predicted=60.765018, expected=48.000000 predicted=53.115080, expected=44.000000 predicted=58.590166, expected=48.000000 predicted=66.827996, expected=68.000000 predicted=61.987293, expected=68.000000 predicted=60.077272, expected=40.000000 predicted=49.413055, expected=76.000000 predicted=59.209488, expected=48.000000 predicted=52.816948, expected=52.000000 predicted=58.469956, expected=40.000000 predicted=54.178420, expected=132.000000 predicted=74.030227, expected=116.000000 predicted=88.165867, expected=32.000000 predicted=58.596377, expected=64.000000 predicted=68.167285, expected=64.000000 predicted=60.776807, expected=52.000000 predicted=79.867838, expected=48.000000 predicted=71.975958, expected=80.000000 predicted=56.264036, expected=76.000000 predicted=66.680756, expected=40.000000 predicted=56.867593, expected=52.000000 predicted=55.829609, expected=56.000000 predicted=54.096317, expected=44.000000 predicted=57.988829, expected=36.000000 predicted=52.975195, expected=128.000000 predicted=71.329301, expected=84.000000 predicted=68.389024, expected=56.000000 predicted=64.506860, expected=56.000000 predicted=61.694142, expected=48.000000 predicted=52.554318, expected=68.000000 predicted=82.386459, expected=80.000000 predicted=72.961747, expected=84.000000 predicted=68.383817, expected=120.000000 predicted=83.941708, expected=44.000000 predicted=62.284748, expected=60.000000 predicted=70.479379, expected=156.000000 predicted=103.230879, expected=68.000000 predicted=81.101436, expected=72.000000 predicted=93.724792, expected=48.000000 predicted=62.667959, expected=152.000000 predicted=95.156001, expected=72.000000 predicted=103.576081, expected=112.000000 predicted=90.374531, expected=112.000000 predicted=96.893896, expected=84.000000 predicted=80.512860, expected=64.000000 predicted=103.889884, expected=68.000000 predicted=76.777670, expected=68.000000 predicted=84.334788, expected=32.000000 predicted=69.608844, expected=100.000000 predicted=79.346827, expected=36.000000 predicted=55.526704, expected=80.000000 predicted=68.195022, expected=52.000000 predicted=62.276543, expected=36.000000 predicted=43.831046, expected=48.000000 predicted=65.703102, expected=36.000000 predicted=40.534541, expected=44.000000 predicted=53.883015, expected=40.000000 predicted=44.120158, expected=48.000000 predicted=41.589266, expected=84.000000 predicted=57.933254, expected=20.000000 predicted=37.960104, expected=4.000000 predicted=32.722338, expected=36.000000 predicted=37.070473, expected=28.000000 predicted=33.496382, expected=48.000000 predicted=49.602617, expected=36.000000 predicted=30.010015, expected=108.000000 predicted=50.361712, expected=56.000000 predicted=51.359875, expected=48.000000 predicted=48.180655, expected=44.000000 predicted=53.107048, expected=68.000000 predicted=53.566788, expected=64.000000 predicted=73.498227, expected=64.000000 predicted=59.185229, expected=48.000000 predicted=53.329567, expected=88.000000 predicted=64.106518, expected=72.000000 predicted=68.612767, expected=36.000000 predicted=56.578538, expected=36.000000 predicted=54.274690, expected=52.000000 predicted=50.575787, expected=48.000000 predicted=58.801162, expected=72.000000 predicted=61.799850, expected=52.000000 predicted=48.099181, expected=44.000000 predicted=46.176664, expected=60.000000 predicted=55.520150, expected=68.000000 predicted=56.711913, expected=40.000000 predicted=55.810066, expected=100.000000 predicted=68.684671, expected=20.000000 predicted=44.887317, expected=68.000000 predicted=60.742378, expected=68.000000 predicted=64.660880, expected=80.000000 predicted=59.594727, expected=64.000000 predicted=75.741171, expected=48.000000 predicted=47.634415, expected=52.000000 predicted=61.189503, expected=92.000000 predicted=71.814813, expected=56.000000 predicted=66.249797, expected=40.000000 predicted=56.355961, expected=76.000000 predicted=61.801146, expected=32.000000 predicted=48.699168, expected=56.000000 predicted=64.715530, expected=92.000000 predicted=66.334482, expected=128.000000 predicted=77.008356, expected=24.000000 predicted=62.619869, expected=60.000000 predicted=58.228873, expected=52.000000 predicted=60.438407, expected=72.000000 predicted=71.617573, expected=52.000000 predicted=77.033879, expected=80.000000 predicted=55.025652, expected=84.000000 predicted=70.027326, expected=76.000000 predicted=67.234026, expected=60.000000 predicted=69.839309, expected=36.000000 predicted=54.722004, expected=60.000000 predicted=65.968266, expected=136.000000 predicted=90.072466, expected=56.000000 predicted=69.287708, expected=72.000000 predicted=70.967820, expected=52.000000 predicted=58.968465, expected=56.000000 predicted=61.722656, expected=72.000000 predicted=86.755342, expected=64.000000 predicted=60.496119, expected=60.000000 predicted=64.561074, expected=112.000000 predicted=75.976993, expected=76.000000 predicted=70.582400, expected=56.000000 predicted=70.044859, expected=68.000000 predicted=70.622590, expected=60.000000 predicted=64.181997, expected=40.000000 predicted=70.342711, expected=56.000000 predicted=61.916783, expected=116.000000 predicted=74.578166, expected=76.000000 predicted=71.129758, expected=36.000000 predicted=58.894380, expected=36.000000 predicted=50.967164, expected=112.000000 predicted=74.364562, expected=80.000000 predicted=84.394747, expected=40.000000 predicted=62.645493, expected=96.000000 predicted=69.235042, expected=124.000000 predicted=79.350641, expected=44.000000 predicted=79.979708, expected=44.000000 predicted=69.738906, expected=44.000000 predicted=53.618087, expected=24.000000 predicted=56.160600, expected=40.000000 predicted=64.682525, expected=60.000000 predicted=46.341537, expected=60.000000 predicted=48.090102, expected=84.000000 predicted=59.322314, expected=40.000000 predicted=44.162658, expected=32.000000 predicted=45.268992, expected=52.000000 predicted=54.637206, expected=84.000000 predicted=62.387044, expected=112.000000 predicted=81.996961, expected=92.000000 predicted=70.592893, expected=32.000000 predicted=53.788947, expected=84.000000 predicted=72.827414, expected=36.000000 predicted=64.224294, expected=56.000000 predicted=72.768935, expected=40.000000 predicted=61.419535, expected=108.000000 predicted=62.738081, expected=116.000000 predicted=87.029078, expected=36.000000 predicted=53.722239, expected=60.000000 predicted=67.149242, expected=48.000000 predicted=55.297463, expected=44.000000 predicted=67.511498, expected=68.000000 predicted=75.449421, expected=84.000000 predicted=58.162452, expected=108.000000 predicted=76.882685, expected=48.000000 predicted=60.342975, expected=52.000000 predicted=59.623166, expected=56.000000 predicted=65.075831, expected=24.000000 predicted=54.596182, expected=80.000000 predicted=75.381519, expected=56.000000 predicted=52.149749, expected=60.000000 predicted=55.214847, expected=40.000000 predicted=52.357513, expected=36.000000 predicted=39.381178, expected=28.000000 predicted=50.429649, expected=64.000000 predicted=51.652230, expected=88.000000 predicted=62.390873, expected=116.000000 predicted=71.203631, expected=56.000000 predicted=59.480819, expected=20.000000 predicted=46.107745, expected=40.000000 predicted=57.178459, expected=20.000000 predicted=50.483234, expected=52.000000 predicted=63.309771, expected=88.000000 predicted=58.719314, expected=48.000000 predicted=40.598163, expected=92.000000 predicted=63.701580, expected=60.000000 predicted=52.408773, expected=36.000000 predicted=53.061160, expected=36.000000 predicted=60.880957, expected=64.000000 predicted=53.633759, expected=44.000000 predicted=59.505523, expected=56.000000 predicted=53.748637, expected=128.000000 predicted=72.204597, expected=52.000000 predicted=55.104722, expected=52.000000 predicted=64.299515, expected=60.000000 predicted=60.311577, expected=92.000000 predicted=70.237535, expected=76.000000 predicted=88.104691, expected=100.000000 predicted=75.611078, expected=144.000000 predicted=94.681294, expected=52.000000 predicted=73.700932, expected=28.000000 predicted=72.839729, expected=88.000000 predicted=80.437706, expected=36.000000 predicted=66.025446, expected=40.000000 predicted=76.092653, expected=40.000000 predicted=47.668837, expected=144.000000 predicted=71.919112, expected=28.000000 predicted=61.417140, expected=44.000000 predicted=50.676685, expected=24.000000 predicted=45.122400, expected=88.000000 predicted=56.864626, expected=32.000000 predicted=72.392269, expected=76.000000 predicted=50.845232, expected=68.000000 predicted=57.999090, expected=84.000000 predicted=57.175581, expected=92.000000 predicted=83.210260, expected=88.000000 predicted=68.113827, expected=52.000000 predicted=71.754278, expected=76.000000 predicted=74.403754, expected=148.000000 predicted=101.242080, expected=60.000000 predicted=80.868740, expected=52.000000 predicted=77.487527, expected=56.000000 predicted=65.947979, expected=52.000000 predicted=64.022269, expected=36.000000 predicted=76.730349, expected=60.000000 predicted=55.718098, expected=64.000000 predicted=54.954495, expected=60.000000 predicted=56.058850, expected=56.000000 predicted=55.741668, expected=64.000000 predicted=53.913324, expected=96.000000 predicted=71.828779, expected=72.000000 Test MSE: 1075.044
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792])] predicted=72.359921, expected=116.000000 predicted=81.638757, expected=60.000000 predicted=79.870037, expected=36.000000 predicted=84.330470, expected=76.000000 predicted=83.998328, expected=84.000000 predicted=91.719473, expected=92.000000 predicted=83.351292, expected=52.000000 predicted=66.621820, expected=76.000000 predicted=65.698132, expected=64.000000 predicted=73.389544, expected=52.000000 predicted=68.831882, expected=60.000000 predicted=68.307601, expected=56.000000 predicted=58.374351, expected=152.000000 predicted=82.985545, expected=92.000000 predicted=82.395350, expected=52.000000 predicted=73.104644, expected=60.000000 predicted=75.515608, expected=44.000000 predicted=68.402782, expected=60.000000 predicted=81.463687, expected=68.000000 predicted=66.575225, expected=72.000000 predicted=59.908414, expected=104.000000 predicted=71.341029, expected=44.000000 predicted=62.751697, expected=52.000000 predicted=63.743452, expected=36.000000 predicted=60.578476, expected=64.000000 predicted=60.958172, expected=44.000000 predicted=61.773719, expected=68.000000 predicted=51.611480, expected=84.000000 predicted=60.917788, expected=116.000000 predicted=70.157132, expected=48.000000 predicted=70.367455, expected=64.000000 predicted=66.483928, expected=44.000000 predicted=67.839264, expected=40.000000 predicted=63.067391, expected=72.000000 predicted=70.041756, expected=116.000000 predicted=67.385670, expected=32.000000 predicted=61.269012, expected=36.000000 predicted=52.934821, expected=64.000000 predicted=57.613344, expected=44.000000 predicted=58.632905, expected=36.000000 predicted=59.751792, expected=64.000000 predicted=46.250595, expected=80.000000 predicted=54.473170, expected=64.000000 predicted=60.770393, expected=52.000000 predicted=55.790927, expected=68.000000 predicted=58.470406, expected=52.000000 predicted=62.076129, expected=36.000000 predicted=58.401955, expected=64.000000 predicted=57.173769, expected=44.000000 predicted=51.748150, expected=48.000000 predicted=52.899658, expected=44.000000 predicted=48.594298, expected=44.000000 predicted=44.564669, expected=32.000000 predicted=46.646515, expected=32.000000 predicted=39.655134, expected=52.000000 predicted=43.171570, expected=120.000000 predicted=59.210716, expected=56.000000 predicted=57.524795, expected=24.000000 predicted=48.296890, expected=76.000000 predicted=58.106315, expected=52.000000 predicted=59.735660, expected=44.000000 predicted=66.132392, expected=88.000000 predicted=60.342087, expected=104.000000 predicted=64.276720, expected=76.000000 predicted=75.395121, expected=40.000000 predicted=64.343799, expected=52.000000 predicted=62.171164, expected=48.000000 predicted=66.802615, expected=32.000000 predicted=60.018619, expected=92.000000 predicted=61.828631, expected=76.000000 predicted=57.983285, expected=96.000000 predicted=67.919381, expected=52.000000 predicted=65.126938, expected=44.000000 predicted=58.395279, expected=36.000000 predicted=65.323617, expected=60.000000 predicted=60.298335, expected=52.000000 predicted=60.795625, expected=36.000000 predicted=46.354852, expected=60.000000 predicted=48.775246, expected=24.000000 predicted=41.841065, expected=60.000000 predicted=49.867259, expected=44.000000 predicted=47.450494, expected=72.000000 predicted=49.196862, expected=28.000000 predicted=49.176354, expected=44.000000 predicted=41.656744, expected=56.000000 predicted=52.454134, expected=64.000000 predicted=51.000054, expected=72.000000 predicted=60.363223, expected=20.000000 predicted=43.615629, expected=68.000000 predicted=53.030392, expected=100.000000 predicted=66.369897, expected=96.000000 predicted=72.331616, expected=52.000000 predicted=69.369606, expected=64.000000 predicted=61.115112, expected=36.000000 predicted=65.279566, expected=52.000000 predicted=66.863622, expected=48.000000 predicted=61.357078, expected=60.000000 predicted=52.071295, expected=48.000000 predicted=53.212943, expected=52.000000 predicted=47.939574, expected=48.000000 predicted=51.322339, expected=52.000000 predicted=50.600875, expected=32.000000 predicted=48.486150, expected=56.000000 predicted=48.055465, expected=80.000000 predicted=56.050910, expected=76.000000 predicted=58.797197, expected=88.000000 predicted=66.342259, expected=56.000000 predicted=61.512788, expected=64.000000 predicted=67.159089, expected=40.000000 predicted=66.026983, expected=68.000000 predicted=65.109185, expected=64.000000 predicted=66.639865, expected=44.000000 predicted=54.682930, expected=52.000000 predicted=56.180011, expected=28.000000 predicted=45.929336, expected=84.000000 predicted=59.181023, expected=64.000000 predicted=59.069827, expected=36.000000 predicted=49.134905, expected=48.000000 predicted=52.118212, expected=72.000000 predicted=52.951697, expected=72.000000 predicted=65.959426, expected=36.000000 predicted=54.959594, expected=48.000000 predicted=49.625593, expected=72.000000 predicted=57.727102, expected=100.000000 predicted=70.205433, expected=192.000000 predicted=97.173402, expected=180.000000 predicted=109.679737, expected=100.000000 predicted=109.773432, expected=120.000000 predicted=121.153625, expected=156.000000 predicted=136.863973, expected=88.000000 predicted=139.062398, expected=132.000000 predicted=134.805592, expected=188.000000 predicted=134.127016, expected=184.000000 predicted=146.873907, expected=120.000000 predicted=146.760673, expected=116.000000 predicted=130.609294, expected=112.000000 predicted=136.231642, expected=120.000000 predicted=140.965394, expected=176.000000 predicted=147.231582, expected=196.000000 predicted=145.701715, expected=208.000000 predicted=158.809424, expected=124.000000 predicted=150.988030, expected=104.000000 predicted=144.145683, expected=132.000000 predicted=154.290715, expected=92.000000 predicted=141.058707, expected=96.000000 predicted=130.958539, expected=168.000000 predicted=125.328743, expected=260.000000 predicted=152.069967, expected=124.000000 predicted=146.730781, expected=92.000000 predicted=129.240056, expected=84.000000 predicted=125.928925, expected=76.000000 predicted=126.096784, expected=52.000000 predicted=123.047551, expected=116.000000 predicted=96.347198, expected=136.000000 predicted=98.888438, expected=68.000000 predicted=87.350817, expected=84.000000 predicted=87.569753, expected=64.000000 predicted=79.445556, expected=56.000000 predicted=84.483118, expected=68.000000 predicted=84.605245, expected=48.000000 predicted=62.568699, expected=116.000000 predicted=78.505779, expected=32.000000 predicted=62.468813, expected=48.000000 predicted=57.651014, expected=64.000000 predicted=64.162768, expected=64.000000 predicted=58.484091, expected=96.000000 predicted=79.439185, expected=80.000000 predicted=63.774851, expected=68.000000 predicted=67.647927, expected=84.000000 predicted=75.937716, expected=48.000000 predicted=69.013506, expected=48.000000 predicted=69.917066, expected=56.000000 predicted=64.545275, expected=84.000000 predicted=66.290302, expected=72.000000 predicted=69.459907, expected=92.000000 predicted=68.158204, expected=76.000000 predicted=70.551890, expected=52.000000 predicted=67.490849, expected=40.000000 predicted=67.198720, expected=68.000000 predicted=65.854746, expected=72.000000 predicted=70.019748, expected=60.000000 predicted=63.411437, expected=100.000000 predicted=68.580612, expected=84.000000 predicted=69.796224, expected=76.000000 predicted=75.836607, expected=80.000000 predicted=78.873658, expected=76.000000 predicted=76.090873, expected=72.000000 predicted=82.231541, expected=100.000000 predicted=83.823013, expected=136.000000 predicted=94.520658, expected=64.000000 predicted=86.208786, expected=60.000000 predicted=80.596377, expected=52.000000 predicted=75.555643, expected=44.000000 predicted=72.190432, expected=60.000000 predicted=75.555118, expected=76.000000 predicted=61.882454, expected=72.000000 predicted=62.649790, expected=68.000000 predicted=62.468373, expected=48.000000 predicted=58.073274, expected=40.000000 predicted=57.261493, expected=48.000000 predicted=58.509761, expected=68.000000 predicted=59.670150, expected=64.000000 predicted=58.985633, expected=96.000000 predicted=64.103296, expected=56.000000 predicted=60.370610, expected=68.000000 predicted=64.095936, expected=96.000000 predicted=76.874111, expected=60.000000 predicted=70.550339, expected=60.000000 predicted=74.080160, expected=68.000000 predicted=66.601310, expected=88.000000 predicted=73.462970, expected=64.000000 predicted=75.373853, expected=44.000000 predicted=61.285001, expected=100.000000 predicted=72.309755, expected=36.000000 predicted=63.670435, expected=60.000000 predicted=66.240957, expected=84.000000 predicted=67.842939, expected=96.000000 predicted=69.162186, expected=108.000000 predicted=88.223164, expected=64.000000 predicted=70.529509, expected=120.000000 predicted=88.438504, expected=48.000000 predicted=83.002922, expected=64.000000 predicted=80.324109, expected=60.000000 predicted=79.449198, expected=76.000000 predicted=69.316983, expected=68.000000 predicted=78.736904, expected=44.000000 predicted=56.822947, expected=96.000000 predicted=70.387072, expected=104.000000 predicted=77.204794, expected=108.000000 predicted=85.882364, expected=124.000000 predicted=94.352580, expected=116.000000 predicted=95.507429, expected=108.000000 predicted=108.184804, expected=88.000000 predicted=105.432433, expected=128.000000 predicted=112.406899, expected=120.000000 predicted=116.530857, expected=52.000000 predicted=98.089264, expected=68.000000 predicted=91.635338, expected=64.000000 predicted=82.456309, expected=40.000000 predicted=77.637329, expected=28.000000 predicted=64.213318, expected=56.000000 predicted=50.650829, expected=52.000000 predicted=52.978649, expected=76.000000 predicted=57.047573, expected=80.000000 predicted=58.339632, expected=76.000000 predicted=60.084233, expected=112.000000 predicted=78.565381, expected=40.000000 predicted=67.753382, expected=28.000000 predicted=63.138203, expected=48.000000 predicted=62.589769, expected=80.000000 predicted=64.941273, expected=40.000000 predicted=63.268043, expected=52.000000 predicted=47.963754, expected=20.000000 predicted=40.155220, expected=44.000000 predicted=44.735539, expected=52.000000 predicted=52.397544, expected=88.000000 predicted=52.746323, expected=76.000000 predicted=59.885149, expected=56.000000 predicted=52.903658, expected=72.000000 predicted=63.550722, expected=44.000000 predicted=60.230889, expected=56.000000 predicted=65.597076, expected=60.000000 predicted=62.513793, expected=64.000000 predicted=58.485249, expected=80.000000 predicted=66.592647, expected=56.000000 predicted=58.551164, expected=28.000000 predicted=53.448764, expected=56.000000 predicted=56.385082, expected=56.000000 predicted=56.635469, expected=56.000000 predicted=58.058297, expected=68.000000 predicted=56.482731, expected=88.000000 predicted=59.171163, expected=76.000000 predicted=67.705763, expected=52.000000 predicted=63.856419, expected=48.000000 predicted=61.233721, expected=64.000000 predicted=64.695124, expected=48.000000 predicted=63.328000, expected=76.000000 predicted=64.117794, expected=52.000000 predicted=56.659653, expected=56.000000 predicted=55.555086, expected=44.000000 predicted=56.430449, expected=48.000000 predicted=51.388957, expected=72.000000 predicted=61.704457, expected=68.000000 predicted=58.036455, expected=104.000000 predicted=69.795469, expected=132.000000 predicted=82.911487, expected=88.000000 predicted=83.476538, expected=76.000000 predicted=87.032106, expected=136.000000 predicted=100.693167, expected=64.000000 predicted=96.216997, expected=88.000000 predicted=99.274541, expected=84.000000 predicted=89.460618, expected=108.000000 predicted=90.609485, expected=92.000000 predicted=101.355564, expected=100.000000 predicted=87.921849, expected=56.000000 predicted=84.885665, expected=44.000000 predicted=74.704932, expected=64.000000 predicted=77.749739, expected=96.000000 predicted=78.504619, expected=144.000000 predicted=94.719069, expected=84.000000 predicted=82.252562, expected=44.000000 predicted=71.504766, expected=88.000000 predicted=82.916919, expected=68.000000 predicted=84.110269, expected=100.000000 predicted=95.269856, expected=108.000000 predicted=87.642840, expected=136.000000 predicted=91.509944, expected=80.000000 predicted=96.129020, expected=80.000000 predicted=89.579913, expected=116.000000 predicted=104.007900, expected=64.000000 predicted=93.744197, expected=76.000000 predicted=94.600224, expected=128.000000 predicted=94.292079, expected=108.000000 predicted=95.431492, expected=44.000000 predicted=88.361651, expected=96.000000 predicted=83.988421, expected=52.000000 predicted=78.166894, expected=56.000000 predicted=81.010203, expected=48.000000 predicted=70.501843, expected=92.000000 predicted=63.805368, expected=92.000000 predicted=79.288870, expected=48.000000 predicted=62.220939, expected=56.000000 predicted=63.335168, expected=96.000000 predicted=71.122686, expected=60.000000 predicted=74.310864, expected=96.000000 predicted=79.786830, expected=64.000000 predicted=68.352831, expected=92.000000 predicted=75.384350, expected=64.000000 predicted=80.306554, expected=68.000000 predicted=70.380843, expected=76.000000 predicted=79.260017, expected=68.000000 predicted=69.945613, expected=96.000000 predicted=81.562187, expected=164.000000 predicted=96.769344, expected=164.000000 predicted=111.969657, expected=60.000000 predicted=98.971915, expected=44.000000 predicted=87.917010, expected=48.000000 predicted=86.425129, expected=44.000000 predicted=86.764134, expected=68.000000 predicted=81.426740, expected=96.000000 predicted=65.558305, expected=124.000000 predicted=76.073968, expected=88.000000 predicted=78.551515, expected=48.000000 predicted=70.719280, expected=52.000000 predicted=73.018812, expected=72.000000 predicted=78.514046, expected=44.000000 predicted=73.443317, expected=68.000000 predicted=65.796640, expected=136.000000 predicted=76.821034, expected=52.000000 predicted=67.973793, expected=32.000000 predicted=63.556930, expected=52.000000 predicted=59.329950, expected=56.000000 predicted=61.767723, expected=36.000000 predicted=66.664354, expected=96.000000 predicted=59.573872, expected=76.000000 predicted=58.709380, expected=56.000000 predicted=60.455908, expected=52.000000 predicted=61.012404, expected=32.000000 predicted=50.270605, expected=76.000000 predicted=68.526579, expected=92.000000 predicted=69.929986, expected=72.000000 predicted=64.747860, expected=112.000000 predicted=76.938640, expected=112.000000 predicted=81.718983, expected=48.000000 predicted=79.797609, expected=116.000000 predicted=94.714908, expected=100.000000 predicted=91.852011, expected=108.000000 predicted=101.386896, expected=136.000000 predicted=111.276859, expected=48.000000 predicted=81.961142, expected=44.000000 predicted=87.039521, expected=68.000000 predicted=82.015335, expected=56.000000 predicted=75.252873, expected=56.000000 predicted=75.162668, expected=36.000000 predicted=49.388649, expected=44.000000 predicted=47.822299, expected=80.000000 predicted=60.799543, expected=56.000000 predicted=55.733505, expected=40.000000 predicted=51.580467, expected=44.000000 predicted=47.512070, expected=44.000000 predicted=48.155163, expected=36.000000 predicted=51.345059, expected=84.000000 predicted=55.655225, expected=88.000000 predicted=59.657087, expected=36.000000 predicted=52.760324, expected=40.000000 predicted=51.618926, expected=56.000000 predicted=52.620410, expected=52.000000 predicted=60.127841, expected=84.000000 predicted=66.755379, expected=80.000000 predicted=59.748894, expected=72.000000 predicted=62.886008, expected=84.000000 predicted=71.991881, expected=84.000000 predicted=74.148233, expected=64.000000 predicted=77.034534, expected=44.000000 predicted=68.583802, expected=84.000000 predicted=72.355658, expected=100.000000 predicted=80.689528, expected=88.000000 predicted=80.736377, expected=40.000000 predicted=66.895122, expected=68.000000 predicted=65.728334, expected=56.000000 predicted=70.821981, expected=48.000000 predicted=67.041109, expected=40.000000 predicted=58.730114, expected=56.000000 predicted=49.588479, expected=92.000000 predicted=65.282750, expected=56.000000 predicted=58.870076, expected=44.000000 predicted=54.003096, expected=88.000000 predicted=63.137446, expected=56.000000 predicted=62.623613, expected=96.000000 predicted=77.662673, expected=88.000000 predicted=73.648560, expected=64.000000 predicted=67.861487, expected=68.000000 predicted=77.441240, expected=36.000000 predicted=61.337355, expected=56.000000 predicted=68.082712, expected=72.000000 predicted=67.828451, expected=48.000000 predicted=56.891645, expected=32.000000 predicted=51.768054, expected=84.000000 predicted=55.622141, expected=44.000000 predicted=54.658451, expected=36.000000 predicted=52.629958, expected=28.000000 predicted=43.726759, expected=56.000000 Test MSE: 817.805
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917])] predicted=46.454877, expected=40.000000 predicted=47.810944, expected=72.000000 predicted=52.117286, expected=52.000000 predicted=49.226233, expected=60.000000 predicted=57.102921, expected=52.000000 predicted=51.886348, expected=56.000000 predicted=54.169996, expected=56.000000 predicted=58.452232, expected=68.000000 predicted=58.349140, expected=68.000000 predicted=61.309356, expected=92.000000 predicted=68.850220, expected=88.000000 predicted=73.739293, expected=64.000000 predicted=71.520139, expected=56.000000 predicted=71.424423, expected=72.000000 predicted=72.404697, expected=72.000000 predicted=73.107072, expected=68.000000 predicted=70.376555, expected=32.000000 predicted=57.663333, expected=32.000000 predicted=52.165774, expected=60.000000 predicted=56.230721, expected=60.000000 predicted=53.685187, expected=32.000000 predicted=46.440225, expected=52.000000 predicted=46.679281, expected=68.000000 predicted=51.853417, expected=60.000000 predicted=55.153286, expected=96.000000 predicted=67.447590, expected=56.000000 predicted=59.643443, expected=56.000000 predicted=63.575584, expected=36.000000 predicted=59.584051, expected=52.000000 predicted=56.547276, expected=76.000000 predicted=64.703755, expected=52.000000 predicted=53.681576, expected=40.000000 predicted=51.762284, expected=48.000000 predicted=50.541214, expected=64.000000 predicted=55.099168, expected=48.000000 predicted=53.997174, expected=76.000000 predicted=58.277995, expected=84.000000 predicted=63.077234, expected=84.000000 predicted=68.870602, expected=52.000000 predicted=67.188180, expected=40.000000 predicted=60.656939, expected=68.000000 predicted=67.259517, expected=64.000000 predicted=64.033140, expected=56.000000 predicted=60.798742, expected=44.000000 predicted=53.826333, expected=76.000000 predicted=59.689240, expected=48.000000 predicted=57.375206, expected=44.000000 predicted=54.195294, expected=60.000000 predicted=56.493119, expected=28.000000 predicted=45.326826, expected=44.000000 predicted=50.247809, expected=56.000000 predicted=48.092055, expected=124.000000 predicted=66.666996, expected=56.000000 predicted=61.304638, expected=64.000000 predicted=63.211468, expected=68.000000 predicted=69.844640, expected=68.000000 predicted=68.482233, expected=64.000000 predicted=74.799163, expected=52.000000 predicted=60.685207, expected=56.000000 predicted=61.259873, expected=28.000000 predicted=52.091081, expected=56.000000 predicted=54.337985, expected=72.000000 predicted=56.996471, expected=32.000000 predicted=46.142597, expected=68.000000 predicted=56.105436, expected=60.000000 predicted=52.819624, expected=108.000000 predicted=70.344342, expected=28.000000 predicted=58.655038, expected=60.000000 predicted=59.306847, expected=64.000000 predicted=65.599834, expected=72.000000 predicted=62.819197, expected=68.000000 predicted=69.685125, expected=96.000000 predicted=68.209413, expected=72.000000 predicted=71.984621, expected=60.000000 predicted=70.562911, expected=28.000000 predicted=62.047148, expected=84.000000 predicted=68.964640, expected=52.000000 predicted=63.322584, expected=92.000000 predicted=68.033359, expected=60.000000 predicted=64.489698, expected=92.000000 predicted=69.053017, expected=68.000000 predicted=75.671853, expected=28.000000 predicted=58.933093, expected=68.000000 predicted=70.030720, expected=48.000000 predicted=57.135723, expected=60.000000 predicted=60.320181, expected=68.000000 predicted=60.160571, expected=60.000000 predicted=54.388892, expected=48.000000 predicted=58.295465, expected=48.000000 predicted=54.409918, expected=68.000000 predicted=59.406994, expected=60.000000 predicted=58.586064, expected=48.000000 predicted=54.870805, expected=8.000000 predicted=42.363637, expected=52.000000 predicted=47.433991, expected=48.000000 predicted=46.796372, expected=60.000000 predicted=47.071839, expected=68.000000 predicted=52.158808, expected=24.000000 predicted=39.655662, expected=60.000000 predicted=53.794021, expected=64.000000 predicted=54.819583, expected=104.000000 predicted=67.192258, expected=76.000000 predicted=69.158575, expected=40.000000 predicted=58.222186, expected=52.000000 predicted=65.507542, expected=52.000000 predicted=61.276038, expected=64.000000 predicted=64.363217, expected=32.000000 predicted=51.099812, expected=44.000000 predicted=46.897314, expected=52.000000 predicted=49.869585, expected=60.000000 predicted=50.674321, expected=56.000000 predicted=52.948634, expected=28.000000 predicted=43.124782, expected=56.000000 predicted=50.446518, expected=96.000000 predicted=62.357578, expected=88.000000 predicted=66.162332, expected=32.000000 predicted=57.298384, expected=60.000000 predicted=61.127507, expected=92.000000 predicted=72.181176, expected=48.000000 predicted=64.853355, expected=100.000000 predicted=76.315308, expected=104.000000 predicted=76.463968, expected=76.000000 predicted=77.670424, expected=48.000000 predicted=77.056497, expected=52.000000 predicted=68.178498, expected=88.000000 predicted=78.511985, expected=88.000000 predicted=77.072360, expected=64.000000 predicted=69.389042, expected=96.000000 predicted=76.953292, expected=92.000000 predicted=80.515271, expected=60.000000 predicted=78.067464, expected=68.000000 predicted=78.648992, expected=68.000000 predicted=72.997427, expected=16.000000 predicted=59.346921, expected=88.000000 predicted=69.874630, expected=92.000000 predicted=67.699710, expected=80.000000 predicted=68.725409, expected=44.000000 predicted=65.431926, expected=36.000000 predicted=55.237226, expected=96.000000 predicted=75.563676, expected=36.000000 predicted=58.973291, expected=44.000000 predicted=55.805116, expected=24.000000 predicted=45.631974, expected=84.000000 predicted=54.497094, expected=28.000000 predicted=49.767773, expected=52.000000 predicted=45.375405, expected=64.000000 predicted=53.211890, expected=68.000000 predicted=52.058436, expected=52.000000 predicted=59.097794, expected=112.000000 predicted=68.959236, expected=96.000000 predicted=76.062713, expected=64.000000 predicted=74.150228, expected=52.000000 predicted=73.994826, expected=48.000000 predicted=66.248413, expected=52.000000 predicted=67.766375, expected=52.000000 predicted=59.853410, expected=140.000000 predicted=77.462315, expected=92.000000 predicted=74.355434, expected=56.000000 predicted=71.442437, expected=52.000000 predicted=74.403298, expected=44.000000 predicted=65.683114, expected=64.000000 predicted=73.866133, expected=60.000000 predicted=61.796565, expected=100.000000 predicted=67.463973, expected=116.000000 predicted=78.748059, expected=56.000000 predicted=70.068601, expected=64.000000 predicted=76.948688, expected=68.000000 predicted=75.678092, expected=44.000000 predicted=68.699735, expected=60.000000 predicted=69.219416, expected=80.000000 predicted=64.186878, expected=84.000000 predicted=68.004811, expected=48.000000 predicted=62.862071, expected=104.000000 predicted=75.074048, expected=120.000000 predicted=86.648636, expected=76.000000 predicted=82.737879, expected=148.000000 predicted=106.681298, expected=152.000000 predicted=112.051497, expected=120.000000 predicted=118.572544, expected=112.000000 predicted=124.013282, expected=84.000000 predicted=109.479241, expected=128.000000 predicted=124.181098, expected=116.000000 predicted=118.593665, expected=112.000000 predicted=111.812744, expected=136.000000 predicted=119.765628, expected=132.000000 predicted=118.329845, expected=96.000000 predicted=117.252313, expected=80.000000 predicted=109.059096, expected=184.000000 predicted=131.229098, expected=152.000000 predicted=130.731565, expected=228.000000 predicted=157.885392, expected=204.000000 predicted=166.802782, expected=156.000000 predicted=162.662469, expected=120.000000 predicted=169.998895, expected=108.000000 predicted=151.224938, expected=72.000000 predicted=136.407618, expected=80.000000 predicted=117.251176, expected=88.000000 predicted=101.922694, expected=120.000000 predicted=101.026767, expected=128.000000 predicted=105.461677, expected=76.000000 predicted=91.518193, expected=56.000000 predicted=86.675831, expected=56.000000 predicted=81.283794, expected=52.000000 predicted=74.874461, expected=52.000000 predicted=68.258667, expected=60.000000 predicted=59.520734, expected=124.000000 predicted=75.991455, expected=44.000000 predicted=61.472366, expected=56.000000 predicted=64.281564, expected=72.000000 predicted=69.468889, expected=72.000000 predicted=67.256647, expected=92.000000 predicted=82.286630, expected=28.000000 predicted=55.528842, expected=84.000000 predicted=69.867252, expected=80.000000 predicted=72.642516, expected=76.000000 predicted=70.852268, expected=72.000000 predicted=75.472429, expected=112.000000 predicted=79.461532, expected=32.000000 predicted=69.090439, expected=40.000000 predicted=64.762896, expected=56.000000 predicted=63.867694, expected=68.000000 predicted=60.616174, expected=52.000000 predicted=61.638538, expected=92.000000 predicted=62.640081, expected=48.000000 predicted=57.165108, expected=100.000000 predicted=73.769889, expected=92.000000 predicted=79.264104, expected=168.000000 predicted=102.071504, expected=32.000000 predicted=83.337828, expected=48.000000 predicted=74.796173, expected=172.000000 predicted=114.233660, expected=48.000000 predicted=79.937550, expected=48.000000 predicted=87.739393, expected=64.000000 predicted=70.194391, expected=108.000000 predicted=77.464878, expected=64.000000 predicted=84.349713, expected=44.000000 predicted=61.437416, expected=76.000000 predicted=69.669830, expected=84.000000 predicted=71.733214, expected=56.000000 predicted=70.218754, expected=192.000000 predicted=103.731867, expected=148.000000 predicted=105.477257, expected=84.000000 predicted=104.355457, expected=104.000000 predicted=116.398550, expected=88.000000 predicted=102.060854, expected=48.000000 predicted=100.803919, expected=60.000000 predicted=87.044503, expected=24.000000 predicted=59.040195, expected=52.000000 predicted=60.180795, expected=52.000000 predicted=54.392218, expected=52.000000 predicted=47.379765, expected=100.000000 predicted=65.686338, expected=80.000000 predicted=62.294418, expected=60.000000 predicted=66.215009, expected=80.000000 predicted=73.892734, expected=60.000000 predicted=67.541867, expected=100.000000 predicted=83.457708, expected=40.000000 predicted=66.131989, expected=76.000000 predicted=70.145708, expected=76.000000 predicted=73.466152, expected=92.000000 predicted=74.125078, expected=52.000000 predicted=72.526230, expected=64.000000 predicted=65.876150, expected=40.000000 predicted=62.350322, expected=36.000000 predicted=54.435208, expected=60.000000 predicted=58.802498, expected=64.000000 predicted=52.991734, expected=68.000000 predicted=58.312190, expected=36.000000 predicted=49.568744, expected=40.000000 predicted=48.727639, expected=52.000000 predicted=52.530405, expected=56.000000 predicted=51.805765, expected=32.000000 predicted=46.138543, expected=108.000000 predicted=63.027266, expected=84.000000 predicted=64.650614, expected=44.000000 predicted=60.342575, expected=32.000000 predicted=58.581092, expected=64.000000 predicted=57.453192, expected=32.000000 predicted=54.781205, expected=56.000000 predicted=54.023352, expected=60.000000 predicted=50.851322, expected=64.000000 predicted=51.562505, expected=72.000000 predicted=62.226778, expected=40.000000 predicted=51.373265, expected=64.000000 predicted=60.444856, expected=56.000000 predicted=58.334775, expected=32.000000 predicted=50.068015, expected=56.000000 predicted=55.578904, expected=56.000000 predicted=49.938051, expected=20.000000 predicted=42.742788, expected=68.000000 predicted=52.952541, expected=88.000000 predicted=57.157875, expected=40.000000 predicted=51.793205, expected=60.000000 predicted=59.803508, expected=44.000000 predicted=50.246624, expected=36.000000 predicted=50.830459, expected=44.000000 predicted=52.665618, expected=80.000000 predicted=53.823355, expected=44.000000 predicted=50.338569, expected=40.000000 predicted=48.259538, expected=88.000000 predicted=60.977410, expected=112.000000 predicted=72.067533, expected=72.000000 predicted=74.370214, expected=36.000000 predicted=63.623019, expected=64.000000 predicted=67.128161, expected=76.000000 predicted=71.693230, expected=72.000000 predicted=72.126019, expected=60.000000 predicted=65.310094, expected=68.000000 predicted=63.302764, expected=76.000000 predicted=69.659823, expected=60.000000 predicted=67.039347, expected=72.000000 predicted=69.648673, expected=60.000000 predicted=64.827897, expected=60.000000 predicted=64.518222, expected=36.000000 predicted=57.528619, expected=80.000000 predicted=63.655159, expected=128.000000 predicted=81.078967, expected=40.000000 predicted=62.408497, expected=36.000000 predicted=63.362229, expected=52.000000 predicted=59.827505, expected=56.000000 predicted=58.685806, expected=76.000000 predicted=69.047295, expected=56.000000 predicted=53.813299, expected=80.000000 predicted=62.904910, expected=48.000000 predicted=59.408859, expected=28.000000 predicted=52.097313, expected=36.000000 predicted=52.396174, expected=56.000000 predicted=49.159410, expected=80.000000 predicted=58.725847, expected=92.000000 predicted=63.264291, expected=104.000000 predicted=72.999299, expected=136.000000 predicted=93.209491, expected=40.000000 predicted=77.239564, expected=24.000000 predicted=72.000030, expected=28.000000 predicted=63.219286, expected=24.000000 predicted=48.499477, expected=36.000000 predicted=48.473185, expected=56.000000 predicted=38.739119, expected=32.000000 predicted=32.847688, expected=36.000000 predicted=36.551284, expected=36.000000 predicted=36.452719, expected=36.000000 predicted=36.715726, expected=84.000000 predicted=53.873783, expected=68.000000 predicted=51.425738, expected=112.000000 predicted=71.560883, expected=64.000000 predicted=67.547258, expected=32.000000 predicted=59.260322, expected=80.000000 predicted=76.037597, expected=76.000000 predicted=68.649273, expected=36.000000 predicted=62.779826, expected=100.000000 predicted=73.723062, expected=80.000000 predicted=66.486693, expected=52.000000 predicted=67.665832, expected=52.000000 predicted=67.262186, expected=80.000000 predicted=65.541582, expected=40.000000 predicted=62.196930, expected=44.000000 predicted=57.523329, expected=68.000000 predicted=58.293735, expected=92.000000 predicted=65.038650, expected=116.000000 predicted=82.418866, expected=80.000000 predicted=75.516384, expected=44.000000 predicted=69.739419, expected=64.000000 predicted=74.914803, expected=76.000000 predicted=75.396306, expected=60.000000 predicted=71.321268, expected=56.000000 predicted=64.456283, expected=40.000000 predicted=53.364785, expected=80.000000 predicted=64.774191, expected=80.000000 predicted=67.597568, expected=68.000000 predicted=64.955608, expected=52.000000 predicted=62.993130, expected=64.000000 predicted=62.675923, expected=56.000000 predicted=64.077501, expected=36.000000 predicted=55.478747, expected=68.000000 predicted=60.235363, expected=120.000000 predicted=73.935217, expected=32.000000 predicted=56.963944, expected=48.000000 predicted=61.769134, expected=68.000000 predicted=62.224673, expected=40.000000 predicted=53.919543, expected=60.000000 predicted=65.483713, expected=48.000000 predicted=48.569376, expected=68.000000 predicted=56.295900, expected=20.000000 predicted=46.755298, expected=48.000000 predicted=47.228801, expected=52.000000 predicted=49.789501, expected=48.000000 predicted=45.441584, expected=20.000000 predicted=41.621714, expected=36.000000 predicted=36.556087, expected=76.000000 predicted=50.670826, expected=40.000000 predicted=43.282973, expected=36.000000 predicted=44.185107, expected=40.000000 predicted=41.527283, expected=44.000000 predicted=42.321454, expected=40.000000 predicted=46.040531, expected=44.000000 predicted=41.614317, expected=60.000000 predicted=46.592904, expected=52.000000 predicted=47.148474, expected=56.000000 predicted=51.116649, expected=36.000000 predicted=46.272505, expected=52.000000 predicted=49.837971, expected=44.000000 predicted=48.882907, expected=88.000000 predicted=59.764530, expected=56.000000 predicted=56.061834, expected=52.000000 predicted=54.513602, expected=64.000000 predicted=61.600359, expected=48.000000 predicted=54.044698, expected=52.000000 predicted=59.996168, expected=56.000000 predicted=55.180949, expected=12.000000 predicted=40.432614, expected=32.000000 predicted=43.265049, expected=36.000000 predicted=37.786313, expected=52.000000 predicted=40.510540, expected=76.000000 predicted=51.452978, expected=68.000000 predicted=49.169066, expected=28.000000 predicted=46.094748, expected=52.000000 predicted=52.709915, expected=44.000000 predicted=49.732896, expected=60.000000 predicted=54.913276, expected=52.000000 predicted=52.800539, expected=44.000000 predicted=45.470229, expected=68.000000 predicted=56.636094, expected=44.000000 predicted=49.421844, expected=28.000000 predicted=46.419770, expected=68.000000 predicted=54.535090, expected=36.000000 predicted=43.563632, expected=40.000000 predicted=47.411052, expected=64.000000 predicted=50.951179, expected=76.000000 predicted=53.293371, expected=56.000000 predicted=58.054300, expected=40.000000 predicted=51.173375, expected=60.000000 predicted=56.206065, expected=40.000000 Test MSE: 742.969
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492])] predicted=59.666589, expected=96.000000 predicted=93.130833, expected=80.000000 predicted=102.690452, expected=152.000000 predicted=141.315295, expected=156.000000 predicted=145.803954, expected=100.000000 predicted=72.014883, expected=96.000000 predicted=104.307900, expected=52.000000 predicted=64.819641, expected=64.000000 predicted=101.776249, expected=72.000000 predicted=111.877457, expected=84.000000 predicted=87.163820, expected=112.000000 predicted=106.121318, expected=184.000000 predicted=124.499652, expected=124.000000 predicted=92.092408, expected=84.000000 predicted=79.734950, expected=64.000000 predicted=81.502945, expected=68.000000 predicted=84.102201, expected=116.000000 predicted=146.417989, expected=16.000000 predicted=59.379143, expected=116.000000 predicted=106.518675, expected=112.000000 predicted=92.858669, expected=60.000000 predicted=50.709333, expected=76.000000 predicted=106.069591, expected=48.000000 predicted=32.069515, expected=72.000000 predicted=88.960613, expected=108.000000 predicted=112.021291, expected=132.000000 predicted=95.022488, expected=144.000000 predicted=113.365815, expected=56.000000 predicted=51.762775, expected=48.000000 predicted=63.349756, expected=84.000000 predicted=99.273824, expected=152.000000 predicted=136.089396, expected=212.000000 predicted=178.670167, expected=164.000000 predicted=111.826230, expected=208.000000 predicted=141.349784, expected=68.000000 predicted=76.282012, expected=56.000000 predicted=99.337862, expected=80.000000 predicted=149.315238, expected=124.000000 predicted=131.699233, expected=172.000000 predicted=187.530283, expected=264.000000 predicted=175.747662, expected=224.000000 predicted=145.153521, expected=80.000000 predicted=77.960409, expected=64.000000 predicted=103.425036, expected=164.000000 predicted=171.389948, expected=88.000000 predicted=153.062691, expected=120.000000 predicted=169.392637, expected=148.000000 predicted=126.400893, expected=176.000000 predicted=116.420071, expected=92.000000 predicted=124.514494, expected=72.000000 predicted=82.937176, expected=112.000000 predicted=121.724079, expected=104.000000 predicted=115.824790, expected=148.000000 predicted=160.562032, expected=204.000000 predicted=156.348713, expected=176.000000 predicted=123.364636, expected=52.000000 predicted=79.045613, expected=80.000000 predicted=101.213279, expected=60.000000 predicted=99.040711, expected=116.000000 predicted=148.486771, expected=144.000000 predicted=161.826340, expected=240.000000 predicted=152.016480, expected=108.000000 predicted=91.966908, expected=68.000000 predicted=66.374318, expected=72.000000 predicted=104.827460, expected=80.000000 predicted=98.584702, expected=92.000000 predicted=159.057630, expected=116.000000 predicted=113.189508, expected=172.000000 predicted=125.257864, expected=96.000000 predicted=80.833478, expected=32.000000 predicted=54.951749, expected=24.000000 predicted=63.399185, expected=52.000000 predicted=77.267014, expected=60.000000 predicted=106.886647, expected=120.000000 predicted=110.028242, expected=184.000000 predicted=116.196569, expected=80.000000 predicted=46.934122, expected=44.000000 predicted=52.985722, expected=64.000000 predicted=70.795666, expected=80.000000 predicted=89.651079, expected=48.000000 predicted=107.302634, expected=148.000000 predicted=122.788544, expected=224.000000 predicted=141.838041, expected=156.000000 predicted=102.962405, expected=52.000000 predicted=70.394926, expected=100.000000 predicted=87.705780, expected=40.000000 predicted=81.213821, expected=84.000000 predicted=144.065022, expected=120.000000 predicted=144.021428, expected=124.000000 predicted=82.436605, expected=92.000000 predicted=98.310471, expected=28.000000 predicted=34.186699, expected=60.000000 predicted=74.825850, expected=80.000000 predicted=96.797791, expected=96.000000 predicted=103.142430, expected=208.000000 predicted=161.261141, expected=276.000000 predicted=161.419185, expected=64.000000 predicted=49.434903, expected=84.000000 predicted=97.965439, expected=52.000000 predicted=78.465643, expected=56.000000 predicted=108.770234, expected=80.000000 predicted=178.836589, expected=156.000000 predicted=112.201231, expected=148.000000 predicted=116.034907, expected=84.000000 predicted=67.144648, expected=60.000000 predicted=65.132264, expected=72.000000 predicted=75.994095, expected=80.000000 predicted=110.461887, expected=72.000000 predicted=105.561248, expected=128.000000 predicted=111.271755, expected=132.000000 predicted=97.427219, expected=92.000000 predicted=78.942724, expected=60.000000 predicted=73.960274, expected=88.000000 predicted=82.646118, expected=104.000000 predicted=112.002505, expected=92.000000 predicted=106.996925, expected=100.000000 predicted=99.577990, expected=116.000000 predicted=91.331756, expected=108.000000 predicted=96.301070, expected=60.000000 predicted=79.232894, expected=88.000000 predicted=93.840917, expected=80.000000 predicted=87.896581, expected=52.000000 predicted=76.224878, expected=124.000000 predicted=123.775410, expected=148.000000 predicted=104.891636, expected=120.000000 predicted=99.544416, expected=60.000000 predicted=73.853032, expected=60.000000 predicted=59.293912, expected=76.000000 predicted=97.243394, expected=40.000000 predicted=83.425972, expected=96.000000 predicted=111.421388, expected=100.000000 predicted=81.619369, expected=120.000000 predicted=88.217276, expected=80.000000 predicted=81.154321, expected=20.000000 predicted=26.766127, expected=28.000000 predicted=64.113326, expected=88.000000 predicted=93.085912, expected=100.000000 predicted=103.190314, expected=152.000000 predicted=120.878751, expected=72.000000 predicted=47.240168, expected=64.000000 predicted=48.152328, expected=44.000000 predicted=69.581370, expected=96.000000 predicted=92.963467, expected=68.000000 predicted=105.453344, expected=120.000000 predicted=97.844391, expected=140.000000 predicted=109.063166, expected=104.000000 predicted=69.382825, expected=44.000000 predicted=71.335002, expected=64.000000 predicted=69.929912, expected=88.000000 predicted=100.988878, expected=108.000000 predicted=118.056676, expected=144.000000 predicted=128.516279, expected=160.000000 predicted=106.641324, expected=88.000000 predicted=73.629017, expected=60.000000 predicted=76.406006, expected=80.000000 predicted=96.891097, expected=84.000000 predicted=105.604097, expected=88.000000 predicted=120.208344, expected=116.000000 predicted=106.098789, expected=172.000000 predicted=121.136447, expected=156.000000 predicted=117.830004, expected=60.000000 predicted=68.549459, expected=64.000000 predicted=82.965087, expected=52.000000 predicted=80.528336, expected=100.000000 predicted=128.109600, expected=132.000000 predicted=145.615507, expected=176.000000 predicted=120.683956, expected=124.000000 predicted=95.925747, expected=32.000000 predicted=39.386914, expected=96.000000 predicted=107.838883, expected=64.000000 predicted=88.865425, expected=104.000000 predicted=132.343212, expected=156.000000 predicted=149.896750, expected=196.000000 predicted=114.569066, expected=120.000000 predicted=107.152850, expected=96.000000 predicted=84.964905, expected=80.000000 predicted=95.025626, expected=56.000000 predicted=95.317577, expected=92.000000 predicted=142.939338, expected=84.000000 predicted=98.877448, expected=248.000000 predicted=182.121995, expected=112.000000 predicted=90.443079, expected=36.000000 predicted=41.279348, expected=68.000000 predicted=99.523101, expected=84.000000 predicted=70.439328, expected=112.000000 predicted=172.216393, expected=196.000000 predicted=163.030799, expected=180.000000 predicted=109.210677, expected=120.000000 predicted=93.785652, expected=68.000000 predicted=81.583671, expected=92.000000 predicted=102.280190, expected=112.000000 predicted=148.122370, expected=116.000000 predicted=142.023736, expected=208.000000 predicted=173.222887, expected=160.000000 predicted=112.938073, expected=104.000000 predicted=95.519064, expected=40.000000 predicted=80.971435, expected=60.000000 predicted=84.474034, expected=52.000000 predicted=122.096299, expected=72.000000 predicted=109.847529, expected=88.000000 predicted=98.577201, expected=176.000000 predicted=114.204731, expected=132.000000 predicted=95.190334, expected=56.000000 predicted=50.969158, expected=44.000000 predicted=66.411056, expected=88.000000 predicted=86.275964, expected=104.000000 predicted=132.069280, expected=140.000000 predicted=137.138557, expected=172.000000 predicted=121.544786, expected=148.000000 predicted=96.806586, expected=36.000000 predicted=57.658990, expected=132.000000 predicted=128.920643, expected=76.000000 predicted=100.287911, expected=68.000000 predicted=107.646501, expected=136.000000 predicted=156.300812, expected=152.000000 predicted=89.434088, expected=96.000000 predicted=109.348613, expected=120.000000 predicted=107.453589, expected=108.000000 predicted=88.612946, expected=64.000000 predicted=90.868474, expected=72.000000 predicted=114.699622, expected=132.000000 predicted=116.665942, expected=172.000000 predicted=144.138226, expected=128.000000 predicted=115.982278, expected=36.000000 predicted=50.115513, expected=44.000000 predicted=63.033934, expected=68.000000 predicted=96.163198, expected=124.000000 predicted=141.763377, expected=124.000000 predicted=126.255533, expected=176.000000 predicted=113.160441, expected=80.000000 predicted=60.946305, expected=44.000000 predicted=54.126342, expected=64.000000 predicted=100.393951, expected=92.000000 predicted=99.393343, expected=40.000000 predicted=99.608273, expected=152.000000 predicted=126.653105, expected=160.000000 predicted=104.870033, expected=120.000000 predicted=84.310579, expected=56.000000 predicted=81.605429, expected=72.000000 predicted=58.094117, expected=96.000000 predicted=120.773363, expected=72.000000 predicted=106.845728, expected=76.000000 predicted=99.982786, expected=108.000000 predicted=86.856609, expected=136.000000 predicted=103.444214, expected=48.000000 predicted=65.745180, expected=80.000000 predicted=82.486467, expected=96.000000 predicted=89.489574, expected=152.000000 predicted=124.527492, expected=168.000000 predicted=156.414447, expected=184.000000 predicted=119.704614, expected=260.000000 predicted=183.156658, expected=68.000000 predicted=69.719517, expected=60.000000 predicted=108.498690, expected=116.000000 predicted=152.928697, expected=124.000000 predicted=133.321858, expected=152.000000 predicted=206.841686, expected=200.000000 predicted=143.864260, expected=172.000000 predicted=115.466448, expected=100.000000 predicted=106.368985, expected=104.000000 predicted=119.661583, expected=168.000000 predicted=161.273824, expected=188.000000 predicted=187.281959, expected=240.000000 predicted=210.848191, expected=272.000000 predicted=196.080558, expected=292.000000 predicted=203.578828, expected=192.000000 predicted=178.858586, expected=268.000000 predicted=238.534934, expected=420.000000 predicted=344.115816, expected=436.000000 predicted=346.076192, expected=112.000000 predicted=185.096310, expected=140.000000 predicted=191.519749, expected=188.000000 predicted=233.076787, expected=324.000000 predicted=344.478727, expected=188.000000 predicted=299.220519, expected=148.000000 predicted=135.894454, expected=96.000000 predicted=133.740418, expected=52.000000 predicted=101.388250, expected=80.000000 predicted=195.469206, expected=84.000000 predicted=127.023641, expected=120.000000 predicted=129.620143, expected=164.000000 predicted=136.601541, expected=88.000000 predicted=64.447789, expected=56.000000 predicted=70.833209, expected=76.000000 predicted=88.578095, expected=76.000000 predicted=88.281404, expected=96.000000 predicted=124.946504, expected=112.000000 predicted=103.065631, expected=240.000000 predicted=161.148182, expected=92.000000 predicted=72.698069, expected=52.000000 predicted=64.998687, expected=60.000000 predicted=96.050673, expected=84.000000 predicted=83.123666, expected=64.000000 predicted=139.739934, expected=180.000000 predicted=146.939404, expected=204.000000 predicted=133.111130, expected=100.000000 predicted=69.010832, expected=44.000000 predicted=75.178765, expected=84.000000 predicted=83.842091, expected=48.000000 predicted=95.903154, expected=56.000000 predicted=120.553182, expected=84.000000 predicted=98.175976, expected=156.000000 predicted=102.720517, expected=164.000000 predicted=124.857033, expected=52.000000 predicted=43.943087, expected=68.000000 predicted=75.268306, expected=60.000000 predicted=73.127780, expected=64.000000 predicted=94.832337, expected=144.000000 predicted=160.526043, expected=188.000000 predicted=123.051456, expected=56.000000 predicted=50.100876, expected=128.000000 predicted=113.344205, expected=108.000000 predicted=90.489870, expected=64.000000 predicted=83.688168, expected=60.000000 predicted=130.312324, expected=64.000000 predicted=59.034576, expected=136.000000 predicted=131.848690, expected=132.000000 predicted=117.255284, expected=44.000000 predicted=46.952280, expected=60.000000 predicted=72.142064, expected=68.000000 predicted=67.171394, expected=72.000000 predicted=92.036492, expected=104.000000 predicted=120.413467, expected=184.000000 predicted=122.759175, expected=84.000000 predicted=63.132244, expected=68.000000 predicted=72.693179, expected=60.000000 predicted=76.237761, expected=40.000000 predicted=58.496648, expected=76.000000 predicted=128.220260, expected=160.000000 predicted=127.555592, expected=200.000000 predicted=134.499501, expected=80.000000 predicted=63.599042, expected=52.000000 predicted=57.273087, expected=76.000000 predicted=85.071740, expected=88.000000 predicted=109.294899, expected=156.000000 predicted=177.290783, expected=236.000000 predicted=167.357068, expected=200.000000 predicted=124.752850, expected=96.000000 predicted=86.721079, expected=108.000000 predicted=112.457357, expected=108.000000 predicted=128.178567, expected=76.000000 predicted=138.193311, expected=192.000000 predicted=206.391679, expected=204.000000 predicted=149.803461, expected=108.000000 predicted=95.847842, expected=68.000000 predicted=100.303409, expected=20.000000 predicted=47.315269, expected=12.000000 predicted=88.972224, expected=108.000000 predicted=157.254786, expected=188.000000 predicted=147.241643, expected=264.000000 predicted=171.668489, expected=120.000000 predicted=68.142983, expected=84.000000 predicted=58.844393, expected=60.000000 predicted=92.432793, expected=92.000000 predicted=126.046166, expected=188.000000 predicted=227.104603, expected=192.000000 predicted=151.728935, expected=76.000000 predicted=73.095123, expected=104.000000 predicted=99.006192, expected=48.000000 predicted=66.344665, expected=104.000000 predicted=137.505381, expected=88.000000 predicted=138.468682, expected=56.000000 predicted=57.101163, expected=160.000000 predicted=147.233498, expected=204.000000 predicted=128.053370, expected=184.000000 predicted=138.160276, expected=92.000000 predicted=94.240527, expected=92.000000 predicted=83.262987, expected=60.000000 predicted=104.933820, expected=108.000000 predicted=148.627021, expected=84.000000 predicted=128.451289, expected=152.000000 predicted=124.785346, expected=112.000000 predicted=102.753991, expected=104.000000 predicted=80.251488, expected=60.000000 predicted=87.734831, expected=40.000000 predicted=57.031598, expected=68.000000 predicted=110.258582, expected=148.000000 predicted=131.222933, expected=276.000000 predicted=198.325635, expected=164.000000 predicted=103.679982, expected=28.000000 predicted=33.399965, expected=72.000000 predicted=93.552959, expected=36.000000 predicted=76.526973, expected=60.000000 predicted=151.214348, expected=124.000000 predicted=151.512147, expected=196.000000 predicted=114.892600, expected=136.000000 predicted=100.053855, expected=108.000000 predicted=79.065151, expected=96.000000 predicted=87.382666, expected=72.000000 predicted=89.742063, expected=68.000000 predicted=126.654464, expected=148.000000 predicted=147.373111, expected=200.000000 predicted=154.961662, expected=144.000000 predicted=113.540498, expected=100.000000 predicted=92.675388, expected=80.000000 predicted=80.544977, expected=52.000000 predicted=91.253529, expected=116.000000 predicted=157.562686, expected=124.000000 predicted=130.326218, expected=288.000000 predicted=206.400465, expected=160.000000 predicted=113.873565, expected=4.000000 predicted=17.502292, expected=12.000000 predicted=86.618863, expected=20.000000 predicted=59.857783, expected=4.000000 predicted=122.545683, expected=8.000000 predicted=81.269792, expected=36.000000 predicted=23.631421, expected=40.000000 predicted=24.166868, expected=112.000000 predicted=73.570676, expected=116.000000 predicted=63.718629, expected=284.000000 predicted=166.421168, expected=272.000000 predicted=163.513005, expected=36.000000 predicted=17.847124, expected=484.000000 predicted=360.630354, expected=188.000000 predicted=130.378607, expected=172.000000 predicted=209.006178, expected=208.000000 predicted=279.705150, expected=196.000000 Test MSE: 3053.489
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967])] predicted=25.757194, expected=24.000000 predicted=23.449441, expected=40.000000 predicted=28.601758, expected=48.000000 predicted=30.406996, expected=36.000000 predicted=30.929443, expected=40.000000 predicted=36.974458, expected=52.000000 predicted=40.690212, expected=40.000000 predicted=41.687122, expected=8.000000 predicted=36.714254, expected=8.000000 predicted=31.094530, expected=16.000000 predicted=25.384449, expected=48.000000 predicted=28.385761, expected=12.000000 predicted=19.561266, expected=16.000000 predicted=20.568877, expected=44.000000 predicted=25.725396, expected=28.000000 predicted=24.831075, expected=20.000000 predicted=28.680840, expected=20.000000 predicted=24.522768, expected=20.000000 predicted=23.880308, expected=44.000000 predicted=29.636890, expected=24.000000 predicted=24.437799, expected=12.000000 predicted=24.207247, expected=24.000000 predicted=25.313331, expected=32.000000 predicted=25.019941, expected=24.000000 predicted=25.373688, expected=16.000000 predicted=22.520864, expected=28.000000 predicted=23.883306, expected=28.000000 predicted=24.440957, expected=24.000000 predicted=24.941325, expected=12.000000 predicted=21.985643, expected=16.000000 predicted=21.217398, expected=8.000000 predicted=17.941253, expected=60.000000 predicted=26.629153, expected=36.000000 predicted=23.378626, expected=68.000000 predicted=37.430590, expected=28.000000 predicted=35.911508, expected=20.000000 predicted=37.743472, expected=64.000000 predicted=47.630125, expected=24.000000 predicted=36.045864, expected=52.000000 predicted=44.698791, expected=32.000000 predicted=35.888114, expected=28.000000 predicted=37.550088, expected=8.000000 predicted=33.241165, expected=44.000000 predicted=32.517981, expected=16.000000 predicted=26.937027, expected=52.000000 predicted=31.789312, expected=36.000000 predicted=30.162222, expected=44.000000 predicted=34.461911, expected=44.000000 predicted=40.025965, expected=24.000000 predicted=35.690800, expected=72.000000 predicted=47.035615, expected=40.000000 predicted=41.453650, expected=32.000000 predicted=43.805626, expected=8.000000 predicted=36.694532, expected=72.000000 predicted=42.663552, expected=24.000000 predicted=37.458928, expected=20.000000 predicted=33.759941, expected=48.000000 predicted=36.278015, expected=64.000000 predicted=37.709440, expected=72.000000 predicted=49.074526, expected=44.000000 predicted=46.886559, expected=28.000000 predicted=48.304448, expected=16.000000 predicted=45.246638, expected=36.000000 predicted=42.334235, expected=76.000000 predicted=44.955728, expected=16.000000 predicted=32.796560, expected=4.000000 predicted=31.695412, expected=20.000000 predicted=30.516682, expected=40.000000 predicted=30.660376, expected=12.000000 predicted=24.125778, expected=20.000000 predicted=20.373679, expected=44.000000 predicted=25.188895, expected=40.000000 predicted=27.841333, expected=24.000000 predicted=29.424206, expected=24.000000 predicted=29.432435, expected=32.000000 predicted=31.350062, expected=32.000000 predicted=31.340632, expected=16.000000 predicted=26.923671, expected=16.000000 predicted=24.871448, expected=36.000000 predicted=26.754072, expected=24.000000 predicted=24.015734, expected=24.000000 predicted=24.692519, expected=40.000000 predicted=27.654579, expected=16.000000 predicted=24.748844, expected=44.000000 predicted=32.075927, expected=64.000000 predicted=35.901461, expected=24.000000 predicted=33.111119, expected=20.000000 predicted=36.956303, expected=16.000000 predicted=32.153523, expected=44.000000 predicted=34.897432, expected=20.000000 predicted=27.751121, expected=40.000000 predicted=28.760074, expected=12.000000 predicted=25.045106, expected=60.000000 predicted=33.946211, expected=40.000000 predicted=34.128186, expected=112.000000 predicted=49.305692, expected=12.000000 predicted=45.274904, expected=8.000000 predicted=43.286113, expected=20.000000 predicted=47.192798, expected=20.000000 predicted=31.731231, expected=16.000000 predicted=28.835654, expected=32.000000 predicted=19.191393, expected=64.000000 predicted=28.066540, expected=60.000000 predicted=35.337454, expected=24.000000 predicted=35.839759, expected=32.000000 predicted=40.915935, expected=36.000000 predicted=41.547057, expected=24.000000 predicted=37.105809, expected=20.000000 predicted=32.186943, expected=20.000000 predicted=26.205800, expected=28.000000 predicted=26.197213, expected=44.000000 predicted=28.919421, expected=16.000000 predicted=24.054639, expected=32.000000 predicted=28.268346, expected=36.000000 predicted=30.376872, expected=32.000000 predicted=29.918906, expected=56.000000 predicted=37.632968, expected=48.000000 predicted=37.098537, expected=36.000000 predicted=39.808369, expected=28.000000 predicted=40.323344, expected=28.000000 predicted=37.788413, expected=40.000000 predicted=38.745601, expected=16.000000 predicted=30.567051, expected=28.000000 predicted=29.845761, expected=20.000000 predicted=26.603408, expected=8.000000 predicted=21.504601, expected=40.000000 predicted=26.787529, expected=36.000000 predicted=24.140681, expected=24.000000 predicted=25.105651, expected=44.000000 predicted=31.482058, expected=4.000000 predicted=24.470383, expected=16.000000 predicted=27.304684, expected=24.000000 predicted=25.064876, expected=72.000000 predicted=31.240208, expected=28.000000 predicted=29.344447, expected=12.000000 predicted=26.683303, expected=12.000000 predicted=29.917076, expected=28.000000 predicted=28.437533, expected=44.000000 predicted=31.599678, expected=16.000000 predicted=21.594398, expected=48.000000 predicted=29.352544, expected=28.000000 predicted=29.455632, expected=24.000000 predicted=30.266508, expected=32.000000 predicted=33.353299, expected=52.000000 predicted=33.848182, expected=28.000000 predicted=33.550353, expected=40.000000 predicted=35.204486, expected=40.000000 predicted=37.152581, expected=52.000000 predicted=40.414830, expected=56.000000 predicted=45.067268, expected=20.000000 predicted=38.093534, expected=24.000000 predicted=39.730446, expected=28.000000 predicted=37.106301, expected=8.000000 predicted=28.241209, expected=24.000000 predicted=26.774969, expected=40.000000 predicted=24.905072, expected=4.000000 predicted=18.632860, expected=24.000000 predicted=23.042354, expected=24.000000 predicted=21.423889, expected=16.000000 predicted=20.102561, expected=28.000000 predicted=23.606948, expected=68.000000 predicted=29.608750, expected=28.000000 predicted=28.997135, expected=28.000000 predicted=33.257895, expected=28.000000 predicted=34.643301, expected=12.000000 predicted=29.534974, expected=20.000000 predicted=30.514771, expected=24.000000 predicted=23.241550, expected=40.000000 predicted=25.421114, expected=20.000000 predicted=23.263907, expected=16.000000 predicted=22.360080, expected=44.000000 predicted=29.440078, expected=56.000000 predicted=33.063811, expected=8.000000 predicted=28.023303, expected=20.000000 predicted=29.958451, expected=60.000000 predicted=36.515999, expected=64.000000 predicted=39.283807, expected=32.000000 predicted=38.532022, expected=32.000000 predicted=39.244971, expected=44.000000 predicted=43.506112, expected=40.000000 predicted=43.014147, expected=52.000000 predicted=44.218147, expected=52.000000 predicted=42.670467, expected=48.000000 predicted=44.627912, expected=32.000000 predicted=44.563013, expected=36.000000 predicted=43.947624, expected=32.000000 predicted=41.350360, expected=32.000000 predicted=37.656834, expected=44.000000 predicted=37.963599, expected=72.000000 predicted=42.770611, expected=72.000000 predicted=48.172678, expected=52.000000 predicted=50.723304, expected=8.000000 predicted=45.737042, expected=48.000000 predicted=52.536999, expected=12.000000 predicted=40.007098, expected=52.000000 predicted=40.748157, expected=48.000000 predicted=38.026379, expected=32.000000 predicted=31.117780, expected=52.000000 predicted=43.659569, expected=8.000000 predicted=31.667167, expected=32.000000 predicted=38.067391, expected=24.000000 predicted=32.538074, expected=32.000000 predicted=28.722899, expected=76.000000 predicted=40.316985, expected=92.000000 predicted=45.816974, expected=40.000000 predicted=46.961978, expected=28.000000 predicted=49.769521, expected=24.000000 predicted=48.675725, expected=52.000000 predicted=52.058689, expected=20.000000 predicted=39.620817, expected=48.000000 predicted=37.092271, expected=36.000000 predicted=35.104920, expected=40.000000 predicted=35.812817, expected=28.000000 predicted=37.591900, expected=28.000000 predicted=32.814790, expected=8.000000 predicted=29.815204, expected=44.000000 predicted=32.424733, expected=32.000000 predicted=29.391647, expected=60.000000 predicted=34.637335, expected=32.000000 predicted=34.036298, expected=52.000000 predicted=38.723001, expected=48.000000 predicted=45.849733, expected=36.000000 predicted=41.402339, expected=44.000000 predicted=46.584656, expected=4.000000 predicted=33.059284, expected=24.000000 predicted=34.719238, expected=12.000000 predicted=27.127529, expected=56.000000 predicted=30.512933, expected=28.000000 predicted=27.725484, expected=32.000000 predicted=25.684569, expected=44.000000 predicted=35.422894, expected=40.000000 predicted=34.322916, expected=44.000000 predicted=41.059765, expected=40.000000 predicted=38.479914, expected=44.000000 predicted=40.873117, expected=44.000000 predicted=42.932326, expected=8.000000 predicted=33.963621, expected=4.000000 predicted=29.401842, expected=40.000000 predicted=31.969750, expected=16.000000 predicted=23.087712, expected=12.000000 predicted=19.815192, expected=20.000000 predicted=18.643587, expected=16.000000 predicted=16.820568, expected=68.000000 predicted=32.024304, expected=28.000000 predicted=25.514936, expected=36.000000 predicted=30.515505, expected=16.000000 predicted=31.491342, expected=36.000000 predicted=32.937945, expected=24.000000 predicted=33.862747, expected=48.000000 predicted=32.065780, expected=56.000000 predicted=38.012017, expected=28.000000 predicted=32.969427, expected=44.000000 predicted=40.985847, expected=36.000000 predicted=39.503111, expected=28.000000 predicted=38.124257, expected=36.000000 predicted=38.680031, expected=16.000000 predicted=29.765339, expected=68.000000 predicted=40.644588, expected=44.000000 predicted=37.855442, expected=16.000000 predicted=32.185736, expected=52.000000 predicted=42.273301, expected=56.000000 predicted=42.234495, expected=24.000000 predicted=40.207063, expected=80.000000 predicted=49.866448, expected=60.000000 predicted=47.764227, expected=20.000000 predicted=45.570142, expected=52.000000 predicted=52.177280, expected=48.000000 predicted=46.102384, expected=12.000000 predicted=41.979920, expected=52.000000 predicted=44.133712, expected=68.000000 predicted=42.305678, expected=40.000000 predicted=43.122135, expected=56.000000 predicted=49.108568, expected=36.000000 predicted=42.799324, expected=32.000000 predicted=46.074156, expected=36.000000 predicted=45.294304, expected=40.000000 predicted=39.305323, expected=68.000000 predicted=46.605413, expected=68.000000 predicted=47.399013, expected=56.000000 predicted=50.129970, expected=20.000000 predicted=46.485843, expected=36.000000 predicted=48.163984, expected=60.000000 predicted=52.152698, expected=28.000000 predicted=41.949961, expected=72.000000 predicted=49.258777, expected=32.000000 predicted=39.390940, expected=36.000000 predicted=43.481496, expected=52.000000 predicted=48.629583, expected=32.000000 predicted=39.506875, expected=56.000000 predicted=48.687824, expected=28.000000 predicted=38.027530, expected=24.000000 predicted=37.375202, expected=56.000000 predicted=43.380542, expected=40.000000 predicted=37.730507, expected=24.000000 predicted=37.684595, expected=32.000000 predicted=34.985129, expected=20.000000 predicted=31.128389, expected=32.000000 predicted=34.433545, expected=36.000000 predicted=31.038662, expected=80.000000 predicted=39.879074, expected=72.000000 predicted=46.050955, expected=24.000000 predicted=41.814886, expected=52.000000 predicted=51.711572, expected=40.000000 predicted=48.749147, expected=44.000000 predicted=51.675119, expected=56.000000 predicted=49.606375, expected=72.000000 predicted=48.724512, expected=80.000000 predicted=58.714298, expected=40.000000 predicted=53.552031, expected=60.000000 predicted=60.103918, expected=36.000000 predicted=55.304655, expected=40.000000 predicted=54.086678, expected=16.000000 predicted=43.946469, expected=44.000000 predicted=39.989662, expected=44.000000 predicted=40.163022, expected=28.000000 predicted=33.651366, expected=40.000000 predicted=36.865519, expected=28.000000 predicted=32.185415, expected=20.000000 predicted=33.080124, expected=44.000000 predicted=35.568153, expected=36.000000 predicted=31.937223, expected=28.000000 predicted=32.541679, expected=60.000000 predicted=38.554559, expected=8.000000 predicted=29.301858, expected=16.000000 predicted=32.467805, expected=28.000000 predicted=29.618325, expected=28.000000 predicted=26.779055, expected=68.000000 predicted=38.208180, expected=24.000000 predicted=26.752859, expected=68.000000 predicted=41.744764, expected=36.000000 predicted=40.737823, expected=44.000000 predicted=44.634444, expected=36.000000 predicted=46.059928, expected=48.000000 predicted=42.502143, expected=28.000000 predicted=42.565752, expected=44.000000 predicted=39.977429, expected=40.000000 predicted=39.916593, expected=48.000000 predicted=40.974679, expected=72.000000 predicted=48.777307, expected=24.000000 predicted=40.528032, expected=28.000000 predicted=42.871238, expected=32.000000 predicted=40.167578, expected=80.000000 predicted=49.120563, expected=16.000000 predicted=39.844827, expected=36.000000 predicted=37.241853, expected=40.000000 predicted=39.112784, expected=68.000000 predicted=45.253584, expected=48.000000 predicted=48.256741, expected=24.000000 predicted=37.804151, expected=28.000000 predicted=41.068758, expected=28.000000 predicted=38.419728, expected=36.000000 predicted=38.506218, expected=60.000000 predicted=38.969579, expected=24.000000 predicted=31.857404, expected=32.000000 predicted=35.224301, expected=24.000000 predicted=33.730779, expected=48.000000 predicted=37.700835, expected=28.000000 predicted=35.456857, expected=32.000000 predicted=31.408141, expected=44.000000 predicted=35.716226, expected=32.000000 predicted=33.727636, expected=52.000000 predicted=40.536792, expected=40.000000 predicted=37.804423, expected=32.000000 predicted=38.119334, expected=52.000000 predicted=43.295674, expected=32.000000 predicted=38.851702, expected=36.000000 predicted=40.768081, expected=60.000000 predicted=43.486684, expected=44.000000 predicted=41.737089, expected=36.000000 predicted=43.281937, expected=36.000000 predicted=40.951913, expected=72.000000 predicted=48.694203, expected=28.000000 predicted=44.053363, expected=36.000000 predicted=42.567190, expected=40.000000 predicted=41.988636, expected=24.000000 predicted=37.603355, expected=24.000000 predicted=37.522311, expected=36.000000 predicted=31.784838, expected=52.000000 predicted=35.844027, expected=28.000000 predicted=33.161042, expected=56.000000 predicted=38.427894, expected=40.000000 predicted=38.909341, expected=72.000000 predicted=48.531853, expected=60.000000 predicted=51.771993, expected=36.000000 predicted=47.552283, expected=32.000000 predicted=49.615205, expected=28.000000 predicted=43.702999, expected=20.000000 predicted=40.014282, expected=20.000000 predicted=32.172029, expected=48.000000 predicted=31.898522, expected=32.000000 predicted=29.393669, expected=44.000000 predicted=33.036080, expected=44.000000 predicted=35.480040, expected=44.000000 predicted=38.523078, expected=16.000000 predicted=36.865889, expected=12.000000 predicted=31.151853, expected=12.000000 predicted=27.766246, expected=48.000000 predicted=30.433791, expected=40.000000 predicted=28.916685, expected=40.000000 predicted=28.688977, expected=32.000000 predicted=31.152550, expected=12.000000 predicted=28.940009, expected=36.000000 predicted=35.484045, expected=12.000000 predicted=27.099254, expected=40.000000 predicted=29.697070, expected=8.000000 predicted=22.398444, expected=16.000000 predicted=20.212089, expected=24.000000 Test MSE: 347.901
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898])] predicted=36.367396, expected=4.000000 predicted=41.484584, expected=12.000000 predicted=37.826371, expected=8.000000 predicted=22.634184, expected=20.000000 predicted=30.310876, expected=8.000000 predicted=23.723356, expected=28.000000 predicted=14.182736, expected=56.000000 predicted=22.647356, expected=4.000000 predicted=23.790561, expected=20.000000 predicted=23.318075, expected=68.000000 predicted=29.623567, expected=28.000000 predicted=36.287722, expected=28.000000 predicted=34.835187, expected=12.000000 predicted=26.709573, expected=8.000000 predicted=26.968543, expected=12.000000 predicted=22.108670, expected=20.000000 predicted=16.948636, expected=28.000000 predicted=17.750780, expected=20.000000 predicted=17.850618, expected=16.000000 predicted=18.419932, expected=96.000000 predicted=32.583310, expected=16.000000 predicted=36.016732, expected=16.000000 predicted=35.305767, expected=16.000000 predicted=27.117819, expected=152.000000 predicted=51.808269, expected=16.000000 predicted=53.382536, expected=4.000000 predicted=43.593776, expected=20.000000 predicted=35.926559, expected=92.000000 predicted=48.540762, expected=8.000000 predicted=43.074579, expected=12.000000 predicted=29.059395, expected=16.000000 predicted=26.529374, expected=12.000000 predicted=25.271800, expected=12.000000 predicted=20.320293, expected=24.000000 predicted=14.274272, expected=28.000000 predicted=17.603657, expected=24.000000 predicted=20.106517, expected=36.000000 predicted=23.860138, expected=20.000000 predicted=25.289511, expected=24.000000 predicted=26.471705, expected=12.000000 predicted=23.784333, expected=12.000000 predicted=20.865739, expected=24.000000 predicted=19.740324, expected=160.000000 predicted=41.383586, expected=68.000000 predicted=54.059521, expected=36.000000 predicted=60.002317, expected=20.000000 predicted=57.516553, expected=16.000000 predicted=53.357110, expected=8.000000 predicted=43.088638, expected=24.000000 predicted=25.323869, expected=180.000000 predicted=48.277595, expected=4.000000 predicted=45.982598, expected=16.000000 predicted=47.315293, expected=4.000000 predicted=40.164777, expected=204.000000 predicted=67.411640, expected=8.000000 predicted=65.622839, expected=16.000000 predicted=47.048396, expected=4.000000 predicted=54.356510, expected=76.000000 predicted=47.543782, expected=4.000000 predicted=43.640239, expected=56.000000 predicted=26.978239, expected=4.000000 predicted=32.051366, expected=12.000000 predicted=24.424455, expected=72.000000 predicted=36.356265, expected=8.000000 predicted=25.567175, expected=8.000000 predicted=25.939608, expected=60.000000 predicted=30.714822, expected=4.000000 predicted=26.107672, expected=60.000000 predicted=32.151805, expected=8.000000 predicted=28.749051, expected=4.000000 predicted=23.835417, expected=244.000000 predicted=55.726838, expected=24.000000 predicted=58.541538, expected=12.000000 predicted=65.327666, expected=12.000000 predicted=66.852623, expected=4.000000 predicted=52.352892, expected=4.000000 predicted=40.683602, expected=20.000000 predicted=11.594206, expected=68.000000 predicted=17.894234, expected=8.000000 predicted=19.660372, expected=64.000000 predicted=29.143159, expected=40.000000 predicted=36.638269, expected=24.000000 predicted=37.767989, expected=4.000000 predicted=36.024681, expected=8.000000 predicted=26.089728, expected=12.000000 predicted=22.900666, expected=16.000000 predicted=15.266639, expected=28.000000 predicted=14.324764, expected=8.000000 predicted=13.465427, expected=8.000000 predicted=14.297788, expected=4.000000 predicted=13.462868, expected=4.000000 predicted=10.782447, expected=124.000000 predicted=25.206659, expected=4.000000 predicted=26.038036, expected=24.000000 predicted=30.959868, expected=12.000000 predicted=34.556009, expected=20.000000 predicted=30.667480, expected=36.000000 predicted=31.701389, expected=16.000000 predicted=19.314740, expected=4.000000 predicted=19.487769, expected=12.000000 predicted=17.843649, expected=16.000000 predicted=16.690070, expected=16.000000 predicted=15.085333, expected=4.000000 predicted=11.588212, expected=8.000000 predicted=10.747523, expected=16.000000 predicted=11.802344, expected=4.000000 predicted=10.234104, expected=16.000000 predicted=10.282266, expected=8.000000 predicted=9.847733, expected=28.000000 predicted=12.744977, expected=8.000000 predicted=13.533697, expected=8.000000 predicted=12.726949, expected=20.000000 predicted=14.904137, expected=8.000000 predicted=13.324031, expected=8.000000 predicted=12.749988, expected=20.000000 predicted=12.221902, expected=4.000000 predicted=11.481216, expected=4.000000 predicted=10.546406, expected=12.000000 predicted=9.636412, expected=16.000000 predicted=10.081888, expected=4.000000 predicted=9.568526, expected=8.000000 predicted=8.602753, expected=4.000000 predicted=8.543182, expected=12.000000 predicted=8.755317, expected=8.000000 predicted=8.225363, expected=12.000000 predicted=7.988795, expected=8.000000 predicted=8.909591, expected=24.000000 predicted=11.139957, expected=8.000000 predicted=12.134631, expected=4.000000 predicted=11.233614, expected=8.000000 predicted=11.218723, expected=4.000000 predicted=9.238047, expected=4.000000 predicted=7.811108, expected=4.000000 predicted=5.316430, expected=4.000000 predicted=4.619747, expected=4.000000 predicted=4.456566, expected=68.000000 predicted=12.763012, expected=12.000000 predicted=16.260337, expected=4.000000 predicted=17.947772, expected=28.000000 predicted=22.604121, expected=8.000000 predicted=20.740327, expected=4.000000 predicted=18.468597, expected=20.000000 predicted=13.073457, expected=16.000000 predicted=13.104219, expected=108.000000 predicted=27.065319, expected=12.000000 predicted=29.540743, expected=8.000000 predicted=31.597551, expected=12.000000 predicted=33.558037, expected=12.000000 predicted=27.480063, expected=4.000000 predicted=21.801244, expected=8.000000 predicted=9.416793, expected=24.000000 predicted=10.924166, expected=32.000000 predicted=14.396006, expected=12.000000 predicted=15.711330, expected=8.000000 predicted=16.327859, expected=24.000000 predicted=18.706152, expected=16.000000 predicted=18.551533, expected=8.000000 predicted=16.069638, expected=8.000000 predicted=13.463278, expected=88.000000 predicted=23.358834, expected=88.000000 predicted=36.503142, expected=4.000000 predicted=37.679795, expected=12.000000 predicted=40.760861, expected=16.000000 predicted=39.303490, expected=8.000000 predicted=31.997930, expected=4.000000 predicted=18.809177, expected=8.000000 predicted=9.177956, expected=8.000000 predicted=8.966624, expected=8.000000 predicted=8.096233, expected=64.000000 predicted=15.558843, expected=4.000000 predicted=16.514268, expected=4.000000 predicted=17.673983, expected=12.000000 predicted=19.059210, expected=4.000000 predicted=15.422485, expected=4.000000 predicted=12.776795, expected=4.000000 predicted=5.677503, expected=8.000000 predicted=5.837218, expected=64.000000 predicted=14.411051, expected=52.000000 predicted=22.135842, expected=16.000000 predicted=26.455037, expected=8.000000 predicted=29.278056, expected=4.000000 predicted=27.198725, expected=4.000000 predicted=22.212463, expected=8.000000 predicted=13.129684, expected=16.000000 predicted=8.559143, expected=20.000000 predicted=9.699134, expected=28.000000 predicted=13.499064, expected=8.000000 predicted=14.918013, expected=12.000000 predicted=16.248784, expected=128.000000 predicted=33.834421, expected=24.000000 predicted=36.142215, expected=20.000000 predicted=39.267338, expected=4.000000 predicted=38.630696, expected=8.000000 predicted=32.803464, expected=4.000000 predicted=26.417528, expected=4.000000 predicted=9.671448, expected=88.000000 predicted=19.610503, expected=24.000000 predicted=21.941581, expected=24.000000 predicted=27.130840, expected=8.000000 predicted=29.352831, expected=4.000000 predicted=26.029048, expected=180.000000 predicted=48.502561, expected=28.000000 predicted=43.608933, expected=4.000000 predicted=45.105968, expected=20.000000 predicted=48.454339, expected=4.000000 predicted=42.941184, expected=4.000000 predicted=32.849283, expected=8.000000 predicted=10.691700, expected=16.000000 predicted=9.209942, expected=4.000000 predicted=8.627950, expected=4.000000 predicted=7.110606, expected=4.000000 predicted=7.115246, expected=4.000000 predicted=6.512710, expected=28.000000 predicted=9.045293, expected=48.000000 predicted=14.655872, expected=20.000000 predicted=18.297823, expected=12.000000 predicted=21.189859, expected=16.000000 predicted=23.292289, expected=4.000000 predicted=21.159432, expected=4.000000 predicted=15.896071, expected=4.000000 predicted=9.683603, expected=40.000000 predicted=12.515326, expected=16.000000 predicted=13.187965, expected=4.000000 predicted=12.874022, expected=4.000000 predicted=13.608511, expected=4.000000 predicted=12.585283, expected=16.000000 predicted=12.180505, expected=20.000000 predicted=9.849458, expected=16.000000 predicted=10.757171, expected=20.000000 predicted=13.920914, expected=12.000000 predicted=15.447618, expected=4.000000 predicted=14.975199, expected=24.000000 predicted=15.811670, expected=4.000000 predicted=13.073437, expected=8.000000 predicted=11.718803, expected=4.000000 predicted=9.652342, expected=12.000000 predicted=9.404400, expected=44.000000 predicted=14.652511, expected=4.000000 predicted=12.778834, expected=20.000000 predicted=16.207313, expected=4.000000 predicted=16.107672, expected=4.000000 predicted=14.896710, expected=32.000000 predicted=16.284198, expected=4.000000 predicted=11.365954, expected=20.000000 predicted=13.700975, expected=8.000000 predicted=12.889305, expected=12.000000 predicted=13.788498, expected=4.000000 predicted=12.633828, expected=16.000000 predicted=10.927194, expected=20.000000 predicted=12.622529, expected=24.000000 predicted=13.842225, expected=28.000000 predicted=17.400990, expected=4.000000 predicted=17.082374, expected=12.000000 predicted=18.041967, expected=88.000000 predicted=28.350437, expected=4.000000 predicted=25.885424, expected=8.000000 predicted=25.332600, expected=4.000000 predicted=23.122846, expected=4.000000 predicted=20.380643, expected=24.000000 predicted=17.886649, expected=4.000000 predicted=7.959205, expected=24.000000 predicted=11.336890, expected=32.000000 predicted=15.556384, expected=16.000000 predicted=17.755971, expected=8.000000 predicted=18.353966, expected=24.000000 predicted=19.141635, expected=4.000000 predicted=17.722119, expected=32.000000 predicted=18.317429, expected=8.000000 predicted=15.348750, expected=100.000000 predicted=28.434924, expected=4.000000 predicted=28.854668, expected=32.000000 predicted=32.169722, expected=24.000000 predicted=35.252449, expected=16.000000 predicted=31.742692, expected=8.000000 predicted=27.654833, expected=12.000000 predicted=17.053948, expected=4.000000 predicted=15.322664, expected=88.000000 predicted=23.287480, expected=4.000000 predicted=21.884112, expected=8.000000 predicted=22.489057, expected=20.000000 predicted=25.064355, expected=20.000000 predicted=24.441216, expected=24.000000 predicted=23.637103, expected=4.000000 predicted=14.342869, expected=16.000000 predicted=16.106425, expected=16.000000 predicted=16.541715, expected=4.000000 predicted=13.697421, expected=28.000000 predicted=14.636204, expected=4.000000 predicted=12.547081, expected=28.000000 predicted=15.626896, expected=24.000000 predicted=17.253067, expected=12.000000 predicted=17.316709, expected=8.000000 predicted=17.479628, expected=4.000000 predicted=14.458948, expected=12.000000 predicted=13.921376, expected=16.000000 predicted=11.690440, expected=16.000000 predicted=10.943640, expected=20.000000 predicted=12.741306, expected=4.000000 predicted=12.797524, expected=20.000000 predicted=14.888344, expected=32.000000 predicted=17.568223, expected=8.000000 predicted=16.564993, expected=148.000000 Test MSE: 1242.402
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301])] predicted=6.612102, expected=8.000000 predicted=7.941615, expected=16.000000 predicted=10.265153, expected=4.000000 predicted=8.608934, expected=4.000000 predicted=7.450193, expected=4.000000 predicted=6.829487, expected=8.000000 predicted=7.877405, expected=12.000000 predicted=8.245259, expected=20.000000 predicted=9.239603, expected=8.000000 predicted=8.359285, expected=16.000000 predicted=11.463589, expected=8.000000 predicted=11.730406, expected=4.000000 predicted=10.946351, expected=8.000000 predicted=10.865746, expected=24.000000 predicted=12.897758, expected=8.000000 predicted=10.373980, expected=4.000000 predicted=8.245320, expected=4.000000 predicted=8.741645, expected=4.000000 predicted=9.111212, expected=4.000000 predicted=8.079976, expected=4.000000 predicted=4.621140, expected=12.000000 predicted=5.918438, expected=12.000000 predicted=6.791281, expected=4.000000 predicted=5.799830, expected=20.000000 predicted=10.273339, expected=4.000000 predicted=8.610069, expected=4.000000 predicted=8.815229, expected=8.000000 predicted=9.037850, expected=4.000000 predicted=7.387666, expected=4.000000 predicted=7.155253, expected=8.000000 predicted=5.614326, expected=8.000000 predicted=6.110602, expected=12.000000 predicted=7.531722, expected=4.000000 predicted=6.028730, expected=4.000000 predicted=6.399988, expected=12.000000 predicted=8.688742, expected=16.000000 predicted=9.917111, expected=12.000000 predicted=9.567698, expected=8.000000 predicted=8.695721, expected=4.000000 predicted=8.952351, expected=4.000000 predicted=9.418609, expected=8.000000 predicted=9.143391, expected=12.000000 predicted=8.460913, expected=8.000000 predicted=6.978198, expected=8.000000 predicted=7.052917, expected=8.000000 predicted=7.983616, expected=12.000000 predicted=9.712036, expected=12.000000 predicted=10.069826, expected=32.000000 predicted=14.858708, expected=8.000000 predicted=11.792412, expected=12.000000 predicted=13.342145, expected=12.000000 predicted=14.931824, expected=12.000000 predicted=15.067958, expected=8.000000 predicted=13.757830, expected=8.000000 predicted=9.897185, expected=16.000000 predicted=12.040675, expected=8.000000 predicted=10.283362, expected=12.000000 predicted=10.629137, expected=8.000000 predicted=9.801683, expected=12.000000 predicted=10.927528, expected=4.000000 predicted=9.504529, expected=8.000000 predicted=8.755662, expected=8.000000 predicted=8.854188, expected=4.000000 predicted=7.048359, expected=8.000000 predicted=7.467161, expected=16.000000 predicted=8.754584, expected=8.000000 predicted=8.184988, expected=8.000000 predicted=8.247757, expected=40.000000 predicted=16.466203, expected=4.000000 predicted=12.124533, expected=4.000000 predicted=12.431579, expected=4.000000 predicted=11.631205, expected=12.000000 predicted=13.045338, expected=16.000000 predicted=13.958243, expected=12.000000 predicted=8.194387, expected=4.000000 predicted=7.758913, expected=4.000000 predicted=8.548136, expected=4.000000 predicted=8.950426, expected=4.000000 predicted=7.514163, expected=8.000000 predicted=6.307908, expected=4.000000 predicted=4.392412, expected=4.000000 predicted=4.473087, expected=4.000000 predicted=4.648113, expected=16.000000 predicted=7.554398, expected=4.000000 predicted=5.957869, expected=12.000000 predicted=7.384126, expected=16.000000 predicted=9.759920, expected=8.000000 predicted=9.450443, expected=8.000000 predicted=10.378970, expected=4.000000 predicted=8.444791, expected=4.000000 predicted=8.742469, expected=8.000000 predicted=8.409528, expected=4.000000 predicted=5.819333, expected=8.000000 predicted=6.124916, expected=12.000000 predicted=6.995589, expected=8.000000 predicted=7.048176, expected=8.000000 predicted=7.772527, expected=4.000000 predicted=7.013872, expected=8.000000 predicted=8.272746, expected=4.000000 predicted=7.192386, expected=8.000000 predicted=6.856333, expected=36.000000 predicted=13.462209, expected=4.000000 predicted=8.736466, expected=8.000000 predicted=10.548017, expected=8.000000 predicted=11.477912, expected=16.000000 predicted=14.362210, expected=16.000000 predicted=14.832988, expected=16.000000 predicted=11.058645, expected=4.000000 predicted=10.327712, expected=8.000000 predicted=11.456315, expected=16.000000 predicted=13.617317, expected=4.000000 predicted=10.133419, expected=4.000000 predicted=8.329214, expected=12.000000 predicted=8.634036, expected=24.000000 predicted=12.400642, expected=24.000000 predicted=13.915429, expected=4.000000 predicted=9.994117, expected=4.000000 predicted=11.581007, expected=4.000000 predicted=12.672442, expected=8.000000 predicted=12.198584, expected=20.000000 predicted=11.727181, expected=8.000000 predicted=7.029623, expected=12.000000 predicted=8.963283, expected=12.000000 predicted=10.697592, expected=8.000000 predicted=11.216014, expected=20.000000 predicted=14.094014, expected=8.000000 predicted=10.691272, expected=12.000000 predicted=11.922374, expected=8.000000 predicted=11.121334, expected=8.000000 predicted=10.856479, expected=20.000000 predicted=13.527914, expected=8.000000 predicted=10.046844, expected=4.000000 predicted=9.257387, expected=8.000000 predicted=9.582418, expected=4.000000 predicted=8.947522, expected=4.000000 predicted=8.001684, expected=8.000000 predicted=6.252123, expected=4.000000 predicted=5.177834, expected=12.000000 predicted=7.039578, expected=4.000000 predicted=5.465797, expected=40.000000 predicted=14.127011, expected=4.000000 predicted=10.169216, expected=8.000000 predicted=10.963541, expected=24.000000 predicted=16.197916, expected=16.000000 predicted=16.619463, expected=12.000000 predicted=16.598988, expected=8.000000 predicted=11.572411, expected=4.000000 predicted=12.194894, expected=4.000000 predicted=11.559566, expected=12.000000 predicted=10.043284, expected=4.000000 predicted=6.965315, expected=4.000000 predicted=5.714073, expected=4.000000 predicted=5.302289, expected=20.000000 predicted=9.176855, expected=12.000000 predicted=8.847027, expected=4.000000 predicted=6.996630, expected=4.000000 predicted=7.778829, expected=16.000000 predicted=11.253400, expected=24.000000 predicted=13.995490, expected=4.000000 predicted=8.938964, expected=8.000000 predicted=9.712828, expected=8.000000 predicted=11.257720, expected=16.000000 predicted=13.603076, expected=4.000000 predicted=9.637083, expected=8.000000 predicted=8.016405, expected=4.000000 predicted=7.993001, expected=4.000000 predicted=7.538391, expected=4.000000 predicted=6.574612, expected=4.000000 predicted=4.762984, expected=16.000000 predicted=7.311958, expected=4.000000 predicted=5.230800, expected=4.000000 predicted=5.580958, expected=12.000000 predicted=7.933024, expected=8.000000 predicted=8.118781, expected=16.000000 predicted=10.040402, expected=28.000000 predicted=12.667919, expected=4.000000 predicted=10.423721, expected=8.000000 predicted=12.390602, expected=12.000000 predicted=13.473472, expected=12.000000 predicted=13.913863, expected=8.000000 predicted=11.364609, expected=4.000000 predicted=7.714851, expected=8.000000 predicted=9.088073, expected=4.000000 predicted=7.949081, expected=4.000000 predicted=6.576443, expected=8.000000 predicted=6.210347, expected=12.000000 predicted=6.994964, expected=16.000000 predicted=8.716616, expected=20.000000 predicted=10.724245, expected=4.000000 predicted=9.483413, expected=20.000000 predicted=14.173790, expected=4.000000 predicted=12.180526, expected=20.000000 predicted=14.786216, expected=20.000000 predicted=14.632073, expected=4.000000 predicted=11.206705, expected=12.000000 predicted=13.247707, expected=4.000000 predicted=10.929111, expected=28.000000 predicted=16.103175, expected=4.000000 predicted=10.560436, expected=12.000000 predicted=10.587273, expected=8.000000 predicted=11.289973, expected=8.000000 predicted=11.424968, expected=16.000000 predicted=12.516396, expected=4.000000 predicted=8.358042, expected=12.000000 predicted=10.015027, expected=4.000000 predicted=8.501851, expected=4.000000 predicted=8.215183, expected=24.000000 predicted=11.314943, expected=8.000000 predicted=8.940147, expected=4.000000 predicted=8.340277, expected=8.000000 predicted=8.868349, expected=28.000000 predicted=14.563163, expected=8.000000 predicted=11.836623, expected=16.000000 predicted=11.532482, expected=4.000000 predicted=11.210510, expected=4.000000 predicted=12.114034, expected=8.000000 predicted=11.374363, expected=8.000000 predicted=8.441783, expected=4.000000 predicted=6.727871, expected=20.000000 predicted=8.546786, expected=24.000000 predicted=11.642091, expected=20.000000 predicted=13.347959, expected=8.000000 predicted=12.857060, expected=4.000000 predicted=13.564297, expected=24.000000 predicted=18.328973, expected=4.000000 predicted=13.358434, expected=32.000000 predicted=15.563238, expected=4.000000 predicted=11.803883, expected=4.000000 predicted=12.022900, expected=4.000000 predicted=12.063657, expected=4.000000 predicted=10.125511, expected=8.000000 predicted=8.909923, expected=4.000000 predicted=4.480101, expected=4.000000 predicted=4.479391, expected=12.000000 predicted=6.319324, expected=16.000000 predicted=8.342198, expected=8.000000 predicted=7.928109, expected=4.000000 predicted=7.449389, expected=8.000000 predicted=9.214027, expected=4.000000 predicted=8.970839, expected=4.000000 predicted=7.080767, expected=24.000000 predicted=9.377067, expected=8.000000 predicted=8.184115, expected=12.000000 predicted=9.290243, expected=4.000000 predicted=9.056000, expected=8.000000 predicted=10.894502, expected=20.000000 predicted=12.968158, expected=12.000000 predicted=10.508426, expected=4.000000 predicted=8.909372, expected=4.000000 predicted=8.723879, expected=12.000000 predicted=11.181703, expected=8.000000 predicted=9.898231, expected=16.000000 predicted=9.110829, expected=12.000000 predicted=9.034940, expected=12.000000 predicted=10.620313, expected=8.000000 predicted=11.009284, expected=8.000000 predicted=10.975559, expected=12.000000 predicted=11.580469, expected=8.000000 predicted=9.964577, expected=16.000000 predicted=10.713458, expected=12.000000 predicted=10.519617, expected=24.000000 predicted=13.662808, expected=4.000000 predicted=11.760804, expected=4.000000 predicted=11.161903, expected=4.000000 predicted=11.090239, expected=16.000000 predicted=12.039699, expected=16.000000 predicted=10.926261, expected=12.000000 predicted=8.580453, expected=4.000000 predicted=8.580618, expected=4.000000 predicted=9.761621, expected=4.000000 predicted=9.886007, expected=20.000000 predicted=10.867404, expected=16.000000 predicted=9.652374, expected=8.000000 predicted=8.162920, expected=16.000000 predicted=11.203766, expected=4.000000 predicted=11.667102, expected=8.000000 predicted=12.096227, expected=4.000000 predicted=9.323775, expected=8.000000 predicted=8.562793, expected=12.000000 predicted=8.656179, expected=4.000000 predicted=6.359160, expected=16.000000 predicted=8.684702, expected=16.000000 predicted=10.260453, expected=12.000000 predicted=10.986673, expected=4.000000 predicted=9.739073, expected=24.000000 predicted=13.811291, expected=28.000000 predicted=17.339240, expected=12.000000 predicted=14.593644, expected=4.000000 predicted=12.668671, expected=16.000000 predicted=16.293486, expected=12.000000 predicted=16.863238, expected=4.000000 predicted=11.731665, expected=16.000000 predicted=10.857946, expected=4.000000 predicted=9.508760, expected=4.000000 predicted=9.034951, expected=32.000000 predicted=13.058089, expected=4.000000 predicted=9.960633, expected=16.000000 predicted=11.864059, expected=24.000000 predicted=14.234836, expected=8.000000 Test MSE: 57.076
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625])] predicted=12.531016, expected=4.000000 predicted=11.952268, expected=16.000000 predicted=15.066081, expected=36.000000 predicted=20.547238, expected=12.000000 predicted=17.002226, expected=8.000000 predicted=13.376813, expected=8.000000 predicted=11.792624, expected=4.000000 predicted=12.620619, expected=12.000000 predicted=15.924316, expected=16.000000 predicted=11.027891, expected=20.000000 predicted=11.887541, expected=12.000000 predicted=12.001436, expected=16.000000 predicted=12.001260, expected=8.000000 predicted=13.308459, expected=8.000000 predicted=12.647032, expected=8.000000 predicted=12.588545, expected=4.000000 predicted=8.966738, expected=28.000000 predicted=13.525933, expected=28.000000 predicted=15.586877, expected=12.000000 predicted=14.128197, expected=16.000000 predicted=14.604848, expected=16.000000 predicted=15.070307, expected=16.000000 predicted=19.910357, expected=28.000000 predicted=21.346741, expected=8.000000 predicted=15.482099, expected=12.000000 predicted=14.865656, expected=8.000000 predicted=14.213683, expected=12.000000 predicted=13.430402, expected=4.000000 predicted=13.719770, expected=4.000000 predicted=7.151000, expected=32.000000 predicted=13.415995, expected=20.000000 predicted=14.505335, expected=8.000000 predicted=12.846839, expected=8.000000 predicted=10.800160, expected=4.000000 predicted=10.069335, expected=8.000000 predicted=14.868794, expected=4.000000 predicted=9.836947, expected=12.000000 predicted=7.532460, expected=28.000000 predicted=12.170288, expected=16.000000 predicted=12.261497, expected=24.000000 predicted=15.101541, expected=4.000000 predicted=12.803838, expected=16.000000 predicted=14.710891, expected=8.000000 predicted=17.217452, expected=24.000000 predicted=15.466602, expected=32.000000 predicted=21.010846, expected=12.000000 predicted=14.766186, expected=4.000000 predicted=14.390716, expected=8.000000 predicted=12.329788, expected=12.000000 predicted=15.778564, expected=16.000000 predicted=16.760883, expected=24.000000 predicted=13.947721, expected=16.000000 predicted=12.882524, expected=12.000000 predicted=13.307811, expected=20.000000 predicted=16.013814, expected=8.000000 predicted=15.447920, expected=20.000000 predicted=17.387014, expected=24.000000 predicted=17.714155, expected=8.000000 predicted=14.517506, expected=20.000000 predicted=16.835140, expected=12.000000 predicted=14.316177, expected=8.000000 predicted=14.889745, expected=16.000000 predicted=15.830500, expected=16.000000 predicted=12.953963, expected=4.000000 predicted=13.073377, expected=4.000000 predicted=9.193570, expected=16.000000 predicted=10.351041, expected=32.000000 predicted=16.753903, expected=16.000000 predicted=16.111547, expected=20.000000 predicted=13.907969, expected=8.000000 predicted=13.715485, expected=4.000000 predicted=14.042583, expected=4.000000 predicted=15.154374, expected=20.000000 predicted=12.904268, expected=20.000000 predicted=15.176902, expected=20.000000 predicted=13.037752, expected=12.000000 predicted=12.118290, expected=4.000000 predicted=10.611137, expected=8.000000 predicted=13.633877, expected=12.000000 predicted=13.518946, expected=8.000000 predicted=11.919565, expected=32.000000 predicted=14.259995, expected=12.000000 predicted=12.623283, expected=8.000000 predicted=11.429411, expected=8.000000 predicted=12.271035, expected=8.000000 predicted=11.046234, expected=4.000000 predicted=14.157696, expected=20.000000 predicted=10.949804, expected=12.000000 predicted=10.643791, expected=8.000000 predicted=9.360828, expected=12.000000 predicted=10.173082, expected=8.000000 predicted=9.322139, expected=12.000000 predicted=12.984682, expected=24.000000 predicted=13.765150, expected=12.000000 predicted=12.573446, expected=4.000000 predicted=10.929446, expected=8.000000 predicted=9.894870, expected=4.000000 predicted=10.000904, expected=4.000000 predicted=10.791873, expected=16.000000 predicted=9.275929, expected=16.000000 predicted=9.185426, expected=12.000000 predicted=10.162800, expected=8.000000 predicted=8.800103, expected=16.000000 predicted=10.744173, expected=20.000000 predicted=15.617497, expected=4.000000 predicted=12.694810, expected=16.000000 predicted=12.195760, expected=8.000000 predicted=11.266713, expected=12.000000 predicted=12.666073, expected=24.000000 predicted=16.037195, expected=16.000000 predicted=12.744537, expected=16.000000 predicted=15.423989, expected=16.000000 predicted=14.208101, expected=12.000000 predicted=14.840270, expected=16.000000 predicted=17.488090, expected=16.000000 predicted=15.580498, expected=20.000000 predicted=16.391349, expected=28.000000 predicted=18.905974, expected=20.000000 predicted=18.311553, expected=28.000000 predicted=20.974714, expected=8.000000 predicted=18.617501, expected=12.000000 predicted=17.672865, expected=12.000000 predicted=18.750260, expected=4.000000 predicted=13.717011, expected=16.000000 predicted=15.394968, expected=12.000000 predicted=10.802483, expected=24.000000 predicted=14.108465, expected=16.000000 predicted=14.647186, expected=12.000000 predicted=12.074374, expected=8.000000 predicted=13.902637, expected=12.000000 predicted=12.976419, expected=4.000000 predicted=13.583485, expected=8.000000 predicted=10.244015, expected=12.000000 predicted=10.002089, expected=12.000000 predicted=9.571098, expected=16.000000 predicted=11.534756, expected=12.000000 predicted=10.040430, expected=16.000000 predicted=12.122045, expected=16.000000 predicted=14.039377, expected=16.000000 predicted=14.419825, expected=4.000000 predicted=12.864343, expected=8.000000 predicted=10.830774, expected=12.000000 predicted=12.429975, expected=12.000000 predicted=12.234049, expected=16.000000 predicted=12.651509, expected=24.000000 predicted=12.730317, expected=16.000000 predicted=14.369798, expected=16.000000 predicted=15.198459, expected=44.000000 predicted=22.023208, expected=8.000000 predicted=20.336314, expected=12.000000 predicted=18.661623, expected=4.000000 predicted=14.866181, expected=20.000000 predicted=16.337159, expected=4.000000 predicted=19.433603, expected=16.000000 predicted=10.087534, expected=24.000000 predicted=14.674419, expected=8.000000 predicted=11.440864, expected=24.000000 predicted=16.859588, expected=20.000000 predicted=15.146290, expected=12.000000 predicted=16.607331, expected=20.000000 predicted=18.752369, expected=40.000000 predicted=20.689914, expected=24.000000 predicted=24.843549, expected=28.000000 predicted=23.719653, expected=12.000000 predicted=20.119044, expected=12.000000 predicted=20.024569, expected=16.000000 predicted=23.685192, expected=12.000000 predicted=17.704372, expected=20.000000 predicted=18.586041, expected=20.000000 predicted=15.705261, expected=4.000000 predicted=12.896443, expected=16.000000 predicted=14.122252, expected=16.000000 predicted=14.512158, expected=4.000000 predicted=13.527298, expected=24.000000 predicted=15.341561, expected=20.000000 predicted=13.789528, expected=12.000000 predicted=15.376774, expected=16.000000 predicted=15.236920, expected=12.000000 predicted=12.579865, expected=8.000000 predicted=15.674477, expected=16.000000 predicted=14.762548, expected=8.000000 predicted=11.830739, expected=12.000000 predicted=12.312126, expected=12.000000 predicted=11.554861, expected=20.000000 predicted=12.609296, expected=8.000000 predicted=13.288986, expected=4.000000 predicted=9.129124, expected=12.000000 predicted=10.898380, expected=20.000000 predicted=13.321869, expected=8.000000 predicted=13.527805, expected=16.000000 predicted=10.974948, expected=12.000000 predicted=10.918766, expected=8.000000 predicted=11.883424, expected=24.000000 predicted=16.115164, expected=12.000000 predicted=13.094422, expected=12.000000 predicted=13.902925, expected=8.000000 predicted=11.941008, expected=16.000000 predicted=12.231095, expected=24.000000 predicted=18.294220, expected=12.000000 predicted=14.185460, expected=8.000000 predicted=12.325703, expected=24.000000 predicted=14.470706, expected=24.000000 predicted=18.793230, expected=20.000000 predicted=20.091538, expected=12.000000 predicted=15.584452, expected=8.000000 predicted=13.402643, expected=20.000000 predicted=18.491597, expected=16.000000 predicted=18.080402, expected=8.000000 predicted=14.407736, expected=12.000000 predicted=12.105024, expected=24.000000 predicted=14.398526, expected=8.000000 predicted=15.457555, expected=24.000000 predicted=15.802991, expected=4.000000 predicted=12.260628, expected=16.000000 predicted=13.434320, expected=16.000000 predicted=16.964500, expected=20.000000 predicted=14.150105, expected=16.000000 predicted=17.628577, expected=8.000000 predicted=11.346369, expected=12.000000 predicted=14.070249, expected=28.000000 predicted=17.459137, expected=16.000000 predicted=17.961193, expected=8.000000 predicted=14.156135, expected=16.000000 predicted=13.251472, expected=8.000000 predicted=13.608368, expected=20.000000 predicted=17.764491, expected=12.000000 predicted=14.124359, expected=8.000000 predicted=10.825754, expected=20.000000 predicted=14.512732, expected=20.000000 predicted=14.532433, expected=12.000000 predicted=16.003219, expected=20.000000 predicted=15.006708, expected=8.000000 predicted=13.262209, expected=4.000000 predicted=13.426870, expected=8.000000 predicted=12.301465, expected=8.000000 predicted=9.945294, expected=16.000000 predicted=12.529743, expected=8.000000 predicted=8.971802, expected=28.000000 predicted=12.034415, expected=12.000000 predicted=13.418350, expected=32.000000 predicted=16.849670, expected=8.000000 predicted=17.361490, expected=12.000000 predicted=13.935896, expected=12.000000 predicted=18.193543, expected=20.000000 predicted=15.422582, expected=20.000000 predicted=20.223963, expected=8.000000 predicted=12.340200, expected=24.000000 predicted=15.524986, expected=20.000000 predicted=17.328143, expected=8.000000 predicted=16.468819, expected=20.000000 predicted=16.856362, expected=12.000000 predicted=14.204290, expected=24.000000 predicted=19.056556, expected=4.000000 predicted=15.160218, expected=20.000000 predicted=13.203528, expected=4.000000 predicted=14.526748, expected=16.000000 predicted=12.508608, expected=16.000000 predicted=16.019891, expected=4.000000 predicted=9.295504, expected=32.000000 predicted=16.688956, expected=24.000000 predicted=16.250621, expected=12.000000 predicted=17.012862, expected=20.000000 predicted=17.323402, expected=4.000000 predicted=13.337875, expected=12.000000 predicted=18.046959, expected=8.000000 predicted=14.359735, expected=24.000000 predicted=13.750263, expected=32.000000 predicted=19.299994, expected=12.000000 predicted=14.484072, expected=16.000000 predicted=15.748775, expected=4.000000 predicted=13.581919, expected=8.000000 predicted=15.594203, expected=12.000000 predicted=16.152292, expected=16.000000 predicted=12.013399, expected=32.000000 predicted=16.690749, expected=8.000000 predicted=12.773279, expected=16.000000 predicted=13.445978, expected=16.000000 predicted=15.780999, expected=4.000000 predicted=14.541595, expected=4.000000 predicted=14.437403, expected=8.000000 predicted=8.550337, expected=8.000000 predicted=10.201766, expected=12.000000 predicted=10.041326, expected=16.000000 predicted=8.890371, expected=12.000000 predicted=9.710376, expected=20.000000 predicted=12.550861, expected=8.000000 predicted=12.022990, expected=12.000000 predicted=12.492500, expected=12.000000 predicted=13.449022, expected=12.000000 predicted=12.499563, expected=12.000000 predicted=13.622267, expected=4.000000 predicted=9.191643, expected=12.000000 predicted=10.399739, expected=4.000000 predicted=9.424014, expected=20.000000 predicted=11.257610, expected=12.000000 predicted=11.747185, expected=24.000000 predicted=12.372073, expected=24.000000 predicted=16.782038, expected=16.000000 predicted=15.264646, expected=16.000000 predicted=18.218838, expected=12.000000 predicted=15.841982, expected=20.000000 predicted=19.121419, expected=40.000000 predicted=23.628468, expected=4.000000 predicted=18.174303, expected=24.000000 predicted=17.718398, expected=4.000000 predicted=15.763268, expected=4.000000 predicted=14.703362, expected=12.000000 predicted=17.223176, expected=20.000000 predicted=11.347897, expected=8.000000 predicted=14.150684, expected=16.000000 predicted=9.719622, expected=20.000000 predicted=12.703811, expected=20.000000 predicted=16.225210, expected=16.000000 predicted=17.292403, expected=28.000000 predicted=17.201515, expected=20.000000 predicted=20.106410, expected=20.000000 predicted=20.417938, expected=16.000000 predicted=19.481608, expected=16.000000 predicted=18.234367, expected=8.000000 predicted=18.364386, expected=8.000000 predicted=14.206424, expected=8.000000 predicted=12.893662, expected=16.000000 predicted=12.731267, expected=16.000000 predicted=13.392188, expected=4.000000 predicted=9.533101, expected=8.000000 predicted=8.797930, expected=16.000000 predicted=11.007243, expected=12.000000 predicted=13.062871, expected=8.000000 predicted=11.232352, expected=28.000000 predicted=12.382263, expected=4.000000 predicted=12.454519, expected=12.000000 predicted=12.719898, expected=20.000000 predicted=13.950411, expected=20.000000 predicted=15.232208, expected=28.000000 predicted=21.108785, expected=8.000000 predicted=13.857350, expected=4.000000 predicted=12.937769, expected=20.000000 predicted=16.366877, expected=24.000000 predicted=18.894912, expected=12.000000 predicted=18.108091, expected=32.000000 predicted=16.236941, expected=12.000000 predicted=15.956627, expected=16.000000 predicted=18.523636, expected=20.000000 predicted=19.662323, expected=12.000000 predicted=16.400465, expected=20.000000 predicted=20.238995, expected=28.000000 predicted=18.171525, expected=8.000000 predicted=17.206767, expected=4.000000 predicted=14.188283, expected=20.000000 predicted=14.201702, expected=52.000000 predicted=24.764669, expected=20.000000 predicted=25.067809, expected=40.000000 predicted=22.434632, expected=28.000000 predicted=24.588741, expected=16.000000 predicted=26.694297, expected=12.000000 predicted=29.126600, expected=12.000000 predicted=19.426502, expected=20.000000 predicted=23.453553, expected=20.000000 predicted=19.993104, expected=44.000000 predicted=22.346393, expected=20.000000 predicted=21.631693, expected=24.000000 predicted=21.231637, expected=24.000000 predicted=24.015544, expected=20.000000 predicted=24.012229, expected=16.000000 predicted=26.428829, expected=12.000000 predicted=18.329434, expected=8.000000 predicted=16.904016, expected=56.000000 predicted=25.136083, expected=20.000000 predicted=24.554745, expected=20.000000 predicted=20.637150, expected=4.000000 predicted=16.688526, expected=4.000000 predicted=14.557308, expected=28.000000 predicted=26.638898, expected=40.000000 predicted=22.652261, expected=32.000000 predicted=23.652600, expected=12.000000 predicted=16.848356, expected=16.000000 predicted=17.376363, expected=8.000000 predicted=21.807114, expected=24.000000 predicted=24.450292, expected=48.000000 predicted=27.575839, expected=32.000000 predicted=24.361453, expected=20.000000 predicted=22.547753, expected=16.000000 predicted=20.025586, expected=12.000000 predicted=23.434852, expected=20.000000 predicted=27.602188, expected=24.000000 predicted=23.136020, expected=16.000000 predicted=18.608242, expected=28.000000 predicted=19.169059, expected=8.000000 predicted=16.661308, expected=12.000000 predicted=16.884582, expected=16.000000 predicted=17.838445, expected=28.000000 predicted=19.044986, expected=4.000000 predicted=17.642642, expected=28.000000 predicted=14.577759, expected=24.000000 predicted=18.838364, expected=24.000000 predicted=20.730566, expected=8.000000 predicted=19.542054, expected=24.000000 predicted=15.799662, expected=24.000000 predicted=23.657039, expected=12.000000 predicted=19.868426, expected=32.000000 predicted=21.406129, expected=4.000000 predicted=15.652701, expected=4.000000 predicted=15.591227, expected=4.000000 predicted=13.276833, expected=20.000000 predicted=13.218595, expected=20.000000 predicted=18.317436, expected=36.000000 predicted=15.315142, expected=4.000000 predicted=12.958337, expected=12.000000 predicted=12.084766, expected=28.000000 predicted=20.243287, expected=20.000000 predicted=21.289486, expected=16.000000 predicted=21.623115, expected=12.000000 predicted=12.734774, expected=16.000000 predicted=16.046133, expected=4.000000 predicted=16.973000, expected=8.000000 predicted=12.758525, expected=20.000000 predicted=13.711868, expected=8.000000 Test MSE: 79.082
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783])] predicted=131.602736, expected=104.000000 predicted=113.207104, expected=184.000000 predicted=137.794099, expected=184.000000 predicted=136.386616, expected=116.000000 predicted=114.537100, expected=108.000000 predicted=115.753279, expected=92.000000 predicted=114.488231, expected=100.000000 predicted=138.439609, expected=152.000000 predicted=147.640258, expected=152.000000 predicted=129.322628, expected=180.000000 predicted=138.169317, expected=80.000000 predicted=102.545455, expected=120.000000 predicted=118.729504, expected=96.000000 predicted=126.151763, expected=96.000000 predicted=125.999068, expected=152.000000 predicted=141.778591, expected=116.000000 predicted=106.525890, expected=120.000000 predicted=117.349508, expected=116.000000 predicted=108.454365, expected=84.000000 predicted=103.321132, expected=56.000000 predicted=103.191665, expected=76.000000 predicted=94.564950, expected=128.000000 predicted=113.250840, expected=180.000000 predicted=131.589884, expected=168.000000 predicted=121.682092, expected=112.000000 predicted=98.376542, expected=140.000000 predicted=118.138582, expected=108.000000 predicted=129.434320, expected=116.000000 predicted=144.115030, expected=112.000000 predicted=131.037150, expected=168.000000 predicted=136.114815, expected=100.000000 predicted=121.699458, expected=168.000000 predicted=133.166575, expected=64.000000 predicted=103.361774, expected=60.000000 predicted=98.515954, expected=100.000000 predicted=118.508068, expected=164.000000 predicted=128.453148, expected=228.000000 predicted=168.511011, expected=152.000000 predicted=116.932982, expected=148.000000 predicted=117.792214, expected=132.000000 predicted=131.898971, expected=96.000000 predicted=143.963156, expected=80.000000 predicted=143.712909, expected=88.000000 predicted=117.358961, expected=168.000000 predicted=142.406428, expected=160.000000 predicted=137.294489, expected=104.000000 predicted=106.170639, expected=88.000000 predicted=92.993228, expected=100.000000 predicted=106.389427, expected=104.000000 predicted=130.904767, expected=168.000000 predicted=144.813929, expected=196.000000 predicted=141.794699, expected=116.000000 predicted=114.398504, expected=104.000000 predicted=110.225049, expected=144.000000 predicted=131.027871, expected=76.000000 predicted=131.016639, expected=96.000000 predicted=131.962700, expected=140.000000 predicted=120.166572, expected=96.000000 predicted=108.399933, expected=156.000000 predicted=133.216269, expected=164.000000 predicted=121.316196, expected=84.000000 predicted=107.048749, expected=100.000000 predicted=116.030046, expected=108.000000 predicted=109.885736, expected=144.000000 predicted=143.357883, expected=188.000000 predicted=155.586440, expected=88.000000 predicted=101.030293, expected=96.000000 predicted=104.432822, expected=156.000000 predicted=130.484961, expected=112.000000 predicted=135.354964, expected=144.000000 predicted=147.127760, expected=152.000000 predicted=120.540983, expected=120.000000 predicted=121.322921, expected=184.000000 predicted=156.278976, expected=100.000000 predicted=120.359526, expected=104.000000 predicted=128.473045, expected=88.000000 predicted=117.585888, expected=120.000000 predicted=124.767427, expected=136.000000 predicted=141.352460, expected=124.000000 predicted=113.451756, expected=120.000000 predicted=111.532620, expected=128.000000 predicted=113.260468, expected=100.000000 predicted=115.879911, expected=68.000000 predicted=105.359128, expected=92.000000 predicted=105.268632, expected=136.000000 predicted=120.940230, expected=176.000000 predicted=138.849633, expected=84.000000 predicted=98.211787, expected=88.000000 predicted=87.906359, expected=72.000000 predicted=92.393506, expected=104.000000 predicted=120.360322, expected=96.000000 predicted=119.061450, expected=92.000000 predicted=89.239484, expected=156.000000 predicted=111.615126, expected=128.000000 predicted=106.356759, expected=76.000000 predicted=97.372983, expected=76.000000 predicted=89.682347, expected=44.000000 predicted=82.191559, expected=92.000000 predicted=111.962008, expected=144.000000 predicted=117.094348, expected=128.000000 predicted=101.073176, expected=100.000000 predicted=88.739278, expected=136.000000 predicted=96.679817, expected=112.000000 predicted=112.062488, expected=84.000000 predicted=115.338441, expected=72.000000 predicted=98.760716, expected=124.000000 predicted=110.837924, expected=128.000000 predicted=123.596253, expected=120.000000 predicted=111.916033, expected=20.000000 predicted=65.310261, expected=120.000000 predicted=96.575764, expected=136.000000 predicted=122.569127, expected=88.000000 predicted=109.115313, expected=88.000000 predicted=92.240309, expected=176.000000 predicted=104.231194, expected=128.000000 predicted=126.593134, expected=76.000000 predicted=107.607706, expected=104.000000 predicted=98.662825, expected=76.000000 predicted=97.455888, expected=72.000000 predicted=115.258526, expected=100.000000 predicted=102.020547, expected=180.000000 predicted=119.582478, expected=136.000000 predicted=116.577081, expected=100.000000 predicted=96.300064, expected=116.000000 predicted=102.164013, expected=68.000000 predicted=101.319750, expected=104.000000 predicted=130.536170, expected=128.000000 predicted=120.726591, expected=168.000000 predicted=128.502551, expected=112.000000 predicted=112.528886, expected=96.000000 predicted=94.830314, expected=116.000000 predicted=113.851207, expected=44.000000 predicted=98.803837, expected=108.000000 predicted=122.969537, expected=136.000000 predicted=114.146489, expected=116.000000 predicted=108.096263, expected=88.000000 predicted=97.081546, expected=84.000000 predicted=78.276532, expected=96.000000 predicted=104.431179, expected=76.000000 predicted=103.100194, expected=96.000000 predicted=99.339273, expected=100.000000 predicted=91.923829, expected=136.000000 predicted=106.410170, expected=116.000000 predicted=104.029116, expected=80.000000 predicted=87.772726, expected=116.000000 predicted=105.304934, expected=68.000000 predicted=93.485936, expected=64.000000 predicted=98.260865, expected=120.000000 predicted=105.479491, expected=140.000000 predicted=108.443524, expected=104.000000 predicted=105.474603, expected=100.000000 predicted=88.369789, expected=84.000000 predicted=86.634704, expected=88.000000 predicted=106.216911, expected=124.000000 predicted=120.378562, expected=196.000000 predicted=137.311419, expected=144.000000 predicted=122.452223, expected=128.000000 predicted=113.757258, expected=88.000000 predicted=102.931189, expected=80.000000 predicted=115.460579, expected=136.000000 predicted=149.329059, expected=148.000000 predicted=136.961391, expected=148.000000 predicted=130.480489, expected=144.000000 predicted=117.439461, expected=28.000000 predicted=79.326259, expected=116.000000 predicted=123.039866, expected=96.000000 predicted=119.098767, expected=56.000000 predicted=104.082357, expected=80.000000 predicted=94.033938, expected=100.000000 predicted=74.060596, expected=184.000000 predicted=133.070280, expected=108.000000 predicted=101.228863, expected=96.000000 predicted=87.417450, expected=68.000000 predicted=84.669155, expected=80.000000 predicted=101.855782, expected=92.000000 predicted=121.476535, expected=128.000000 predicted=109.416949, expected=140.000000 predicted=110.029000, expected=176.000000 predicted=119.726748, expected=96.000000 predicted=100.083301, expected=84.000000 predicted=100.841497, expected=36.000000 predicted=91.635910, expected=112.000000 predicted=121.835969, expected=116.000000 predicted=126.819011, expected=136.000000 predicted=109.605526, expected=140.000000 predicted=104.969199, expected=76.000000 predicted=77.520651, expected=76.000000 predicted=98.652119, expected=100.000000 predicted=108.169152, expected=104.000000 predicted=116.585541, expected=88.000000 predicted=104.696027, expected=92.000000 predicted=85.130383, expected=96.000000 predicted=89.471988, expected=192.000000 predicted=133.654099, expected=120.000000 predicted=113.723324, expected=96.000000 predicted=100.132496, expected=96.000000 predicted=99.242690, expected=144.000000 predicted=127.934756, expected=148.000000 predicted=153.223336, expected=20.000000 predicted=81.888808, expected=92.000000 predicted=93.743488, expected=72.000000 predicted=91.043480, expected=96.000000 predicted=113.464247, expected=96.000000 predicted=100.053853, expected=136.000000 predicted=85.084597, expected=96.000000 predicted=94.403447, expected=108.000000 predicted=95.064499, expected=100.000000 predicted=99.969659, expected=116.000000 predicted=109.890595, expected=72.000000 predicted=102.009411, expected=124.000000 predicted=107.373869, expected=140.000000 predicted=118.248524, expected=132.000000 predicted=117.310706, expected=84.000000 predicted=101.032767, expected=72.000000 predicted=86.204669, expected=88.000000 predicted=106.942219, expected=68.000000 predicted=101.915795, expected=64.000000 predicted=90.106704, expected=92.000000 predicted=82.953168, expected=152.000000 predicted=104.843688, expected=60.000000 predicted=78.827881, expected=76.000000 predicted=75.570648, expected=124.000000 predicted=94.430727, expected=64.000000 predicted=89.650854, expected=100.000000 predicted=108.849421, expected=132.000000 predicted=94.554526, expected=152.000000 predicted=115.724075, expected=128.000000 predicted=119.010304, expected=88.000000 predicted=90.632107, expected=68.000000 predicted=95.329488, expected=48.000000 predicted=95.716451, expected=64.000000 predicted=100.386050, expected=136.000000 predicted=113.707965, expected=136.000000 predicted=103.739780, expected=96.000000 predicted=84.489463, expected=104.000000 predicted=83.322985, expected=84.000000 predicted=88.774384, expected=64.000000 predicted=101.628846, expected=76.000000 predicted=98.429347, expected=128.000000 predicted=105.172091, expected=104.000000 predicted=99.750334, expected=124.000000 predicted=100.055673, expected=76.000000 predicted=79.327055, expected=124.000000 predicted=104.716137, expected=52.000000 predicted=93.031356, expected=100.000000 predicted=100.990653, expected=96.000000 predicted=101.354347, expected=56.000000 predicted=76.669322, expected=76.000000 predicted=88.730114, expected=88.000000 predicted=75.464893, expected=92.000000 predicted=92.269291, expected=136.000000 predicted=103.991049, expected=188.000000 predicted=117.598249, expected=160.000000 predicted=121.919298, expected=116.000000 predicted=112.203982, expected=124.000000 predicted=119.398505, expected=108.000000 predicted=131.091792, expected=56.000000 predicted=121.756335, expected=128.000000 predicted=129.922695, expected=128.000000 predicted=118.611607, expected=128.000000 predicted=121.385693, expected=116.000000 predicted=107.858573, expected=112.000000 predicted=97.914548, expected=100.000000 predicted=115.458843, expected=96.000000 predicted=112.304408, expected=180.000000 predicted=141.492112, expected=152.000000 predicted=132.213094, expected=144.000000 predicted=129.016866, expected=124.000000 predicted=118.074088, expected=128.000000 predicted=125.959137, expected=28.000000 predicted=110.340889, expected=92.000000 predicted=116.202239, expected=108.000000 predicted=116.536452, expected=144.000000 predicted=125.230957, expected=84.000000 predicted=97.688226, expected=124.000000 predicted=86.163242, expected=96.000000 predicted=99.674363, expected=72.000000 predicted=97.598198, expected=92.000000 predicted=107.888128, expected=80.000000 predicted=87.673862, expected=180.000000 predicted=134.362388, expected=128.000000 predicted=110.726736, expected=124.000000 predicted=104.796603, expected=92.000000 predicted=98.682653, expected=68.000000 predicted=93.096911, expected=60.000000 predicted=112.133827, expected=60.000000 predicted=91.334824, expected=76.000000 predicted=90.789748, expected=104.000000 predicted=89.227252, expected=132.000000 predicted=94.396929, expected=100.000000 predicted=83.991917, expected=112.000000 predicted=90.598702, expected=52.000000 predicted=76.569172, expected=76.000000 predicted=92.659680, expected=188.000000 predicted=139.817920, expected=108.000000 predicted=108.366750, expected=104.000000 predicted=104.016255, expected=164.000000 predicted=109.774504, expected=64.000000 predicted=95.089958, expected=48.000000 predicted=111.321504, expected=140.000000 predicted=114.092228, expected=112.000000 predicted=112.052243, expected=120.000000 predicted=125.949221, expected=88.000000 predicted=80.935920, expected=96.000000 predicted=87.036340, expected=44.000000 predicted=93.027761, expected=88.000000 predicted=96.714120, expected=140.000000 predicted=115.680527, expected=120.000000 predicted=103.406941, expected=124.000000 predicted=104.540269, expected=104.000000 predicted=86.040640, expected=132.000000 predicted=115.501628, expected=96.000000 predicted=117.554769, expected=76.000000 predicted=102.109337, expected=124.000000 predicted=116.428440, expected=140.000000 predicted=120.475333, expected=104.000000 predicted=115.162694, expected=116.000000 predicted=105.514777, expected=100.000000 predicted=97.872539, expected=76.000000 predicted=104.684478, expected=104.000000 predicted=113.827321, expected=148.000000 predicted=120.168731, expected=136.000000 predicted=121.881821, expected=20.000000 predicted=72.551609, expected=88.000000 predicted=86.267828, expected=48.000000 predicted=82.772043, expected=56.000000 predicted=95.827783, expected=48.000000 predicted=75.541386, expected=108.000000 predicted=66.389390, expected=104.000000 predicted=87.056487, expected=108.000000 predicted=79.530814, expected=84.000000 predicted=74.522285, expected=124.000000 predicted=92.363295, expected=80.000000 predicted=96.597424, expected=92.000000 predicted=98.458022, expected=112.000000 predicted=104.384839, expected=112.000000 predicted=101.607638, expected=96.000000 predicted=105.369563, expected=132.000000 predicted=105.531363, expected=88.000000 predicted=96.809844, expected=76.000000 predicted=97.101845, expected=104.000000 predicted=103.649754, expected=144.000000 predicted=117.268992, expected=156.000000 predicted=133.038004, expected=80.000000 predicted=92.729698, expected=84.000000 predicted=90.274771, expected=88.000000 predicted=101.670130, expected=60.000000 predicted=102.920555, expected=100.000000 predicted=111.690412, expected=168.000000 predicted=114.368256, expected=148.000000 predicted=115.006643, expected=96.000000 predicted=97.663577, expected=76.000000 predicted=82.987363, expected=128.000000 predicted=118.440991, expected=56.000000 predicted=111.442814, expected=120.000000 predicted=120.593915, expected=128.000000 predicted=106.403434, expected=208.000000 predicted=137.591700, expected=160.000000 predicted=138.010872, expected=68.000000 predicted=87.485403, expected=128.000000 predicted=126.514576, expected=40.000000 predicted=101.281787, expected=72.000000 predicted=127.728963, expected=160.000000 predicted=134.160531, expected=164.000000 predicted=117.366027, expected=116.000000 predicted=116.019134, expected=136.000000 predicted=98.041684, expected=116.000000 predicted=109.555703, expected=36.000000 predicted=106.690517, expected=108.000000 predicted=123.927658, expected=128.000000 predicted=116.967201, expected=196.000000 predicted=150.850325, expected=104.000000 predicted=108.889961, expected=112.000000 predicted=91.190871, expected=92.000000 predicted=107.631341, expected=72.000000 predicted=109.569965, expected=108.000000 predicted=133.573887, expected=192.000000 predicted=136.340271, expected=96.000000 predicted=107.782588, expected=164.000000 predicted=124.094481, expected=88.000000 predicted=94.995183, expected=116.000000 predicted=121.399107, expected=52.000000 predicted=116.196394, expected=92.000000 predicted=98.893296, expected=124.000000 predicted=126.731908, expected=108.000000 predicted=100.167877, expected=84.000000 predicted=95.873338, expected=116.000000 predicted=88.979269, expected=92.000000 predicted=97.439819, expected=92.000000 predicted=105.582580, expected=132.000000 predicted=112.566196, expected=104.000000 predicted=99.482990, expected=100.000000 predicted=106.415760, expected=120.000000 predicted=105.420096, expected=92.000000 predicted=99.383940, expected=128.000000 predicted=122.343674, expected=72.000000 predicted=93.367799, expected=96.000000 predicted=99.650010, expected=140.000000 predicted=120.013516, expected=128.000000 predicted=112.671336, expected=76.000000 predicted=101.866503, expected=112.000000 predicted=95.884435, expected=100.000000 predicted=103.522398, expected=84.000000 predicted=110.296993, expected=116.000000 predicted=112.134304, expected=144.000000 predicted=109.877472, expected=160.000000 predicted=130.446644, expected=120.000000 predicted=113.778850, expected=100.000000 predicted=103.145529, expected=88.000000 predicted=109.177690, expected=84.000000 predicted=115.139687, expected=104.000000 predicted=122.030907, expected=108.000000 predicted=108.651981, expected=140.000000 predicted=114.025546, expected=100.000000 predicted=97.954858, expected=100.000000 predicted=97.613850, expected=88.000000 predicted=99.222685, expected=112.000000 predicted=110.510590, expected=104.000000 predicted=115.318550, expected=132.000000 predicted=112.563766, expected=100.000000 predicted=101.938505, expected=144.000000 predicted=115.731539, expected=60.000000 predicted=94.358084, expected=144.000000 predicted=120.254920, expected=64.000000 predicted=101.057388, expected=76.000000 predicted=93.270754, expected=100.000000 predicted=108.636988, expected=124.000000 predicted=96.873365, expected=144.000000 predicted=128.632426, expected=64.000000 predicted=76.747022, expected=100.000000 predicted=92.191112, expected=116.000000 Test MSE: 1233.287
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195])] predicted=83.562158, expected=40.000000 predicted=85.068416, expected=100.000000 predicted=71.798523, expected=120.000000 predicted=93.028944, expected=72.000000 predicted=86.533234, expected=84.000000 predicted=71.387009, expected=80.000000 predicted=74.870599, expected=36.000000 predicted=77.046484, expected=164.000000 predicted=108.213868, expected=132.000000 predicted=94.795308, expected=120.000000 predicted=107.154728, expected=180.000000 predicted=122.459878, expected=100.000000 predicted=106.090373, expected=72.000000 predicted=126.235104, expected=32.000000 predicted=94.716931, expected=60.000000 predicted=91.483223, expected=104.000000 predicted=103.452432, expected=112.000000 predicted=88.189143, expected=76.000000 predicted=76.307358, expected=72.000000 predicted=69.819861, expected=64.000000 predicted=74.381863, expected=56.000000 predicted=79.492563, expected=68.000000 predicted=78.065307, expected=112.000000 predicted=80.487711, expected=192.000000 predicted=107.276722, expected=84.000000 predicted=89.864038, expected=84.000000 predicted=94.364995, expected=108.000000 predicted=99.156811, expected=32.000000 predicted=91.596408, expected=104.000000 predicted=114.758517, expected=80.000000 predicted=78.482163, expected=144.000000 predicted=102.202506, expected=132.000000 predicted=104.491665, expected=60.000000 predicted=80.744759, expected=120.000000 predicted=108.589459, expected=72.000000 predicted=90.743406, expected=152.000000 predicted=126.353817, expected=160.000000 predicted=122.652815, expected=140.000000 predicted=116.091526, expected=92.000000 predicted=117.147271, expected=128.000000 predicted=117.742025, expected=100.000000 predicted=125.199845, expected=148.000000 predicted=137.113582, expected=68.000000 predicted=107.178960, expected=148.000000 predicted=119.061254, expected=156.000000 predicted=126.785979, expected=104.000000 predicted=117.809285, expected=24.000000 predicted=99.596577, expected=76.000000 predicted=88.247701, expected=88.000000 predicted=101.051097, expected=32.000000 predicted=83.394388, expected=84.000000 predicted=75.859210, expected=124.000000 predicted=71.385666, expected=68.000000 predicted=77.591091, expected=56.000000 predicted=75.149570, expected=64.000000 predicted=63.056312, expected=28.000000 predicted=64.796893, expected=32.000000 predicted=65.511077, expected=172.000000 predicted=85.392579, expected=88.000000 predicted=71.805605, expected=116.000000 predicted=91.142887, expected=88.000000 predicted=76.040542, expected=92.000000 predicted=89.574884, expected=40.000000 predicted=97.955796, expected=100.000000 predicted=90.118052, expected=44.000000 predicted=76.339982, expected=172.000000 predicted=105.215570, expected=84.000000 predicted=85.077381, expected=92.000000 predicted=87.348885, expected=148.000000 predicted=109.408264, expected=128.000000 predicted=104.937508, expected=148.000000 predicted=139.455987, expected=140.000000 predicted=119.873009, expected=248.000000 predicted=159.916497, expected=128.000000 predicted=149.560942, expected=60.000000 predicted=131.065138, expected=160.000000 predicted=146.409899, expected=112.000000 predicted=133.476522, expected=60.000000 predicted=136.269648, expected=100.000000 predicted=104.808006, expected=88.000000 predicted=88.268966, expected=88.000000 predicted=108.119256, expected=84.000000 predicted=90.324270, expected=56.000000 predicted=72.765873, expected=96.000000 predicted=89.001337, expected=52.000000 predicted=72.984697, expected=128.000000 predicted=93.380417, expected=164.000000 predicted=103.824444, expected=56.000000 predicted=83.225398, expected=60.000000 predicted=89.687213, expected=72.000000 predicted=77.448174, expected=44.000000 predicted=85.464783, expected=68.000000 predicted=87.571511, expected=72.000000 predicted=61.435677, expected=108.000000 predicted=76.023315, expected=44.000000 predicted=63.958244, expected=112.000000 predicted=78.449811, expected=28.000000 predicted=61.164272, expected=24.000000 predicted=61.734737, expected=92.000000 predicted=74.214677, expected=136.000000 predicted=78.470486, expected=148.000000 predicted=104.073800, expected=132.000000 predicted=92.184281, expected=140.000000 predicted=105.566704, expected=120.000000 predicted=121.302322, expected=64.000000 predicted=115.438223, expected=112.000000 predicted=121.699021, expected=136.000000 predicted=120.068839, expected=88.000000 predicted=111.514621, expected=68.000000 predicted=96.895849, expected=120.000000 predicted=95.742859, expected=56.000000 predicted=90.559504, expected=52.000000 predicted=89.498332, expected=120.000000 predicted=88.298336, expected=136.000000 predicted=95.280604, expected=128.000000 predicted=110.663745, expected=64.000000 predicted=83.366640, expected=32.000000 predicted=74.509873, expected=84.000000 predicted=93.945553, expected=36.000000 predicted=78.216182, expected=76.000000 predicted=80.611700, expected=68.000000 predicted=59.566737, expected=104.000000 predicted=69.588875, expected=72.000000 predicted=73.603437, expected=104.000000 predicted=77.219726, expected=112.000000 predicted=89.853159, expected=44.000000 predicted=75.933727, expected=48.000000 predicted=78.940083, expected=112.000000 predicted=83.325845, expected=108.000000 predicted=92.810814, expected=32.000000 predicted=75.146645, expected=104.000000 predicted=76.050380, expected=96.000000 predicted=77.389202, expected=56.000000 predicted=85.670067, expected=80.000000 predicted=83.184637, expected=96.000000 predicted=72.747856, expected=100.000000 predicted=93.020034, expected=72.000000 predicted=83.351273, expected=36.000000 predicted=64.972764, expected=96.000000 predicted=82.026854, expected=56.000000 predicted=73.194487, expected=36.000000 predicted=67.534598, expected=84.000000 predicted=66.625815, expected=116.000000 predicted=72.339578, expected=56.000000 predicted=74.779221, expected=68.000000 predicted=68.870099, expected=100.000000 predicted=73.000151, expected=52.000000 predicted=75.114728, expected=36.000000 predicted=72.618148, expected=60.000000 predicted=59.274041, expected=120.000000 predicted=79.002582, expected=64.000000 predicted=74.100736, expected=64.000000 predicted=66.205625, expected=88.000000 predicted=68.010397, expected=56.000000 predicted=69.509642, expected=68.000000 predicted=81.840512, expected=96.000000 predicted=74.084348, expected=76.000000 predicted=73.288369, expected=64.000000 predicted=75.555567, expected=48.000000 predicted=62.337580, expected=88.000000 predicted=74.698233, expected=88.000000 predicted=79.878308, expected=140.000000 predicted=93.496274, expected=84.000000 predicted=81.497211, expected=128.000000 predicted=97.310950, expected=36.000000 predicted=81.034104, expected=72.000000 predicted=89.921664, expected=88.000000 predicted=93.702572, expected=32.000000 predicted=68.460086, expected=32.000000 predicted=68.427476, expected=76.000000 predicted=54.676837, expected=160.000000 predicted=89.361982, expected=60.000000 predicted=74.065707, expected=68.000000 predicted=69.344735, expected=56.000000 predicted=63.029627, expected=52.000000 predicted=73.938992, expected=96.000000 predicted=94.054936, expected=132.000000 predicted=83.400342, expected=128.000000 predicted=93.377245, expected=60.000000 predicted=79.599104, expected=20.000000 predicted=67.617026, expected=52.000000 predicted=76.539924, expected=36.000000 predicted=71.466424, expected=88.000000 predicted=77.487435, expected=64.000000 predicted=54.605627, expected=84.000000 predicted=58.564056, expected=64.000000 predicted=61.656661, expected=64.000000 predicted=62.784163, expected=40.000000 predicted=64.570688, expected=60.000000 predicted=62.424764, expected=96.000000 predicted=73.657310, expected=116.000000 predicted=79.324058, expected=76.000000 predicted=74.604289, expected=108.000000 predicted=82.260765, expected=120.000000 predicted=93.566513, expected=104.000000 predicted=103.198463, expected=52.000000 predicted=91.591740, expected=52.000000 predicted=78.384148, expected=108.000000 predicted=94.154203, expected=104.000000 predicted=95.473177, expected=44.000000 predicted=76.723936, expected=52.000000 predicted=64.080507, expected=88.000000 predicted=71.831640, expected=44.000000 predicted=72.421513, expected=60.000000 predicted=70.949660, expected=72.000000 predicted=58.157880, expected=100.000000 predicted=72.362845, expected=80.000000 predicted=76.664759, expected=48.000000 predicted=61.861373, expected=84.000000 predicted=73.495378, expected=44.000000 predicted=65.088307, expected=60.000000 predicted=73.143007, expected=52.000000 predicted=60.537610, expected=80.000000 predicted=63.079292, expected=92.000000 predicted=73.832514, expected=56.000000 predicted=60.466043, expected=40.000000 predicted=59.528150, expected=24.000000 predicted=49.811649, expected=24.000000 predicted=50.786314, expected=96.000000 predicted=66.342098, expected=132.000000 predicted=72.001828, expected=96.000000 predicted=71.029778, expected=88.000000 predicted=73.022818, expected=116.000000 predicted=86.055055, expected=92.000000 predicted=99.684699, expected=56.000000 predicted=95.354150, expected=168.000000 predicted=112.630525, expected=140.000000 predicted=109.549006, expected=64.000000 predicted=103.792138, expected=96.000000 predicted=100.288780, expected=80.000000 predicted=88.315024, expected=80.000000 predicted=109.852435, expected=64.000000 predicted=89.645928, expected=72.000000 predicted=73.738480, expected=124.000000 predicted=93.084821, expected=104.000000 predicted=88.591335, expected=64.000000 predicted=82.195087, expected=108.000000 predicted=89.044648, expected=76.000000 predicted=84.158753, expected=88.000000 predicted=98.533240, expected=100.000000 predicted=92.297014, expected=92.000000 predicted=85.549172, expected=56.000000 predicted=84.535801, expected=40.000000 predicted=69.410571, expected=60.000000 predicted=71.415612, expected=44.000000 predicted=65.193623, expected=80.000000 predicted=69.626942, expected=76.000000 predicted=60.548597, expected=40.000000 predicted=52.497000, expected=88.000000 predicted=68.233837, expected=84.000000 predicted=66.069897, expected=40.000000 predicted=66.052868, expected=148.000000 predicted=91.000814, expected=172.000000 predicted=98.237015, expected=96.000000 predicted=103.850977, expected=108.000000 predicted=106.684359, expected=84.000000 predicted=92.266689, expected=28.000000 predicted=98.613329, expected=84.000000 predicted=103.455334, expected=116.000000 predicted=89.790302, expected=160.000000 predicted=110.341567, expected=68.000000 predicted=85.660714, expected=56.000000 predicted=75.119881, expected=96.000000 predicted=92.116707, expected=68.000000 predicted=91.283806, expected=72.000000 predicted=95.352230, expected=128.000000 predicted=86.579715, expected=128.000000 predicted=92.140708, expected=44.000000 predicted=83.944641, expected=44.000000 predicted=73.713106, expected=84.000000 predicted=79.194683, expected=36.000000 predicted=76.052294, expected=40.000000 predicted=69.181649, expected=100.000000 predicted=61.689713, expected=68.000000 predicted=59.554887, expected=32.000000 predicted=60.473724, expected=60.000000 predicted=53.404750, expected=80.000000 predicted=61.273510, expected=24.000000 predicted=59.830857, expected=32.000000 predicted=50.087324, expected=60.000000 predicted=45.832774, expected=164.000000 predicted=84.569418, expected=124.000000 predicted=87.237529, expected=116.000000 predicted=87.140125, expected=92.000000 predicted=87.073216, expected=80.000000 predicted=95.220371, expected=32.000000 predicted=96.863159, expected=92.000000 predicted=94.606023, expected=124.000000 predicted=96.469454, expected=76.000000 predicted=83.864523, expected=96.000000 predicted=86.809382, expected=60.000000 predicted=68.104760, expected=76.000000 predicted=86.883688, expected=44.000000 predicted=77.637829, expected=60.000000 predicted=68.813589, expected=100.000000 predicted=79.218416, expected=56.000000 predicted=63.054259, expected=64.000000 predicted=69.181837, expected=112.000000 predicted=74.119324, expected=44.000000 predicted=65.166055, expected=72.000000 predicted=79.972545, expected=72.000000 predicted=65.800162, expected=112.000000 predicted=83.559709, expected=56.000000 predicted=78.010964, expected=52.000000 predicted=63.851392, expected=52.000000 predicted=64.848974, expected=36.000000 predicted=59.223545, expected=20.000000 predicted=56.256479, expected=56.000000 predicted=48.101481, expected=132.000000 predicted=68.909980, expected=60.000000 predicted=58.165249, expected=52.000000 predicted=58.220692, expected=104.000000 predicted=67.575235, expected=32.000000 predicted=61.848936, expected=60.000000 predicted=81.436257, expected=132.000000 predicted=79.050191, expected=144.000000 predicted=91.974821, expected=56.000000 predicted=86.545530, expected=80.000000 predicted=78.068926, expected=76.000000 predicted=81.136536, expected=68.000000 predicted=94.079199, expected=52.000000 predicted=83.178651, expected=84.000000 predicted=69.899200, expected=108.000000 predicted=82.355807, expected=48.000000 predicted=69.150913, expected=32.000000 predicted=61.420150, expected=64.000000 predicted=61.077444, expected=68.000000 predicted=68.286108, expected=28.000000 predicted=60.116096, expected=68.000000 predicted=54.460986, expected=88.000000 predicted=57.651522, expected=20.000000 predicted=51.281420, expected=64.000000 predicted=60.692587, expected=40.000000 predicted=43.130144, expected=40.000000 predicted=54.260025, expected=40.000000 predicted=51.609756, expected=68.000000 predicted=45.536556, expected=80.000000 predicted=60.166747, expected=28.000000 predicted=44.741760, expected=64.000000 predicted=54.494312, expected=100.000000 predicted=64.235742, expected=36.000000 predicted=58.826863, expected=156.000000 predicted=93.636477, expected=104.000000 predicted=74.084932, expected=200.000000 predicted=123.943282, expected=92.000000 predicted=106.140606, expected=60.000000 predicted=94.307622, expected=108.000000 predicted=120.050204, expected=60.000000 predicted=94.097631, expected=68.000000 predicted=108.412430, expected=108.000000 predicted=86.684751, expected=108.000000 predicted=85.278431, expected=36.000000 predicted=78.125201, expected=60.000000 predicted=70.248725, expected=28.000000 predicted=58.065921, expected=44.000000 predicted=67.152737, expected=20.000000 predicted=50.580467, expected=84.000000 predicted=51.351162, expected=148.000000 predicted=76.434181, expected=180.000000 predicted=94.562430, expected=204.000000 predicted=122.407741, expected=304.000000 predicted=167.012484, expected=100.000000 predicted=145.844514, expected=96.000000 predicted=161.245945, expected=76.000000 predicted=140.660489, expected=108.000000 predicted=147.149693, expected=116.000000 predicted=152.078789, expected=40.000000 predicted=82.487614, expected=60.000000 predicted=81.390560, expected=24.000000 predicted=59.608931, expected=40.000000 predicted=66.234514, expected=96.000000 predicted=74.215138, expected=148.000000 predicted=78.723335, expected=92.000000 predicted=78.749793, expected=80.000000 predicted=75.270124, expected=92.000000 predicted=82.932941, expected=56.000000 predicted=86.193736, expected=64.000000 predicted=92.534966, expected=68.000000 predicted=74.649211, expected=44.000000 predicted=64.511705, expected=36.000000 predicted=59.984331, expected=60.000000 predicted=54.815594, expected=60.000000 predicted=56.423112, expected=40.000000 predicted=52.030818, expected=36.000000 predicted=43.981427, expected=72.000000 predicted=51.757398, expected=108.000000 predicted=69.897095, expected=44.000000 predicted=57.743637, expected=52.000000 predicted=56.990850, expected=36.000000 predicted=48.570350, expected=40.000000 predicted=56.807952, expected=28.000000 predicted=53.628922, expected=104.000000 predicted=59.631478, expected=88.000000 predicted=61.365372, expected=76.000000 predicted=63.871450, expected=64.000000 predicted=62.466838, expected=32.000000 predicted=53.566039, expected=28.000000 predicted=63.105457, expected=64.000000 predicted=62.114994, expected=88.000000 predicted=65.512196, expected=92.000000 predicted=68.269563, expected=96.000000 predicted=68.422670, expected=72.000000 predicted=67.139792, expected=76.000000 predicted=78.296393, expected=108.000000 predicted=91.151759, expected=96.000000 predicted=90.933007, expected=104.000000 predicted=95.986158, expected=148.000000 predicted=105.286495, expected=56.000000 predicted=86.907073, expected=76.000000 predicted=97.742901, expected=64.000000 predicted=82.905454, expected=24.000000 predicted=71.959129, expected=68.000000 predicted=81.699823, expected=108.000000 predicted=70.317860, expected=80.000000 predicted=73.513208, expected=60.000000 predicted=67.383278, expected=68.000000 predicted=61.333393, expected=56.000000 predicted=68.195074, expected=44.000000 predicted=69.861545, expected=64.000000 predicted=64.291969, expected=144.000000 predicted=83.453489, expected=64.000000 predicted=70.569386, expected=40.000000 predicted=65.369182, expected=60.000000 predicted=61.764908, expected=84.000000 predicted=74.125717, expected=32.000000 predicted=73.402929, expected=48.000000 predicted=56.026501, expected=52.000000 predicted=48.670570, expected=72.000000 predicted=60.885576, expected=68.000000 predicted=64.088470, expected=20.000000 predicted=41.649962, expected=84.000000 predicted=61.364833, expected=20.000000 Test MSE: 1534.229
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317])] predicted=19.150185, expected=16.000000 predicted=18.075045, expected=12.000000 predicted=16.527166, expected=12.000000 predicted=15.841662, expected=20.000000 predicted=18.211426, expected=12.000000 predicted=14.088249, expected=12.000000 predicted=13.860396, expected=32.000000 predicted=18.451091, expected=24.000000 predicted=18.866651, expected=28.000000 predicted=22.465842, expected=36.000000 predicted=25.408352, expected=20.000000 predicted=24.371476, expected=8.000000 predicted=22.882628, expected=20.000000 predicted=22.274676, expected=32.000000 predicted=24.517283, expected=24.000000 predicted=23.331786, expected=32.000000 predicted=24.150496, expected=24.000000 predicted=23.114881, expected=12.000000 predicted=22.495964, expected=12.000000 predicted=21.430652, expected=12.000000 predicted=18.101199, expected=20.000000 predicted=18.760891, expected=40.000000 predicted=22.442627, expected=12.000000 predicted=16.912388, expected=4.000000 predicted=15.603100, expected=8.000000 predicted=14.750294, expected=24.000000 predicted=18.326173, expected=28.000000 predicted=20.332456, expected=44.000000 predicted=23.118400, expected=8.000000 predicted=17.517952, expected=36.000000 predicted=26.564951, expected=16.000000 predicted=23.984141, expected=16.000000 predicted=23.844009, expected=44.000000 predicted=29.543118, expected=16.000000 predicted=21.096927, expected=8.000000 predicted=21.625678, expected=16.000000 predicted=18.729597, expected=12.000000 predicted=17.312774, expected=16.000000 predicted=18.635259, expected=4.000000 predicted=10.854644, expected=32.000000 predicted=16.875606, expected=40.000000 predicted=21.926960, expected=20.000000 predicted=20.572426, expected=16.000000 predicted=21.077585, expected=4.000000 predicted=16.984739, expected=48.000000 predicted=29.395394, expected=40.000000 predicted=28.768443, expected=8.000000 predicted=21.198948, expected=36.000000 predicted=27.186552, expected=24.000000 predicted=25.286357, expected=24.000000 predicted=29.691425, expected=24.000000 predicted=25.786507, expected=24.000000 predicted=23.191397, expected=24.000000 predicted=25.758024, expected=4.000000 predicted=18.516178, expected=28.000000 predicted=22.435855, expected=28.000000 predicted=22.084617, expected=36.000000 predicted=25.592252, expected=16.000000 predicted=21.738371, expected=24.000000 predicted=23.050815, expected=16.000000 predicted=23.258211, expected=20.000000 predicted=22.998323, expected=20.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=21.664103, expected=28.000000 predicted=21.474833, expected=20.000000 predicted=20.999704, expected=16.000000 predicted=19.597294, expected=36.000000 predicted=24.847403, expected=24.000000 predicted=23.506627, expected=32.000000 predicted=27.072692, expected=44.000000 predicted=30.318171, expected=40.000000 predicted=32.695773, expected=12.000000 predicted=29.136755, expected=4.000000 predicted=23.623543, expected=44.000000 predicted=31.042438, expected=44.000000 predicted=32.070983, expected=40.000000 predicted=32.132594, expected=44.000000 predicted=32.969592, expected=44.000000 predicted=37.225435, expected=32.000000 predicted=40.179946, expected=8.000000 predicted=32.101828, expected=32.000000 predicted=33.514056, expected=12.000000 predicted=25.901638, expected=20.000000 predicted=24.586328, expected=52.000000 predicted=29.116348, expected=68.000000 predicted=35.879505, expected=12.000000 predicted=29.984454, expected=44.000000 predicted=36.949127, expected=28.000000 predicted=34.872940, expected=8.000000 predicted=32.262358, expected=8.000000 predicted=26.318549, expected=16.000000 predicted=18.290716, expected=48.000000 predicted=28.204798, expected=96.000000 predicted=42.011794, expected=8.000000 predicted=26.640680, expected=12.000000 predicted=30.578084, expected=12.000000 predicted=28.538047, expected=16.000000 predicted=29.998775, expected=36.000000 predicted=32.060874, expected=48.000000 predicted=24.780820, expected=36.000000 predicted=27.461381, expected=12.000000 predicted=24.550107, expected=28.000000 predicted=29.175783, expected=8.000000 predicted=24.946773, expected=40.000000 predicted=31.110302, expected=20.000000 predicted=23.025931, expected=28.000000 predicted=23.574833, expected=8.000000 predicted=19.987804, expected=24.000000 predicted=21.621788, expected=8.000000 predicted=19.599075, expected=4.000000 predicted=14.149442, expected=28.000000 predicted=18.388484, expected=44.000000 predicted=21.833688, expected=8.000000 predicted=17.700097, expected=16.000000 predicted=18.159947, expected=28.000000 predicted=21.372123, expected=8.000000 predicted=19.940718, expected=24.000000 predicted=22.718115, expected=28.000000 predicted=19.146710, expected=20.000000 predicted=20.351831, expected=12.000000 predicted=19.293144, expected=20.000000 predicted=18.561825, expected=28.000000 predicted=22.573397, expected=16.000000 predicted=20.051865, expected=12.000000 predicted=17.462575, expected=24.000000 predicted=19.138073, expected=16.000000 predicted=18.535166, expected=28.000000 predicted=22.001239, expected=44.000000 predicted=25.614527, expected=76.000000 predicted=38.390328, expected=32.000000 predicted=35.236635, expected=24.000000 predicted=35.373751, expected=4.000000 predicted=30.153438, expected=52.000000 predicted=40.894636, expected=40.000000 predicted=38.469055, expected=36.000000 predicted=32.261149, expected=8.000000 predicted=24.714160, expected=16.000000 predicted=24.416099, expected=32.000000 predicted=31.283599, expected=28.000000 predicted=26.840021, expected=16.000000 predicted=22.165995, expected=28.000000 predicted=22.053553, expected=20.000000 predicted=22.348242, expected=20.000000 predicted=23.765826, expected=4.000000 predicted=17.426495, expected=20.000000 predicted=18.430270, expected=16.000000 predicted=17.617076, expected=44.000000 predicted=23.809535, expected=28.000000 predicted=22.194954, expected=36.000000 predicted=25.839101, expected=20.000000 predicted=25.981436, expected=12.000000 predicted=23.971459, expected=12.000000 predicted=24.174476, expected=8.000000 predicted=17.896625, expected=40.000000 predicted=24.354308, expected=36.000000 predicted=22.679647, expected=12.000000 predicted=18.622898, expected=28.000000 predicted=23.500891, expected=36.000000 predicted=27.013370, expected=8.000000 predicted=24.264531, expected=28.000000 predicted=26.015021, expected=36.000000 predicted=25.359661, expected=48.000000 predicted=32.733068, expected=28.000000 predicted=30.259125, expected=24.000000 predicted=27.730924, expected=32.000000 predicted=32.504849, expected=8.000000 predicted=26.335779, expected=28.000000 predicted=29.040876, expected=32.000000 predicted=25.900332, expected=16.000000 predicted=22.167088, expected=12.000000 predicted=20.679775, expected=12.000000 predicted=16.844766, expected=16.000000 predicted=19.026878, expected=16.000000 predicted=17.441064, expected=44.000000 predicted=22.582449, expected=28.000000 predicted=21.362855, expected=28.000000 predicted=24.443226, expected=12.000000 predicted=22.058089, expected=4.000000 predicted=19.478975, expected=36.000000 predicted=27.533241, expected=12.000000 predicted=18.445719, expected=16.000000 predicted=18.438033, expected=24.000000 predicted=17.941714, expected=24.000000 predicted=19.228758, expected=12.000000 predicted=19.909911, expected=20.000000 predicted=18.247700, expected=12.000000 predicted=16.858684, expected=24.000000 predicted=20.194730, expected=44.000000 predicted=25.381895, expected=32.000000 predicted=24.276687, expected=32.000000 predicted=27.966513, expected=28.000000 predicted=27.998059, expected=16.000000 predicted=27.312800, expected=40.000000 predicted=33.698926, expected=32.000000 predicted=29.832523, expected=24.000000 predicted=28.257627, expected=28.000000 predicted=28.118332, expected=60.000000 predicted=36.336410, expected=32.000000 predicted=34.927138, expected=16.000000 predicted=30.348567, expected=28.000000 predicted=30.969877, expected=20.000000 predicted=28.751473, expected=32.000000 predicted=32.493729, expected=20.000000 predicted=23.970239, expected=28.000000 predicted=24.475696, expected=16.000000 predicted=22.816257, expected=40.000000 predicted=27.903446, expected=4.000000 predicted=20.465338, expected=12.000000 predicted=19.511361, expected=28.000000 predicted=22.269323, expected=16.000000 predicted=18.306830, expected=24.000000 predicted=21.950309, expected=8.000000 predicted=13.749640, expected=48.000000 predicted=26.004114, expected=36.000000 predicted=27.163258, expected=8.000000 predicted=21.201977, expected=40.000000 predicted=29.518613, expected=28.000000 predicted=26.671381, expected=32.000000 predicted=32.666260, expected=32.000000 predicted=29.787550, expected=32.000000 predicted=28.475679, expected=20.000000 predicted=29.470032, expected=4.000000 predicted=22.148574, expected=40.000000 predicted=28.881155, expected=72.000000 predicted=37.751624, expected=40.000000 predicted=34.514886, expected=32.000000 predicted=34.532984, expected=16.000000 predicted=30.834283, expected=24.000000 predicted=36.005062, expected=24.000000 predicted=34.187654, expected=24.000000 predicted=26.642437, expected=28.000000 predicted=25.289140, expected=16.000000 predicted=20.841621, expected=56.000000 predicted=32.499982, expected=28.000000 predicted=28.109634, expected=16.000000 predicted=26.763932, expected=16.000000 predicted=25.488068, expected=24.000000 predicted=25.436502, expected=20.000000 predicted=26.394759, expected=44.000000 predicted=27.448988, expected=36.000000 predicted=26.495688, expected=24.000000 predicted=26.605514, expected=12.000000 predicted=24.768104, expected=12.000000 predicted=23.005747, expected=24.000000 predicted=25.742296, expected=20.000000 predicted=21.300920, expected=4.000000 predicted=14.561052, expected=28.000000 predicted=18.363649, expected=4.000000 predicted=13.096558, expected=48.000000 predicted=25.442412, expected=40.000000 predicted=25.109252, expected=20.000000 predicted=22.893994, expected=32.000000 predicted=29.417827, expected=12.000000 predicted=23.180031, expected=4.000000 predicted=24.065383, expected=16.000000 predicted=20.714630, expected=16.000000 predicted=16.400623, expected=40.000000 predicted=23.087511, expected=8.000000 predicted=14.170888, expected=24.000000 predicted=18.936433, expected=16.000000 predicted=18.919033, expected=24.000000 predicted=21.693303, expected=16.000000 predicted=20.924747, expected=28.000000 predicted=20.262650, expected=24.000000 predicted=22.033015, expected=4.000000 predicted=16.591061, expected=40.000000 predicted=25.367463, expected=24.000000 predicted=21.905156, expected=28.000000 predicted=25.494569, expected=16.000000 predicted=21.600568, expected=44.000000 predicted=27.961128, expected=20.000000 predicted=27.290529, expected=28.000000 predicted=27.149892, expected=12.000000 predicted=22.882488, expected=12.000000 predicted=20.719705, expected=20.000000 predicted=22.912742, expected=8.000000 predicted=15.393237, expected=20.000000 predicted=17.586090, expected=20.000000 predicted=15.563146, expected=24.000000 predicted=18.002303, expected=20.000000 predicted=18.729458, expected=20.000000 predicted=18.529653, expected=20.000000 predicted=20.491951, expected=20.000000 predicted=20.497756, expected=40.000000 predicted=26.100946, expected=16.000000 predicted=21.274245, expected=8.000000 predicted=19.303858, expected=20.000000 predicted=20.642480, expected=48.000000 predicted=27.990030, expected=12.000000 predicted=22.257597, expected=8.000000 predicted=17.744565, expected=20.000000 predicted=19.182397, expected=24.000000 predicted=21.934879, expected=36.000000 predicted=26.683442, expected=24.000000 predicted=20.520719, expected=36.000000 predicted=25.867609, expected=12.000000 predicted=23.135204, expected=16.000000 predicted=23.900383, expected=16.000000 predicted=22.642703, expected=28.000000 predicted=22.815870, expected=24.000000 predicted=22.372860, expected=24.000000 predicted=20.277490, expected=16.000000 predicted=19.841527, expected=4.000000 predicted=16.717222, expected=12.000000 predicted=17.685920, expected=12.000000 predicted=14.953399, expected=8.000000 predicted=12.276092, expected=28.000000 predicted=15.367106, expected=32.000000 predicted=17.339544, expected=12.000000 predicted=16.246762, expected=20.000000 predicted=18.940881, expected=36.000000 predicted=23.855347, expected=12.000000 predicted=21.565282, expected=16.000000 predicted=21.330558, expected=20.000000 predicted=19.099881, expected=28.000000 predicted=22.604937, expected=32.000000 predicted=25.212376, expected=28.000000 predicted=22.902862, expected=36.000000 predicted=27.632990, expected=44.000000 predicted=32.531556, expected=36.000000 predicted=33.895587, expected=16.000000 predicted=29.943817, expected=28.000000 predicted=31.179160, expected=8.000000 predicted=25.282252, expected=12.000000 predicted=23.276587, expected=40.000000 predicted=25.886153, expected=28.000000 predicted=22.011677, expected=24.000000 predicted=23.714961, expected=8.000000 predicted=18.018027, expected=4.000000 predicted=17.286691, expected=16.000000 predicted=20.134620, expected=40.000000 predicted=22.733489, expected=48.000000 predicted=26.203068, expected=12.000000 predicted=19.239340, expected=52.000000 predicted=31.702145, expected=20.000000 predicted=28.560391, expected=8.000000 predicted=27.936190, expected=24.000000 predicted=27.752291, expected=20.000000 predicted=21.637199, expected=16.000000 predicted=23.308171, expected=24.000000 predicted=19.438681, expected=4.000000 predicted=13.872651, expected=8.000000 predicted=15.487971, expected=8.000000 predicted=12.661444, expected=4.000000 predicted=9.863301, expected=16.000000 predicted=11.819893, expected=96.000000 predicted=31.912429, expected=40.000000 predicted=27.885917, expected=68.000000 predicted=42.835532, expected=52.000000 predicted=44.902087, expected=24.000000 predicted=44.938978, expected=20.000000 predicted=47.850365, expected=24.000000 predicted=35.846674, expected=32.000000 predicted=36.997131, expected=28.000000 predicted=30.391724, expected=24.000000 predicted=25.162082, expected=20.000000 predicted=23.805429, expected=8.000000 predicted=20.523589, expected=36.000000 predicted=26.644556, expected=68.000000 predicted=35.591136, expected=32.000000 predicted=30.852288, expected=28.000000 predicted=31.655427, expected=12.000000 predicted=26.905181, expected=8.000000 predicted=27.682743, expected=12.000000 predicted=25.987572, expected=20.000000 predicted=19.228803, expected=32.000000 predicted=20.895173, expected=12.000000 predicted=15.077420, expected=28.000000 predicted=19.915594, expected=36.000000 predicted=24.418084, expected=4.000000 predicted=19.186957, expected=12.000000 predicted=20.230787, expected=8.000000 predicted=14.790712, expected=12.000000 predicted=16.426610, expected=8.000000 predicted=13.248984, expected=20.000000 predicted=11.798274, expected=16.000000 predicted=12.889183, expected=32.000000 predicted=18.160102, expected=28.000000 predicted=20.090265, expected=28.000000 predicted=22.483582, expected=16.000000 predicted=22.038750, expected=12.000000 predicted=20.337520, expected=20.000000 predicted=22.525666, expected=40.000000 predicted=26.389693, expected=20.000000 predicted=22.236771, expected=12.000000 predicted=18.974101, expected=16.000000 predicted=19.002540, expected=16.000000 predicted=19.757091, expected=52.000000 predicted=30.440820, expected=44.000000 predicted=28.527944, expected=8.000000 predicted=21.896038, expected=32.000000 predicted=28.512386, expected=36.000000 predicted=30.869008, expected=24.000000 predicted=32.202813, expected=24.000000 predicted=28.175921, expected=16.000000 predicted=21.523254, expected=12.000000 predicted=22.574692, expected=16.000000 predicted=21.048878, expected=4.000000 predicted=14.342585, expected=28.000000 predicted=18.780797, expected=20.000000 predicted=16.121225, expected=28.000000 predicted=19.476777, expected=12.000000 predicted=16.788864, expected=12.000000 predicted=16.223672, expected=8.000000 predicted=16.716357, expected=24.000000 predicted=18.438020, expected=28.000000 predicted=20.135510, expected=16.000000 predicted=16.352699, expected=40.000000 predicted=23.906707, expected=24.000000 predicted=22.395933, expected=16.000000 predicted=23.664319, expected=8.000000 predicted=20.065720, expected=4.000000 predicted=15.805570, expected=32.000000 predicted=23.088259, expected=24.000000 predicted=18.682329, expected=24.000000 predicted=19.035550, expected=8.000000 predicted=14.865196, expected=60.000000 predicted=29.882545, expected=20.000000 Test MSE: 222.846
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487])] predicted=13.532589, expected=24.000000 predicted=17.386501, expected=8.000000 predicted=14.424147, expected=24.000000 predicted=16.982556, expected=24.000000 predicted=18.708107, expected=4.000000 predicted=14.006705, expected=28.000000 predicted=20.598510, expected=12.000000 predicted=15.495258, expected=4.000000 predicted=14.578917, expected=24.000000 predicted=17.321733, expected=8.000000 predicted=12.107202, expected=48.000000 predicted=24.764948, expected=16.000000 predicted=17.518612, expected=28.000000 predicted=23.085136, expected=16.000000 predicted=22.033229, expected=4.000000 predicted=18.752101, expected=12.000000 predicted=19.057597, expected=32.000000 predicted=19.972082, expected=4.000000 predicted=14.235381, expected=36.000000 predicted=19.884389, expected=16.000000 predicted=16.718368, expected=4.000000 predicted=16.386405, expected=8.000000 predicted=15.321700, expected=8.000000 predicted=12.114310, expected=24.000000 predicted=17.170531, expected=12.000000 predicted=11.798257, expected=20.000000 predicted=13.729254, expected=32.000000 predicted=18.913843, expected=20.000000 predicted=19.653533, expected=12.000000 predicted=19.066774, expected=4.000000 predicted=14.872514, expected=16.000000 predicted=17.334441, expected=16.000000 predicted=16.484957, expected=8.000000 predicted=12.151274, expected=16.000000 predicted=12.397381, expected=12.000000 predicted=11.938548, expected=4.000000 predicted=11.101768, expected=20.000000 predicted=13.489937, expected=16.000000 predicted=12.973944, expected=24.000000 predicted=16.681184, expected=4.000000 predicted=11.868749, expected=4.000000 predicted=11.256620, expected=8.000000 predicted=11.807801, expected=8.000000 predicted=10.529295, expected=8.000000 predicted=9.039667, expected=20.000000 predicted=10.058730, expected=4.000000 predicted=7.976651, expected=8.000000 predicted=9.298215, expected=8.000000 predicted=8.851602, expected=20.000000 predicted=12.653159, expected=20.000000 predicted=14.017063, expected=8.000000 predicted=10.951902, expected=40.000000 predicted=20.150978, expected=12.000000 predicted=17.175661, expected=8.000000 predicted=17.398167, expected=16.000000 predicted=16.502484, expected=8.000000 predicted=14.844487, expected=24.000000 predicted=18.693017, expected=12.000000 predicted=12.879245, expected=8.000000 predicted=12.512381, expected=32.000000 predicted=18.046200, expected=4.000000 predicted=13.666827, expected=40.000000 predicted=22.361416, expected=4.000000 predicted=14.923182, expected=24.000000 predicted=20.116117, expected=12.000000 predicted=17.529955, expected=8.000000 predicted=15.908017, expected=4.000000 predicted=13.102373, expected=12.000000 predicted=11.057491, expected=12.000000 predicted=11.810451, expected=8.000000 predicted=9.274307, expected=24.000000 predicted=12.376393, expected=24.000000 predicted=15.359480, expected=4.000000 predicted=13.366487, expected=4.000000 predicted=11.332268, expected=4.000000 predicted=10.445085, expected=12.000000 predicted=12.109579, expected=16.000000 predicted=10.963646, expected=16.000000 predicted=10.192573, expected=8.000000 predicted=9.760695, expected=8.000000 predicted=10.334344, expected=40.000000 predicted=18.975735, expected=8.000000 predicted=15.712481, expected=12.000000 predicted=15.067212, expected=12.000000 predicted=13.684756, expected=28.000000 predicted=19.763035, expected=16.000000 predicted=18.575221, expected=4.000000 predicted=12.646078, expected=12.000000 predicted=13.503311, expected=8.000000 predicted=13.095853, expected=24.000000 predicted=15.937243, expected=16.000000 predicted=13.366153, expected=16.000000 predicted=13.924393, expected=32.000000 predicted=19.121986, expected=36.000000 predicted=24.082603, expected=8.000000 predicted=20.745181, expected=12.000000 predicted=19.100061, expected=8.000000 predicted=17.652043, expected=36.000000 predicted=23.573406, expected=24.000000 predicted=20.423944, expected=8.000000 predicted=15.466580, expected=4.000000 predicted=13.901738, expected=12.000000 predicted=15.822966, expected=4.000000 predicted=13.327366, expected=12.000000 predicted=10.354077, expected=8.000000 predicted=7.836453, expected=4.000000 predicted=7.217394, expected=12.000000 predicted=8.684005, expected=4.000000 predicted=7.211356, expected=12.000000 predicted=8.863478, expected=28.000000 predicted=12.849321, expected=4.000000 predicted=10.348301, expected=4.000000 predicted=9.756533, expected=12.000000 predicted=10.790160, expected=8.000000 predicted=11.529129, expected=12.000000 predicted=10.786427, expected=4.000000 predicted=6.918012, expected=20.000000 predicted=11.193229, expected=4.000000 predicted=9.279474, expected=4.000000 predicted=8.368712, expected=12.000000 predicted=9.182460, expected=12.000000 predicted=10.072445, expected=32.000000 predicted=15.317619, expected=20.000000 predicted=14.623636, expected=52.000000 predicted=25.556746, expected=20.000000 predicted=24.633237, expected=28.000000 predicted=28.038043, expected=8.000000 predicted=24.429910, expected=4.000000 predicted=20.808979, expected=16.000000 predicted=19.436951, expected=8.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=13.721413, expected=4.000000 predicted=9.827124, expected=8.000000 predicted=7.640724, expected=32.000000 predicted=14.561183, expected=12.000000 predicted=13.475128, expected=8.000000 predicted=11.490445, expected=8.000000 predicted=11.444587, expected=4.000000 predicted=11.705829, expected=4.000000 predicted=9.680362, expected=12.000000 predicted=8.195638, expected=8.000000 predicted=7.511929, expected=28.000000 predicted=12.518757, expected=16.000000 predicted=12.885625, expected=4.000000 predicted=11.449703, expected=8.000000 predicted=11.631349, expected=40.000000 predicted=20.270993, expected=4.000000 predicted=15.506191, expected=4.000000 predicted=11.426994, expected=16.000000 predicted=12.908292, expected=4.000000 predicted=12.481963, expected=8.000000 predicted=11.144756, expected=12.000000 predicted=8.345998, expected=8.000000 predicted=8.911277, expected=12.000000 predicted=9.900264, expected=12.000000 predicted=9.728809, expected=8.000000 predicted=9.916041, expected=20.000000 predicted=12.697285, expected=16.000000 predicted=13.208432, expected=12.000000 predicted=13.331823, expected=4.000000 predicted=11.021528, expected=4.000000 predicted=10.048737, expected=24.000000 predicted=14.133901, expected=8.000000 predicted=11.001492, expected=4.000000 predicted=8.694797, expected=48.000000 predicted=18.463728, expected=8.000000 predicted=15.989355, expected=4.000000 predicted=15.249160, expected=20.000000 predicted=15.145403, expected=8.000000 predicted=15.336436, expected=40.000000 predicted=22.101780, expected=16.000000 predicted=15.883655, expected=4.000000 predicted=15.484978, expected=12.000000 predicted=15.321676, expected=8.000000 predicted=14.847707, expected=12.000000 predicted=14.393946, expected=8.000000 predicted=9.315175, expected=4.000000 predicted=7.946981, expected=8.000000 predicted=8.319385, expected=24.000000 predicted=11.924771, expected=20.000000 predicted=13.359863, expected=20.000000 predicted=14.806123, expected=4.000000 predicted=12.499367, expected=4.000000 predicted=12.895637, expected=8.000000 predicted=12.338400, expected=4.000000 predicted=9.413435, expected=28.000000 predicted=12.464759, expected=12.000000 predicted=10.189615, expected=28.000000 predicted=15.876694, expected=12.000000 predicted=14.627169, expected=4.000000 predicted=14.694864, expected=4.000000 predicted=12.665711, expected=12.000000 predicted=12.362531, expected=4.000000 predicted=9.646330, expected=20.000000 predicted=10.206133, expected=16.000000 predicted=10.490715, expected=12.000000 predicted=11.946722, expected=4.000000 predicted=10.177845, expected=4.000000 predicted=9.660634, expected=20.000000 predicted=13.127647, expected=12.000000 predicted=11.472293, expected=8.000000 predicted=9.815814, expected=12.000000 predicted=9.862830, expected=4.000000 predicted=9.834323, expected=20.000000 predicted=13.170774, expected=4.000000 predicted=9.263153, expected=8.000000 predicted=9.522986, expected=12.000000 predicted=9.529007, expected=24.000000 predicted=13.775895, expected=8.000000 predicted=11.939747, expected=8.000000 predicted=10.571216, expected=12.000000 predicted=11.726308, expected=16.000000 predicted=14.028012, expected=4.000000 predicted=10.898212, expected=4.000000 predicted=8.164443, expected=12.000000 predicted=9.432213, expected=28.000000 predicted=14.319918, expected=20.000000 predicted=14.448186, expected=4.000000 predicted=11.368229, expected=24.000000 predicted=16.135666, expected=8.000000 predicted=15.611642, expected=16.000000 predicted=16.672001, expected=24.000000 predicted=15.926727, expected=8.000000 predicted=14.323005, expected=4.000000 predicted=12.643251, expected=28.000000 predicted=15.733024, expected=4.000000 predicted=13.429899, expected=4.000000 predicted=11.301914, expected=52.000000 predicted=18.807252, expected=8.000000 predicted=16.536126, expected=12.000000 predicted=18.448651, expected=16.000000 predicted=14.558733, expected=20.000000 predicted=20.075476, expected=28.000000 predicted=22.201238, expected=12.000000 predicted=15.814846, expected=20.000000 predicted=18.489771, expected=16.000000 predicted=18.129965, expected=8.000000 predicted=17.128842, expected=32.000000 predicted=19.765503, expected=32.000000 predicted=20.848521, expected=36.000000 predicted=25.508444, expected=8.000000 predicted=20.474243, expected=4.000000 predicted=19.540363, expected=12.000000 predicted=19.533957, expected=12.000000 predicted=17.288717, expected=4.000000 predicted=11.436542, expected=4.000000 predicted=6.870078, expected=20.000000 predicted=10.263882, expected=4.000000 predicted=8.847254, expected=12.000000 predicted=9.728333, expected=12.000000 predicted=9.032617, expected=16.000000 predicted=12.407058, expected=8.000000 predicted=11.166821, expected=4.000000 predicted=9.185639, expected=16.000000 predicted=11.527423, expected=8.000000 predicted=10.442781, expected=4.000000 predicted=8.960246, expected=4.000000 predicted=6.685604, expected=16.000000 predicted=9.539209, expected=8.000000 predicted=8.935605, expected=20.000000 predicted=10.992375, expected=28.000000 predicted=14.302270, expected=52.000000 predicted=24.931469, expected=20.000000 predicted=23.642629, expected=4.000000 predicted=21.259282, expected=12.000000 predicted=21.275565, expected=4.000000 predicted=18.918510, expected=8.000000 predicted=15.271843, expected=16.000000 predicted=10.569183, expected=12.000000 predicted=9.899387, expected=4.000000 predicted=8.755957, expected=4.000000 predicted=7.531061, expected=8.000000 predicted=8.588690, expected=4.000000 predicted=7.496996, expected=184.000000 predicted=49.604672, expected=12.000000 predicted=36.038416, expected=20.000000 predicted=41.680095, expected=12.000000 predicted=35.143542, expected=4.000000 predicted=48.438605, expected=4.000000 predicted=44.572251, expected=4.000000 predicted=8.832008, expected=8.000000 predicted=8.598196, expected=20.000000 predicted=9.480446, expected=24.000000 predicted=11.998302, expected=8.000000 predicted=11.442390, expected=4.000000 predicted=10.432553, expected=4.000000 predicted=10.280300, expected=8.000000 predicted=11.198201, expected=4.000000 predicted=8.331104, expected=4.000000 predicted=5.195330, expected=16.000000 predicted=7.168855, expected=12.000000 predicted=8.590460, expected=4.000000 predicted=7.894988, expected=8.000000 predicted=7.554257, expected=16.000000 predicted=10.406794, expected=20.000000 predicted=13.539533, expected=4.000000 predicted=10.338537, expected=12.000000 predicted=10.481888, expected=12.000000 predicted=11.722252, expected=12.000000 predicted=13.019976, expected=12.000000 predicted=11.782213, expected=12.000000 predicted=10.804096, expected=12.000000 predicted=11.984082, expected=4.000000 predicted=10.147557, expected=8.000000 predicted=9.670769, expected=12.000000 predicted=9.988366, expected=4.000000 predicted=8.560693, expected=36.000000 predicted=14.211449, expected=44.000000 predicted=20.468023, expected=8.000000 predicted=18.935350, expected=8.000000 predicted=16.995760, expected=4.000000 predicted=15.444903, expected=12.000000 predicted=18.742650, expected=4.000000 predicted=12.450789, expected=4.000000 predicted=6.524106, expected=40.000000 predicted=13.941817, expected=4.000000 predicted=11.506511, expected=4.000000 predicted=11.074647, expected=8.000000 predicted=9.047374, expected=20.000000 predicted=14.551186, expected=4.000000 predicted=12.676650, expected=4.000000 predicted=7.068815, expected=-4.000000 predicted=4.689056, expected=4.000000 Test MSE: 241.730
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641])] predicted=7.707400, expected=8.000000 predicted=7.918659, expected=16.000000 predicted=10.893826, expected=4.000000 predicted=10.895249, expected=4.000000 predicted=10.089813, expected=12.000000 predicted=10.664624, expected=4.000000 predicted=7.589117, expected=20.000000 predicted=9.793977, expected=20.000000 predicted=9.350630, expected=4.000000 predicted=10.998022, expected=4.000000 predicted=12.150066, expected=8.000000 predicted=10.049790, expected=12.000000 predicted=10.869723, expected=4.000000 predicted=8.712556, expected=4.000000 predicted=6.579360, expected=12.000000 predicted=7.069154, expected=8.000000 predicted=7.412083, expected=12.000000 predicted=8.675070, expected=12.000000 predicted=8.342048, expected=8.000000 predicted=9.347293, expected=4.000000 predicted=9.899340, expected=4.000000 predicted=8.407356, expected=8.000000 predicted=7.899065, expected=8.000000 predicted=6.983331, expected=4.000000 predicted=6.081756, expected=16.000000 predicted=7.074830, expected=16.000000 predicted=8.279336, expected=4.000000 predicted=9.592517, expected=8.000000 predicted=10.230773, expected=12.000000 predicted=9.617738, expected=12.000000 predicted=10.888087, expected=8.000000 predicted=10.162212, expected=4.000000 predicted=8.489127, expected=4.000000 predicted=8.411258, expected=4.000000 predicted=7.410159, expected=8.000000 predicted=6.488038, expected=4.000000 predicted=5.138297, expected=4.000000 predicted=4.885711, expected=4.000000 predicted=4.707774, expected=4.000000 predicted=4.595325, expected=4.000000 predicted=4.649682, expected=4.000000 predicted=3.947172, expected=20.000000 predicted=5.888461, expected=8.000000 predicted=6.388459, expected=4.000000 predicted=8.188895, expected=4.000000 predicted=7.929004, expected=8.000000 predicted=7.795839, expected=8.000000 predicted=8.387483, expected=12.000000 predicted=7.049273, expected=8.000000 predicted=7.099851, expected=4.000000 predicted=7.708031, expected=12.000000 predicted=8.734911, expected=4.000000 predicted=7.687738, expected=8.000000 predicted=8.368495, expected=8.000000 predicted=7.145998, expected=4.000000 predicted=6.672600, expected=16.000000 predicted=8.502460, expected=16.000000 predicted=8.272998, expected=4.000000 predicted=9.567683, expected=12.000000 predicted=10.709244, expected=4.000000 predicted=9.146152, expected=8.000000 predicted=10.401951, expected=4.000000 predicted=8.068019, expected=8.000000 predicted=6.674139, expected=4.000000 predicted=6.608637, expected=4.000000 predicted=5.536364, expected=4.000000 predicted=5.410926, expected=4.000000 predicted=4.600760, expected=4.000000 predicted=4.655653, expected=8.000000 predicted=4.435202, expected=4.000000 predicted=4.438667, expected=8.000000 predicted=5.370063, expected=8.000000 predicted=5.679806, expected=4.000000 predicted=6.025992, expected=8.000000 predicted=6.831724, expected=4.000000 predicted=5.845473, expected=4.000000 predicted=6.244157, expected=8.000000 predicted=5.895032, expected=4.000000 predicted=5.092191, expected=20.000000 predicted=7.524314, expected=16.000000 predicted=8.135558, expected=8.000000 predicted=10.307097, expected=4.000000 predicted=10.940563, expected=28.000000 predicted=12.665854, expected=4.000000 predicted=12.433147, expected=12.000000 predicted=13.319694, expected=4.000000 predicted=10.269436, expected=16.000000 predicted=11.063588, expected=4.000000 predicted=11.293775, expected=4.000000 predicted=8.017943, expected=8.000000 predicted=8.169718, expected=4.000000 predicted=6.363450, expected=4.000000 predicted=6.989224, expected=12.000000 predicted=5.671739, expected=4.000000 predicted=5.586231, expected=8.000000 predicted=6.993636, expected=12.000000 predicted=6.945645, expected=12.000000 predicted=8.097932, expected=16.000000 predicted=10.426991, expected=4.000000 predicted=9.513961, expected=8.000000 predicted=10.753405, expected=4.000000 predicted=9.458812, expected=4.000000 predicted=8.193075, expected=24.000000 predicted=9.195828, expected=4.000000 predicted=7.104115, expected=4.000000 predicted=9.333199, expected=4.000000 predicted=7.808592, expected=4.000000 predicted=7.205553, expected=4.000000 predicted=7.486550, expected=4.000000 predicted=3.952409, expected=4.000000 predicted=3.952477, expected=4.000000 predicted=3.952548, expected=4.000000 predicted=3.952616, expected=4.000000 predicted=3.952686, expected=4.000000 predicted=3.952755, expected=8.000000 predicted=4.423703, expected=8.000000 predicted=4.925922, expected=8.000000 predicted=5.858685, expected=8.000000 predicted=6.626742, expected=4.000000 predicted=6.799859, expected=12.000000 predicted=7.943572, expected=8.000000 predicted=7.544922, expected=16.000000 predicted=9.079736, expected=16.000000 predicted=10.051862, expected=4.000000 predicted=10.317130, expected=8.000000 predicted=11.566816, expected=16.000000 predicted=10.816696, expected=4.000000 predicted=10.442010, expected=4.000000 predicted=9.637825, expected=4.000000 predicted=6.899224, expected=8.000000 predicted=7.064352, expected=28.000000 predicted=9.404930, expected=4.000000 predicted=7.849488, expected=4.000000 predicted=10.313824, expected=8.000000 predicted=9.690716, expected=4.000000 predicted=9.139874, expected=4.000000 predicted=9.105003, expected=4.000000 predicted=4.716617, expected=8.000000 predicted=5.089043, expected=4.000000 predicted=5.143964, expected=8.000000 predicted=5.362733, expected=4.000000 predicted=5.212417, expected=4.000000 predicted=5.546912, expected=8.000000 predicted=5.887864, expected=4.000000 predicted=5.108991, expected=20.000000 predicted=7.472881, expected=8.000000 predicted=7.176906, expected=12.000000 predicted=9.789416, expected=12.000000 predicted=10.570375, expected=4.000000 predicted=10.234453, expected=28.000000 predicted=13.547874, expected=8.000000 predicted=10.999189, expected=4.000000 predicted=12.835674, expected=16.000000 predicted=12.170057, expected=4.000000 predicted=10.307605, expected=8.000000 predicted=12.055011, expected=12.000000 predicted=8.293241, expected=4.000000 predicted=7.955795, expected=4.000000 predicted=8.659165, expected=4.000000 predicted=6.123759, expected=4.000000 predicted=6.002254, expected=8.000000 predicted=5.785174, expected=16.000000 predicted=5.843520, expected=16.000000 predicted=7.814478, expected=28.000000 predicted=11.956853, expected=4.000000 predicted=12.721466, expected=4.000000 predicted=14.524508, expected=4.000000 predicted=12.436361, expected=16.000000 predicted=11.558053, expected=4.000000 predicted=9.645317, expected=4.000000 predicted=6.760674, expected=4.000000 predicted=6.173421, expected=4.000000 predicted=5.971136, expected=4.000000 predicted=6.017575, expected=4.000000 predicted=3.956729, expected=4.000000 predicted=3.956785, expected=12.000000 predicted=4.924851, expected=12.000000 predicted=5.947622, expected=4.000000 predicted=6.837781, expected=20.000000 predicted=9.242851, expected=4.000000 predicted=8.819979, expected=24.000000 predicted=12.757851, expected=24.000000 predicted=13.247943, expected=8.000000 predicted=14.422558, expected=16.000000 predicted=16.974536, expected=4.000000 predicted=13.491146, expected=8.000000 predicted=14.767554, expected=8.000000 predicted=11.163922, expected=8.000000 predicted=8.614090, expected=8.000000 predicted=8.638374, expected=4.000000 predicted=6.821337, expected=8.000000 predicted=7.448852, expected=4.000000 predicted=6.548500, expected=4.000000 predicted=6.242167, expected=4.000000 predicted=5.340959, expected=8.000000 predicted=5.124491, expected=4.000000 predicted=5.153423, expected=4.000000 predicted=4.898252, expected=4.000000 predicted=4.676323, expected=4.000000 predicted=4.635566, expected=4.000000 predicted=4.624571, expected=8.000000 predicted=4.447317, expected=8.000000 predicted=4.976755, expected=4.000000 predicted=5.426391, expected=4.000000 predicted=5.615606, expected=8.000000 predicted=5.843069, expected=4.000000 predicted=5.830437, expected=4.000000 predicted=5.565794, expected=4.000000 predicted=4.677142, expected=16.000000 predicted=6.100950, expected=4.000000 predicted=6.208888, expected=12.000000 predicted=7.747607, expected=8.000000 predicted=7.670196, expected=8.000000 predicted=8.877358, expected=4.000000 predicted=8.878790, expected=12.000000 predicted=7.931593, expected=4.000000 predicted=7.760959, expected=4.000000 predicted=7.175404, expected=4.000000 predicted=6.076402, expected=8.000000 predicted=5.782978, expected=8.000000 predicted=6.317337, expected=4.000000 predicted=5.428304, expected=4.000000 predicted=5.620819, expected=12.000000 predicted=6.325406, expected=4.000000 predicted=6.361379, expected=4.000000 predicted=6.505813, expected=4.000000 predicted=5.412619, expected=8.000000 predicted=5.783757, expected=4.000000 predicted=5.827754, expected=8.000000 predicted=5.381013, expected=8.000000 predicted=5.702750, expected=4.000000 predicted=6.097527, expected=12.000000 predicted=7.260474, expected=4.000000 predicted=6.421130, expected=28.000000 predicted=10.035085, expected=8.000000 predicted=9.806699, expected=4.000000 predicted=11.469043, expected=4.000000 predicted=10.620647, expected=4.000000 predicted=8.743107, expected=4.000000 predicted=8.650241, expected=4.000000 predicted=4.623909, expected=4.000000 predicted=3.960538, expected=12.000000 predicted=4.932785, expected=8.000000 predicted=5.530322, expected=4.000000 predicted=6.365758, expected=4.000000 predicted=6.342254, expected=16.000000 predicted=7.485620, expected=4.000000 predicted=7.574284, expected=16.000000 predicted=8.865179, expected=8.000000 predicted=8.258629, expected=4.000000 predicted=9.307565, expected=20.000000 predicted=10.968097, expected=4.000000 predicted=8.894864, expected=4.000000 predicted=10.388639, expected=4.000000 predicted=7.512303, expected=8.000000 predicted=7.145540, expected=4.000000 predicted=7.147372, expected=8.000000 predicted=5.375836, expected=12.000000 predicted=6.186373, expected=8.000000 predicted=7.139718, expected=4.000000 predicted=7.764505, expected=8.000000 predicted=7.498883, expected=4.000000 predicted=7.234511, expected=4.000000 predicted=6.893961, expected=4.000000 predicted=5.345073, expected=8.000000 predicted=5.112673, expected=8.000000 predicted=5.647136, expected=12.000000 predicted=6.406879, expected=4.000000 predicted=6.709890, expected=8.000000 predicted=7.708747, expected=4.000000 predicted=7.286340, expected=4.000000 predicted=6.900573, expected=12.000000 predicted=6.969762, expected=8.000000 predicted=6.203250, expected=4.000000 predicted=7.042220, expected=4.000000 predicted=6.341006, expected=8.000000 predicted=6.509502, expected=4.000000 predicted=6.504518, expected=12.000000 predicted=6.521893, expected=4.000000 predicted=5.772706, expected=4.000000 predicted=6.504314, expected=8.000000 predicted=6.549579, expected=4.000000 predicted=5.852293, expected=4.000000 predicted=6.230034, expected=4.000000 predicted=4.683550, expected=4.000000 predicted=4.635171, expected=4.000000 predicted=4.627466, expected=8.000000 predicted=4.441345, expected=4.000000 predicted=4.506347, expected=4.000000 predicted=4.898434, expected=16.000000 predicted=6.117678, expected=4.000000 predicted=6.265452, expected=4.000000 predicted=7.445617, expected=8.000000 predicted=6.601672, expected=8.000000 predicted=6.997480, expected=4.000000 predicted=7.442929, expected=4.000000 predicted=5.625596, expected=16.000000 Test MSE: 31.311
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636])] predicted=14.643944, expected=24.000000 predicted=16.620863, expected=12.000000 predicted=17.409769, expected=16.000000 predicted=18.342133, expected=20.000000 predicted=18.343652, expected=20.000000 predicted=18.765863, expected=20.000000 predicted=18.360203, expected=28.000000 predicted=19.246701, expected=32.000000 predicted=22.717932, expected=20.000000 predicted=23.056883, expected=12.000000 predicted=21.637890, expected=20.000000 predicted=22.350683, expected=16.000000 predicted=21.866913, expected=8.000000 predicted=17.739914, expected=24.000000 predicted=16.576135, expected=32.000000 predicted=19.097193, expected=24.000000 predicted=20.259428, expected=12.000000 predicted=18.646781, expected=4.000000 predicted=17.396761, expected=16.000000 predicted=19.268773, expected=28.000000 predicted=19.931459, expected=8.000000 predicted=14.916051, expected=8.000000 predicted=11.858490, expected=28.000000 predicted=15.927288, expected=16.000000 predicted=17.685799, expected=20.000000 predicted=17.150693, expected=16.000000 predicted=16.029403, expected=24.000000 predicted=18.837659, expected=20.000000 predicted=20.645967, expected=8.000000 predicted=17.065390, expected=12.000000 predicted=16.615440, expected=4.000000 predicted=14.458625, expected=28.000000 predicted=16.056924, expected=12.000000 predicted=14.076559, expected=28.000000 predicted=14.579300, expected=32.000000 predicted=19.496646, expected=8.000000 predicted=18.491280, expected=24.000000 predicted=21.429362, expected=12.000000 predicted=20.197130, expected=28.000000 predicted=21.892923, expected=12.000000 predicted=19.260741, expected=16.000000 predicted=16.397628, expected=24.000000 predicted=19.473799, expected=28.000000 predicted=20.302699, expected=28.000000 predicted=22.167514, expected=28.000000 predicted=22.447510, expected=16.000000 predicted=23.313993, expected=8.000000 predicted=21.938218, expected=24.000000 predicted=22.407734, expected=20.000000 predicted=21.188322, expected=32.000000 predicted=20.830848, expected=8.000000 predicted=17.745537, expected=16.000000 predicted=17.685312, expected=24.000000 predicted=21.284670, expected=20.000000 predicted=20.281471, expected=28.000000 predicted=20.632288, expected=36.000000 predicted=22.090165, expected=8.000000 predicted=21.824229, expected=40.000000 predicted=25.411493, expected=16.000000 predicted=25.701209, expected=20.000000 predicted=24.157012, expected=8.000000 predicted=21.376553, expected=12.000000 predicted=17.866403, expected=12.000000 predicted=18.123379, expected=4.000000 predicted=12.063516, expected=16.000000 predicted=11.687931, expected=20.000000 predicted=12.322996, expected=8.000000 predicted=11.731050, expected=12.000000 predicted=11.454235, expected=24.000000 predicted=14.410207, expected=20.000000 predicted=16.814513, expected=16.000000 predicted=16.038232, expected=8.000000 predicted=14.572747, expected=32.000000 predicted=18.924622, expected=24.000000 predicted=21.033064, expected=20.000000 predicted=19.239159, expected=20.000000 predicted=19.761927, expected=20.000000 predicted=21.197476, expected=16.000000 predicted=21.948478, expected=32.000000 predicted=21.919768, expected=20.000000 predicted=21.522301, expected=16.000000 predicted=20.144753, expected=24.000000 predicted=21.391902, expected=16.000000 predicted=21.184944, expected=16.000000 predicted=20.298847, expected=16.000000 predicted=18.058485, expected=8.000000 predicted=16.181202, expected=12.000000 predicted=15.166517, expected=28.000000 predicted=16.229733, expected=36.000000 predicted=19.406140, expected=20.000000 predicted=19.324337, expected=12.000000 predicted=18.722869, expected=12.000000 predicted=20.498454, expected=12.000000 predicted=20.611379, expected=16.000000 predicted=17.980809, expected=16.000000 predicted=14.576494, expected=32.000000 predicted=16.566903, expected=16.000000 predicted=17.282453, expected=20.000000 predicted=18.069105, expected=24.000000 predicted=20.919791, expected=20.000000 predicted=21.620833, expected=12.000000 predicted=20.266451, expected=24.000000 predicted=19.391071, expected=12.000000 predicted=19.030798, expected=12.000000 predicted=16.954974, expected=4.000000 predicted=14.030422, expected=28.000000 predicted=15.599180, expected=24.000000 predicted=17.605830, expected=4.000000 predicted=13.221023, expected=24.000000 predicted=15.595569, expected=24.000000 predicted=18.953566, expected=32.000000 predicted=22.294417, expected=44.000000 predicted=24.955655, expected=12.000000 predicted=23.232325, expected=12.000000 predicted=23.987170, expected=20.000000 predicted=24.919384, expected=8.000000 predicted=22.007388, expected=20.000000 predicted=18.805243, expected=20.000000 predicted=15.576968, expected=28.000000 predicted=17.959509, expected=16.000000 predicted=18.327185, expected=36.000000 predicted=21.195639, expected=12.000000 predicted=22.257702, expected=24.000000 predicted=22.193479, expected=8.000000 predicted=20.986237, expected=12.000000 predicted=18.035887, expected=8.000000 predicted=16.739580, expected=24.000000 predicted=14.875041, expected=20.000000 predicted=16.078656, expected=36.000000 predicted=17.661656, expected=20.000000 predicted=19.928767, expected=32.000000 predicted=22.895173, expected=56.000000 predicted=31.911237, expected=12.000000 predicted=29.530016, expected=12.000000 predicted=26.677280, expected=16.000000 predicted=25.522600, expected=24.000000 predicted=26.232664, expected=12.000000 predicted=21.535505, expected=16.000000 predicted=14.957432, expected=24.000000 predicted=17.668533, expected=20.000000 predicted=18.818211, expected=24.000000 predicted=19.647855, expected=24.000000 predicted=20.115077, expected=24.000000 predicted=22.028075, expected=12.000000 predicted=21.126505, expected=16.000000 predicted=19.863460, expected=20.000000 predicted=20.313943, expected=16.000000 predicted=18.664708, expected=8.000000 predicted=15.581408, expected=8.000000 predicted=13.247040, expected=4.000000 predicted=12.101316, expected=16.000000 predicted=12.012365, expected=16.000000 predicted=11.479408, expected=12.000000 predicted=10.375883, expected=20.000000 predicted=12.540201, expected=8.000000 predicted=12.832300, expected=20.000000 predicted=15.097223, expected=32.000000 predicted=18.448886, expected=28.000000 predicted=20.121481, expected=20.000000 predicted=20.742332, expected=28.000000 predicted=22.769603, expected=24.000000 predicted=25.719498, expected=8.000000 predicted=22.893126, expected=16.000000 predicted=20.378212, expected=4.000000 predicted=16.932290, expected=20.000000 predicted=16.477521, expected=52.000000 predicted=21.452140, expected=32.000000 predicted=22.262734, expected=8.000000 predicted=20.377160, expected=8.000000 predicted=20.383015, expected=16.000000 predicted=23.760183, expected=4.000000 predicted=19.986015, expected=20.000000 predicted=14.444656, expected=28.000000 predicted=14.595003, expected=12.000000 predicted=14.346295, expected=4.000000 predicted=13.140401, expected=8.000000 predicted=12.777607, expected=12.000000 predicted=14.449325, expected=16.000000 predicted=13.436937, expected=32.000000 predicted=14.281523, expected=16.000000 predicted=14.489279, expected=8.000000 predicted=14.437678, expected=4.000000 predicted=14.451018, expected=8.000000 predicted=14.325045, expected=8.000000 predicted=12.908600, expected=12.000000 predicted=9.365332, expected=20.000000 predicted=10.186928, expected=20.000000 predicted=12.072728, expected=28.000000 predicted=16.019629, expected=16.000000 predicted=17.106687, expected=36.000000 predicted=22.090045, expected=24.000000 predicted=24.313349, expected=28.000000 predicted=24.968357, expected=40.000000 predicted=29.053573, expected=36.000000 predicted=30.343054, expected=32.000000 predicted=32.285821, expected=24.000000 predicted=30.311634, expected=8.000000 predicted=27.402188, expected=24.000000 predicted=27.430875, expected=12.000000 predicted=22.984755, expected=4.000000 predicted=16.577792, expected=12.000000 predicted=13.842888, expected=16.000000 predicted=13.172214, expected=20.000000 predicted=14.822525, expected=8.000000 predicted=11.631338, expected=28.000000 predicted=14.869617, expected=16.000000 predicted=17.031205, expected=16.000000 predicted=16.860782, expected=12.000000 predicted=16.454269, expected=12.000000 predicted=15.294887, expected=8.000000 predicted=15.104213, expected=16.000000 predicted=13.404342, expected=4.000000 predicted=11.180684, expected=24.000000 predicted=12.787924, expected=8.000000 predicted=12.200878, expected=20.000000 predicted=13.059496, expected=20.000000 predicted=15.699207, expected=12.000000 predicted=14.493958, expected=24.000000 predicted=17.922972, expected=16.000000 predicted=16.937964, expected=8.000000 predicted=16.093346, expected=28.000000 predicted=18.220475, expected=16.000000 predicted=17.769770, expected=24.000000 predicted=19.042322, expected=32.000000 predicted=21.093428, expected=4.000000 predicted=18.283829, expected=20.000000 predicted=20.022994, expected=20.000000 predicted=19.914138, expected=12.000000 predicted=18.581511, expected=4.000000 predicted=14.604063, expected=20.000000 predicted=13.552004, expected=16.000000 predicted=15.756364, expected=12.000000 predicted=13.679062, expected=20.000000 predicted=13.975577, expected=32.000000 predicted=18.006268, expected=40.000000 predicted=24.010901, expected=28.000000 predicted=24.606307, expected=20.000000 predicted=24.716555, expected=20.000000 predicted=26.434446, expected=12.000000 predicted=25.091352, expected=4.000000 predicted=19.910648, expected=4.000000 predicted=14.100916, expected=4.000000 predicted=10.446647, expected=12.000000 predicted=9.432177, expected=4.000000 predicted=6.588204, expected=48.000000 predicted=13.981455, expected=12.000000 predicted=14.719892, expected=16.000000 predicted=14.936074, expected=28.000000 predicted=20.400325, expected=16.000000 predicted=20.985444, expected=24.000000 predicted=23.545279, expected=20.000000 predicted=19.517015, expected=8.000000 predicted=18.182246, expected=16.000000 predicted=18.236359, expected=24.000000 predicted=18.510764, expected=8.000000 predicted=16.429615, expected=4.000000 predicted=12.471765, expected=4.000000 predicted=10.337094, expected=12.000000 predicted=11.465079, expected=20.000000 predicted=12.421647, expected=28.000000 predicted=13.397963, expected=36.000000 predicted=18.280382, expected=16.000000 predicted=19.212478, expected=12.000000 predicted=19.740062, expected=8.000000 predicted=19.391688, expected=12.000000 predicted=18.451373, expected=12.000000 predicted=15.897631, expected=16.000000 predicted=12.805487, expected=8.000000 predicted=11.162995, expected=12.000000 predicted=11.139326, expected=4.000000 predicted=10.377217, expected=12.000000 predicted=10.569642, expected=8.000000 predicted=10.027441, expected=12.000000 predicted=9.354065, expected=32.000000 predicted=14.287446, expected=4.000000 predicted=11.982081, expected=24.000000 predicted=14.981773, expected=20.000000 predicted=17.191943, expected=28.000000 predicted=20.437413, expected=8.000000 predicted=18.797909, expected=4.000000 predicted=13.712385, expected=12.000000 predicted=15.731325, expected=8.000000 predicted=13.374334, expected=24.000000 predicted=14.307864, expected=12.000000 predicted=11.625597, expected=28.000000 predicted=14.997473, expected=12.000000 predicted=16.090836, expected=8.000000 predicted=14.626750, expected=8.000000 predicted=14.770825, expected=12.000000 predicted=13.411989, expected=8.000000 predicted=12.473122, expected=12.000000 predicted=9.929546, expected=4.000000 predicted=8.466182, expected=4.000000 predicted=7.574049, expected=16.000000 predicted=9.615457, expected=8.000000 predicted=8.933665, expected=12.000000 predicted=9.151556, expected=4.000000 predicted=7.792501, expected=8.000000 predicted=8.466629, expected=28.000000 predicted=13.462860, expected=20.000000 predicted=14.151605, expected=16.000000 predicted=14.353525, expected=20.000000 predicted=15.984991, expected=16.000000 predicted=18.116568, expected=24.000000 predicted=20.705521, expected=16.000000 predicted=18.671405, expected=4.000000 predicted=15.183943, expected=24.000000 predicted=17.323054, expected=8.000000 predicted=15.551962, expected=16.000000 predicted=14.931278, expected=16.000000 predicted=14.106291, expected=4.000000 predicted=11.768080, expected=8.000000 predicted=11.975015, expected=20.000000 predicted=12.518731, expected=24.000000 predicted=15.455395, expected=8.000000 predicted=12.983313, expected=4.000000 predicted=10.474826, expected=28.000000 predicted=15.956908, expected=24.000000 predicted=18.916355, expected=4.000000 predicted=14.457518, expected=8.000000 predicted=11.892218, expected=12.000000 predicted=13.620035, expected=8.000000 predicted=13.796783, expected=8.000000 predicted=10.233500, expected=12.000000 predicted=8.815234, expected=12.000000 predicted=10.174585, expected=12.000000 predicted=10.640678, expected=16.000000 predicted=11.509707, expected=28.000000 predicted=15.421642, expected=12.000000 predicted=15.343263, expected=12.000000 predicted=14.758176, expected=16.000000 predicted=16.035570, expected=12.000000 predicted=15.989869, expected=20.000000 predicted=16.602323, expected=40.000000 predicted=19.884464, expected=28.000000 predicted=22.036471, expected=20.000000 predicted=22.122116, expected=24.000000 predicted=23.849668, expected=20.000000 predicted=25.325756, expected=20.000000 predicted=24.950579, expected=24.000000 predicted=22.693609, expected=16.000000 predicted=20.517541, expected=32.000000 predicted=22.961130, expected=8.000000 predicted=19.694742, expected=8.000000 predicted=16.999819, expected=4.000000 predicted=14.691900, expected=4.000000 predicted=11.641764, expected=16.000000 predicted=12.064651, expected=12.000000 predicted=9.061614, expected=12.000000 predicted=9.284896, expected=40.000000 predicted=15.989673, expected=16.000000 predicted=17.271964, expected=12.000000 predicted=17.093491, expected=12.000000 predicted=16.853677, expected=16.000000 predicted=18.136798, expected=12.000000 predicted=17.636053, expected=8.000000 predicted=12.254705, expected=12.000000 predicted=11.871267, expected=8.000000 predicted=11.229381, expected=20.000000 predicted=12.941636, expected=8.000000 predicted=11.324831, expected=4.000000 predicted=9.394462, expected=16.000000 predicted=11.420681, expected=12.000000 predicted=11.694658, expected=16.000000 predicted=12.652609, expected=16.000000 predicted=12.201777, expected=12.000000 predicted=12.677882, expected=20.000000 predicted=15.440962, expected=12.000000 predicted=14.683755, expected=20.000000 predicted=16.033833, expected=12.000000 predicted=15.240890, expected=4.000000 predicted=12.693170, expected=8.000000 predicted=12.127375, expected=40.000000 predicted=17.471200, expected=4.000000 predicted=14.665999, expected=8.000000 predicted=11.594186, expected=36.000000 predicted=17.662027, expected=16.000000 predicted=19.194216, expected=8.000000 predicted=17.648623, expected=16.000000 predicted=14.592171, expected=24.000000 predicted=18.549320, expected=16.000000 predicted=19.137342, expected=8.000000 predicted=14.138475, expected=24.000000 predicted=16.348926, expected=12.000000 predicted=16.652267, expected=4.000000 predicted=13.869517, expected=4.000000 predicted=10.791239, expected=20.000000 predicted=12.447530, expected=20.000000 predicted=14.376578, expected=8.000000 predicted=11.045526, expected=8.000000 predicted=10.392647, expected=8.000000 predicted=11.251551, expected=12.000000 predicted=12.563052, expected=16.000000 predicted=12.133094, expected=4.000000 predicted=9.050289, expected=28.000000 predicted=13.277753, expected=24.000000 predicted=16.099988, expected=12.000000 predicted=15.695454, expected=8.000000 predicted=14.775028, expected=24.000000 predicted=17.168578, expected=20.000000 predicted=19.445350, expected=4.000000 predicted=14.526115, expected=4.000000 predicted=11.441167, expected=12.000000 predicted=12.120909, expected=12.000000 predicted=12.542216, expected=8.000000 predicted=9.680076, expected=16.000000 predicted=9.655293, expected=20.000000 predicted=12.553805, expected=4.000000 predicted=11.537271, expected=12.000000 predicted=11.824239, expected=16.000000 predicted=13.001572, expected=16.000000 predicted=14.030627, expected=16.000000 predicted=13.972893, expected=12.000000 predicted=12.697449, expected=4.000000 predicted=12.168057, expected=16.000000 predicted=13.378852, expected=16.000000 predicted=13.538500, expected=4.000000 predicted=10.799893, expected=24.000000 predicted=13.119129, expected=4.000000 predicted=11.221103, expected=8.000000 predicted=11.495492, expected=24.000000 predicted=13.884538, expected=12.000000 Test MSE: 96.594
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795])] predicted=60.902417, expected=84.000000 predicted=64.654184, expected=60.000000 predicted=67.648567, expected=44.000000 predicted=61.383125, expected=48.000000 predicted=60.126128, expected=52.000000 predicted=55.814826, expected=60.000000 predicted=59.609949, expected=88.000000 predicted=64.748572, expected=36.000000 predicted=55.502555, expected=72.000000 predicted=55.858948, expected=76.000000 predicted=67.931259, expected=60.000000 predicted=66.054883, expected=96.000000 predicted=74.410101, expected=76.000000 predicted=73.337052, expected=44.000000 predicted=65.760272, expected=40.000000 predicted=57.045215, expected=48.000000 predicted=56.208660, expected=12.000000 predicted=47.910207, expected=64.000000 predicted=46.643066, expected=76.000000 predicted=56.648360, expected=100.000000 predicted=67.066953, expected=24.000000 predicted=53.518305, expected=48.000000 predicted=43.172433, expected=68.000000 predicted=63.676306, expected=32.000000 predicted=57.196885, expected=24.000000 predicted=43.939773, expected=56.000000 predicted=40.999664, expected=116.000000 predicted=69.532355, expected=48.000000 predicted=65.049323, expected=16.000000 predicted=38.147821, expected=60.000000 predicted=47.764202, expected=56.000000 predicted=60.558593, expected=20.000000 predicted=50.311814, expected=88.000000 predicted=50.970761, expected=80.000000 predicted=62.211395, expected=32.000000 predicted=54.096561, expected=80.000000 predicted=58.322413, expected=40.000000 predicted=55.400475, expected=24.000000 predicted=50.230812, expected=24.000000 predicted=41.522342, expected=120.000000 predicted=60.981197, expected=40.000000 predicted=63.975032, expected=88.000000 predicted=56.422618, expected=48.000000 predicted=58.434542, expected=48.000000 predicted=53.230836, expected=84.000000 predicted=74.566181, expected=40.000000 predicted=57.739623, expected=76.000000 predicted=63.717783, expected=56.000000 predicted=60.515038, expected=44.000000 predicted=54.181349, expected=44.000000 predicted=54.769842, expected=16.000000 predicted=40.076200, expected=44.000000 predicted=43.787618, expected=56.000000 predicted=47.408181, expected=32.000000 predicted=40.729250, expected=64.000000 predicted=44.436112, expected=60.000000 predicted=49.062564, expected=76.000000 predicted=58.888233, expected=76.000000 predicted=65.291299, expected=36.000000 predicted=54.061108, expected=64.000000 predicted=58.630512, expected=56.000000 predicted=61.511211, expected=40.000000 predicted=55.768369, expected=20.000000 predicted=43.610511, expected=20.000000 predicted=32.773596, expected=104.000000 predicted=57.695193, expected=40.000000 predicted=55.231795, expected=28.000000 predicted=37.192007, expected=48.000000 predicted=40.293324, expected=44.000000 predicted=46.141260, expected=36.000000 predicted=50.015516, expected=100.000000 predicted=55.850028, expected=48.000000 predicted=56.130991, expected=56.000000 predicted=52.814434, expected=56.000000 predicted=55.563094, expected=56.000000 predicted=56.697287, expected=44.000000 predicted=59.389762, expected=76.000000 predicted=57.307818, expected=36.000000 predicted=54.399567, expected=36.000000 predicted=45.792230, expected=104.000000 predicted=63.606361, expected=48.000000 predicted=62.108541, expected=52.000000 predicted=56.328775, expected=40.000000 predicted=49.021690, expected=48.000000 predicted=50.521666, expected=20.000000 predicted=49.767776, expected=52.000000 predicted=41.787554, expected=52.000000 predicted=47.581225, expected=84.000000 predicted=55.185575, expected=68.000000 predicted=60.293507, expected=60.000000 predicted=55.247615, expected=64.000000 predicted=62.005896, expected=48.000000 predicted=59.675039, expected=48.000000 predicted=59.132796, expected=60.000000 predicted=57.880861, expected=40.000000 predicted=52.607582, expected=68.000000 predicted=55.500801, expected=44.000000 predicted=52.416723, expected=52.000000 predicted=50.315260, expected=88.000000 predicted=63.191439, expected=44.000000 predicted=57.603605, expected=92.000000 predicted=66.194125, expected=60.000000 predicted=65.814330, expected=72.000000 predicted=66.237273, expected=64.000000 predicted=70.511306, expected=28.000000 predicted=53.955428, expected=40.000000 predicted=53.480332, expected=88.000000 predicted=61.897191, expected=36.000000 predicted=58.083968, expected=20.000000 predicted=40.478680, expected=40.000000 predicted=37.361962, expected=44.000000 predicted=44.280804, expected=8.000000 predicted=38.009818, expected=60.000000 predicted=35.081181, expected=24.000000 predicted=34.501063, expected=44.000000 predicted=36.093458, expected=80.000000 predicted=49.848289, expected=40.000000 predicted=45.232160, expected=60.000000 predicted=51.343843, expected=28.000000 predicted=43.183783, expected=32.000000 predicted=41.718043, expected=32.000000 predicted=43.706716, expected=24.000000 predicted=33.865033, expected=48.000000 predicted=38.882594, expected=52.000000 predicted=40.100350, expected=44.000000 predicted=40.974203, expected=48.000000 predicted=41.863073, expected=28.000000 predicted=38.223881, expected=44.000000 predicted=41.941283, expected=24.000000 predicted=38.794489, expected=48.000000 predicted=38.986652, expected=104.000000 predicted=58.827259, expected=40.000000 predicted=53.512263, expected=36.000000 predicted=44.360276, expected=32.000000 predicted=40.957700, expected=64.000000 predicted=52.988405, expected=60.000000 predicted=61.664238, expected=24.000000 predicted=41.398188, expected=56.000000 predicted=43.032355, expected=48.000000 predicted=48.054619, expected=24.000000 predicted=43.887671, expected=24.000000 predicted=35.563510, expected=32.000000 predicted=32.187255, expected=24.000000 predicted=34.190250, expected=20.000000 predicted=27.710930, expected=20.000000 predicted=22.627306, expected=20.000000 predicted=22.370754, expected=32.000000 predicted=25.784087, expected=20.000000 predicted=23.573621, expected=32.000000 predicted=24.357607, expected=88.000000 predicted=43.016910, expected=60.000000 predicted=50.334954, expected=56.000000 predicted=49.397077, expected=72.000000 predicted=55.173206, expected=12.000000 predicted=47.545251, expected=36.000000 predicted=47.099451, expected=64.000000 predicted=51.434539, expected=32.000000 predicted=47.025557, expected=16.000000 predicted=35.708622, expected=32.000000 predicted=28.088790, expected=44.000000 predicted=38.039081, expected=24.000000 predicted=36.657771, expected=52.000000 predicted=34.969489, expected=28.000000 predicted=33.345493, expected=68.000000 predicted=43.465161, expected=68.000000 predicted=53.625704, expected=64.000000 predicted=53.647172, expected=56.000000 predicted=56.521129, expected=64.000000 predicted=56.677257, expected=64.000000 predicted=64.421715, expected=40.000000 predicted=57.241355, expected=68.000000 predicted=58.385655, expected=40.000000 predicted=54.643494, expected=136.000000 predicted=76.091768, expected=60.000000 predicted=76.374410, expected=68.000000 predicted=64.887676, expected=40.000000 predicted=63.271099, expected=40.000000 predicted=55.387319, expected=24.000000 predicted=57.292555, expected=44.000000 predicted=43.644257, expected=64.000000 predicted=51.081032, expected=80.000000 predicted=55.970010, expected=44.000000 predicted=51.884686, expected=72.000000 predicted=53.547439, expected=72.000000 predicted=64.525712, expected=48.000000 predicted=62.125247, expected=108.000000 predicted=74.375086, expected=48.000000 predicted=67.382436, expected=52.000000 predicted=61.618724, expected=64.000000 predicted=63.353638, expected=84.000000 predicted=68.987048, expected=88.000000 predicted=80.434826, expected=100.000000 predicted=77.768669, expected=48.000000 predicted=70.632748, expected=100.000000 predicted=77.841724, expected=92.000000 predicted=88.952794, expected=112.000000 predicted=94.315445, expected=64.000000 predicted=86.737851, expected=44.000000 predicted=66.950840, expected=12.000000 predicted=58.665147, expected=52.000000 predicted=56.234921, expected=52.000000 predicted=59.635871, expected=64.000000 predicted=52.737703, expected=36.000000 predicted=44.665486, expected=28.000000 predicted=35.309396, expected=52.000000 predicted=45.792584, expected=80.000000 predicted=57.551526, expected=48.000000 predicted=55.782838, expected=96.000000 predicted=60.250385, expected=76.000000 predicted=67.900502, expected=72.000000 predicted=70.230146, expected=40.000000 predicted=64.569704, expected=64.000000 predicted=60.649746, expected=52.000000 predicted=66.369140, expected=56.000000 predicted=59.439943, expected=88.000000 predicted=66.487476, expected=76.000000 predicted=67.305795, expected=72.000000 predicted=69.290531, expected=52.000000 predicted=63.055967, expected=68.000000 predicted=65.285336, expected=104.000000 predicted=81.589706, expected=56.000000 predicted=73.966591, expected=88.000000 predicted=72.717105, expected=52.000000 predicted=68.300149, expected=44.000000 predicted=61.999373, expected=128.000000 predicted=84.122779, expected=64.000000 predicted=78.530666, expected=60.000000 predicted=69.712106, expected=20.000000 predicted=52.661086, expected=68.000000 predicted=57.904430, expected=92.000000 predicted=79.629372, expected=36.000000 predicted=58.722747, expected=36.000000 predicted=46.321934, expected=52.000000 predicted=47.274002, expected=80.000000 predicted=64.223832, expected=140.000000 predicted=86.438142, expected=56.000000 predicted=72.312337, expected=68.000000 predicted=65.234739, expected=60.000000 predicted=71.097560, expected=160.000000 predicted=101.257383, expected=108.000000 predicted=110.841588, expected=156.000000 predicted=106.657722, expected=136.000000 predicted=120.815050, expected=32.000000 predicted=96.758873, expected=120.000000 predicted=108.925105, expected=28.000000 predicted=92.438301, expected=52.000000 predicted=78.142812, expected=96.000000 predicted=79.415939, expected=40.000000 predicted=63.738616, expected=44.000000 predicted=58.679413, expected=36.000000 predicted=44.672040, expected=16.000000 predicted=42.314071, expected=12.000000 predicted=35.293729, expected=48.000000 predicted=33.147254, expected=56.000000 predicted=41.866136, expected=44.000000 predicted=39.450541, expected=4.000000 predicted=25.520089, expected=68.000000 predicted=36.972244, expected=44.000000 predicted=48.637412, expected=36.000000 predicted=42.266144, expected=64.000000 predicted=44.292684, expected=40.000000 predicted=43.880406, expected=48.000000 predicted=49.103679, expected=56.000000 predicted=48.638899, expected=60.000000 predicted=52.761474, expected=28.000000 predicted=47.816166, expected=32.000000 predicted=39.161927, expected=76.000000 predicted=51.983877, expected=64.000000 predicted=58.928217, expected=104.000000 predicted=67.751802, expected=52.000000 predicted=61.693816, expected=44.000000 predicted=55.627768, expected=48.000000 predicted=59.162700, expected=20.000000 predicted=50.514843, expected=76.000000 predicted=57.985559, expected=36.000000 predicted=49.326184, expected=40.000000 predicted=42.248771, expected=52.000000 predicted=44.582330, expected=52.000000 predicted=47.641767, expected=40.000000 predicted=49.372660, expected=48.000000 predicted=43.677218, expected=64.000000 predicted=51.250337, expected=44.000000 predicted=51.412387, expected=44.000000 predicted=46.932799, expected=36.000000 predicted=43.481404, expected=32.000000 predicted=42.101865, expected=44.000000 predicted=43.488844, expected=36.000000 predicted=40.001693, expected=40.000000 predicted=38.739638, expected=80.000000 predicted=49.151991, expected=80.000000 predicted=59.883438, expected=64.000000 predicted=60.356473, expected=24.000000 predicted=48.084608, expected=68.000000 predicted=54.918668, expected=80.000000 predicted=70.558569, expected=40.000000 predicted=60.764102, expected=40.000000 predicted=47.898100, expected=60.000000 predicted=50.411682, expected=48.000000 predicted=57.049193, expected=36.000000 predicted=49.119969, expected=120.000000 predicted=63.406971, expected=48.000000 predicted=64.977233, expected=44.000000 predicted=54.727509, expected=52.000000 predicted=53.068651, expected=56.000000 predicted=58.488180, expected=36.000000 predicted=58.549423, expected=68.000000 predicted=51.104615, expected=36.000000 predicted=49.109486, expected=56.000000 predicted=49.769174, expected=56.000000 predicted=52.546473, expected=64.000000 predicted=54.643302, expected=44.000000 predicted=54.089895, expected=64.000000 predicted=52.701088, expected=56.000000 predicted=57.574461, expected=56.000000 predicted=56.745748, expected=28.000000 predicted=48.925997, expected=68.000000 predicted=51.435908, expected=68.000000 predicted=60.849748, expected=52.000000 predicted=56.445348, expected=100.000000 predicted=65.528549, expected=52.000000 predicted=63.442868, expected=68.000000 predicted=65.770339, expected=68.000000 predicted=67.297900, expected=92.000000 predicted=74.611450, expected=60.000000 predicted=75.048203, expected=80.000000 predicted=68.984634, expected=120.000000 predicted=86.472285, expected=44.000000 predicted=78.067861, expected=60.000000 predicted=69.277483, expected=80.000000 predicted=71.926165, expected=112.000000 predicted=88.517193, expected=84.000000 predicted=88.976128, expected=64.000000 predicted=71.401198, expected=52.000000 predicted=68.847623, expected=28.000000 predicted=62.259898, expected=32.000000 predicted=55.941135, expected=48.000000 predicted=50.532413, expected=84.000000 predicted=57.562312, expected=40.000000 predicted=51.147015, expected=64.000000 predicted=48.490866, expected=72.000000 predicted=58.357552, expected=60.000000 predicted=62.609106, expected=76.000000 predicted=67.294374, expected=24.000000 predicted=52.562469, expected=68.000000 predicted=57.192374, expected=32.000000 predicted=54.399076, expected=56.000000 predicted=51.575867, expected=88.000000 predicted=62.440899, expected=48.000000 predicted=55.884594, expected=52.000000 predicted=54.909784, expected=32.000000 predicted=46.818556, expected=40.000000 predicted=48.988749, expected=52.000000 predicted=52.461216, expected=68.000000 predicted=52.674689, expected=40.000000 predicted=48.915216, expected=56.000000 predicted=46.817174, expected=64.000000 predicted=54.560440, expected=40.000000 predicted=53.158616, expected=24.000000 predicted=44.098778, expected=44.000000 predicted=41.499002, expected=48.000000 predicted=47.376642, expected=60.000000 predicted=50.195828, expected=44.000000 predicted=44.964929, expected=28.000000 predicted=38.325897, expected=16.000000 predicted=34.534146, expected=64.000000 predicted=43.817375, expected=48.000000 predicted=48.361316, expected=44.000000 predicted=42.154476, expected=64.000000 predicted=45.242594, expected=44.000000 predicted=47.297920, expected=64.000000 predicted=55.167797, expected=52.000000 predicted=53.535366, expected=60.000000 predicted=54.906263, expected=44.000000 predicted=53.821194, expected=80.000000 predicted=58.667706, expected=88.000000 predicted=70.485211, expected=32.000000 predicted=58.484744, expected=12.000000 predicted=42.756284, expected=52.000000 predicted=46.286736, expected=68.000000 predicted=59.986015, expected=80.000000 predicted=62.822857, expected=64.000000 predicted=54.779688, expected=36.000000 predicted=48.160366, expected=36.000000 predicted=49.848120, expected=40.000000 predicted=51.026088, expected=12.000000 predicted=41.470509, expected=28.000000 predicted=33.031286, expected=32.000000 predicted=31.032849, expected=68.000000 predicted=41.243706, expected=44.000000 predicted=42.089802, expected=60.000000 predicted=42.074857, expected=80.000000 predicted=55.714029, expected=52.000000 predicted=57.647270, expected=80.000000 predicted=64.642823, expected=36.000000 predicted=56.828435, expected=36.000000 predicted=51.588712, expected=36.000000 predicted=49.421850, expected=40.000000 predicted=45.640054, expected=36.000000 predicted=44.104233, expected=56.000000 predicted=41.832970, expected=60.000000 predicted=47.755773, expected=40.000000 predicted=45.323976, expected=68.000000 predicted=50.517285, expected=48.000000 predicted=52.305151, expected=52.000000 predicted=53.208671, expected=52.000000 predicted=52.797954, expected=72.000000 predicted=57.307923, expected=20.000000 predicted=50.217624, expected=24.000000 predicted=37.894723, expected=84.000000 predicted=52.764463, expected=40.000000 predicted=53.366678, expected=40.000000 predicted=45.416844, expected=48.000000 predicted=40.879963, expected=28.000000 predicted=41.896540, expected=40.000000 predicted=45.133233, expected=60.000000 predicted=44.975735, expected=76.000000 predicted=54.541555, expected=88.000000 predicted=63.444227, expected=40.000000 predicted=54.883814, expected=36.000000 predicted=49.619288, expected=48.000000 predicted=53.821887, expected=96.000000 predicted=69.261093, expected=36.000000 predicted=60.523167, expected=44.000000 predicted=45.856981, expected=56.000000 predicted=50.691773, expected=64.000000 predicted=59.158964, expected=72.000000 predicted=64.950279, expected=36.000000 predicted=50.272475, expected=84.000000 predicted=59.308725, expected=56.000000 Test MSE: 632.390
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496])] predicted=15.196744, expected=20.000000 predicted=13.152417, expected=8.000000 predicted=10.632436, expected=4.000000 predicted=9.248128, expected=16.000000 predicted=11.554377, expected=20.000000 predicted=13.072678, expected=4.000000 predicted=11.073819, expected=12.000000 predicted=10.983882, expected=16.000000 predicted=12.109935, expected=8.000000 predicted=11.824659, expected=8.000000 predicted=11.621040, expected=12.000000 predicted=9.982240, expected=8.000000 predicted=10.166298, expected=4.000000 predicted=9.020519, expected=4.000000 predicted=7.042178, expected=8.000000 predicted=7.428073, expected=28.000000 predicted=13.029752, expected=20.000000 predicted=12.325644, expected=4.000000 predicted=9.550189, expected=20.000000 predicted=14.829909, expected=28.000000 predicted=18.519383, expected=16.000000 predicted=18.752043, expected=12.000000 predicted=16.579005, expected=36.000000 predicted=21.056199, expected=28.000000 predicted=22.986652, expected=16.000000 predicted=21.827803, expected=8.000000 predicted=18.390386, expected=8.000000 predicted=16.482962, expected=12.000000 predicted=18.299180, expected=8.000000 predicted=13.216070, expected=28.000000 predicted=15.674708, expected=16.000000 predicted=12.924420, expected=12.000000 predicted=13.159273, expected=20.000000 predicted=16.931759, expected=8.000000 predicted=13.402529, expected=8.000000 predicted=15.241300, expected=16.000000 predicted=14.192934, expected=36.000000 predicted=18.764482, expected=12.000000 predicted=15.492194, expected=12.000000 predicted=14.756709, expected=8.000000 predicted=14.502213, expected=36.000000 predicted=21.718656, expected=20.000000 predicted=20.886934, expected=24.000000 predicted=18.671309, expected=28.000000 predicted=22.408707, expected=32.000000 predicted=24.074564, expected=24.000000 predicted=27.345379, expected=12.000000 predicted=21.700733, expected=4.000000 predicted=19.018184, expected=4.000000 predicted=16.301572, expected=44.000000 predicted=24.464499, expected=20.000000 predicted=17.305385, expected=20.000000 predicted=16.962264, expected=28.000000 predicted=21.306987, expected=8.000000 predicted=17.060929, expected=24.000000 predicted=25.815296, expected=28.000000 predicted=22.248262, expected=20.000000 predicted=20.339238, expected=8.000000 predicted=18.673981, expected=24.000000 predicted=19.278056, expected=12.000000 predicted=18.284354, expected=12.000000 predicted=17.177747, expected=8.000000 predicted=14.047793, expected=40.000000 predicted=19.729461, expected=20.000000 predicted=18.875144, expected=36.000000 predicted=22.446678, expected=4.000000 predicted=17.939713, expected=16.000000 predicted=19.032834, expected=4.000000 predicted=20.308282, expected=20.000000 predicted=16.609746, expected=28.000000 predicted=21.043122, expected=48.000000 predicted=21.800914, expected=4.000000 predicted=17.131781, expected=16.000000 predicted=18.411960, expected=24.000000 predicted=24.552613, expected=16.000000 predicted=20.772766, expected=20.000000 predicted=23.928142, expected=28.000000 predicted=18.320406, expected=4.000000 predicted=15.406304, expected=12.000000 predicted=17.682481, expected=24.000000 predicted=18.678226, expected=12.000000 predicted=15.310189, expected=16.000000 predicted=17.388809, expected=40.000000 predicted=20.004451, expected=20.000000 predicted=18.675757, expected=28.000000 predicted=24.158160, expected=28.000000 predicted=24.125917, expected=16.000000 predicted=21.909274, expected=8.000000 predicted=23.499100, expected=28.000000 predicted=22.493907, expected=36.000000 predicted=25.484603, expected=16.000000 predicted=21.015825, expected=16.000000 predicted=19.930577, expected=24.000000 predicted=20.873684, expected=20.000000 predicted=22.590409, expected=32.000000 predicted=26.390090, expected=12.000000 predicted=18.452806, expected=8.000000 predicted=17.089462, expected=32.000000 predicted=23.916546, expected=12.000000 predicted=17.314249, expected=16.000000 predicted=19.710707, expected=12.000000 predicted=15.407145, expected=28.000000 predicted=17.787454, expected=8.000000 predicted=17.890389, expected=36.000000 predicted=20.221251, expected=20.000000 predicted=19.756895, expected=20.000000 predicted=18.889027, expected=4.000000 predicted=19.525533, expected=20.000000 predicted=17.002606, expected=24.000000 predicted=22.733311, expected=28.000000 predicted=19.572973, expected=16.000000 predicted=18.748367, expected=4.000000 predicted=13.422613, expected=36.000000 predicted=23.775521, expected=24.000000 predicted=21.554361, expected=12.000000 predicted=19.022411, expected=20.000000 predicted=20.113893, expected=20.000000 predicted=17.542297, expected=28.000000 predicted=24.662685, expected=8.000000 predicted=17.854498, expected=4.000000 predicted=13.982650, expected=8.000000 predicted=15.241211, expected=4.000000 predicted=11.187393, expected=36.000000 predicted=18.488167, expected=24.000000 predicted=13.843367, expected=12.000000 predicted=12.553135, expected=4.000000 predicted=14.042792, expected=16.000000 predicted=15.170958, expected=12.000000 predicted=18.179804, expected=12.000000 predicted=13.773307, expected=20.000000 predicted=13.874167, expected=20.000000 predicted=13.371360, expected=12.000000 predicted=14.704850, expected=8.000000 predicted=13.438199, expected=16.000000 predicted=14.921272, expected=12.000000 predicted=14.536086, expected=24.000000 predicted=16.665690, expected=4.000000 predicted=11.416032, expected=4.000000 predicted=10.200414, expected=12.000000 predicted=13.281763, expected=12.000000 predicted=10.764813, expected=24.000000 predicted=15.441729, expected=28.000000 predicted=14.495811, expected=24.000000 predicted=16.311082, expected=4.000000 predicted=15.266109, expected=12.000000 predicted=16.916371, expected=8.000000 predicted=16.628586, expected=16.000000 predicted=16.207613, expected=16.000000 predicted=14.830744, expected=8.000000 predicted=9.238460, expected=28.000000 predicted=16.474457, expected=16.000000 predicted=14.294134, expected=8.000000 predicted=14.023362, expected=20.000000 predicted=17.488483, expected=12.000000 predicted=13.781673, expected=32.000000 predicted=21.513424, expected=16.000000 predicted=16.880105, expected=12.000000 predicted=14.914131, expected=16.000000 predicted=18.886547, expected=28.000000 predicted=19.423787, expected=16.000000 predicted=20.126220, expected=16.000000 predicted=17.061001, expected=20.000000 predicted=18.241608, expected=40.000000 predicted=23.838593, expected=28.000000 predicted=24.633637, expected=16.000000 predicted=20.935849, expected=16.000000 predicted=22.368643, expected=20.000000 predicted=22.852262, expected=20.000000 predicted=24.215340, expected=8.000000 predicted=17.514569, expected=40.000000 predicted=22.549456, expected=28.000000 predicted=21.516042, expected=20.000000 predicted=21.137345, expected=24.000000 predicted=24.383907, expected=8.000000 predicted=18.339350, expected=20.000000 predicted=24.810656, expected=4.000000 predicted=16.871923, expected=8.000000 predicted=13.595647, expected=16.000000 predicted=15.185620, expected=20.000000 predicted=12.489291, expected=16.000000 predicted=14.448721, expected=4.000000 predicted=9.826962, expected=20.000000 predicted=14.761575, expected=8.000000 predicted=13.249478, expected=16.000000 predicted=14.397240, expected=20.000000 predicted=15.285821, expected=12.000000 predicted=11.741148, expected=4.000000 predicted=12.994545, expected=16.000000 predicted=13.199267, expected=12.000000 predicted=13.140304, expected=28.000000 predicted=16.891013, expected=12.000000 predicted=13.373968, expected=8.000000 predicted=11.695797, expected=20.000000 predicted=17.359968, expected=12.000000 predicted=14.148783, expected=16.000000 predicted=16.842961, expected=12.000000 predicted=13.330497, expected=8.000000 predicted=11.548007, expected=48.000000 predicted=23.051204, expected=12.000000 predicted=15.641142, expected=8.000000 predicted=15.947062, expected=8.000000 predicted=16.556823, expected=4.000000 predicted=12.727757, expected=4.000000 predicted=15.835832, expected=28.000000 predicted=12.907740, expected=16.000000 predicted=10.729101, expected=8.000000 predicted=10.189146, expected=16.000000 predicted=13.109349, expected=12.000000 predicted=12.678924, expected=12.000000 predicted=15.893820, expected=8.000000 predicted=12.075163, expected=4.000000 predicted=9.156452, expected=4.000000 predicted=9.523636, expected=4.000000 predicted=7.394987, expected=24.000000 predicted=11.226882, expected=20.000000 predicted=10.851781, expected=28.000000 predicted=14.255999, expected=20.000000 predicted=15.998671, expected=12.000000 predicted=15.905767, expected=24.000000 predicted=22.457113, expected=20.000000 predicted=20.326273, expected=32.000000 predicted=23.965183, expected=12.000000 predicted=18.925290, expected=12.000000 predicted=17.439107, expected=16.000000 predicted=20.078501, expected=20.000000 predicted=18.652583, expected=36.000000 predicted=23.804606, expected=24.000000 predicted=19.171450, expected=4.000000 predicted=16.117068, expected=12.000000 predicted=18.746570, expected=4.000000 predicted=15.801378, expected=20.000000 predicted=18.750121, expected=40.000000 predicted=20.563336, expected=8.000000 predicted=11.580932, expected=8.000000 predicted=14.426795, expected=12.000000 predicted=14.966434, expected=20.000000 predicted=18.356030, expected=8.000000 predicted=16.899933, expected=12.000000 predicted=11.173938, expected=36.000000 predicted=17.958291, expected=20.000000 predicted=16.648078, expected=12.000000 predicted=17.144021, expected=20.000000 predicted=18.215284, expected=12.000000 predicted=17.199706, expected=4.000000 predicted=17.467092, expected=8.000000 predicted=13.339169, expected=24.000000 predicted=14.605313, expected=24.000000 predicted=16.079802, expected=8.000000 predicted=11.931178, expected=28.000000 predicted=16.986211, expected=8.000000 predicted=14.602764, expected=12.000000 predicted=17.283571, expected=16.000000 predicted=17.363270, expected=16.000000 predicted=13.810442, expected=16.000000 predicted=17.002671, expected=12.000000 predicted=12.652705, expected=4.000000 predicted=11.658576, expected=12.000000 predicted=13.296170, expected=12.000000 predicted=12.320646, expected=36.000000 predicted=17.597177, expected=32.000000 predicted=18.336833, expected=20.000000 predicted=17.225549, expected=8.000000 predicted=18.280499, expected=12.000000 predicted=19.044468, expected=4.000000 predicted=18.766353, expected=16.000000 predicted=17.189787, expected=20.000000 predicted=14.737386, expected=12.000000 predicted=11.003244, expected=8.000000 predicted=11.604640, expected=28.000000 predicted=15.699313, expected=44.000000 predicted=23.252451, expected=4.000000 predicted=16.070276, expected=36.000000 predicted=23.720155, expected=32.000000 predicted=24.664197, expected=32.000000 predicted=28.419282, expected=12.000000 predicted=26.994199, expected=12.000000 predicted=19.205061, expected=12.000000 predicted=23.249262, expected=4.000000 predicted=16.749038, expected=4.000000 predicted=13.492929, expected=12.000000 predicted=10.121783, expected=16.000000 predicted=10.599505, expected=16.000000 predicted=11.100252, expected=16.000000 predicted=11.228588, expected=20.000000 predicted=13.927138, expected=8.000000 predicted=13.378776, expected=20.000000 predicted=16.778009, expected=20.000000 predicted=17.044967, expected=32.000000 predicted=20.240789, expected=20.000000 predicted=19.762872, expected=12.000000 predicted=16.815366, expected=8.000000 predicted=18.076914, expected=20.000000 predicted=19.210568, expected=12.000000 predicted=17.603829, expected=28.000000 predicted=18.328460, expected=8.000000 predicted=13.408211, expected=8.000000 predicted=12.650884, expected=8.000000 predicted=14.522818, expected=24.000000 predicted=15.416283, expected=8.000000 predicted=14.024344, expected=12.000000 predicted=11.053739, expected=24.000000 predicted=15.303962, expected=28.000000 predicted=17.166692, expected=8.000000 predicted=16.254383, expected=16.000000 predicted=15.910071, expected=28.000000 predicted=20.224354, expected=8.000000 predicted=16.804250, expected=24.000000 predicted=20.650770, expected=16.000000 predicted=16.009668, expected=36.000000 predicted=22.187983, expected=16.000000 predicted=21.163039, expected=8.000000 predicted=15.676254, expected=16.000000 predicted=20.503307, expected=24.000000 predicted=19.348698, expected=12.000000 predicted=18.733807, expected=8.000000 predicted=13.636438, expected=4.000000 predicted=11.226573, expected=20.000000 predicted=15.023511, expected=16.000000 predicted=14.652646, expected=32.000000 predicted=16.701365, expected=20.000000 predicted=16.163395, expected=8.000000 predicted=14.155768, expected=8.000000 predicted=17.372469, expected=12.000000 predicted=15.712279, expected=4.000000 predicted=14.004764, expected=12.000000 predicted=11.789667, expected=16.000000 predicted=10.644203, expected=16.000000 predicted=11.104901, expected=20.000000 predicted=14.069491, expected=24.000000 predicted=15.377051, expected=8.000000 predicted=14.283874, expected=8.000000 predicted=14.824169, expected=40.000000 predicted=22.345071, expected=12.000000 predicted=16.597036, expected=20.000000 predicted=19.253886, expected=28.000000 predicted=20.468462, expected=32.000000 predicted=22.030259, expected=16.000000 predicted=24.773730, expected=12.000000 predicted=18.770492, expected=16.000000 predicted=20.701579, expected=12.000000 predicted=18.849325, expected=12.000000 predicted=17.374162, expected=16.000000 predicted=14.622148, expected=12.000000 predicted=12.799030, expected=28.000000 predicted=17.587709, expected=20.000000 predicted=16.340396, expected=28.000000 predicted=19.526048, expected=20.000000 predicted=20.446216, expected=16.000000 predicted=19.122906, expected=4.000000 predicted=18.580494, expected=36.000000 predicted=22.960019, expected=12.000000 predicted=18.490921, expected=16.000000 predicted=16.950332, expected=12.000000 predicted=16.741452, expected=32.000000 predicted=18.425543, expected=24.000000 predicted=23.165990, expected=32.000000 predicted=21.370717, expected=8.000000 predicted=19.076710, expected=4.000000 predicted=16.386486, expected=20.000000 predicted=22.241086, expected=52.000000 predicted=26.327370, expected=32.000000 predicted=24.577962, expected=4.000000 predicted=16.293184, expected=12.000000 predicted=20.417469, expected=8.000000 predicted=20.060923, expected=12.000000 predicted=21.569881, expected=12.000000 predicted=15.150813, expected=20.000000 predicted=11.506956, expected=4.000000 predicted=10.147243, expected=8.000000 predicted=10.258192, expected=24.000000 predicted=15.285872, expected=8.000000 predicted=10.875413, expected=36.000000 predicted=19.542342, expected=32.000000 predicted=18.870861, expected=4.000000 predicted=14.380392, expected=48.000000 predicted=29.656610, expected=4.000000 predicted=18.008989, expected=8.000000 predicted=21.449549, expected=24.000000 predicted=23.390404, expected=28.000000 predicted=17.648063, expected=12.000000 predicted=21.756310, expected=4.000000 predicted=11.921654, expected=20.000000 predicted=16.626739, expected=24.000000 predicted=19.288367, expected=16.000000 Test MSE: 111.076
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653])] predicted=32.181675, expected=24.000000 predicted=36.799682, expected=24.000000 predicted=24.839600, expected=56.000000 predicted=38.219603, expected=36.000000 predicted=36.447856, expected=48.000000 predicted=34.195281, expected=48.000000 predicted=37.228707, expected=56.000000 predicted=43.864114, expected=64.000000 predicted=55.539821, expected=44.000000 predicted=45.242439, expected=64.000000 predicted=54.283336, expected=40.000000 predicted=48.616060, expected=28.000000 predicted=45.112074, expected=16.000000 predicted=38.909084, expected=8.000000 predicted=29.303003, expected=24.000000 predicted=35.954467, expected=104.000000 predicted=56.492639, expected=36.000000 predicted=37.461464, expected=24.000000 predicted=24.978143, expected=24.000000 predicted=22.906144, expected=24.000000 predicted=34.532425, expected=40.000000 predicted=55.810213, expected=36.000000 predicted=33.741346, expected=24.000000 predicted=26.165766, expected=52.000000 predicted=35.038101, expected=36.000000 predicted=34.057507, expected=64.000000 predicted=47.326055, expected=20.000000 predicted=32.900220, expected=36.000000 predicted=33.752922, expected=28.000000 predicted=38.437660, expected=28.000000 predicted=35.039938, expected=76.000000 predicted=55.069239, expected=84.000000 predicted=52.040285, expected=60.000000 predicted=50.926736, expected=44.000000 predicted=42.281326, expected=32.000000 predicted=41.412262, expected=28.000000 predicted=52.541517, expected=92.000000 predicted=72.753760, expected=36.000000 predicted=50.698617, expected=44.000000 predicted=43.195461, expected=32.000000 predicted=35.577298, expected=64.000000 predicted=50.425191, expected=40.000000 predicted=58.201205, expected=44.000000 predicted=41.468539, expected=24.000000 predicted=36.113572, expected=200.000000 predicted=94.005023, expected=64.000000 predicted=75.474970, expected=92.000000 predicted=67.860161, expected=32.000000 predicted=53.144503, expected=20.000000 predicted=51.006385, expected=60.000000 predicted=99.298116, expected=168.000000 predicted=98.909094, expected=72.000000 predicted=82.773810, expected=68.000000 predicted=54.592441, expected=24.000000 predicted=42.160453, expected=16.000000 predicted=55.306471, expected=24.000000 predicted=78.024743, expected=52.000000 predicted=54.053158, expected=164.000000 predicted=89.134714, expected=112.000000 predicted=71.828906, expected=32.000000 predicted=41.082719, expected=36.000000 predicted=42.358099, expected=40.000000 predicted=62.441485, expected=44.000000 predicted=90.681606, expected=32.000000 predicted=59.730418, expected=176.000000 predicted=82.486672, expected=148.000000 predicted=92.695845, expected=60.000000 predicted=64.763393, expected=28.000000 predicted=49.210165, expected=144.000000 predicted=95.027192, expected=120.000000 predicted=136.759565, expected=56.000000 predicted=94.911121, expected=160.000000 predicted=99.423960, expected=128.000000 predicted=95.953696, expected=16.000000 predicted=91.265196, expected=16.000000 predicted=70.728418, expected=104.000000 predicted=82.389759, expected=84.000000 predicted=106.529230, expected=36.000000 predicted=71.103113, expected=68.000000 predicted=47.350546, expected=28.000000 predicted=39.303584, expected=20.000000 predicted=58.401042, expected=28.000000 predicted=49.543042, expected=76.000000 predicted=50.787685, expected=32.000000 predicted=46.023590, expected=80.000000 predicted=48.935169, expected=76.000000 predicted=50.924971, expected=40.000000 predicted=44.083972, expected=44.000000 predicted=58.020103, expected=32.000000 predicted=41.171328, expected=32.000000 predicted=53.100929, expected=180.000000 predicted=100.768294, expected=44.000000 predicted=53.023336, expected=96.000000 predicted=68.137747, expected=24.000000 predicted=47.685381, expected=56.000000 predicted=57.726352, expected=28.000000 predicted=88.665193, expected=32.000000 predicted=42.195129, expected=132.000000 predicted=88.111496, expected=60.000000 predicted=51.079061, expected=52.000000 predicted=54.826177, expected=28.000000 predicted=40.365339, expected=44.000000 predicted=49.109879, expected=20.000000 predicted=65.899100, expected=16.000000 predicted=36.627809, expected=88.000000 predicted=55.846915, expected=68.000000 predicted=48.019874, expected=44.000000 predicted=44.360809, expected=32.000000 predicted=33.918771, expected=48.000000 predicted=41.328032, expected=36.000000 predicted=57.622034, expected=112.000000 predicted=73.639952, expected=68.000000 predicted=57.665895, expected=92.000000 predicted=62.483672, expected=48.000000 predicted=57.321044, expected=44.000000 predicted=53.055091, expected=56.000000 predicted=76.601823, expected=88.000000 predicted=73.259710, expected=120.000000 predicted=91.298132, expected=52.000000 predicted=59.008945, expected=64.000000 predicted=60.314880, expected=44.000000 predicted=60.711529, expected=48.000000 predicted=69.254923, expected=28.000000 predicted=66.042264, expected=20.000000 predicted=38.892491, expected=144.000000 predicted=81.638329, expected=52.000000 predicted=54.942158, expected=60.000000 predicted=53.551485, expected=64.000000 predicted=52.653066, expected=32.000000 predicted=46.327866, expected=36.000000 predicted=75.653989, expected=16.000000 predicted=38.630337, expected=48.000000 predicted=48.292457, expected=104.000000 predicted=67.799322, expected=44.000000 predicted=43.713458, expected=104.000000 predicted=62.375822, expected=24.000000 predicted=39.580778, expected=52.000000 predicted=55.619153, expected=40.000000 predicted=65.971810, expected=180.000000 predicted=94.019426, expected=60.000000 predicted=82.778223, expected=68.000000 predicted=54.311344, expected=84.000000 predicted=73.717858, expected=28.000000 predicted=58.897154, expected=44.000000 predicted=92.366622, expected=84.000000 predicted=67.047712, expected=36.000000 predicted=56.693505, expected=244.000000 predicted=121.262934, expected=64.000000 predicted=72.397832, expected=96.000000 predicted=76.989337, expected=56.000000 predicted=81.713028, expected=52.000000 predicted=72.734741, expected=28.000000 predicted=112.584354, expected=44.000000 predicted=55.356206, expected=172.000000 predicted=102.607416, expected=84.000000 predicted=77.186290, expected=76.000000 predicted=66.446568, expected=20.000000 predicted=45.965159, expected=44.000000 predicted=60.431752, expected=48.000000 predicted=92.198825, expected=68.000000 predicted=67.087226, expected=56.000000 predicted=58.472679, expected=236.000000 predicted=100.170032, expected=76.000000 predicted=82.913502, expected=44.000000 predicted=62.253831, expected=80.000000 predicted=79.082731, expected=12.000000 predicted=67.159206, expected=148.000000 predicted=139.828897, expected=60.000000 predicted=74.260597, expected=60.000000 predicted=59.356588, expected=64.000000 predicted=66.040172, expected=28.000000 predicted=48.020729, expected=48.000000 predicted=79.454806, expected=28.000000 predicted=47.070798, expected=60.000000 predicted=53.615944, expected=88.000000 predicted=63.081867, expected=72.000000 predicted=54.442681, expected=60.000000 predicted=54.966278, expected=56.000000 predicted=51.037980, expected=52.000000 predicted=61.558914, expected=24.000000 predicted=57.904887, expected=48.000000 predicted=54.231858, expected=72.000000 predicted=59.180191, expected=64.000000 predicted=58.076394, expected=76.000000 predicted=58.000209, expected=32.000000 predicted=41.748883, expected=16.000000 predicted=41.443459, expected=32.000000 predicted=48.810356, expected=28.000000 predicted=45.929173, expected=96.000000 predicted=63.857264, expected=32.000000 predicted=38.691209, expected=32.000000 predicted=29.931457, expected=48.000000 predicted=39.593286, expected=44.000000 predicted=45.758854, expected=28.000000 predicted=52.995033, expected=32.000000 predicted=32.802413, expected=32.000000 predicted=34.621838, expected=72.000000 predicted=50.618479, expected=60.000000 predicted=49.382849, expected=84.000000 predicted=52.706566, expected=36.000000 predicted=44.154027, expected=44.000000 predicted=45.900442, expected=96.000000 predicted=72.518887, expected=52.000000 predicted=64.085611, expected=60.000000 predicted=63.813128, expected=52.000000 predicted=49.419291, expected=12.000000 predicted=44.009803, expected=28.000000 predicted=52.821471, expected=28.000000 predicted=40.259592, expected=16.000000 predicted=36.627571, expected=32.000000 predicted=32.468498, expected=80.000000 predicted=38.956422, expected=48.000000 predicted=41.132700, expected=36.000000 predicted=34.434148, expected=36.000000 predicted=32.108391, expected=52.000000 predicted=46.496880, expected=64.000000 predicted=62.037513, expected=72.000000 predicted=55.547314, expected=64.000000 predicted=51.999420, expected=76.000000 predicted=57.878505, expected=44.000000 predicted=56.319230, expected=24.000000 predicted=50.559354, expected=52.000000 predicted=56.645453, expected=20.000000 predicted=47.321256, expected=68.000000 predicted=57.109918, expected=68.000000 predicted=51.148383, expected=40.000000 predicted=41.226854, expected=32.000000 predicted=41.180880, expected=36.000000 predicted=36.828309, expected=36.000000 predicted=50.308325, expected=60.000000 predicted=53.535803, expected=80.000000 predicted=53.626676, expected=104.000000 predicted=63.343040, expected=52.000000 predicted=54.082518, expected=24.000000 predicted=43.534641, expected=48.000000 predicted=55.815152, expected=64.000000 predicted=69.762355, expected=64.000000 predicted=71.807222, expected=156.000000 predicted=82.379900, expected=84.000000 predicted=68.636975, expected=72.000000 predicted=69.016898, expected=180.000000 predicted=106.277320, expected=48.000000 predicted=90.350617, expected=44.000000 predicted=94.747621, expected=24.000000 predicted=60.324431, expected=96.000000 predicted=85.117204, expected=52.000000 predicted=95.496273, expected=32.000000 predicted=44.550000, expected=60.000000 predicted=47.510572, expected=32.000000 predicted=43.451361, expected=32.000000 predicted=55.777121, expected=84.000000 predicted=55.481247, expected=40.000000 predicted=45.705798, expected=60.000000 predicted=53.292167, expected=44.000000 predicted=42.636920, expected=28.000000 predicted=41.731329, expected=40.000000 predicted=52.841894, expected=64.000000 predicted=49.650038, expected=68.000000 predicted=58.100541, expected=84.000000 predicted=58.486150, expected=40.000000 predicted=45.346681, expected=36.000000 predicted=45.981136, expected=28.000000 predicted=49.046804, expected=44.000000 predicted=53.985028, expected=32.000000 predicted=50.603076, expected=100.000000 predicted=56.416165, expected=72.000000 predicted=55.272088, expected=16.000000 predicted=37.035487, expected=44.000000 predicted=42.608365, expected=40.000000 predicted=46.572048, expected=40.000000 predicted=61.979633, expected=72.000000 predicted=56.512582, expected=48.000000 predicted=40.129020, expected=36.000000 predicted=42.960285, expected=24.000000 predicted=36.414462, expected=28.000000 predicted=38.612390, expected=24.000000 predicted=43.165600, expected=16.000000 predicted=30.712912, expected=100.000000 predicted=50.086183, expected=64.000000 predicted=47.103137, expected=80.000000 predicted=52.179652, expected=40.000000 predicted=41.531904, expected=56.000000 predicted=49.274113, expected=32.000000 predicted=63.496168, expected=48.000000 predicted=55.125723, expected=100.000000 predicted=72.253661, expected=96.000000 predicted=68.188455, expected=28.000000 predicted=51.803700, expected=68.000000 predicted=51.567868, expected=52.000000 predicted=60.355413, expected=44.000000 predicted=70.296311, expected=84.000000 predicted=71.781025, expected=60.000000 predicted=53.316396, expected=124.000000 predicted=81.740158, expected=36.000000 predicted=58.330804, expected=40.000000 predicted=52.544238, expected=28.000000 predicted=56.340284, expected=32.000000 predicted=53.600033, expected=52.000000 predicted=67.130816, expected=100.000000 predicted=57.923853, expected=104.000000 predicted=67.055128, expected=88.000000 predicted=63.111621, expected=36.000000 predicted=50.960604, expected=56.000000 predicted=61.920754, expected=44.000000 predicted=72.977040, expected=80.000000 predicted=80.207203, expected=76.000000 predicted=72.160763, expected=116.000000 predicted=72.033568, expected=64.000000 predicted=67.676425, expected=44.000000 predicted=57.111771, expected=32.000000 predicted=60.152657, expected=44.000000 predicted=63.104643, expected=48.000000 predicted=69.828440, expected=36.000000 predicted=47.741924, expected=164.000000 predicted=78.578032, expected=112.000000 predicted=78.664265, expected=40.000000 predicted=59.131802, expected=24.000000 predicted=46.116751, expected=84.000000 predicted=70.623539, expected=40.000000 predicted=94.014050, expected=108.000000 predicted=85.483865, expected=96.000000 predicted=66.879799, expected=48.000000 predicted=54.877697, expected=36.000000 predicted=59.913042, expected=28.000000 predicted=47.800973, expected=48.000000 predicted=70.036947, expected=28.000000 predicted=55.234228, expected=32.000000 predicted=37.609679, expected=92.000000 predicted=51.948036, expected=88.000000 predicted=58.671281, expected=40.000000 predicted=50.021100, expected=24.000000 predicted=35.051232, expected=56.000000 predicted=49.498640, expected=76.000000 predicted=75.426340, expected=32.000000 predicted=57.526508, expected=92.000000 predicted=55.759497, expected=60.000000 predicted=51.825816, expected=60.000000 predicted=61.314072, expected=48.000000 predicted=59.095323, expected=48.000000 predicted=50.076381, expected=52.000000 predicted=65.221489, expected=72.000000 predicted=61.435436, expected=112.000000 predicted=75.409942, expected=60.000000 predicted=62.119137, expected=52.000000 predicted=56.073406, expected=40.000000 predicted=54.224459, expected=20.000000 predicted=54.987906, expected=48.000000 predicted=65.593725, expected=32.000000 predicted=45.339959, expected=68.000000 predicted=50.906026, expected=72.000000 predicted=51.195706, expected=32.000000 predicted=37.855736, expected=52.000000 predicted=47.077869, expected=20.000000 predicted=37.658765, expected=32.000000 predicted=48.034438, expected=56.000000 predicted=52.271970, expected=56.000000 predicted=45.004284, expected=76.000000 predicted=55.080463, expected=32.000000 predicted=36.717070, expected=44.000000 predicted=42.428088, expected=28.000000 predicted=45.131820, expected=48.000000 predicted=50.554563, expected=68.000000 predicted=59.599406, expected=72.000000 predicted=51.878369, expected=80.000000 predicted=58.514778, expected=32.000000 predicted=43.343056, expected=24.000000 predicted=43.676362, expected=64.000000 predicted=59.792026, expected=52.000000 predicted=61.407441, expected=68.000000 predicted=62.456516, expected=112.000000 predicted=63.506477, expected=44.000000 predicted=51.563364, expected=92.000000 predicted=71.075920, expected=28.000000 predicted=54.569648, expected=96.000000 predicted=77.204050, expected=80.000000 predicted=85.312713, expected=64.000000 predicted=64.068664, expected=120.000000 predicted=87.265699, expected=40.000000 predicted=58.779755, expected=28.000000 predicted=64.723773, expected=16.000000 predicted=49.849227, expected=20.000000 predicted=48.440659, expected=56.000000 predicted=65.173813, expected=112.000000 predicted=61.123240, expected=64.000000 predicted=50.778347, expected=100.000000 predicted=56.215245, expected=44.000000 predicted=49.959547, expected=64.000000 predicted=67.183619, expected=16.000000 predicted=64.520221, expected=52.000000 predicted=57.384217, expected=80.000000 predicted=73.321071, expected=88.000000 predicted=65.214688, expected=120.000000 predicted=78.760846, expected=32.000000 predicted=47.392604, expected=32.000000 predicted=51.389625, expected=24.000000 predicted=55.676369, expected=40.000000 predicted=63.391524, expected=44.000000 predicted=64.089349, expected=64.000000 predicted=43.876464, expected=44.000000 predicted=40.223348, expected=72.000000 predicted=46.886729, expected=84.000000 predicted=60.221900, expected=88.000000 predicted=68.015778, expected=40.000000 predicted=58.494804, expected=84.000000 predicted=63.460748, expected=76.000000 predicted=75.836507, expected=36.000000 predicted=66.763032, expected=52.000000 predicted=61.533843, expected=36.000000 predicted=47.801634, expected=64.000000 predicted=66.145408, expected=56.000000 predicted=59.489474, expected=48.000000 predicted=46.354689, expected=84.000000 predicted=59.828326, expected=116.000000 predicted=73.663385, expected=36.000000 predicted=62.262376, expected=76.000000 predicted=62.212863, expected=44.000000 predicted=57.885380, expected=48.000000 predicted=69.132194, expected=20.000000 predicted=59.574370, expected=116.000000 predicted=64.915078, expected=28.000000 predicted=59.072760, expected=52.000000 predicted=47.154992, expected=16.000000 predicted=36.640412, expected=32.000000 predicted=37.906263, expected=84.000000 predicted=73.958991, expected=80.000000 predicted=55.668618, expected=60.000000 predicted=54.481237, expected=60.000000 predicted=44.175256, expected=36.000000 predicted=47.839698, expected=28.000000 predicted=56.730450, expected=56.000000 predicted=59.064421, expected=32.000000 Test MSE: 1337.601
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214])] predicted=9.738260, expected=16.000000 predicted=9.530823, expected=8.000000 predicted=7.831280, expected=12.000000 predicted=7.671572, expected=8.000000 predicted=9.424769, expected=4.000000 predicted=9.428248, expected=4.000000 predicted=8.078305, expected=4.000000 predicted=7.237688, expected=12.000000 predicted=7.909457, expected=4.000000 predicted=6.026699, expected=8.000000 predicted=5.248572, expected=12.000000 predicted=7.711523, expected=16.000000 predicted=10.447573, expected=4.000000 predicted=8.299436, expected=8.000000 predicted=7.713375, expected=12.000000 predicted=10.975695, expected=4.000000 predicted=9.893902, expected=12.000000 predicted=8.391734, expected=16.000000 predicted=10.370080, expected=8.000000 predicted=10.127717, expected=8.000000 predicted=8.537718, expected=4.000000 predicted=8.824181, expected=12.000000 predicted=10.795918, expected=4.000000 predicted=8.767116, expected=4.000000 predicted=5.980265, expected=12.000000 predicted=7.513279, expected=4.000000 predicted=7.552850, expected=4.000000 predicted=5.505076, expected=4.000000 predicted=5.200144, expected=8.000000 predicted=6.951296, expected=12.000000 predicted=7.580140, expected=4.000000 predicted=5.668643, expected=8.000000 predicted=5.895854, expected=12.000000 predicted=8.748164, expected=4.000000 predicted=8.302410, expected=4.000000 predicted=6.114628, expected=4.000000 predicted=6.246152, expected=8.000000 predicted=7.495997, expected=12.000000 predicted=7.570277, expected=16.000000 predicted=8.325960, expected=4.000000 predicted=7.206497, expected=16.000000 predicted=9.517877, expected=8.000000 predicted=11.528278, expected=4.000000 predicted=9.594807, expected=8.000000 predicted=8.539608, expected=12.000000 predicted=10.189465, expected=4.000000 predicted=8.371476, expected=24.000000 predicted=9.928667, expected=12.000000 predicted=11.629651, expected=12.000000 predicted=10.939068, expected=12.000000 predicted=11.761625, expected=4.000000 predicted=12.257098, expected=4.000000 predicted=10.539362, expected=12.000000 predicted=10.106756, expected=16.000000 predicted=11.290793, expected=16.000000 predicted=10.430222, expected=16.000000 predicted=10.663340, expected=8.000000 predicted=11.512777, expected=8.000000 predicted=12.231765, expected=4.000000 predicted=11.488207, expected=4.000000 predicted=9.577983, expected=4.000000 predicted=7.312808, expected=4.000000 predicted=5.577959, expected=24.000000 predicted=9.042137, expected=12.000000 predicted=9.492063, expected=4.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=6.543893, expected=8.000000 predicted=8.175768, expected=8.000000 predicted=11.842837, expected=4.000000 predicted=9.913696, expected=4.000000 predicted=5.951959, expected=8.000000 predicted=6.467575, expected=12.000000 predicted=8.113543, expected=12.000000 predicted=8.069962, expected=4.000000 predicted=6.472205, expected=4.000000 predicted=6.593147, expected=16.000000 predicted=10.449822, expected=4.000000 predicted=9.343653, expected=4.000000 predicted=5.854579, expected=12.000000 predicted=7.516450, expected=8.000000 predicted=9.324341, expected=12.000000 predicted=8.733899, expected=8.000000 predicted=7.723880, expected=4.000000 predicted=7.774943, expected=16.000000 predicted=10.231292, expected=8.000000 predicted=10.215986, expected=4.000000 predicted=7.621105, expected=8.000000 predicted=7.434742, expected=24.000000 predicted=12.755575, expected=4.000000 predicted=10.555659, expected=4.000000 predicted=6.468193, expected=8.000000 predicted=8.851400, expected=4.000000 predicted=10.237530, expected=4.000000 predicted=7.204711, expected=4.000000 predicted=4.583474, expected=12.000000 predicted=6.754204, expected=20.000000 predicted=9.567062, expected=4.000000 predicted=7.307270, expected=4.000000 predicted=6.249592, expected=12.000000 predicted=10.149002, expected=8.000000 predicted=11.360386, expected=20.000000 predicted=11.105831, expected=4.000000 predicted=8.234971, expected=16.000000 predicted=10.287634, expected=4.000000 predicted=10.676593, expected=4.000000 predicted=9.357446, expected=16.000000 predicted=10.675111, expected=4.000000 predicted=9.159956, expected=4.000000 predicted=6.531012, expected=8.000000 predicted=6.618883, expected=8.000000 predicted=8.587507, expected=8.000000 predicted=7.557236, expected=4.000000 predicted=5.560047, expected=20.000000 predicted=9.351031, expected=8.000000 predicted=9.847415, expected=8.000000 predicted=8.265411, expected=12.000000 predicted=9.640842, expected=8.000000 predicted=11.164615, expected=8.000000 predicted=10.004116, expected=8.000000 predicted=8.598063, expected=12.000000 predicted=9.880851, expected=4.000000 predicted=8.413196, expected=4.000000 predicted=6.726265, expected=12.000000 predicted=8.476649, expected=8.000000 predicted=8.826940, expected=12.000000 predicted=8.140841, expected=12.000000 predicted=8.598372, expected=8.000000 predicted=9.435706, expected=4.000000 predicted=8.591293, expected=8.000000 predicted=8.897403, expected=8.000000 predicted=9.288018, expected=4.000000 predicted=7.119909, expected=8.000000 predicted=6.312010, expected=4.000000 predicted=6.276878, expected=4.000000 predicted=5.851921, expected=4.000000 predicted=5.147968, expected=8.000000 predicted=5.856419, expected=8.000000 predicted=6.130673, expected=12.000000 predicted=6.725798, expected=8.000000 predicted=7.143676, expected=4.000000 predicted=6.856776, expected=16.000000 predicted=9.632656, expected=20.000000 predicted=12.728166, expected=16.000000 predicted=12.413498, expected=4.000000 predicted=9.570510, expected=4.000000 predicted=10.234761, expected=4.000000 predicted=11.473993, expected=8.000000 predicted=10.146540, expected=4.000000 predicted=6.371595, expected=12.000000 predicted=6.050793, expected=8.000000 predicted=6.861908, expected=4.000000 predicted=6.247947, expected=8.000000 predicted=6.910768, expected=8.000000 predicted=8.145456, expected=8.000000 predicted=7.987679, expected=20.000000 predicted=9.679830, expected=8.000000 predicted=9.518721, expected=4.000000 predicted=7.990283, expected=8.000000 predicted=9.074231, expected=8.000000 predicted=10.697273, expected=4.000000 predicted=8.274463, expected=12.000000 predicted=7.220718, expected=4.000000 predicted=6.938234, expected=4.000000 predicted=6.149823, expected=4.000000 predicted=5.739885, expected=8.000000 predicted=6.842742, expected=4.000000 predicted=5.851226, expected=12.000000 predicted=6.046105, expected=8.000000 predicted=6.835809, expected=4.000000 predicted=6.247367, expected=4.000000 predicted=6.040618, expected=8.000000 predicted=7.416949, expected=4.000000 predicted=6.841890, expected=4.000000 predicted=4.876538, expected=8.000000 predicted=5.457326, expected=4.000000 predicted=5.654909, expected=4.000000 predicted=4.879816, expected=8.000000 predicted=5.455760, expected=16.000000 predicted=8.304561, expected=8.000000 predicted=7.815573, expected=4.000000 predicted=6.147444, expected=8.000000 predicted=7.913771, expected=12.000000 predicted=10.545392, expected=12.000000 predicted=10.158846, expected=4.000000 predicted=7.121280, expected=4.000000 predicted=6.753133, expected=20.000000 predicted=11.264170, expected=4.000000 predicted=9.816360, expected=4.000000 predicted=6.396840, expected=16.000000 predicted=9.004643, expected=20.000000 predicted=13.353685, expected=28.000000 predicted=15.221277, expected=8.000000 predicted=11.905155, expected=20.000000 predicted=15.446037, expected=16.000000 predicted=18.918997, expected=4.000000 predicted=16.012112, expected=4.000000 predicted=11.671543, expected=8.000000 predicted=11.126326, expected=12.000000 predicted=11.563418, expected=4.000000 predicted=7.279355, expected=8.000000 predicted=6.155123, expected=4.000000 predicted=6.851103, expected=4.000000 predicted=6.779652, expected=8.000000 predicted=6.591783, expected=12.000000 predicted=7.438043, expected=4.000000 predicted=6.202289, expected=4.000000 predicted=5.247653, expected=8.000000 predicted=7.082177, expected=8.000000 predicted=8.031398, expected=4.000000 predicted=6.075144, expected=4.000000 predicted=4.931154, expected=12.000000 predicted=7.377164, expected=8.000000 predicted=7.731041, expected=12.000000 predicted=7.664648, expected=12.000000 predicted=8.698695, expected=4.000000 predicted=8.509313, expected=8.000000 predicted=8.826505, expected=4.000000 predicted=8.346064, expected=8.000000 predicted=8.231054, expected=4.000000 predicted=6.360872, expected=4.000000 predicted=5.275696, expected=4.000000 predicted=5.145491, expected=8.000000 predicted=5.856242, expected=12.000000 predicted=7.020971, expected=4.000000 predicted=5.655839, expected=4.000000 predicted=5.254876, expected=4.000000 predicted=6.178912, expected=4.000000 predicted=6.453561, expected=4.000000 predicted=5.074151, expected=24.000000 predicted=8.517996, expected=12.000000 predicted=9.142000, expected=8.000000 predicted=7.846341, expected=8.000000 predicted=9.262592, expected=4.000000 predicted=10.972656, expected=4.000000 predicted=9.622158, expected=12.000000 predicted=8.498121, expected=4.000000 predicted=6.835306, expected=4.000000 predicted=5.209744, expected=8.000000 predicted=6.104584, expected=8.000000 predicted=7.459510, expected=24.000000 predicted=10.671987, expected=4.000000 predicted=8.258857, expected=8.000000 predicted=8.081306, expected=4.000000 predicted=9.187814, expected=4.000000 predicted=9.685149, expected=8.000000 predicted=8.294582, expected=8.000000 predicted=6.532273, expected=20.000000 predicted=9.187515, expected=8.000000 predicted=8.513188, expected=8.000000 predicted=8.407888, expected=4.000000 predicted=8.875195, expected=4.000000 predicted=9.315433, expected=4.000000 predicted=7.778006, expected=4.000000 predicted=5.506506, expected=4.000000 predicted=4.546283, expected=4.000000 predicted=3.991822, expected=12.000000 predicted=5.826511, expected=8.000000 predicted=6.268946, expected=8.000000 predicted=6.222719, expected=4.000000 predicted=6.163939, expected=12.000000 predicted=8.649576, expected=4.000000 predicted=8.014779, expected=8.000000 predicted=7.047987, expected=12.000000 predicted=8.239194, expected=16.000000 predicted=10.329807, expected=4.000000 predicted=8.374553, expected=8.000000 predicted=7.997751, expected=16.000000 predicted=11.665798, expected=8.000000 predicted=11.216068, expected=8.000000 predicted=8.822987, expected=4.000000 predicted=7.740904, expected=4.000000 predicted=8.317948, expected=4.000000 predicted=7.201384, expected=12.000000 predicted=7.330531, expected=12.000000 predicted=7.734940, expected=8.000000 predicted=6.895333, expected=12.000000 predicted=8.339240, expected=4.000000 predicted=8.748543, expected=4.000000 predicted=8.243435, expected=8.000000 predicted=8.167011, expected=8.000000 predicted=8.040675, expected=8.000000 predicted=7.030386, expected=4.000000 predicted=5.579985, expected=8.000000 predicted=6.772810, expected=16.000000 predicted=9.526823, expected=12.000000 predicted=9.677974, expected=4.000000 predicted=7.448588, expected=8.000000 predicted=8.299796, expected=8.000000 predicted=10.179461, expected=12.000000 predicted=10.394464, expected=12.000000 predicted=9.205042, expected=12.000000 predicted=9.358505, expected=16.000000 predicted=11.442663, expected=4.000000 predicted=10.294004, expected=12.000000 predicted=11.002451, expected=8.000000 predicted=11.059073, expected=4.000000 predicted=9.277305, expected=8.000000 predicted=8.092146, expected=4.000000 predicted=7.159014, expected=8.000000 predicted=7.295636, expected=8.000000 predicted=6.730908, expected=4.000000 predicted=5.943477, expected=4.000000 predicted=5.461203, expected=8.000000 predicted=6.455038, expected=8.000000 predicted=7.090670, expected=4.000000 predicted=5.543349, expected=8.000000 predicted=5.830325, expected=12.000000 predicted=8.048009, expected=8.000000 predicted=8.084735, expected=4.000000 predicted=6.464115, expected=8.000000 predicted=7.379801, expected=8.000000 predicted=8.627146, expected=8.000000 predicted=7.965100, expected=4.000000 predicted=6.137319, expected=8.000000 predicted=6.786651, expected=16.000000 predicted=9.522462, expected=4.000000 predicted=7.824037, expected=4.000000 predicted=6.139806, expected=4.000000 predicted=6.740926, expected=4.000000 Test MSE: 28.582
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571])] predicted=24.112022, expected=24.000000 predicted=23.010866, expected=24.000000 predicted=23.681245, expected=32.000000 predicted=24.126262, expected=28.000000 predicted=28.995930, expected=40.000000 predicted=24.930579, expected=4.000000 predicted=23.432239, expected=20.000000 predicted=24.828697, expected=36.000000 predicted=28.324509, expected=24.000000 predicted=23.131275, expected=28.000000 predicted=27.596116, expected=8.000000 predicted=18.366784, expected=4.000000 predicted=18.603104, expected=12.000000 predicted=19.937956, expected=28.000000 predicted=17.725526, expected=4.000000 predicted=13.448775, expected=24.000000 predicted=14.518458, expected=32.000000 predicted=17.766628, expected=8.000000 predicted=15.086304, expected=16.000000 predicted=20.646019, expected=16.000000 predicted=15.805718, expected=12.000000 predicted=16.798863, expected=24.000000 predicted=20.051019, expected=12.000000 predicted=13.477109, expected=12.000000 predicted=15.084647, expected=24.000000 predicted=17.744827, expected=16.000000 predicted=15.277249, expected=28.000000 predicted=20.480689, expected=12.000000 predicted=16.588261, expected=16.000000 predicted=17.289183, expected=24.000000 predicted=21.094626, expected=16.000000 predicted=17.235488, expected=12.000000 predicted=18.553106, expected=20.000000 predicted=16.991255, expected=8.000000 predicted=14.728233, expected=12.000000 predicted=15.788040, expected=20.000000 predicted=15.424978, expected=12.000000 predicted=12.814017, expected=20.000000 predicted=16.324898, expected=8.000000 predicted=12.522081, expected=24.000000 predicted=16.183067, expected=8.000000 predicted=15.005103, expected=24.000000 predicted=16.027191, expected=36.000000 predicted=21.523851, expected=32.000000 predicted=20.505125, expected=8.000000 predicted=21.611632, expected=28.000000 predicted=23.070249, expected=20.000000 predicted=23.648774, expected=16.000000 predicted=22.780790, expected=28.000000 predicted=24.265872, expected=20.000000 predicted=18.284765, expected=20.000000 predicted=22.240825, expected=16.000000 predicted=20.165250, expected=12.000000 predicted=17.617008, expected=16.000000 predicted=19.283106, expected=8.000000 predicted=14.775176, expected=20.000000 predicted=16.025494, expected=28.000000 predicted=17.322392, expected=28.000000 predicted=18.162562, expected=4.000000 predicted=16.475096, expected=8.000000 predicted=15.622829, expected=12.000000 predicted=16.583410, expected=4.000000 predicted=13.100840, expected=12.000000 predicted=13.031138, expected=36.000000 predicted=13.771796, expected=8.000000 predicted=11.223614, expected=8.000000 predicted=13.667606, expected=16.000000 predicted=14.398181, expected=20.000000 predicted=15.021865, expected=8.000000 predicted=16.817114, expected=4.000000 predicted=10.451127, expected=16.000000 predicted=12.282744, expected=12.000000 predicted=11.931900, expected=12.000000 predicted=12.429943, expected=24.000000 predicted=13.660810, expected=4.000000 predicted=9.999289, expected=16.000000 predicted=14.764690, expected=24.000000 predicted=15.947856, expected=12.000000 predicted=13.495390, expected=16.000000 predicted=17.428471, expected=32.000000 predicted=17.591656, expected=24.000000 predicted=19.414652, expected=20.000000 predicted=21.716615, expected=32.000000 predicted=23.334752, expected=16.000000 predicted=21.322071, expected=24.000000 predicted=25.460741, expected=16.000000 predicted=21.980654, expected=24.000000 predicted=21.426405, expected=60.000000 predicted=31.619077, expected=36.000000 predicted=27.168981, expected=36.000000 predicted=33.084075, expected=20.000000 predicted=31.207961, expected=12.000000 predicted=28.565858, expected=20.000000 predicted=32.659630, expected=28.000000 predicted=25.651988, expected=20.000000 predicted=22.969246, expected=28.000000 predicted=22.254270, expected=24.000000 predicted=21.346486, expected=12.000000 predicted=20.637834, expected=20.000000 predicted=22.974868, expected=24.000000 predicted=21.042386, expected=40.000000 predicted=25.663504, expected=24.000000 predicted=23.772100, expected=16.000000 predicted=21.586444, expected=8.000000 predicted=21.440313, expected=16.000000 predicted=20.720051, expected=8.000000 predicted=19.073278, expected=24.000000 predicted=17.255358, expected=24.000000 predicted=16.551178, expected=16.000000 predicted=14.779170, expected=32.000000 predicted=21.498615, expected=16.000000 predicted=18.061051, expected=12.000000 predicted=20.193770, expected=4.000000 predicted=17.426644, expected=12.000000 predicted=14.611244, expected=12.000000 predicted=15.588166, expected=12.000000 predicted=11.382821, expected=48.000000 predicted=19.396425, expected=16.000000 predicted=14.956417, expected=40.000000 predicted=24.476888, expected=20.000000 predicted=23.978332, expected=48.000000 predicted=29.534545, expected=56.000000 predicted=40.853041, expected=40.000000 predicted=34.312137, expected=32.000000 predicted=40.128679, expected=12.000000 predicted=31.816818, expected=20.000000 predicted=34.235147, expected=16.000000 predicted=29.763196, expected=20.000000 predicted=23.621891, expected=16.000000 predicted=20.185629, expected=12.000000 predicted=15.125560, expected=12.000000 predicted=16.047865, expected=16.000000 predicted=15.204945, expected=20.000000 predicted=16.414916, expected=20.000000 predicted=16.260781, expected=12.000000 predicted=14.814470, expected=12.000000 predicted=14.937150, expected=24.000000 predicted=17.799297, expected=20.000000 predicted=17.776357, expected=12.000000 predicted=16.475678, expected=8.000000 predicted=14.298087, expected=12.000000 predicted=14.015347, expected=32.000000 predicted=19.419777, expected=16.000000 predicted=16.267731, expected=28.000000 predicted=18.870106, expected=28.000000 predicted=20.873442, expected=16.000000 predicted=19.979731, expected=20.000000 predicted=24.287281, expected=16.000000 predicted=19.692960, expected=4.000000 predicted=17.490092, expected=20.000000 predicted=18.706315, expected=32.000000 predicted=18.720022, expected=32.000000 predicted=21.078456, expected=36.000000 predicted=24.629891, expected=24.000000 predicted=23.260504, expected=16.000000 predicted=25.172212, expected=32.000000 predicted=29.498957, expected=32.000000 predicted=28.531298, expected=40.000000 predicted=31.243644, expected=64.000000 predicted=37.354115, expected=20.000000 predicted=30.650414, expected=44.000000 predicted=39.666615, expected=16.000000 predicted=34.076244, expected=16.000000 predicted=31.095954, expected=8.000000 predicted=29.590926, expected=40.000000 predicted=24.243314, expected=56.000000 predicted=33.662292, expected=28.000000 predicted=26.022817, expected=40.000000 predicted=32.411602, expected=8.000000 predicted=26.001065, expected=28.000000 predicted=32.789528, expected=20.000000 predicted=31.285223, expected=24.000000 predicted=23.955431, expected=28.000000 predicted=26.843709, expected=52.000000 predicted=27.426933, expected=44.000000 predicted=33.535692, expected=12.000000 predicted=27.418987, expected=24.000000 predicted=30.340639, expected=36.000000 predicted=32.147844, expected=64.000000 predicted=41.525766, expected=72.000000 predicted=45.696532, expected=24.000000 predicted=34.571381, expected=52.000000 predicted=45.488779, expected=44.000000 predicted=47.174984, expected=24.000000 predicted=44.627297, expected=28.000000 predicted=42.949142, expected=32.000000 predicted=32.646895, expected=60.000000 predicted=42.678158, expected=24.000000 predicted=34.527058, expected=40.000000 predicted=34.847927, expected=16.000000 predicted=31.716949, expected=48.000000 predicted=36.663057, expected=16.000000 predicted=34.565843, expected=68.000000 predicted=36.741925, expected=68.000000 predicted=45.959662, expected=44.000000 predicted=40.047660, expected=8.000000 predicted=40.668042, expected=16.000000 predicted=32.975332, expected=24.000000 predicted=38.850326, expected=40.000000 predicted=36.297777, expected=4.000000 predicted=22.358152, expected=32.000000 predicted=21.097189, expected=20.000000 predicted=22.388094, expected=8.000000 predicted=18.778981, expected=28.000000 predicted=25.158624, expected=36.000000 predicted=20.964953, expected=16.000000 predicted=22.678779, expected=40.000000 predicted=26.614338, expected=8.000000 predicted=19.919179, expected=20.000000 predicted=23.843335, expected=48.000000 predicted=31.598939, expected=12.000000 predicted=20.894025, expected=16.000000 predicted=25.045783, expected=20.000000 predicted=20.277932, expected=16.000000 predicted=20.138422, expected=32.000000 predicted=27.020436, expected=44.000000 predicted=24.440842, expected=24.000000 predicted=24.034468, expected=48.000000 predicted=32.028907, expected=64.000000 predicted=39.076270, expected=28.000000 predicted=37.332499, expected=28.000000 predicted=39.520975, expected=44.000000 predicted=38.898754, expected=12.000000 predicted=34.397061, expected=56.000000 predicted=43.149182, expected=32.000000 predicted=32.775721, expected=36.000000 predicted=33.603985, expected=24.000000 predicted=35.010650, expected=16.000000 predicted=25.829613, expected=36.000000 predicted=35.717931, expected=8.000000 predicted=23.739941, expected=12.000000 predicted=22.115004, expected=28.000000 predicted=21.954654, expected=20.000000 predicted=18.887893, expected=20.000000 predicted=22.041310, expected=32.000000 predicted=20.471900, expected=8.000000 predicted=17.807574, expected=36.000000 predicted=25.620976, expected=20.000000 predicted=22.184881, expected=56.000000 predicted=30.107055, expected=24.000000 predicted=29.653162, expected=20.000000 predicted=24.797025, expected=16.000000 predicted=28.779456, expected=4.000000 predicted=20.388901, expected=28.000000 predicted=27.447632, expected=32.000000 predicted=21.859039, expected=28.000000 predicted=21.689641, expected=8.000000 predicted=18.370158, expected=12.000000 predicted=16.788436, expected=36.000000 predicted=25.343709, expected=16.000000 predicted=21.764887, expected=12.000000 predicted=18.899786, expected=24.000000 predicted=18.139459, expected=16.000000 predicted=17.913039, expected=4.000000 predicted=18.051911, expected=20.000000 predicted=16.033290, expected=40.000000 predicted=20.400716, expected=28.000000 predicted=22.378228, expected=20.000000 predicted=21.123748, expected=20.000000 predicted=20.700443, expected=16.000000 predicted=22.573068, expected=8.000000 predicted=21.918637, expected=20.000000 predicted=19.550354, expected=16.000000 predicted=16.651871, expected=20.000000 predicted=17.081824, expected=28.000000 predicted=19.000500, expected=28.000000 predicted=19.624541, expected=32.000000 predicted=24.548026, expected=24.000000 predicted=23.996367, expected=28.000000 predicted=26.250725, expected=12.000000 predicted=24.218175, expected=20.000000 predicted=23.767491, expected=24.000000 predicted=24.089605, expected=60.000000 predicted=30.542015, expected=56.000000 predicted=35.382293, expected=24.000000 predicted=30.027541, expected=12.000000 predicted=30.129049, expected=12.000000 predicted=28.584656, expected=8.000000 predicted=28.615820, expected=20.000000 predicted=24.638125, expected=24.000000 predicted=18.101002, expected=8.000000 predicted=12.992094, expected=40.000000 predicted=20.689320, expected=8.000000 predicted=15.928723, expected=4.000000 predicted=15.864950, expected=12.000000 predicted=16.724896, expected=20.000000 predicted=14.446622, expected=16.000000 predicted=18.626607, expected=8.000000 predicted=10.754914, expected=28.000000 predicted=15.285725, expected=20.000000 predicted=16.948214, expected=28.000000 predicted=20.763049, expected=16.000000 predicted=18.973712, expected=8.000000 predicted=15.796116, expected=12.000000 predicted=18.820414, expected=8.000000 predicted=14.580855, expected=12.000000 predicted=14.808453, expected=20.000000 predicted=13.780894, expected=12.000000 predicted=11.491871, expected=20.000000 predicted=14.539977, expected=28.000000 predicted=17.236455, expected=32.000000 predicted=21.021409, expected=16.000000 predicted=20.746626, expected=8.000000 predicted=17.497587, expected=12.000000 predicted=18.516166, expected=4.000000 predicted=15.786456, expected=28.000000 predicted=19.163066, expected=20.000000 predicted=15.377658, expected=24.000000 predicted=16.072983, expected=32.000000 predicted=21.048212, expected=4.000000 predicted=15.469196, expected=8.000000 predicted=18.852605, expected=16.000000 predicted=17.362786, expected=12.000000 predicted=15.721387, expected=12.000000 predicted=15.452678, expected=28.000000 predicted=14.230158, expected=20.000000 predicted=15.597944, expected=4.000000 predicted=14.091863, expected=4.000000 predicted=12.286851, expected=16.000000 predicted=13.741525, expected=36.000000 predicted=20.708351, expected=24.000000 predicted=18.312802, expected=20.000000 predicted=16.615643, expected=28.000000 predicted=20.789271, expected=4.000000 predicted=18.495945, expected=40.000000 predicted=27.949440, expected=8.000000 predicted=19.575853, expected=16.000000 predicted=18.688487, expected=16.000000 predicted=19.618096, expected=32.000000 predicted=18.766698, expected=12.000000 predicted=21.600055, expected=16.000000 predicted=15.764793, expected=12.000000 predicted=16.775150, expected=32.000000 predicted=20.559239, expected=16.000000 predicted=20.691577, expected=60.000000 predicted=27.280106, expected=208.000000 predicted=77.313495, expected=224.000000 predicted=125.595747, expected=56.000000 predicted=80.280496, expected=12.000000 predicted=68.922731, expected=68.000000 predicted=102.224496, expected=104.000000 predicted=124.194868, expected=56.000000 predicted=86.604330, expected=44.000000 predicted=55.070460, expected=48.000000 predicted=54.597967, expected=116.000000 predicted=84.146437, expected=92.000000 predicted=77.610218, expected=28.000000 predicted=50.471658, expected=56.000000 predicted=68.591153, expected=48.000000 predicted=61.741673, expected=40.000000 predicted=57.245029, expected=48.000000 predicted=54.508205, expected=28.000000 predicted=36.951377, expected=12.000000 predicted=32.766875, expected=24.000000 predicted=33.980705, expected=24.000000 predicted=28.189424, expected=8.000000 predicted=19.442894, expected=8.000000 predicted=16.441812, expected=24.000000 predicted=19.528350, expected=36.000000 predicted=23.662801, expected=12.000000 predicted=15.037187, expected=44.000000 predicted=28.709411, expected=40.000000 predicted=29.582293, expected=60.000000 predicted=39.977940, expected=40.000000 predicted=38.493890, expected=4.000000 predicted=24.216187, expected=12.000000 predicted=31.931832, expected=36.000000 predicted=35.008441, expected=16.000000 predicted=23.001962, expected=16.000000 predicted=20.062027, expected=8.000000 predicted=14.523755, expected=40.000000 predicted=26.395661, expected=16.000000 predicted=19.097863, expected=8.000000 predicted=13.988481, expected=20.000000 predicted=21.240659, expected=28.000000 predicted=20.963685, expected=16.000000 predicted=18.945377, expected=8.000000 predicted=14.251815, expected=24.000000 predicted=20.365103, expected=32.000000 predicted=23.387510, expected=36.000000 predicted=25.671000, expected=8.000000 predicted=16.366999, expected=16.000000 predicted=20.777657, expected=4.000000 predicted=17.023659, expected=40.000000 predicted=27.557780, expected=32.000000 predicted=24.155975, expected=28.000000 predicted=20.461387, expected=12.000000 predicted=20.492532, expected=8.000000 predicted=17.719441, expected=8.000000 predicted=19.599711, expected=20.000000 predicted=19.033490, expected=40.000000 predicted=24.537365, expected=28.000000 predicted=19.145794, expected=24.000000 predicted=21.151549, expected=4.000000 predicted=16.895370, expected=28.000000 predicted=26.431522, expected=20.000000 predicted=23.165457, expected=24.000000 predicted=20.767362, expected=12.000000 predicted=17.701550, expected=20.000000 predicted=18.350717, expected=28.000000 predicted=24.267635, expected=12.000000 predicted=15.883959, expected=4.000000 predicted=14.035543, expected=8.000000 predicted=14.056794, expected=28.000000 Test MSE: 363.803
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389])] predicted=27.968458, expected=48.000000 predicted=33.153496, expected=48.000000 predicted=30.623428, expected=24.000000 predicted=30.250875, expected=32.000000 predicted=35.903237, expected=16.000000 predicted=25.974447, expected=60.000000 predicted=42.580875, expected=48.000000 predicted=40.650170, expected=56.000000 predicted=39.051174, expected=36.000000 predicted=38.343095, expected=24.000000 predicted=33.946224, expected=60.000000 predicted=50.697527, expected=56.000000 predicted=48.200975, expected=44.000000 predicted=47.686803, expected=28.000000 predicted=38.130218, expected=40.000000 predicted=38.632617, expected=36.000000 predicted=45.758354, expected=24.000000 predicted=39.459501, expected=60.000000 predicted=41.826720, expected=60.000000 predicted=41.225634, expected=56.000000 predicted=46.431841, expected=24.000000 predicted=39.070388, expected=36.000000 predicted=39.057215, expected=28.000000 predicted=44.629139, expected=20.000000 predicted=39.374643, expected=40.000000 predicted=38.118486, expected=32.000000 predicted=29.154301, expected=48.000000 predicted=36.114158, expected=40.000000 predicted=33.752372, expected=52.000000 predicted=37.225450, expected=32.000000 predicted=39.123192, expected=48.000000 predicted=41.064874, expected=64.000000 predicted=49.189890, expected=56.000000 predicted=48.405887, expected=56.000000 predicted=51.797863, expected=36.000000 predicted=43.945650, expected=36.000000 predicted=47.448349, expected=40.000000 predicted=49.514434, expected=40.000000 predicted=45.697626, expected=28.000000 predicted=40.586756, expected=44.000000 predicted=37.735889, expected=32.000000 predicted=35.806129, expected=40.000000 predicted=38.197119, expected=28.000000 predicted=34.797494, expected=20.000000 predicted=29.848804, expected=44.000000 predicted=37.057208, expected=36.000000 predicted=33.471588, expected=52.000000 predicted=39.212588, expected=80.000000 predicted=44.978205, expected=32.000000 predicted=38.644258, expected=28.000000 predicted=42.660685, expected=32.000000 predicted=39.861541, expected=24.000000 predicted=41.536942, expected=44.000000 predicted=47.230360, expected=72.000000 predicted=41.609774, expected=28.000000 predicted=35.182959, expected=24.000000 predicted=34.363320, expected=28.000000 predicted=32.525047, expected=40.000000 predicted=40.808877, expected=20.000000 predicted=39.683255, expected=32.000000 predicted=28.795732, expected=88.000000 predicted=42.073874, expected=56.000000 predicted=43.044849, expected=28.000000 predicted=41.286031, expected=36.000000 predicted=37.366129, expected=44.000000 predicted=44.485600, expected=52.000000 predicted=57.588018, expected=56.000000 predicted=48.344154, expected=36.000000 predicted=38.600499, expected=40.000000 predicted=41.967568, expected=52.000000 predicted=46.692008, expected=36.000000 predicted=45.427831, expected=56.000000 predicted=48.938643, expected=40.000000 predicted=41.258122, expected=24.000000 predicted=39.113339, expected=36.000000 predicted=41.585552, expected=60.000000 predicted=43.352175, expected=40.000000 predicted=44.668096, expected=36.000000 predicted=38.858410, expected=32.000000 predicted=34.318936, expected=8.000000 predicted=32.075114, expected=32.000000 predicted=38.710422, expected=40.000000 predicted=33.708405, expected=40.000000 predicted=33.519371, expected=24.000000 predicted=28.569564, expected=28.000000 predicted=24.794994, expected=20.000000 predicted=29.307226, expected=4.000000 predicted=25.656094, expected=24.000000 predicted=26.107313, expected=28.000000 predicted=22.475781, expected=20.000000 predicted=21.936006, expected=44.000000 predicted=25.018588, expected=16.000000 predicted=18.186052, expected=64.000000 predicted=35.343598, expected=32.000000 predicted=32.028633, expected=36.000000 predicted=33.320867, expected=28.000000 predicted=35.836068, expected=72.000000 predicted=41.197494, expected=36.000000 predicted=46.698593, expected=16.000000 predicted=33.414018, expected=40.000000 predicted=37.205508, expected=28.000000 predicted=34.313764, expected=36.000000 predicted=43.779524, expected=40.000000 predicted=33.639012, expected=40.000000 predicted=31.268544, expected=28.000000 predicted=34.965439, expected=28.000000 predicted=31.590819, expected=24.000000 predicted=31.953594, expected=40.000000 predicted=35.349657, expected=44.000000 predicted=36.100892, expected=40.000000 predicted=33.685473, expected=44.000000 predicted=35.807897, expected=24.000000 predicted=32.217180, expected=28.000000 predicted=36.124629, expected=36.000000 predicted=37.121379, expected=20.000000 predicted=31.951265, expected=24.000000 predicted=31.005127, expected=40.000000 predicted=28.994145, expected=32.000000 predicted=29.943576, expected=28.000000 predicted=30.634860, expected=8.000000 predicted=21.806363, expected=60.000000 predicted=34.190517, expected=28.000000 predicted=33.035275, expected=56.000000 predicted=37.632840, expected=76.000000 predicted=43.435728, expected=64.000000 predicted=44.179626, expected=48.000000 predicted=54.921712, expected=56.000000 predicted=50.005086, expected=44.000000 predicted=55.376580, expected=40.000000 predicted=56.548968, expected=24.000000 predicted=45.881196, expected=60.000000 predicted=47.696630, expected=20.000000 predicted=40.439159, expected=20.000000 predicted=34.588734, expected=104.000000 predicted=50.631300, expected=116.000000 predicted=59.731710, expected=48.000000 predicted=59.530891, expected=28.000000 predicted=45.643946, expected=68.000000 predicted=57.385303, expected=80.000000 predicted=79.979507, expected=44.000000 predicted=69.451866, expected=36.000000 predicted=48.467360, expected=48.000000 predicted=46.977982, expected=16.000000 predicted=47.136126, expected=48.000000 predicted=51.656742, expected=36.000000 predicted=38.098154, expected=32.000000 predicted=35.578838, expected=16.000000 predicted=32.585887, expected=32.000000 predicted=28.255390, expected=56.000000 predicted=40.836735, expected=56.000000 predicted=39.701086, expected=76.000000 predicted=46.855776, expected=72.000000 predicted=48.332890, expected=108.000000 predicted=67.562520, expected=108.000000 predicted=79.831937, expected=64.000000 predicted=74.613142, expected=56.000000 predicted=76.764123, expected=72.000000 predicted=77.750779, expected=44.000000 predicted=75.345206, expected=72.000000 predicted=75.941399, expected=60.000000 predicted=61.101335, expected=68.000000 predicted=62.232569, expected=60.000000 predicted=63.494091, expected=48.000000 predicted=54.957549, expected=48.000000 predicted=59.540826, expected=32.000000 predicted=50.488286, expected=44.000000 predicted=51.832672, expected=20.000000 predicted=40.971551, expected=100.000000 predicted=56.432616, expected=24.000000 predicted=41.547015, expected=44.000000 predicted=42.884475, expected=32.000000 predicted=41.890832, expected=32.000000 predicted=37.325543, expected=40.000000 predicted=52.502950, expected=108.000000 predicted=51.879292, expected=60.000000 predicted=52.062621, expected=80.000000 predicted=58.112380, expected=88.000000 predicted=65.209105, expected=64.000000 predicted=66.759757, expected=16.000000 predicted=67.809356, expected=52.000000 predicted=58.636006, expected=52.000000 predicted=60.286626, expected=100.000000 predicted=71.990961, expected=16.000000 predicted=47.443033, expected=68.000000 predicted=47.808211, expected=20.000000 predicted=47.142166, expected=36.000000 predicted=46.629213, expected=16.000000 predicted=48.397372, expected=68.000000 predicted=37.334389, expected=40.000000 predicted=45.893249, expected=40.000000 predicted=34.203507, expected=28.000000 predicted=36.724141, expected=52.000000 predicted=37.615198, expected=36.000000 predicted=46.782012, expected=48.000000 predicted=41.365599, expected=104.000000 predicted=57.341574, expected=76.000000 predicted=55.430728, expected=32.000000 predicted=53.630328, expected=44.000000 predicted=51.879844, expected=64.000000 predicted=58.843715, expected=20.000000 predicted=58.480938, expected=24.000000 predicted=45.993613, expected=24.000000 predicted=32.554735, expected=52.000000 predicted=40.070500, expected=56.000000 predicted=46.360344, expected=20.000000 predicted=28.812616, expected=24.000000 predicted=30.810080, expected=28.000000 predicted=31.268102, expected=44.000000 predicted=39.918749, expected=56.000000 predicted=43.572039, expected=76.000000 predicted=43.238468, expected=28.000000 predicted=37.720641, expected=28.000000 predicted=38.650631, expected=20.000000 predicted=39.049469, expected=12.000000 predicted=35.080459, expected=24.000000 predicted=37.310369, expected=12.000000 predicted=20.192944, expected=60.000000 predicted=31.260172, expected=36.000000 predicted=27.696690, expected=56.000000 predicted=33.246215, expected=32.000000 predicted=34.659104, expected=44.000000 predicted=35.533085, expected=36.000000 predicted=45.547366, expected=52.000000 predicted=42.501812, expected=52.000000 predicted=48.278172, expected=32.000000 predicted=38.284638, expected=32.000000 predicted=40.402985, expected=12.000000 predicted=32.046320, expected=24.000000 predicted=34.703395, expected=32.000000 predicted=34.099373, expected=32.000000 predicted=28.446597, expected=40.000000 predicted=31.103839, expected=8.000000 predicted=20.130570, expected=40.000000 predicted=29.789559, expected=32.000000 predicted=31.108275, expected=36.000000 predicted=31.628495, expected=40.000000 predicted=35.367085, expected=28.000000 predicted=26.463757, expected=52.000000 predicted=40.342142, expected=20.000000 predicted=32.098245, expected=16.000000 predicted=29.800322, expected=28.000000 predicted=31.724459, expected=36.000000 predicted=30.001943, expected=44.000000 predicted=37.381843, expected=8.000000 predicted=22.035517, expected=44.000000 predicted=29.244306, expected=24.000000 predicted=29.310391, expected=28.000000 predicted=30.467022, expected=60.000000 predicted=40.205021, expected=44.000000 predicted=31.794375, expected=56.000000 predicted=44.956417, expected=52.000000 predicted=42.510130, expected=40.000000 predicted=42.563346, expected=48.000000 predicted=51.205169, expected=20.000000 predicted=39.770527, expected=52.000000 predicted=47.033873, expected=48.000000 predicted=45.438953, expected=44.000000 predicted=41.744967, expected=52.000000 predicted=46.088222, expected=8.000000 predicted=30.274927, expected=24.000000 predicted=37.548591, expected=12.000000 predicted=30.722477, expected=52.000000 predicted=36.115530, expected=44.000000 predicted=37.210527, expected=48.000000 predicted=30.216098, expected=56.000000 predicted=39.889444, expected=36.000000 predicted=36.059119, expected=32.000000 predicted=43.686532, expected=24.000000 predicted=37.971495, expected=84.000000 predicted=51.999526, expected=44.000000 predicted=47.713201, expected=20.000000 predicted=36.288915, expected=36.000000 predicted=38.336092, expected=48.000000 predicted=40.096382, expected=76.000000 predicted=59.678630, expected=36.000000 predicted=42.640649, expected=72.000000 predicted=47.248710, expected=56.000000 predicted=52.073747, expected=36.000000 predicted=50.097654, expected=48.000000 predicted=56.399630, expected=20.000000 predicted=39.612693, expected=40.000000 predicted=47.918708, expected=44.000000 predicted=43.387701, expected=24.000000 predicted=33.587266, expected=36.000000 predicted=37.129594, expected=60.000000 predicted=38.082868, expected=32.000000 predicted=38.370447, expected=20.000000 predicted=34.741269, expected=44.000000 predicted=35.310528, expected=28.000000 predicted=35.044771, expected=40.000000 predicted=40.779421, expected=24.000000 predicted=30.480568, expected=60.000000 predicted=36.847720, expected=8.000000 predicted=32.003873, expected=76.000000 predicted=42.127628, expected=16.000000 predicted=35.785016, expected=36.000000 predicted=33.592616, expected=48.000000 predicted=44.999808, expected=60.000000 predicted=37.996009, expected=60.000000 predicted=55.020057, expected=48.000000 predicted=41.199045, expected=28.000000 predicted=42.483289, expected=48.000000 predicted=48.080310, expected=28.000000 predicted=44.982460, expected=28.000000 predicted=40.737364, expected=68.000000 predicted=45.932143, expected=88.000000 predicted=50.923654, expected=44.000000 predicted=49.801336, expected=48.000000 predicted=47.020197, expected=52.000000 predicted=50.387141, expected=32.000000 predicted=53.400219, expected=56.000000 predicted=58.572404, expected=56.000000 predicted=48.663454, expected=72.000000 predicted=54.583326, expected=52.000000 predicted=53.411195, expected=20.000000 predicted=41.526047, expected=44.000000 predicted=49.652261, expected=24.000000 predicted=43.195660, expected=52.000000 predicted=48.689065, expected=36.000000 predicted=40.157299, expected=56.000000 predicted=38.019763, expected=56.000000 predicted=46.560572, expected=48.000000 predicted=42.522914, expected=36.000000 predicted=46.469342, expected=36.000000 predicted=41.892172, expected=60.000000 predicted=51.083763, expected=60.000000 predicted=51.931547, expected=72.000000 predicted=54.349939, expected=36.000000 predicted=46.358448, expected=32.000000 predicted=44.480844, expected=28.000000 predicted=46.720608, expected=28.000000 predicted=42.590926, expected=36.000000 predicted=42.981962, expected=84.000000 predicted=46.163612, expected=48.000000 predicted=42.511491, expected=24.000000 predicted=36.639710, expected=24.000000 predicted=36.229541, expected=16.000000 predicted=34.449985, expected=24.000000 predicted=41.559610, expected=44.000000 predicted=34.716736, expected=48.000000 predicted=31.864399, expected=364.000000 predicted=122.167874, expected=436.000000 predicted=238.794959, expected=448.000000 predicted=324.397438, expected=544.000000 predicted=444.944631, expected=144.000000 predicted=221.633826, expected=108.000000 predicted=201.078302, expected=72.000000 predicted=164.672214, expected=88.000000 predicted=206.910542, expected=128.000000 predicted=230.127025, expected=56.000000 predicted=91.454660, expected=44.000000 predicted=59.808436, expected=28.000000 predicted=37.128314, expected=96.000000 predicted=84.102904, expected=92.000000 predicted=97.948739, expected=96.000000 predicted=88.846918, expected=44.000000 predicted=51.329464, expected=40.000000 predicted=41.147423, expected=44.000000 predicted=52.639876, expected=24.000000 predicted=45.075031, expected=100.000000 predicted=81.466765, expected=44.000000 predicted=54.935176, expected=40.000000 predicted=44.080783, expected=40.000000 predicted=35.078798, expected=24.000000 predicted=32.789019, expected=28.000000 predicted=40.678669, expected=36.000000 predicted=35.354196, expected=12.000000 predicted=23.901497, expected=48.000000 predicted=37.980701, expected=28.000000 predicted=30.395697, expected=52.000000 predicted=44.062441, expected=32.000000 predicted=33.923949, expected=32.000000 predicted=30.622557, expected=36.000000 predicted=35.238074, expected=72.000000 predicted=56.586776, expected=64.000000 predicted=62.376556, expected=104.000000 predicted=80.717303, expected=36.000000 predicted=48.028998, expected=24.000000 predicted=31.947380, expected=28.000000 predicted=32.711178, expected=56.000000 predicted=56.096411, expected=80.000000 predicted=78.102009, expected=44.000000 predicted=49.860253, expected=84.000000 predicted=61.878693, expected=52.000000 predicted=52.739659, expected=56.000000 predicted=58.784695, expected=64.000000 predicted=61.619373, expected=36.000000 predicted=46.985322, expected=68.000000 predicted=63.257433, expected=64.000000 predicted=61.294182, expected=72.000000 predicted=69.267906, expected=48.000000 predicted=53.841253, expected=32.000000 predicted=38.028832, expected=56.000000 predicted=52.288497, expected=32.000000 predicted=45.152591, expected=36.000000 predicted=43.261462, expected=64.000000 predicted=52.010960, expected=40.000000 predicted=45.633915, expected=60.000000 predicted=54.303709, expected=32.000000 predicted=36.212880, expected=52.000000 predicted=47.027198, expected=32.000000 predicted=40.558061, expected=44.000000 predicted=43.173989, expected=40.000000 predicted=42.516724, expected=40.000000 predicted=40.317737, expected=44.000000 predicted=43.293597, expected=40.000000 predicted=39.782580, expected=64.000000 predicted=54.339420, expected=12.000000 predicted=29.057993, expected=80.000000 predicted=57.261599, expected=72.000000 predicted=65.013285, expected=48.000000 predicted=56.756440, expected=32.000000 predicted=36.829817, expected=36.000000 predicted=32.598449, expected=40.000000 predicted=48.182401, expected=20.000000 Test MSE: 1534.104
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129])] predicted=14.123101, expected=8.000000 predicted=13.804351, expected=28.000000 predicted=17.062586, expected=16.000000 predicted=17.356797, expected=20.000000 predicted=18.319103, expected=44.000000 predicted=22.302965, expected=16.000000 predicted=21.650161, expected=24.000000 predicted=24.600939, expected=32.000000 predicted=25.206759, expected=28.000000 predicted=27.484394, expected=8.000000 predicted=24.028945, expected=4.000000 predicted=16.765737, expected=24.000000 predicted=19.746693, expected=28.000000 predicted=21.473473, expected=8.000000 predicted=16.284375, expected=16.000000 predicted=14.404569, expected=4.000000 predicted=12.539364, expected=4.000000 predicted=12.980929, expected=4.000000 predicted=9.780547, expected=16.000000 predicted=9.093794, expected=16.000000 predicted=10.581264, expected=16.000000 predicted=10.547229, expected=16.000000 predicted=12.125679, expected=4.000000 predicted=11.000229, expected=8.000000 predicted=11.913189, expected=4.000000 predicted=9.717197, expected=4.000000 predicted=8.113010, expected=28.000000 predicted=12.037643, expected=4.000000 predicted=8.346516, expected=28.000000 predicted=13.958635, expected=16.000000 predicted=13.793668, expected=8.000000 predicted=14.117536, expected=4.000000 predicted=13.312443, expected=4.000000 predicted=9.540042, expected=4.000000 predicted=9.946995, expected=4.000000 predicted=6.300022, expected=28.000000 predicted=10.223507, expected=8.000000 predicted=8.764253, expected=8.000000 predicted=9.174445, expected=16.000000 predicted=11.055593, expected=20.000000 predicted=14.361239, expected=16.000000 predicted=16.216068, expected=20.000000 predicted=14.955086, expected=16.000000 predicted=15.733626, expected=20.000000 predicted=18.027681, expected=20.000000 predicted=18.635404, expected=8.000000 predicted=15.799305, expected=16.000000 predicted=16.290409, expected=16.000000 predicted=15.691246, expected=36.000000 predicted=20.875844, expected=12.000000 predicted=17.679255, expected=28.000000 predicted=19.890410, expected=12.000000 predicted=18.887422, expected=24.000000 predicted=21.392038, expected=4.000000 predicted=17.941761, expected=4.000000 predicted=12.765149, expected=8.000000 predicted=12.405514, expected=24.000000 predicted=13.507652, expected=32.000000 predicted=17.775938, expected=36.000000 predicted=19.889555, expected=12.000000 predicted=18.600542, expected=16.000000 predicted=20.171969, expected=12.000000 predicted=20.527672, expected=16.000000 predicted=20.215413, expected=32.000000 predicted=21.811916, expected=4.000000 predicted=14.486060, expected=20.000000 predicted=16.613788, expected=8.000000 predicted=14.187134, expected=4.000000 predicted=13.050045, expected=16.000000 predicted=13.903366, expected=16.000000 predicted=11.630830, expected=8.000000 predicted=11.836160, expected=4.000000 predicted=8.489397, expected=36.000000 predicted=15.442919, expected=16.000000 predicted=16.359899, expected=8.000000 predicted=14.253245, expected=16.000000 predicted=13.999473, expected=16.000000 predicted=15.630810, expected=12.000000 predicted=17.105394, expected=16.000000 predicted=13.986451, expected=12.000000 predicted=12.962694, expected=4.000000 predicted=11.764393, expected=12.000000 predicted=11.652580, expected=24.000000 predicted=14.075749, expected=32.000000 predicted=18.293304, expected=16.000000 predicted=16.804727, expected=8.000000 predicted=14.850610, expected=12.000000 predicted=16.163161, expected=32.000000 predicted=21.521206, expected=48.000000 predicted=27.234357, expected=12.000000 predicted=20.841274, expected=16.000000 predicted=20.259342, expected=20.000000 predicted=22.214811, expected=24.000000 predicted=25.381177, expected=12.000000 predicted=21.399647, expected=24.000000 predicted=18.226231, expected=48.000000 predicted=25.971539, expected=24.000000 predicted=25.549839, expected=4.000000 predicted=20.919720, expected=8.000000 predicted=18.065148, expected=16.000000 predicted=19.945974, expected=8.000000 predicted=17.449133, expected=20.000000 predicted=13.973033, expected=20.000000 predicted=13.099298, expected=20.000000 predicted=15.708516, expected=8.000000 predicted=14.499556, expected=12.000000 predicted=14.023700, expected=8.000000 predicted=13.817290, expected=20.000000 predicted=15.103051, expected=8.000000 predicted=12.252869, expected=16.000000 predicted=12.187077, expected=4.000000 predicted=10.410830, expected=12.000000 predicted=11.139043, expected=16.000000 predicted=12.848633, expected=12.000000 predicted=11.343266, expected=28.000000 predicted=15.802433, expected=32.000000 predicted=18.550932, expected=76.000000 predicted=34.049532, expected=40.000000 predicted=35.156981, expected=32.000000 predicted=36.074393, expected=20.000000 predicted=35.346416, expected=36.000000 predicted=38.526637, expected=40.000000 predicted=41.091303, expected=8.000000 predicted=27.444058, expected=24.000000 predicted=25.943909, expected=48.000000 predicted=30.815014, expected=56.000000 predicted=37.880004, expected=64.000000 predicted=42.952486, expected=64.000000 predicted=46.238801, expected=44.000000 predicted=49.298117, expected=52.000000 predicted=54.041442, expected=24.000000 predicted=47.570382, expected=36.000000 predicted=45.789905, expected=84.000000 predicted=54.227091, expected=56.000000 predicted=50.913654, expected=60.000000 predicted=53.241655, expected=48.000000 predicted=50.190686, expected=304.000000 predicted=119.171485, expected=40.000000 predicted=104.828636, expected=28.000000 predicted=91.714380, expected=40.000000 predicted=97.141157, expected=40.000000 predicted=81.729370, expected=48.000000 predicted=84.638649, expected=20.000000 predicted=34.804637, expected=24.000000 predicted=32.731543, expected=24.000000 predicted=31.673961, expected=32.000000 predicted=30.441925, expected=20.000000 predicted=26.497689, expected=36.000000 predicted=26.914336, expected=20.000000 predicted=25.716803, expected=12.000000 predicted=22.757124, expected=24.000000 predicted=23.744016, expected=16.000000 predicted=20.604599, expected=52.000000 predicted=27.926913, expected=28.000000 predicted=26.018866, expected=28.000000 predicted=27.202739, expected=48.000000 predicted=34.663567, expected=92.000000 predicted=48.689556, expected=8.000000 predicted=39.947812, expected=8.000000 predicted=34.078484, expected=28.000000 predicted=36.036812, expected=36.000000 predicted=34.361921, expected=8.000000 predicted=25.447558, expected=44.000000 predicted=24.688697, expected=8.000000 predicted=21.554864, expected=92.000000 predicted=39.309846, expected=88.000000 predicted=50.752662, expected=60.000000 predicted=51.999422, expected=80.000000 predicted=66.358332, expected=52.000000 predicted=64.996836, expected=56.000000 predicted=68.541387, expected=32.000000 predicted=57.913720, expected=72.000000 predicted=58.853291, expected=60.000000 predicted=58.033328, expected=48.000000 predicted=52.599541, expected=44.000000 predicted=52.003646, expected=40.000000 predicted=48.995817, expected=24.000000 predicted=44.475416, expected=56.000000 predicted=45.268159, expected=36.000000 predicted=40.586363, expected=68.000000 predicted=46.262058, expected=52.000000 predicted=47.723661, expected=28.000000 predicted=43.220206, expected=64.000000 predicted=51.894211, expected=24.000000 predicted=43.859327, expected=20.000000 predicted=39.090899, expected=104.000000 predicted=52.997553, expected=64.000000 predicted=52.111580, expected=68.000000 predicted=58.650998, expected=36.000000 predicted=53.919094, expected=12.000000 predicted=47.967011, expected=24.000000 predicted=46.723366, expected=28.000000 predicted=36.023738, expected=48.000000 predicted=35.652084, expected=96.000000 predicted=46.308433, expected=52.000000 predicted=45.808991, expected=72.000000 predicted=56.426787, expected=56.000000 predicted=59.726718, expected=52.000000 predicted=61.569288, expected=36.000000 predicted=57.408081, expected=44.000000 predicted=50.637455, expected=24.000000 predicted=44.114524, expected=44.000000 predicted=41.888461, expected=80.000000 predicted=49.868665, expected=68.000000 predicted=52.132307, expected=44.000000 predicted=50.949472, expected=36.000000 predicted=48.671332, expected=44.000000 predicted=51.348570, expected=60.000000 predicted=54.850486, expected=76.000000 predicted=56.767297, expected=48.000000 predicted=51.711837, expected=64.000000 predicted=56.115063, expected=64.000000 predicted=60.279533, expected=56.000000 predicted=60.694360, expected=88.000000 predicted=68.114207, expected=96.000000 predicted=72.954150, expected=44.000000 predicted=66.810834, expected=72.000000 predicted=70.332058, expected=76.000000 predicted=72.498985, expected=24.000000 predicted=61.857703, expected=32.000000 predicted=53.996181, expected=36.000000 predicted=45.348513, expected=56.000000 predicted=48.826011, expected=68.000000 predicted=50.595750, expected=36.000000 predicted=42.276494, expected=48.000000 predicted=46.639995, expected=64.000000 predicted=52.777623, expected=64.000000 predicted=56.739319, expected=60.000000 predicted=57.223113, expected=40.000000 predicted=51.347723, expected=56.000000 predicted=55.339900, expected=64.000000 predicted=58.298361, expected=36.000000 predicted=51.321576, expected=48.000000 predicted=50.249242, expected=80.000000 predicted=56.827841, expected=64.000000 predicted=58.723109, expected=132.000000 predicted=77.927370, expected=32.000000 predicted=64.078902, expected=12.000000 predicted=56.683723, expected=36.000000 predicted=55.832425, expected=76.000000 predicted=59.835435, expected=56.000000 predicted=56.135611, expected=92.000000 predicted=55.629565, expected=40.000000 predicted=51.449306, expected=36.000000 predicted=53.699865, expected=64.000000 predicted=60.797113, expected=52.000000 predicted=56.102886, expected=40.000000 predicted=52.477526, expected=36.000000 predicted=43.775812, expected=44.000000 predicted=45.050214, expected=32.000000 predicted=43.113007, expected=44.000000 predicted=41.468289, expected=44.000000 predicted=40.435335, expected=80.000000 predicted=50.290751, expected=100.000000 predicted=62.626032, expected=88.000000 predicted=68.233304, expected=60.000000 predicted=68.833768, expected=52.000000 predicted=68.481784, expected=96.000000 predicted=81.043286, expected=48.000000 predicted=71.040201, expected=60.000000 predicted=66.336548, expected=72.000000 predicted=65.597914, expected=92.000000 predicted=72.448988, expected=40.000000 predicted=65.161614, expected=64.000000 predicted=62.908659, expected=28.000000 predicted=55.900360, expected=72.000000 predicted=61.641837, expected=72.000000 predicted=62.831869, expected=92.000000 predicted=64.702810, expected=32.000000 predicted=57.788449, expected=16.000000 predicted=47.491479, expected=44.000000 predicted=53.478084, expected=52.000000 predicted=51.101105, expected=52.000000 predicted=48.422716, expected=68.000000 predicted=46.968746, expected=100.000000 predicted=60.827806, expected=48.000000 predicted=59.535333, expected=116.000000 predicted=77.438177, expected=100.000000 predicted=83.894603, expected=60.000000 predicted=79.371959, expected=60.000000 predicted=78.873481, expected=68.000000 predicted=73.894541, expected=44.000000 predicted=70.748765, expected=32.000000 predicted=57.041848, expected=56.000000 predicted=53.333618, expected=12.000000 predicted=40.919918, expected=56.000000 predicted=45.502441, expected=76.000000 predicted=49.956752, expected=104.000000 predicted=62.125880, expected=60.000000 predicted=62.250698, expected=44.000000 predicted=56.711922, expected=40.000000 predicted=60.066157, expected=76.000000 predicted=67.008704, expected=52.000000 predicted=61.775030, expected=32.000000 predicted=48.318015, expected=36.000000 predicted=45.480165, expected=60.000000 predicted=50.077851, expected=84.000000 predicted=60.168806, expected=76.000000 predicted=59.700797, expected=28.000000 predicted=49.833108, expected=40.000000 predicted=52.070824, expected=72.000000 predicted=61.465814, expected=80.000000 predicted=65.117470, expected=144.000000 predicted=83.155152, expected=28.000000 predicted=61.255472, expected=52.000000 predicted=66.137396, expected=52.000000 predicted=70.171543, expected=28.000000 predicted=59.329700, expected=64.000000 predicted=62.068405, expected=48.000000 predicted=45.943355, expected=64.000000 predicted=52.750185, expected=64.000000 predicted=54.849954, expected=72.000000 predicted=58.567247, expected=48.000000 predicted=58.655089, expected=48.000000 predicted=55.909798, expected=64.000000 predicted=60.543546, expected=76.000000 predicted=63.944850, expected=88.000000 predicted=68.983574, expected=60.000000 predicted=63.611002, expected=68.000000 predicted=67.143657, expected=32.000000 predicted=60.694914, expected=112.000000 predicted=77.095073, expected=160.000000 predicted=97.093308, expected=88.000000 predicted=86.534430, expected=84.000000 predicted=88.665225, expected=60.000000 predicted=85.551314, expected=52.000000 predicted=88.289518, expected=44.000000 Test MSE: 726.831
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763])] predicted=130.983947, expected=148.000000 predicted=205.120499, expected=188.000000 predicted=171.552160, expected=220.000000 predicted=193.172680, expected=196.000000 predicted=181.711168, expected=132.000000 predicted=142.439350, expected=164.000000 predicted=167.146685, expected=136.000000 predicted=146.786411, expected=264.000000 predicted=234.557044, expected=196.000000 predicted=187.597257, expected=304.000000 predicted=241.693505, expected=260.000000 predicted=229.751483, expected=208.000000 predicted=184.215352, expected=212.000000 predicted=250.591140, expected=176.000000 predicted=177.040525, expected=220.000000 predicted=244.909081, expected=252.000000 predicted=246.265062, expected=120.000000 predicted=153.622621, expected=232.000000 predicted=239.923586, expected=184.000000 predicted=170.089463, expected=172.000000 predicted=181.795893, expected=144.000000 predicted=200.303117, expected=112.000000 predicted=113.481334, expected=292.000000 predicted=257.532910, expected=316.000000 predicted=237.962049, expected=232.000000 predicted=214.314947, expected=196.000000 predicted=214.781568, expected=144.000000 predicted=141.440522, expected=132.000000 predicted=185.423231, expected=152.000000 predicted=204.806962, expected=212.000000 predicted=204.591499, expected=316.000000 predicted=255.772823, expected=196.000000 predicted=176.473504, expected=204.000000 predicted=203.119491, expected=168.000000 predicted=173.461427, expected=60.000000 predicted=112.195635, expected=156.000000 predicted=220.453323, expected=244.000000 predicted=199.396269, expected=352.000000 predicted=268.059788, expected=320.000000 predicted=267.795850, expected=180.000000 predicted=163.534721, expected=224.000000 predicted=226.355774, expected=144.000000 predicted=172.314089, expected=156.000000 predicted=220.374761, expected=296.000000 predicted=296.187914, expected=272.000000 predicted=212.543816, expected=168.000000 predicted=204.153087, expected=164.000000 predicted=186.267020, expected=224.000000 predicted=189.183654, expected=116.000000 predicted=168.536624, expected=100.000000 predicted=178.662418, expected=228.000000 predicted=202.835883, expected=304.000000 predicted=216.710892, expected=232.000000 predicted=225.712014, expected=168.000000 predicted=180.254431, expected=188.000000 predicted=169.721694, expected=108.000000 predicted=143.515733, expected=136.000000 predicted=198.223976, expected=236.000000 predicted=224.044559, expected=200.000000 predicted=168.219393, expected=172.000000 predicted=190.406107, expected=216.000000 predicted=187.862662, expected=200.000000 predicted=166.093356, expected=148.000000 predicted=183.308778, expected=152.000000 predicted=180.609703, expected=188.000000 predicted=175.157247, expected=296.000000 predicted=248.148421, expected=152.000000 predicted=166.563347, expected=200.000000 predicted=203.369625, expected=248.000000 predicted=212.173521, expected=184.000000 predicted=166.685509, expected=276.000000 predicted=292.169423, expected=324.000000 predicted=249.315668, expected=344.000000 predicted=278.452204, expected=204.000000 predicted=239.814395, expected=128.000000 predicted=178.036551, expected=268.000000 predicted=269.836829, expected=152.000000 predicted=185.087066, expected=192.000000 predicted=254.318456, expected=216.000000 predicted=217.976558, expected=252.000000 predicted=187.613269, expected=176.000000 predicted=215.507515, expected=192.000000 predicted=189.831323, expected=188.000000 predicted=189.604472, expected=108.000000 predicted=144.402994, expected=124.000000 predicted=181.372274, expected=168.000000 predicted=162.379877, expected=252.000000 predicted=208.561579, expected=140.000000 predicted=157.152237, expected=100.000000 predicted=127.765147, expected=160.000000 predicted=154.706283, expected=140.000000 predicted=128.426496, expected=132.000000 predicted=175.045033, expected=180.000000 predicted=169.228831, expected=216.000000 predicted=161.620575, expected=200.000000 predicted=181.647114, expected=156.000000 predicted=161.849593, expected=160.000000 predicted=158.948953, expected=88.000000 predicted=122.516239, expected=152.000000 predicted=174.491471, expected=300.000000 predicted=242.589036, expected=384.000000 predicted=268.286243, expected=260.000000 predicted=232.153319, expected=284.000000 predicted=247.232061, expected=196.000000 predicted=189.191676, expected=108.000000 predicted=180.700679, expected=152.000000 predicted=245.818237, expected=220.000000 predicted=210.872140, expected=128.000000 predicted=172.637062, expected=200.000000 predicted=212.815527, expected=200.000000 predicted=162.093217, expected=188.000000 predicted=165.944211, expected=188.000000 predicted=209.844375, expected=280.000000 predicted=217.417644, expected=308.000000 predicted=253.279155, expected=224.000000 predicted=219.726937, expected=176.000000 predicted=206.139651, expected=152.000000 predicted=173.191666, expected=112.000000 predicted=166.758349, expected=140.000000 predicted=197.820309, expected=180.000000 predicted=185.433322, expected=144.000000 predicted=148.423803, expected=232.000000 predicted=206.070762, expected=152.000000 predicted=134.694848, expected=184.000000 predicted=173.695285, expected=208.000000 predicted=200.126080, expected=252.000000 predicted=197.269489, expected=180.000000 predicted=202.698650, expected=348.000000 predicted=278.262564, expected=404.000000 predicted=302.212996, expected=288.000000 predicted=255.581151, expected=488.000000 predicted=426.680079, expected=476.000000 predicted=347.121813, expected=328.000000 predicted=339.949723, expected=484.000000 predicted=487.550899, expected=604.000000 predicted=454.226465, expected=672.000000 predicted=575.390109, expected=452.000000 predicted=491.334476, expected=264.000000 predicted=344.620867, expected=424.000000 predicted=462.431289, expected=384.000000 predicted=411.959799, expected=316.000000 predicted=434.754028, expected=448.000000 predicted=467.544165, expected=444.000000 predicted=356.016949, expected=252.000000 predicted=323.310793, expected=176.000000 predicted=296.528135, expected=224.000000 predicted=256.416913, expected=216.000000 predicted=266.047624, expected=208.000000 predicted=285.054728, expected=320.000000 predicted=295.330832, expected=344.000000 predicted=266.854061, expected=252.000000 predicted=247.750326, expected=172.000000 predicted=219.095067, expected=140.000000 predicted=175.663984, expected=8.000000 predicted=115.282264, expected=44.000000 predicted=153.202022, expected=320.000000 predicted=266.809340, expected=240.000000 predicted=169.597799, expected=364.000000 predicted=303.472730, expected=236.000000 predicted=176.158831, expected=232.000000 predicted=174.635857, expected=280.000000 predicted=301.500829, expected=156.000000 predicted=171.740337, expected=204.000000 predicted=274.338426, expected=312.000000 predicted=272.699177, expected=444.000000 predicted=335.011219, expected=260.000000 predicted=271.553056, expected=268.000000 predicted=268.820552, expected=228.000000 predicted=229.282487, expected=212.000000 predicted=231.667280, expected=212.000000 predicted=295.717192, expected=348.000000 predicted=303.100863, expected=316.000000 predicted=282.030962, expected=212.000000 predicted=232.914300, expected=208.000000 predicted=237.397817, expected=208.000000 predicted=201.692475, expected=132.000000 predicted=200.545957, expected=176.000000 predicted=232.107314, expected=368.000000 predicted=292.772373, expected=236.000000 predicted=202.041944, expected=284.000000 predicted=283.345936, expected=392.000000 predicted=304.136112, expected=380.000000 predicted=280.089143, expected=336.000000 predicted=362.232860, expected=224.000000 predicted=252.458838, expected=432.000000 predicted=377.751503, expected=468.000000 predicted=402.932971, expected=324.000000 predicted=342.739189, expected=232.000000 predicted=319.536098, expected=288.000000 predicted=273.264687, expected=132.000000 predicted=218.833435, expected=124.000000 predicted=256.576980, expected=248.000000 predicted=268.963700, expected=272.000000 predicted=220.968120, expected=180.000000 predicted=224.484790, expected=116.000000 predicted=152.890666, expected=200.000000 predicted=175.509942, expected=132.000000 predicted=151.536258, expected=176.000000 predicted=211.160523, expected=280.000000 predicted=240.496264, expected=352.000000 predicted=244.602314, expected=248.000000 predicted=237.394002, expected=200.000000 predicted=207.376280, expected=244.000000 predicted=228.058846, expected=216.000000 predicted=219.235386, expected=240.000000 predicted=277.553361, expected=284.000000 predicted=270.025112, expected=344.000000 predicted=281.639592, expected=368.000000 predicted=320.289992, expected=276.000000 predicted=264.615050, expected=372.000000 predicted=340.376330, expected=544.000000 predicted=430.482803, expected=172.000000 predicted=224.509641, expected=352.000000 predicted=414.415242, expected=556.000000 predicted=424.510727, expected=1200.000000 predicted=809.337894, expected=304.000000 predicted=410.759183, expected=292.000000 predicted=410.454282, expected=216.000000 predicted=380.710245, expected=216.000000 predicted=219.009207, expected=268.000000 predicted=605.999087, expected=332.000000 predicted=299.264670, expected=508.000000 predicted=408.762655, expected=228.000000 predicted=230.921560, expected=296.000000 predicted=309.140414, expected=224.000000 predicted=261.646785, expected=1040.000000 predicted=682.166460, expected=396.000000 predicted=411.021278, expected=420.000000 predicted=402.219123, expected=340.000000 predicted=475.217548, expected=240.000000 predicted=183.014774, expected=256.000000 predicted=537.837328, expected=304.000000 predicted=320.093588, expected=232.000000 predicted=283.468232, expected=244.000000 predicted=283.116736, expected=176.000000 predicted=213.375349, expected=204.000000 predicted=218.971017, expected=320.000000 predicted=296.514841, expected=248.000000 predicted=226.567728, expected=400.000000 predicted=335.147259, expected=476.000000 predicted=360.521985, expected=332.000000 predicted=287.291460, expected=352.000000 predicted=374.033444, expected=328.000000 predicted=318.648460, expected=140.000000 predicted=239.722241, expected=200.000000 predicted=310.883247, expected=316.000000 predicted=299.495798, expected=412.000000 predicted=337.828618, expected=232.000000 predicted=274.689619, expected=220.000000 predicted=233.034841, expected=180.000000 predicted=213.038620, expected=192.000000 predicted=218.129723, expected=204.000000 predicted=266.112135, expected=276.000000 predicted=244.188323, expected=320.000000 predicted=270.432420, expected=244.000000 predicted=225.805045, expected=220.000000 predicted=232.074416, expected=236.000000 predicted=235.395899, expected=140.000000 predicted=188.349650, expected=168.000000 predicted=223.709213, expected=280.000000 predicted=252.963773, expected=312.000000 predicted=248.686484, expected=196.000000 predicted=218.201456, expected=180.000000 predicted=198.066802, expected=176.000000 predicted=185.362517, expected=104.000000 predicted=160.015033, expected=180.000000 predicted=220.218632, expected=256.000000 predicted=215.953026, expected=352.000000 predicted=259.709440, expected=344.000000 predicted=280.546271, expected=236.000000 predicted=214.196443, expected=212.000000 predicted=232.463027, expected=148.000000 predicted=199.632446, expected=216.000000 predicted=249.548649, expected=184.000000 predicted=229.190132, expected=140.000000 predicted=172.030623, expected=224.000000 predicted=222.709318, expected=236.000000 predicted=191.488806, expected=176.000000 predicted=187.003568, expected=236.000000 predicted=227.729733, expected=180.000000 predicted=169.780844, expected=232.000000 predicted=221.515873, expected=268.000000 predicted=252.570607, expected=276.000000 predicted=229.161122, expected=272.000000 predicted=263.238442, expected=184.000000 predicted=199.487140, expected=156.000000 predicted=198.970602, expected=248.000000 predicted=248.644299, expected=284.000000 predicted=253.848349, expected=348.000000 predicted=301.402862, expected=200.000000 predicted=213.817797, expected=180.000000 predicted=199.261448, expected=212.000000 predicted=235.213818, expected=156.000000 predicted=186.104083, expected=184.000000 predicted=236.893020, expected=316.000000 predicted=260.644001, expected=316.000000 predicted=244.726544, expected=240.000000 predicted=238.547511, expected=304.000000 predicted=272.450076, expected=280.000000 predicted=246.286914, expected=172.000000 predicted=226.914410, expected=216.000000 predicted=265.817378, expected=364.000000 predicted=298.242280, expected=364.000000 predicted=308.500429, expected=176.000000 predicted=233.840149, expected=172.000000 predicted=217.437972, expected=216.000000 predicted=219.159084, expected=164.000000 predicted=209.453389, expected=260.000000 predicted=285.005157, expected=260.000000 predicted=224.304141, expected=252.000000 predicted=217.678936, expected=160.000000 predicted=201.805131, expected=196.000000 predicted=195.429298, expected=220.000000 predicted=226.879990, expected=160.000000 predicted=185.632106, expected=216.000000 predicted=231.128435, expected=292.000000 predicted=234.742108, expected=364.000000 predicted=279.041202, expected=376.000000 predicted=315.068055, expected=128.000000 predicted=175.817269, expected=264.000000 predicted=275.373349, expected=152.000000 predicted=204.574365, expected=116.000000 predicted=187.260520, expected=140.000000 predicted=235.756447, expected=268.000000 predicted=191.023621, expected=160.000000 predicted=183.604780, expected=192.000000 predicted=187.810557, expected=200.000000 predicted=184.414600, expected=184.000000 predicted=158.330177, expected=316.000000 predicted=286.398957, expected=396.000000 predicted=289.601177, expected=468.000000 predicted=350.007597, expected=280.000000 predicted=279.728582, expected=240.000000 predicted=261.952645, expected=284.000000 predicted=310.065636, expected=140.000000 predicted=218.221032, expected=196.000000 predicted=291.085639, expected=316.000000 predicted=289.107980, expected=324.000000 predicted=260.477308, expected=176.000000 predicted=230.564296, expected=128.000000 predicted=173.128468, expected=204.000000 predicted=205.403403, expected=128.000000 predicted=173.753484, expected=160.000000 predicted=211.251281, expected=308.000000 predicted=250.610737, expected=2516.000000 predicted=1493.509490, expected=760.000000 predicted=533.113938, expected=256.000000 predicted=502.249514, expected=656.000000 predicted=871.201313, expected=816.000000 predicted=381.328649, expected=672.000000 predicted=1177.361845, expected=712.000000 predicted=746.612023, expected=296.000000 predicted=417.625217, expected=1188.000000 predicted=906.010276, expected=376.000000 predicted=547.442812, expected=624.000000 predicted=642.975461, expected=360.000000 predicted=624.560098, expected=456.000000 predicted=415.423614, expected=552.000000 predicted=681.450639, expected=476.000000 predicted=434.204205, expected=400.000000 predicted=481.957051, expected=472.000000 predicted=461.039217, expected=228.000000 predicted=357.486373, expected=224.000000 predicted=362.278148, expected=356.000000 predicted=381.952341, expected=196.000000 predicted=256.853179, expected=292.000000 predicted=322.934804, expected=216.000000 predicted=244.440526, expected=232.000000 predicted=231.704332, expected=272.000000 predicted=283.881198, expected=288.000000 predicted=246.828625, expected=260.000000 predicted=263.978905, expected=256.000000 predicted=254.537623, expected=260.000000 predicted=258.929662, expected=136.000000 predicted=209.549074, expected=440.000000 predicted=336.071517, expected=168.000000 predicted=212.160334, expected=268.000000 predicted=259.650401, expected=308.000000 predicted=299.914429, expected=340.000000 predicted=254.347852, expected=172.000000 predicted=272.567310, expected=148.000000 predicted=209.165339, expected=216.000000 predicted=241.705976, expected=188.000000 predicted=207.262519, expected=280.000000 predicted=255.036720, expected=332.000000 predicted=253.432275, expected=340.000000 predicted=261.657396, expected=256.000000 predicted=264.964825, expected=388.000000 predicted=322.212924, expected=252.000000 predicted=280.994746, expected=256.000000 predicted=290.260996, expected=268.000000 predicted=302.692746, expected=316.000000 predicted=281.634656, expected=416.000000 predicted=355.493231, expected=168.000000 predicted=235.373868, expected=208.000000 predicted=264.638758, expected=152.000000 predicted=230.948523, expected=192.000000 predicted=215.974534, expected=200.000000 predicted=240.170746, expected=320.000000 predicted=233.362323, expected=288.000000 predicted=241.807615, expected=188.000000 predicted=204.157586, expected=188.000000 predicted=226.213095, expected=208.000000 predicted=218.072526, expected=132.000000 predicted=194.091457, expected=200.000000 predicted=214.399297, expected=292.000000 predicted=228.079553, expected=200.000000 predicted=188.700454, expected=240.000000 predicted=230.017105, expected=144.000000 predicted=180.196533, expected=248.000000 predicted=223.408990, expected=144.000000 predicted=198.078422, expected=144.000000 predicted=170.144853, expected=360.000000 predicted=273.633089, expected=324.000000 predicted=229.293265, expected=232.000000 predicted=239.555436, expected=168.000000 predicted=221.044017, expected=276.000000 predicted=246.596976, expected=116.000000 Test MSE: 27920.932
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), 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array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554])] predicted=40.229721, expected=40.000000 predicted=39.536516, expected=36.000000 predicted=40.251242, expected=48.000000 predicted=40.260321, expected=20.000000 predicted=26.304659, expected=16.000000 predicted=27.683529, expected=28.000000 predicted=30.061449, expected=16.000000 predicted=21.975508, expected=44.000000 predicted=38.575008, expected=44.000000 predicted=31.629912, expected=40.000000 predicted=34.213238, expected=24.000000 predicted=29.887419, expected=36.000000 predicted=33.005307, expected=24.000000 predicted=30.248241, expected=32.000000 predicted=35.014237, expected=40.000000 predicted=35.931072, expected=20.000000 predicted=24.614477, expected=36.000000 predicted=35.646734, expected=28.000000 predicted=26.675701, expected=12.000000 predicted=22.902781, expected=32.000000 predicted=32.030631, expected=28.000000 predicted=23.693702, expected=32.000000 predicted=31.609417, expected=32.000000 predicted=29.555340, expected=64.000000 predicted=42.853148, expected=40.000000 predicted=36.742944, expected=36.000000 predicted=39.546761, expected=24.000000 predicted=31.576317, expected=48.000000 predicted=41.795717, expected=40.000000 predicted=42.211483, expected=76.000000 predicted=57.563002, expected=64.000000 predicted=51.765683, expected=24.000000 predicted=36.873475, expected=36.000000 predicted=45.883271, expected=36.000000 predicted=37.767516, expected=24.000000 predicted=39.597117, expected=28.000000 predicted=37.502464, expected=40.000000 predicted=32.821181, expected=44.000000 predicted=37.863688, expected=16.000000 predicted=26.698035, expected=24.000000 predicted=28.561572, expected=52.000000 predicted=38.335785, expected=36.000000 predicted=34.298224, expected=40.000000 predicted=41.375611, expected=20.000000 predicted=24.704793, expected=36.000000 predicted=34.372583, expected=20.000000 predicted=29.165963, expected=12.000000 predicted=23.417060, expected=20.000000 predicted=24.912582, expected=20.000000 predicted=19.076555, expected=44.000000 predicted=34.337124, expected=12.000000 predicted=16.703048, expected=40.000000 predicted=31.903811, expected=28.000000 predicted=24.422284, expected=24.000000 predicted=26.395984, expected=24.000000 predicted=29.472607, expected=20.000000 predicted=20.476115, expected=32.000000 predicted=31.133993, expected=52.000000 predicted=37.569237, expected=72.000000 predicted=49.060192, expected=40.000000 predicted=38.825703, expected=52.000000 predicted=47.843889, expected=16.000000 predicted=29.880126, expected=4.000000 predicted=28.124029, expected=36.000000 predicted=39.961873, expected=96.000000 predicted=59.301785, expected=48.000000 predicted=44.552559, expected=48.000000 predicted=47.101099, expected=24.000000 predicted=29.135894, expected=20.000000 predicted=33.250773, expected=72.000000 predicted=65.265908, expected=20.000000 predicted=29.675212, expected=48.000000 predicted=48.376745, expected=16.000000 predicted=23.348570, expected=60.000000 predicted=45.201046, expected=28.000000 predicted=38.552407, expected=20.000000 predicted=28.161519, expected=28.000000 predicted=33.493466, expected=32.000000 predicted=27.649441, expected=32.000000 predicted=36.305972, expected=52.000000 predicted=39.302493, expected=68.000000 predicted=46.647046, expected=52.000000 predicted=45.422692, expected=80.000000 predicted=62.253877, expected=72.000000 predicted=59.625388, expected=44.000000 predicted=55.007478, expected=12.000000 predicted=41.926038, expected=40.000000 predicted=45.938988, expected=24.000000 predicted=38.519503, expected=32.000000 predicted=40.734388, expected=52.000000 predicted=42.223051, expected=28.000000 predicted=26.813783, expected=72.000000 predicted=54.713588, expected=36.000000 predicted=35.253923, expected=28.000000 predicted=37.787665, expected=32.000000 predicted=38.988890, expected=12.000000 predicted=23.812385, expected=24.000000 predicted=35.544529, expected=40.000000 predicted=32.543712, expected=68.000000 predicted=45.740146, expected=28.000000 predicted=32.173944, expected=32.000000 predicted=33.412969, expected=32.000000 predicted=32.286102, expected=28.000000 predicted=33.590489, expected=12.000000 predicted=30.175585, expected=36.000000 predicted=31.125937, expected=48.000000 predicted=36.112852, expected=20.000000 predicted=26.751520, expected=4.000000 predicted=19.578282, expected=72.000000 predicted=43.465340, expected=28.000000 predicted=28.662771, expected=32.000000 predicted=39.666855, expected=24.000000 predicted=26.698066, expected=64.000000 predicted=40.921966, expected=48.000000 predicted=48.367994, expected=12.000000 predicted=27.871932, expected=28.000000 predicted=33.918836, expected=44.000000 predicted=34.816183, expected=76.000000 predicted=57.581511, expected=32.000000 predicted=38.442557, expected=8.000000 predicted=25.311982, expected=24.000000 predicted=30.878036, expected=32.000000 predicted=32.439658, expected=20.000000 predicted=32.103101, expected=8.000000 predicted=18.690178, expected=40.000000 predicted=27.273885, expected=24.000000 predicted=22.173815, expected=16.000000 predicted=23.050649, expected=40.000000 predicted=30.622268, expected=40.000000 predicted=28.205699, expected=16.000000 predicted=26.402308, expected=28.000000 predicted=29.199032, expected=24.000000 predicted=23.426464, expected=40.000000 predicted=35.089709, expected=28.000000 predicted=29.761208, expected=24.000000 predicted=25.511485, expected=48.000000 predicted=37.664293, expected=48.000000 predicted=37.070218, expected=32.000000 predicted=36.203852, expected=12.000000 predicted=26.069106, expected=40.000000 predicted=35.372049, expected=44.000000 predicted=38.309892, expected=56.000000 predicted=45.989018, expected=52.000000 predicted=43.907348, expected=12.000000 predicted=25.598973, expected=16.000000 predicted=31.767989, expected=28.000000 predicted=31.684832, expected=32.000000 predicted=33.195182, expected=16.000000 predicted=25.593469, expected=12.000000 predicted=17.210871, expected=40.000000 predicted=28.732017, expected=20.000000 predicted=21.326416, expected=40.000000 predicted=33.696595, expected=52.000000 predicted=35.879777, expected=32.000000 predicted=29.695254, expected=56.000000 predicted=47.822310, expected=32.000000 predicted=33.109480, expected=52.000000 predicted=47.688487, expected=24.000000 predicted=35.604691, expected=28.000000 predicted=34.545180, expected=32.000000 predicted=36.948687, expected=72.000000 predicted=49.450796, expected=32.000000 predicted=37.249849, expected=32.000000 predicted=36.857986, expected=32.000000 predicted=35.189614, expected=20.000000 predicted=28.844176, expected=36.000000 predicted=41.024144, expected=28.000000 predicted=28.500805, expected=40.000000 predicted=34.870977, expected=16.000000 predicted=24.493762, expected=40.000000 predicted=33.466553, expected=52.000000 predicted=39.981237, expected=32.000000 predicted=32.548731, expected=32.000000 predicted=36.779669, expected=68.000000 predicted=47.131884, expected=28.000000 predicted=34.816567, expected=40.000000 predicted=45.291211, expected=36.000000 predicted=37.050546, expected=28.000000 predicted=33.372487, expected=20.000000 predicted=34.898690, expected=32.000000 predicted=30.716296, expected=60.000000 predicted=43.700636, expected=24.000000 predicted=29.471055, expected=20.000000 predicted=29.674607, expected=40.000000 predicted=33.935271, expected=52.000000 predicted=39.811556, expected=16.000000 predicted=31.319690, expected=28.000000 predicted=31.554028, expected=24.000000 predicted=25.720977, expected=16.000000 predicted=24.891029, expected=24.000000 predicted=29.098097, expected=40.000000 predicted=28.242445, expected=44.000000 predicted=33.545085, expected=24.000000 predicted=27.344655, expected=36.000000 predicted=32.702374, expected=24.000000 predicted=27.419572, expected=28.000000 predicted=31.899719, expected=44.000000 predicted=38.089896, expected=48.000000 predicted=36.756039, expected=12.000000 predicted=26.172516, expected=36.000000 predicted=34.931658, expected=28.000000 predicted=28.506754, expected=60.000000 predicted=45.676078, expected=24.000000 predicted=32.155322, expected=32.000000 predicted=31.999929, expected=20.000000 predicted=29.229194, expected=12.000000 predicted=22.405265, expected=12.000000 predicted=25.542996, expected=28.000000 predicted=23.032373, expected=4.000000 predicted=13.772390, expected=16.000000 predicted=17.468357, expected=20.000000 predicted=16.034574, expected=40.000000 predicted=24.972823, expected=56.000000 predicted=37.190188, expected=112.000000 predicted=62.634671, expected=56.000000 predicted=48.298513, expected=48.000000 predicted=53.679795, expected=60.000000 predicted=60.062365, expected=12.000000 predicted=37.919511, expected=36.000000 predicted=56.049921, expected=76.000000 predicted=56.547418, expected=44.000000 predicted=43.107527, expected=16.000000 predicted=38.589013, expected=20.000000 predicted=28.102002, expected=28.000000 predicted=30.678661, expected=16.000000 predicted=30.798070, expected=64.000000 predicted=45.443737, expected=40.000000 predicted=30.395617, expected=12.000000 predicted=24.834000, expected=36.000000 predicted=35.580216, expected=20.000000 predicted=22.199424, expected=44.000000 predicted=42.601827, expected=24.000000 predicted=28.387922, expected=32.000000 predicted=28.461506, expected=36.000000 predicted=33.854734, expected=40.000000 predicted=33.019013, expected=24.000000 predicted=31.839891, expected=32.000000 predicted=31.619179, expected=60.000000 predicted=43.814903, expected=32.000000 predicted=34.014306, expected=16.000000 predicted=31.141947, expected=48.000000 predicted=39.085215, expected=52.000000 predicted=39.990828, expected=20.000000 predicted=34.955773, expected=28.000000 predicted=34.054480, expected=28.000000 predicted=27.231995, expected=28.000000 predicted=32.401794, expected=68.000000 predicted=50.117985, expected=36.000000 predicted=31.845313, expected=48.000000 predicted=43.966412, expected=52.000000 predicted=44.559625, expected=60.000000 predicted=49.064701, expected=20.000000 predicted=41.079482, expected=104.000000 predicted=70.012794, expected=92.000000 predicted=66.511643, expected=40.000000 predicted=55.404992, expected=40.000000 predicted=59.235814, expected=40.000000 predicted=43.217663, expected=32.000000 predicted=52.457894, expected=76.000000 predicted=66.635746, expected=84.000000 predicted=59.316991, expected=76.000000 predicted=63.156845, expected=36.000000 predicted=50.529154, expected=48.000000 predicted=53.108901, expected=36.000000 predicted=51.204080, expected=28.000000 predicted=46.873624, expected=56.000000 predicted=54.520861, expected=48.000000 predicted=41.267876, expected=76.000000 predicted=59.301745, expected=56.000000 predicted=50.224747, expected=80.000000 predicted=62.773189, expected=48.000000 predicted=55.574138, expected=44.000000 predicted=53.352948, expected=68.000000 predicted=66.039835, expected=80.000000 predicted=65.206376, expected=52.000000 predicted=61.677381, expected=32.000000 predicted=48.448738, expected=40.000000 predicted=47.369301, expected=52.000000 predicted=52.829647, expected=44.000000 predicted=51.020349, expected=68.000000 predicted=56.786669, expected=32.000000 predicted=38.023976, expected=72.000000 predicted=58.724493, expected=28.000000 predicted=41.170753, expected=40.000000 predicted=45.600697, expected=80.000000 predicted=64.063701, expected=32.000000 predicted=37.474261, expected=40.000000 predicted=52.935097, expected=64.000000 predicted=49.740977, expected=48.000000 predicted=45.777483, expected=48.000000 predicted=56.523692, expected=60.000000 predicted=50.664423, expected=56.000000 predicted=51.035850, expected=40.000000 predicted=50.784197, expected=68.000000 predicted=58.506449, expected=80.000000 predicted=62.510907, expected=72.000000 predicted=65.682467, expected=44.000000 predicted=56.440223, expected=40.000000 predicted=50.579842, expected=36.000000 predicted=49.921221, expected=36.000000 Test MSE: 353.904
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206])] predicted=55.972289, expected=20.000000 predicted=60.253308, expected=48.000000 predicted=59.222448, expected=44.000000 predicted=59.970179, expected=56.000000 predicted=38.594815, expected=36.000000 predicted=39.780742, expected=20.000000 predicted=35.827324, expected=32.000000 predicted=38.973183, expected=32.000000 predicted=36.981318, expected=48.000000 predicted=37.950172, expected=116.000000 predicted=48.882466, expected=252.000000 predicted=87.836924, expected=68.000000 predicted=94.636915, expected=40.000000 predicted=84.459732, expected=244.000000 predicted=128.104237, expected=24.000000 predicted=127.085836, expected=16.000000 predicted=105.511454, expected=4.000000 predicted=66.196501, expected=16.000000 predicted=52.326764, expected=12.000000 predicted=57.312018, expected=56.000000 predicted=21.883680, expected=36.000000 predicted=25.031013, expected=32.000000 predicted=25.192926, expected=4.000000 predicted=25.583330, expected=8.000000 predicted=22.546889, expected=48.000000 predicted=31.507551, expected=36.000000 predicted=28.679377, expected=20.000000 predicted=24.785022, expected=28.000000 predicted=23.467208, expected=20.000000 predicted=25.868675, expected=20.000000 predicted=28.525891, expected=36.000000 predicted=27.140078, expected=56.000000 predicted=30.682844, expected=24.000000 predicted=31.272332, expected=36.000000 predicted=31.109051, expected=28.000000 predicted=33.241481, expected=24.000000 predicted=33.147278, expected=24.000000 predicted=32.459972, expected=56.000000 predicted=32.109606, expected=40.000000 predicted=35.847543, expected=40.000000 predicted=35.009710, expected=32.000000 predicted=35.937977, expected=36.000000 predicted=37.027576, expected=20.000000 predicted=37.540691, expected=28.000000 predicted=32.115110, expected=88.000000 predicted=41.889477, expected=44.000000 predicted=43.017368, expected=32.000000 predicted=40.246906, expected=36.000000 predicted=40.765730, expected=36.000000 predicted=42.688200, expected=16.000000 predicted=42.612342, expected=32.000000 predicted=32.346396, expected=20.000000 predicted=28.874316, expected=4.000000 predicted=23.264236, expected=28.000000 predicted=22.705612, expected=28.000000 predicted=21.714896, expected=28.000000 predicted=23.613853, expected=4.000000 predicted=18.705721, expected=32.000000 predicted=19.557693, expected=20.000000 predicted=24.042125, expected=24.000000 predicted=22.268807, expected=36.000000 predicted=24.812694, expected=36.000000 predicted=25.163872, expected=36.000000 predicted=30.994963, expected=24.000000 predicted=29.121854, expected=16.000000 predicted=27.809022, expected=8.000000 predicted=25.439866, expected=40.000000 predicted=26.634393, expected=28.000000 predicted=26.527476, expected=24.000000 predicted=23.102678, expected=56.000000 predicted=29.160145, expected=48.000000 predicted=34.408859, expected=36.000000 predicted=38.655335, expected=24.000000 predicted=35.548692, expected=20.000000 predicted=33.352538, expected=4.000000 predicted=30.932349, expected=4.000000 predicted=22.107908, expected=20.000000 predicted=18.243712, expected=56.000000 predicted=22.426629, expected=28.000000 predicted=23.427137, expected=36.000000 predicted=23.980923, expected=36.000000 predicted=29.951329, expected=44.000000 predicted=35.967234, expected=20.000000 predicted=37.253212, expected=76.000000 predicted=39.757693, expected=32.000000 predicted=42.161984, expected=40.000000 predicted=39.849705, expected=36.000000 predicted=42.076546, expected=16.000000 predicted=34.904749, expected=20.000000 predicted=36.833974, expected=56.000000 predicted=33.653725, expected=36.000000 predicted=35.155226, expected=20.000000 predicted=30.332306, expected=32.000000 predicted=29.462826, expected=40.000000 predicted=33.609020, expected=28.000000 predicted=35.897695, expected=32.000000 predicted=31.351027, expected=8.000000 predicted=26.147511, expected=36.000000 predicted=28.548337, expected=44.000000 predicted=32.628011, expected=40.000000 predicted=31.579509, expected=20.000000 predicted=30.236798, expected=12.000000 predicted=25.152835, expected=68.000000 predicted=36.812853, expected=84.000000 predicted=47.072624, expected=20.000000 predicted=41.157947, expected=52.000000 predicted=41.216275, expected=32.000000 predicted=44.157786, expected=28.000000 predicted=46.112037, expected=44.000000 predicted=44.771661, expected=60.000000 predicted=39.407683, expected=60.000000 predicted=47.179038, expected=36.000000 predicted=43.298143, expected=44.000000 predicted=44.295284, expected=8.000000 predicted=41.320065, expected=28.000000 predicted=38.153056, expected=8.000000 predicted=31.416785, expected=24.000000 predicted=23.850991, expected=40.000000 predicted=26.856958, expected=36.000000 predicted=24.133873, expected=16.000000 predicted=25.457333, expected=28.000000 predicted=24.391916, expected=28.000000 predicted=28.611921, expected=32.000000 predicted=30.102747, expected=40.000000 predicted=30.728923, expected=40.000000 predicted=30.745025, expected=52.000000 predicted=36.928047, expected=32.000000 predicted=37.483881, expected=28.000000 predicted=36.408227, expected=16.000000 predicted=34.236345, expected=32.000000 predicted=32.695672, expected=36.000000 predicted=33.654985, expected=48.000000 predicted=32.463063, expected=108.000000 predicted=46.455700, expected=44.000000 predicted=48.617001, expected=20.000000 predicted=45.552606, expected=84.000000 predicted=56.305166, expected=12.000000 predicted=52.466467, expected=28.000000 predicted=48.537449, expected=48.000000 predicted=40.511333, expected=48.000000 predicted=39.212796, expected=36.000000 predicted=44.296490, expected=32.000000 predicted=33.222377, expected=48.000000 predicted=39.572339, expected=20.000000 predicted=38.805694, expected=28.000000 predicted=34.703552, expected=40.000000 predicted=34.421926, expected=40.000000 predicted=34.717959, expected=32.000000 predicted=35.277361, expected=8.000000 predicted=27.194310, expected=32.000000 predicted=29.062087, expected=20.000000 predicted=29.172860, expected=32.000000 predicted=27.239776, expected=32.000000 predicted=26.968920, expected=60.000000 predicted=30.586897, expected=60.000000 predicted=40.782522, expected=20.000000 predicted=36.726363, expected=36.000000 predicted=38.814974, expected=44.000000 predicted=41.857549, expected=60.000000 predicted=47.180097, expected=96.000000 predicted=54.897967, expected=56.000000 predicted=52.726044, expected=60.000000 predicted=57.428601, expected=24.000000 predicted=55.875631, expected=44.000000 predicted=54.687013, expected=12.000000 predicted=49.600659, expected=56.000000 predicted=41.298418, expected=44.000000 predicted=42.214458, expected=36.000000 predicted=35.175592, expected=28.000000 predicted=37.028830, expected=32.000000 predicted=33.333043, expected=32.000000 predicted=38.318909, expected=36.000000 predicted=34.886962, expected=24.000000 predicted=31.485474, expected=40.000000 predicted=31.691637, expected=28.000000 predicted=32.369049, expected=20.000000 predicted=29.359026, expected=72.000000 predicted=37.367662, expected=308.000000 predicted=88.081492, expected=36.000000 predicted=89.908292, expected=24.000000 predicted=72.972389, expected=88.000000 predicted=90.498750, expected=928.000000 predicted=250.359229, expected=32.000000 predicted=247.864867, expected=72.000000 predicted=178.968161, expected=68.000000 predicted=267.238991, expected=24.000000 predicted=189.594506, expected=48.000000 predicted=223.889122, expected=56.000000 predicted=50.807535, expected=84.000000 predicted=57.452239, expected=20.000000 predicted=50.562850, expected=36.000000 predicted=43.852825, expected=40.000000 predicted=49.309125, expected=172.000000 predicted=67.074816, expected=24.000000 predicted=63.724438, expected=52.000000 predicted=54.038950, expected=72.000000 predicted=72.806770, expected=32.000000 predicted=60.280041, expected=24.000000 predicted=63.109145, expected=36.000000 predicted=41.147665, expected=28.000000 predicted=39.594033, expected=28.000000 predicted=36.210018, expected=16.000000 predicted=27.696592, expected=32.000000 predicted=27.018968, expected=24.000000 predicted=27.600064, expected=36.000000 predicted=26.709350, expected=40.000000 predicted=30.112341, expected=48.000000 predicted=32.339473, expected=40.000000 predicted=37.036981, expected=52.000000 predicted=40.022505, expected=20.000000 predicted=39.585162, expected=72.000000 predicted=44.970352, expected=32.000000 predicted=45.163541, expected=32.000000 predicted=39.147869, expected=24.000000 predicted=40.824573, expected=32.000000 predicted=33.974687, expected=32.000000 predicted=37.587168, expected=16.000000 predicted=27.482052, expected=32.000000 predicted=28.162649, expected=12.000000 predicted=24.865954, expected=28.000000 predicted=24.455939, expected=20.000000 predicted=24.207484, expected=24.000000 predicted=21.021566, expected=44.000000 predicted=27.473375, expected=20.000000 predicted=24.361011, expected=24.000000 predicted=26.238058, expected=20.000000 predicted=26.258148, expected=48.000000 predicted=29.320393, expected=40.000000 predicted=33.137203, expected=36.000000 predicted=30.684649, expected=44.000000 predicted=36.342371, expected=16.000000 predicted=33.643224, expected=28.000000 predicted=34.854329, expected=40.000000 predicted=34.863159, expected=36.000000 predicted=32.389193, expected=40.000000 predicted=34.221085, expected=28.000000 predicted=31.690585, expected=52.000000 predicted=37.190995, expected=20.000000 predicted=36.331838, expected=36.000000 predicted=34.361003, expected=60.000000 predicted=40.922630, expected=12.000000 predicted=33.340002, expected=48.000000 predicted=37.913405, expected=12.000000 predicted=32.860966, expected=32.000000 predicted=31.031262, expected=28.000000 predicted=33.845423, expected=36.000000 predicted=26.558501, expected=56.000000 predicted=36.287483, expected=20.000000 predicted=30.375779, expected=24.000000 predicted=32.233314, expected=8.000000 predicted=29.666052, expected=24.000000 predicted=26.702779, expected=12.000000 predicted=24.423001, expected=32.000000 predicted=19.231818, expected=24.000000 predicted=21.471041, expected=44.000000 predicted=23.360213, expected=32.000000 predicted=28.871716, expected=8.000000 predicted=24.433094, expected=52.000000 predicted=32.813063, expected=36.000000 predicted=33.002899, expected=20.000000 predicted=30.343715, expected=32.000000 predicted=31.480399, expected=36.000000 predicted=30.503975, expected=32.000000 predicted=34.030514, expected=24.000000 predicted=30.203772, expected=16.000000 predicted=26.645947, expected=20.000000 predicted=26.542836, expected=20.000000 predicted=24.531895, expected=44.000000 predicted=25.849381, expected=36.000000 predicted=26.999243, expected=16.000000 predicted=24.725559, expected=40.000000 predicted=30.105619, expected=32.000000 predicted=31.546738, expected=12.000000 predicted=28.792162, expected=32.000000 predicted=28.752140, expected=48.000000 predicted=30.337763, expected=32.000000 predicted=31.842050, expected=20.000000 predicted=29.456340, expected=24.000000 predicted=28.556894, expected=20.000000 predicted=28.973041, expected=24.000000 predicted=27.537014, expected=40.000000 predicted=26.992911, expected=44.000000 predicted=28.684812, expected=28.000000 predicted=29.821639, expected=132.000000 predicted=49.088323, expected=24.000000 predicted=49.512119, expected=28.000000 predicted=46.257049, expected=16.000000 predicted=50.033949, expected=12.000000 predicted=36.329627, expected=52.000000 predicted=44.668481, expected=24.000000 predicted=25.930293, expected=12.000000 predicted=22.889881, expected=24.000000 predicted=24.835537, expected=28.000000 predicted=24.738791, expected=28.000000 predicted=27.511344, expected=48.000000 predicted=27.780408, expected=44.000000 predicted=30.981193, expected=100.000000 predicted=45.497080, expected=24.000000 predicted=46.174631, expected=44.000000 predicted=46.384091, expected=32.000000 predicted=51.589014, expected=32.000000 predicted=43.236247, expected=16.000000 predicted=42.048542, expected=28.000000 predicted=28.808877, expected=48.000000 predicted=33.837427, expected=12.000000 predicted=27.303810, expected=32.000000 predicted=27.796600, expected=36.000000 predicted=30.000280, expected=24.000000 predicted=28.553123, expected=20.000000 predicted=29.050409, expected=80.000000 predicted=34.659468, expected=144.000000 predicted=57.100757, expected=72.000000 predicted=62.172792, expected=372.000000 predicted=122.325432, expected=84.000000 predicted=135.170446, expected=60.000000 predicted=126.206517, expected=60.000000 predicted=144.428977, expected=40.000000 predicted=105.623333, expected=20.000000 predicted=105.295156, expected=144.000000 predicted=69.324517, expected=88.000000 predicted=70.197255, expected=84.000000 predicted=70.511824, expected=24.000000 predicted=70.296253, expected=36.000000 predicted=62.575728, expected=28.000000 predicted=68.004833, expected=20.000000 predicted=44.412497, expected=8.000000 predicted=33.639887, expected=32.000000 predicted=24.368284, expected=96.000000 predicted=37.888766, expected=80.000000 predicted=44.907895, expected=36.000000 predicted=45.061127, expected=36.000000 predicted=49.074632, expected=512.000000 predicted=137.849677, expected=56.000000 predicted=139.735587, expected=100.000000 predicted=127.912165, expected=36.000000 predicted=150.904788, expected=64.000000 predicted=117.395683, expected=72.000000 predicted=145.408989, expected=68.000000 predicted=63.829641, expected=60.000000 predicted=67.576404, expected=32.000000 predicted=55.232415, expected=60.000000 predicted=58.961208, expected=68.000000 predicted=60.556411, expected=128.000000 predicted=69.176289, expected=104.000000 predicted=77.548019, expected=32.000000 predicted=69.562575, expected=84.000000 predicted=80.697495, expected=44.000000 predicted=76.870945, expected=32.000000 predicted=67.011069, expected=68.000000 predicted=62.837300, expected=80.000000 predicted=56.253422, expected=52.000000 predicted=59.515491, expected=32.000000 predicted=51.805236, expected=452.000000 predicted=123.790879, expected=64.000000 predicted=129.283987, expected=32.000000 predicted=110.287917, expected=48.000000 predicted=131.078785, expected=32.000000 predicted=97.328458, expected=52.000000 predicted=113.980198, expected=52.000000 predicted=47.699806, expected=44.000000 predicted=42.667602, expected=44.000000 predicted=45.928846, expected=36.000000 predicted=43.283869, expected=60.000000 predicted=47.837385, expected=8.000000 predicted=40.625766, expected=40.000000 predicted=37.643136, expected=80.000000 predicted=46.684335, expected=40.000000 predicted=42.471283, expected=48.000000 predicted=46.429887, expected=52.000000 predicted=46.404940, expected=36.000000 predicted=47.826431, expected=32.000000 predicted=47.960490, expected=40.000000 predicted=41.517318, expected=20.000000 predicted=37.375127, expected=28.000000 predicted=34.190024, expected=48.000000 predicted=34.674359, expected=28.000000 predicted=32.107107, expected=24.000000 predicted=31.149268, expected=60.000000 predicted=35.709781, expected=28.000000 predicted=35.653595, expected=40.000000 predicted=37.315188, expected=60.000000 predicted=41.800883, expected=48.000000 predicted=42.446187, expected=52.000000 Test MSE: 4783.357
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738])] predicted=247.519639, expected=284.000000 predicted=265.225364, expected=272.000000 predicted=255.030679, expected=220.000000 predicted=239.578578, expected=248.000000 predicted=249.674890, expected=248.000000 predicted=246.132791, expected=256.000000 predicted=253.189515, expected=212.000000 predicted=238.593035, expected=268.000000 predicted=245.024209, expected=204.000000 predicted=233.384548, expected=344.000000 predicted=266.431536, expected=348.000000 predicted=283.495522, expected=224.000000 predicted=264.373819, expected=340.000000 predicted=297.970596, expected=348.000000 predicted=305.976400, expected=216.000000 predicted=291.087276, expected=316.000000 predicted=302.406125, expected=184.000000 predicted=256.847880, expected=288.000000 predicted=279.071163, expected=148.000000 predicted=234.384760, expected=288.000000 predicted=243.333038, expected=224.000000 predicted=237.815327, expected=220.000000 predicted=224.276749, expected=360.000000 predicted=269.345142, expected=260.000000 predicted=252.649907, expected=264.000000 predicted=271.579089, expected=264.000000 predicted=266.363860, expected=296.000000 predicted=277.301108, expected=180.000000 predicted=257.566418, expected=200.000000 predicted=236.902163, expected=256.000000 predicted=240.998584, expected=284.000000 predicted=248.388871, expected=184.000000 predicted=228.483970, expected=236.000000 predicted=226.715329, expected=236.000000 predicted=231.107896, expected=140.000000 predicted=209.332061, expected=204.000000 predicted=211.166293, expected=220.000000 predicted=202.429150, expected=352.000000 predicted=245.754264, expected=260.000000 predicted=242.809811, expected=232.000000 predicted=239.716967, expected=300.000000 predicted=267.647974, expected=192.000000 predicted=247.763324, expected=256.000000 predicted=262.077617, expected=244.000000 predicted=245.283357, expected=336.000000 predicted=268.517129, expected=228.000000 predicted=257.274584, expected=212.000000 predicted=242.427124, expected=360.000000 predicted=282.580210, expected=152.000000 predicted=240.054528, expected=248.000000 predicted=254.992177, expected=296.000000 predicted=253.338946, expected=252.000000 predicted=251.068932, expected=248.000000 predicted=259.937809, expected=288.000000 predicted=253.704901, expected=484.000000 predicted=325.599495, expected=172.000000 predicted=279.321282, expected=204.000000 predicted=270.955442, expected=264.000000 predicted=270.577893, expected=220.000000 predicted=256.122735, expected=296.000000 predicted=273.902545, expected=220.000000 predicted=230.309111, expected=296.000000 predicted=256.823479, expected=204.000000 predicted=244.180745, expected=204.000000 predicted=234.739047, expected=304.000000 predicted=257.575080, expected=384.000000 predicted=281.995331, expected=232.000000 predicted=269.692843, expected=204.000000 predicted=254.234395, expected=348.000000 predicted=285.995631, expected=312.000000 predicted=294.059974, expected=344.000000 predicted=310.629248, expected=340.000000 predicted=307.096339, expected=244.000000 predicted=293.888502, expected=232.000000 predicted=293.052694, expected=92.000000 predicted=233.922369, expected=276.000000 predicted=249.551355, expected=256.000000 predicted=235.798806, expected=276.000000 predicted=236.329154, expected=220.000000 predicted=229.385300, expected=280.000000 predicted=241.276663, expected=228.000000 predicted=250.975599, expected=616.000000 predicted=350.681341, expected=304.000000 predicted=325.104094, expected=192.000000 predicted=302.684763, expected=236.000000 predicted=301.601369, expected=280.000000 predicted=294.324000, expected=264.000000 predicted=301.300149, expected=240.000000 predicted=252.221164, expected=176.000000 predicted=225.486171, expected=272.000000 predicted=245.847604, expected=200.000000 predicted=230.613838, expected=204.000000 predicted=222.245544, expected=200.000000 predicted=213.062376, expected=240.000000 predicted=216.506692, expected=184.000000 predicted=211.233380, expected=180.000000 predicted=198.730089, expected=308.000000 predicted=229.467499, expected=152.000000 predicted=202.564973, expected=204.000000 predicted=211.726714, expected=312.000000 predicted=233.894788, expected=344.000000 predicted=260.361223, expected=292.000000 predicted=275.830665, expected=224.000000 predicted=256.932864, expected=284.000000 predicted=277.731914, expected=220.000000 predicted=267.554910, expected=248.000000 predicted=263.089412, expected=208.000000 predicted=239.879000, expected=216.000000 predicted=229.362201, expected=292.000000 predicted=248.757265, expected=188.000000 predicted=223.083040, expected=284.000000 predicted=245.848537, expected=200.000000 predicted=227.613814, expected=324.000000 predicted=258.878542, expected=368.000000 predicted=288.065515, expected=248.000000 predicted=269.757959, expected=240.000000 predicted=276.434042, expected=424.000000 predicted=315.413857, expected=280.000000 predicted=306.815686, expected=236.000000 predicted=294.333788, expected=324.000000 predicted=297.701554, expected=232.000000 predicted=277.757008, expected=236.000000 predicted=279.440664, expected=216.000000 predicted=248.135798, expected=224.000000 predicted=238.777030, expected=308.000000 predicted=260.249303, expected=240.000000 predicted=242.490586, expected=216.000000 predicted=239.320959, expected=332.000000 predicted=266.090488, expected=328.000000 predicted=279.934396, expected=296.000000 predicted=290.090031, expected=324.000000 predicted=298.085796, expected=344.000000 predicted=312.369410, expected=204.000000 predicted=291.529055, expected=344.000000 predicted=310.908187, expected=276.000000 predicted=292.023090, expected=356.000000 predicted=312.635454, expected=284.000000 predicted=301.079539, expected=268.000000 predicted=287.920207, expected=312.000000 predicted=306.140231, expected=416.000000 predicted=328.597423, expected=280.000000 predicted=315.343513, expected=264.000000 predicted=303.479333, expected=288.000000 predicted=302.181580, expected=292.000000 predicted=301.306548, expected=228.000000 predicted=283.587484, expected=336.000000 predicted=288.058975, expected=276.000000 predicted=278.998785, expected=356.000000 predicted=304.065426, expected=272.000000 predicted=293.006230, expected=348.000000 predicted=309.512281, expected=292.000000 predicted=310.692046, expected=176.000000 predicted=272.619333, expected=312.000000 predicted=292.776477, expected=196.000000 predicted=252.414460, expected=232.000000 predicted=253.072888, expected=280.000000 predicted=251.133362, expected=264.000000 predicted=244.768211, expected=184.000000 predicted=238.223764, expected=136.000000 predicted=206.263661, expected=328.000000 predicted=243.925492, expected=204.000000 predicted=224.698945, expected=296.000000 predicted=245.135226, expected=348.000000 predicted=265.328679, expected=328.000000 predicted=282.475196, expected=484.000000 predicted=354.446775, expected=232.000000 predicted=311.545749, expected=240.000000 predicted=314.939914, expected=128.000000 predicted=268.001094, expected=324.000000 predicted=282.606140, expected=224.000000 predicted=258.788211, expected=276.000000 predicted=243.378323, expected=200.000000 predicted=231.582897, expected=156.000000 predicted=210.132209, expected=192.000000 predicted=219.758870, expected=156.000000 predicted=190.469827, expected=264.000000 predicted=210.853178, expected=304.000000 predicted=224.102553, expected=276.000000 predicted=235.337915, expected=240.000000 predicted=244.313183, expected=204.000000 predicted=237.977310, expected=212.000000 predicted=241.987911, expected=156.000000 predicted=218.090326, expected=260.000000 predicted=225.393766, expected=228.000000 predicted=216.634514, expected=248.000000 predicted=222.846158, expected=248.000000 predicted=230.543041, expected=172.000000 predicted=213.853092, expected=268.000000 predicted=239.554704, expected=208.000000 predicted=224.401865, expected=228.000000 predicted=227.683033, expected=196.000000 predicted=217.200644, expected=212.000000 predicted=212.669630, expected=236.000000 predicted=224.117882, expected=196.000000 predicted=210.157010, expected=348.000000 predicted=249.894520, expected=224.000000 predicted=236.194894, expected=252.000000 predicted=248.328219, expected=556.000000 predicted=334.383329, expected=312.000000 predicted=318.722853, expected=184.000000 predicted=305.895626, expected=228.000000 predicted=286.343919, expected=280.000000 predicted=288.674818, expected=148.000000 predicted=258.780551, expected=212.000000 predicted=224.807560, expected=272.000000 predicted=224.881044, expected=272.000000 predicted=237.882265, expected=272.000000 predicted=249.434833, expected=156.000000 predicted=217.636450, expected=336.000000 predicted=262.739297, expected=208.000000 predicted=244.117339, expected=256.000000 predicted=250.854418, expected=224.000000 predicted=240.806923, expected=240.000000 predicted=235.758692, expected=228.000000 predicted=244.044557, expected=164.000000 predicted=212.535540, expected=176.000000 predicted=207.708508, expected=176.000000 predicted=194.399155, expected=288.000000 predicted=217.907753, expected=196.000000 predicted=204.195272, expected=280.000000 predicted=225.257583, expected=300.000000 predicted=246.549997, expected=272.000000 predicted=256.395111, expected=308.000000 predicted=280.774690, expected=776.000000 predicted=411.296027, expected=564.000000 predicted=446.489920, expected=252.000000 predicted=411.567190, expected=296.000000 predicted=408.353892, expected=216.000000 predicted=362.036532, expected=252.000000 predicted=356.429251, expected=356.000000 predicted=321.734996, expected=296.000000 predicted=280.356980, expected=232.000000 predicted=272.704292, expected=364.000000 predicted=298.411994, expected=352.000000 predicted=312.151078, expected=440.000000 predicted=356.105767, expected=332.000000 predicted=341.219477, expected=372.000000 predicted=355.845200, expected=300.000000 predicted=351.020522, expected=440.000000 predicted=379.075238, expected=280.000000 predicted=348.545107, expected=332.000000 predicted=342.092588, expected=328.000000 predicted=339.062141, expected=292.000000 predicted=320.152774, expected=248.000000 predicted=309.088085, expected=172.000000 predicted=258.606864, expected=196.000000 predicted=246.470539, expected=192.000000 predicted=224.991636, expected=204.000000 predicted=211.502012, expected=176.000000 predicted=194.264650, expected=160.000000 predicted=179.730703, expected=152.000000 predicted=174.317295, expected=280.000000 predicted=203.662340, expected=288.000000 predicted=221.281905, expected=284.000000 predicted=237.261793, expected=240.000000 predicted=241.022010, expected=420.000000 predicted=299.396256, expected=152.000000 predicted=260.425571, expected=244.000000 predicted=268.661564, expected=240.000000 predicted=256.853969, expected=312.000000 predicted=267.276941, expected=192.000000 predicted=251.818088, expected=176.000000 predicted=215.343521, expected=208.000000 predicted=222.946195, expected=104.000000 predicted=185.058559, expected=228.000000 predicted=202.933544, expected=340.000000 predicted=224.954599, expected=252.000000 predicted=225.573240, expected=260.000000 predicted=244.183055, expected=260.000000 predicted=246.662426, expected=268.000000 predicted=265.285189, expected=144.000000 predicted=237.092033, expected=208.000000 predicted=226.318827, expected=204.000000 predicted=216.203802, expected=260.000000 predicted=225.390437, expected=180.000000 predicted=208.112270, expected=156.000000 predicted=188.359359, expected=260.000000 predicted=216.369741, expected=148.000000 predicted=190.672977, expected=208.000000 predicted=202.777610, expected=284.000000 predicted=217.310034, expected=312.000000 predicted=239.750488, expected=300.000000 predicted=264.249144, expected=200.000000 predicted=241.743242, expected=252.000000 predicted=258.234673, expected=180.000000 predicted=239.454755, expected=240.000000 predicted=241.613961, expected=176.000000 predicted=215.941484, expected=116.000000 predicted=181.015586, expected=216.000000 predicted=196.506554, expected=228.000000 predicted=193.798801, expected=244.000000 predicted=209.635523, expected=204.000000 predicted=202.987291, expected=248.000000 predicted=216.867955, expected=136.000000 predicted=201.087197, expected=196.000000 predicted=205.067719, expected=192.000000 predicted=198.495977, expected=228.000000 predicted=201.794514, expected=188.000000 predicted=197.910635, expected=188.000000 predicted=189.261963, expected=280.000000 predicted=221.205440, expected=288.000000 predicted=235.979259, expected=224.000000 predicted=235.056292, expected=216.000000 predicted=232.217353, expected=220.000000 predicted=231.975423, expected=252.000000 predicted=243.473577, expected=172.000000 predicted=219.340355, expected=220.000000 predicted=217.378550, expected=188.000000 predicted=206.271824, expected=200.000000 predicted=204.947520, expected=232.000000 predicted=213.123781, expected=176.000000 predicted=194.688923, expected=288.000000 predicted=227.632545, expected=160.000000 predicted=201.496561, expected=236.000000 predicted=218.391095, expected=256.000000 predicted=228.876504, expected=276.000000 predicted=237.223535, expected=240.000000 predicted=245.122782, expected=128.000000 predicted=205.716470, expected=296.000000 predicted=243.873000, expected=96.000000 predicted=194.360298, expected=196.000000 predicted=200.928691, expected=228.000000 predicted=200.042434, expected=244.000000 predicted=202.076051, expected=504.000000 predicted=298.178854, expected=240.000000 predicted=260.068815, expected=240.000000 predicted=279.292917, expected=188.000000 predicted=261.945851, expected=212.000000 predicted=253.447905, expected=268.000000 predicted=266.387750, expected=280.000000 predicted=243.468283, expected=296.000000 predicted=257.150234, expected=208.000000 predicted=241.048488, expected=252.000000 predicted=252.788140, expected=132.000000 predicted=221.349496, expected=204.000000 predicted=220.117515, expected=204.000000 predicted=209.910783, expected=224.000000 predicted=204.925282, expected=160.000000 predicted=192.061962, expected=200.000000 predicted=189.567704, expected=180.000000 predicted=191.394695, expected=140.000000 predicted=176.547460, expected=280.000000 predicted=207.325432, expected=280.000000 predicted=217.682539, expected=312.000000 predicted=247.749996, expected=248.000000 predicted=247.697631, expected=404.000000 predicted=298.158444, expected=276.000000 predicted=298.621419, expected=152.000000 predicted=262.599771, expected=220.000000 predicted=258.588822, expected=248.000000 predicted=248.078047, expected=232.000000 predicted=246.895274, expected=156.000000 predicted=207.208910, expected=164.000000 predicted=190.621380, expected=248.000000 predicted=212.232824, expected=116.000000 predicted=180.303326, expected=240.000000 predicted=198.948828, expected=260.000000 predicted=206.513710, expected=728.000000 predicted=358.156892, expected=756.000000 predicted=470.313324, expected=248.000000 predicted=394.490013, expected=440.000000 predicted=460.045371, expected=544.000000 predicted=495.514131, expected=412.000000 predicted=489.618897, expected=328.000000 predicted=435.772467, expected=344.000000 predicted=382.440921, expected=252.000000 predicted=355.514275, expected=260.000000 predicted=331.121440, expected=164.000000 predicted=264.993950, expected=68.000000 predicted=200.145677, expected=176.000000 predicted=194.035218, expected=232.000000 predicted=189.021362, expected=216.000000 predicted=189.065672, expected=292.000000 predicted=214.893044, expected=168.000000 predicted=195.034707, expected=284.000000 predicted=239.499732, expected=152.000000 predicted=211.219029, expected=256.000000 predicted=230.462258, expected=308.000000 predicted=251.934192, expected=192.000000 predicted=223.205500, expected=180.000000 predicted=223.064476, expected=184.000000 predicted=206.271830, expected=144.000000 predicted=192.670776, expected=140.000000 predicted=177.127451, expected=264.000000 predicted=194.377782, expected=192.000000 predicted=185.078539, expected=344.000000 predicted=237.499611, expected=220.000000 predicted=224.472767, expected=160.000000 predicted=214.921571, expected=360.000000 predicted=271.916791, expected=176.000000 predicted=228.867018, expected=248.000000 predicted=250.715058, expected=220.000000 predicted=229.526593, expected=228.000000 predicted=229.626238, expected=184.000000 predicted=224.197677, expected=136.000000 predicted=187.824839, expected=204.000000 predicted=198.658096, expected=188.000000 predicted=188.149141, expected=188.000000 predicted=186.893004, expected=180.000000 predicted=181.255224, expected=192.000000 predicted=183.651159, expected=180.000000 predicted=186.038067, expected=280.000000 predicted=213.880927, expected=268.000000 predicted=225.365143, expected=232.000000 predicted=228.869415, expected=284.000000 predicted=250.744872, expected=284.000000 predicted=260.820632, expected=252.000000 predicted=264.531929, expected=204.000000 predicted=246.709968, expected=188.000000 predicted=230.051583, expected=448.000000 predicted=299.384868, expected=176.000000 predicted=246.167038, expected=172.000000 predicted=235.739286, expected=300.000000 predicted=255.167154, expected=228.000000 predicted=241.774290, expected=156.000000 predicted=228.710560, expected=180.000000 predicted=200.049741, expected=208.000000 predicted=202.603846, expected=148.000000 predicted=188.771233, expected=212.000000 predicted=191.603477, expected=284.000000 predicted=211.927823, expected=168.000000 predicted=197.037833, expected=184.000000 predicted=201.769789, expected=188.000000 predicted=195.185392, expected=208.000000 predicted=202.895110, expected=172.000000 predicted=193.423708, expected=188.000000 predicted=186.031539, expected=252.000000 predicted=206.478798, expected=240.000000 predicted=213.577868, expected=212.000000 predicted=215.296367, expected=196.000000 predicted=210.698690, expected=252.000000 predicted=226.875184, expected=132.000000 Test MSE: 7270.373
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array([49.9212206]), array([42.44618738]), array([226.87518419])] predicted=75.494481, expected=88.000000 predicted=79.515825, expected=88.000000 predicted=79.779784, expected=80.000000 predicted=75.589422, expected=72.000000 predicted=77.663583, expected=40.000000 predicted=67.088998, expected=84.000000 predicted=77.871888, expected=40.000000 predicted=61.854798, expected=140.000000 predicted=89.621355, expected=72.000000 predicted=73.277285, expected=112.000000 predicted=86.199730, expected=60.000000 predicted=80.386301, expected=84.000000 predicted=81.024491, expected=108.000000 predicted=100.862488, expected=44.000000 predicted=72.131512, expected=96.000000 predicted=89.099259, expected=104.000000 predicted=84.171723, expected=64.000000 predicted=79.798250, expected=68.000000 predicted=81.185201, expected=40.000000 predicted=61.337849, expected=40.000000 predicted=64.254595, expected=20.000000 predicted=51.162330, expected=56.000000 predicted=49.905965, expected=148.000000 predicted=78.603815, expected=72.000000 predicted=63.206162, expected=80.000000 predicted=72.506347, expected=92.000000 predicted=76.768987, expected=72.000000 predicted=80.866084, expected=60.000000 predicted=86.305136, expected=60.000000 predicted=69.827878, expected=132.000000 predicted=91.522319, expected=80.000000 predicted=82.304856, expected=80.000000 predicted=81.965393, expected=40.000000 predicted=67.539484, expected=56.000000 predicted=69.360340, expected=28.000000 predicted=64.081230, expected=52.000000 predicted=56.258691, expected=84.000000 predicted=62.987336, expected=148.000000 predicted=82.222794, expected=92.000000 predicted=79.597892, expected=64.000000 predicted=73.983789, expected=136.000000 predicted=101.224094, expected=72.000000 predicted=91.069889, expected=104.000000 predicted=107.298633, expected=108.000000 predicted=97.804851, expected=128.000000 predicted=104.389635, expected=80.000000 predicted=102.699987, expected=44.000000 predicted=79.925235, expected=68.000000 predicted=84.761824, expected=36.000000 predicted=68.980666, expected=48.000000 predicted=66.988877, expected=84.000000 predicted=65.607191, expected=124.000000 predicted=77.025954, expected=88.000000 predicted=78.225580, expected=64.000000 predicted=71.297864, expected=112.000000 predicted=89.310817, expected=44.000000 predicted=75.949864, expected=64.000000 predicted=82.400911, expected=124.000000 predicted=90.371009, expected=64.000000 predicted=73.900632, expected=84.000000 predicted=86.711475, expected=44.000000 predicted=62.983695, expected=104.000000 predicted=83.571896, expected=84.000000 predicted=85.808237, expected=40.000000 predicted=64.635634, expected=76.000000 predicted=74.082793, expected=100.000000 predicted=76.105390, expected=100.000000 predicted=88.477385, expected=80.000000 predicted=81.601599, expected=160.000000 predicted=103.491921, expected=120.000000 predicted=106.473974, expected=100.000000 predicted=109.562954, expected=128.000000 predicted=117.183254, expected=132.000000 predicted=118.583209, expected=44.000000 predicted=103.452973, expected=56.000000 predicted=90.947461, expected=108.000000 predicted=94.983214, expected=88.000000 predicted=91.772194, expected=104.000000 predicted=96.544622, expected=48.000000 predicted=68.143015, expected=100.000000 predicted=85.727935, expected=68.000000 predicted=82.306928, expected=72.000000 predicted=79.070029, expected=96.000000 predicted=85.883647, expected=88.000000 predicted=78.010444, expected=76.000000 predicted=83.716837, expected=124.000000 predicted=93.927481, expected=100.000000 predicted=92.272002, expected=100.000000 predicted=99.124536, expected=60.000000 predicted=85.465970, expected=92.000000 predicted=90.540821, expected=60.000000 predicted=84.278727, expected=88.000000 predicted=85.180942, expected=124.000000 predicted=95.210607, expected=76.000000 predicted=80.523444, expected=56.000000 predicted=79.920927, expected=72.000000 predicted=76.207894, expected=84.000000 predicted=81.841887, expected=72.000000 predicted=81.467814, expected=68.000000 predicted=71.747164, expected=64.000000 predicted=67.412915, expected=100.000000 predicted=80.586982, expected=124.000000 predicted=92.661160, expected=100.000000 predicted=90.401118, expected=68.000000 predicted=84.068737, expected=24.000000 predicted=67.763575, expected=56.000000 predicted=74.078121, expected=48.000000 predicted=66.601626, expected=84.000000 predicted=69.592866, expected=68.000000 predicted=61.036130, expected=100.000000 predicted=69.166643, expected=60.000000 predicted=66.995325, expected=68.000000 predicted=69.729668, expected=140.000000 predicted=96.922224, expected=240.000000 predicted=135.992669, expected=160.000000 predicted=135.102108, expected=92.000000 predicted=119.558536, expected=60.000000 predicted=109.334700, expected=80.000000 predicted=116.414721, expected=112.000000 predicted=127.715660, expected=56.000000 predicted=88.701765, expected=96.000000 predicted=87.590994, expected=88.000000 predicted=81.281611, expected=116.000000 predicted=95.777661, expected=64.000000 predicted=85.300528, expected=116.000000 predicted=93.729453, expected=56.000000 predicted=82.010098, expected=124.000000 predicted=99.941132, expected=76.000000 predicted=90.268142, expected=100.000000 predicted=89.814792, expected=80.000000 predicted=91.865289, expected=124.000000 predicted=96.625865, expected=140.000000 predicted=115.786055, expected=112.000000 predicted=105.360682, expected=116.000000 predicted=113.675313, expected=160.000000 predicted=127.585304, expected=128.000000 predicted=128.683853, expected=144.000000 predicted=137.222057, expected=84.000000 predicted=115.413393, expected=148.000000 predicted=132.446745, expected=64.000000 predicted=111.317619, expected=84.000000 predicted=103.893209, expected=112.000000 predicted=109.812576, expected=148.000000 predicted=112.079199, expected=72.000000 predicted=101.976723, expected=48.000000 predicted=79.437347, expected=144.000000 predicted=109.118085, expected=84.000000 predicted=95.492903, expected=80.000000 predicted=96.986993, expected=76.000000 predicted=83.611560, expected=112.000000 predicted=90.616856, expected=128.000000 predicted=111.053144, expected=76.000000 predicted=89.229550, expected=52.000000 predicted=81.108734, expected=76.000000 predicted=83.648942, expected=112.000000 predicted=95.765116, expected=112.000000 predicted=98.098712, expected=116.000000 predicted=96.441818, expected=52.000000 predicted=78.546390, expected=52.000000 predicted=79.170315, expected=80.000000 predicted=86.554867, expected=92.000000 predicted=85.365335, expected=104.000000 predicted=89.304038, expected=144.000000 predicted=98.193633, expected=148.000000 predicted=110.422647, expected=80.000000 predicted=101.255529, expected=112.000000 predicted=113.377385, expected=60.000000 predicted=96.662053, expected=36.000000 predicted=85.118610, expected=64.000000 predicted=83.170647, expected=100.000000 predicted=79.001075, expected=92.000000 predicted=82.378712, expected=52.000000 predicted=64.878476, expected=52.000000 predicted=62.110748, expected=36.000000 predicted=58.428112, expected=44.000000 predicted=59.720416, expected=56.000000 predicted=57.424470, expected=80.000000 predicted=58.676279, expected=132.000000 predicted=80.610148, expected=116.000000 predicted=84.059919, expected=100.000000 predicted=89.540022, expected=68.000000 predicted=85.565421, expected=36.000000 predicted=75.460983, expected=100.000000 predicted=95.611295, expected=120.000000 predicted=97.134849, expected=104.000000 predicted=92.467655, expected=60.000000 predicted=77.560584, expected=48.000000 predicted=68.841341, expected=76.000000 predicted=82.920943, expected=44.000000 predicted=69.799501, expected=60.000000 predicted=66.758138, expected=64.000000 predicted=60.165840, expected=24.000000 predicted=45.161652, expected=80.000000 predicted=64.629834, expected=84.000000 predicted=63.240985, expected=84.000000 predicted=69.384063, expected=28.000000 predicted=54.872883, expected=76.000000 predicted=63.381748, expected=80.000000 predicted=73.460342, expected=116.000000 predicted=86.051061, expected=96.000000 predicted=85.008898, expected=76.000000 predicted=75.315914, expected=56.000000 predicted=77.417008, expected=28.000000 predicted=64.201855, expected=40.000000 predicted=64.582717, expected=64.000000 predicted=62.443017, expected=96.000000 predicted=68.712726, expected=108.000000 predicted=75.000028, expected=96.000000 predicted=75.422860, expected=56.000000 predicted=70.173747, expected=76.000000 predicted=80.059032, expected=48.000000 predicted=72.930643, expected=32.000000 predicted=62.594776, expected=64.000000 predicted=64.974676, expected=48.000000 predicted=51.749209, expected=48.000000 predicted=53.162786, expected=64.000000 predicted=54.084877, expected=64.000000 predicted=53.846163, expected=76.000000 predicted=64.640024, expected=68.000000 predicted=62.292191, expected=88.000000 predicted=71.424704, expected=64.000000 predicted=68.798835, expected=60.000000 predicted=67.293905, expected=76.000000 predicted=73.368497, expected=76.000000 predicted=71.982750, expected=48.000000 predicted=65.260700, expected=72.000000 predicted=67.645176, expected=72.000000 predicted=67.481239, expected=116.000000 predicted=85.427963, expected=68.000000 predicted=74.235120, expected=140.000000 predicted=96.440152, expected=68.000000 predicted=83.951355, expected=72.000000 predicted=83.695971, expected=68.000000 predicted=86.815581, expected=76.000000 predicted=77.760997, expected=56.000000 predicted=78.800079, expected=60.000000 predicted=65.119114, expected=84.000000 predicted=72.832023, expected=96.000000 predicted=77.779954, expected=84.000000 predicted=78.332337, expected=112.000000 predicted=87.960506, expected=164.000000 predicted=112.572394, expected=124.000000 predicted=112.330719, expected=120.000000 predicted=117.650234, expected=208.000000 predicted=150.013219, expected=160.000000 predicted=147.541896, expected=88.000000 predicted=133.832076, expected=64.000000 predicted=114.088147, expected=76.000000 predicted=106.355799, expected=112.000000 predicted=120.344164, expected=132.000000 predicted=115.210238, expected=116.000000 predicted=102.622872, expected=64.000000 predicted=85.936656, expected=136.000000 predicted=111.615588, expected=96.000000 predicted=105.205587, expected=60.000000 predicted=92.658393, expected=64.000000 predicted=86.684600, expected=80.000000 predicted=79.461932, expected=64.000000 predicted=81.195630, expected=72.000000 predicted=74.449648, expected=156.000000 predicted=99.151927, expected=60.000000 predicted=75.526275, expected=64.000000 predicted=79.742759, expected=60.000000 predicted=74.723898, expected=44.000000 predicted=65.082789, expected=28.000000 predicted=65.141124, expected=60.000000 predicted=54.458654, expected=88.000000 predicted=64.407590, expected=52.000000 predicted=54.836794, expected=36.000000 predicted=48.561415, expected=76.000000 predicted=59.544104, expected=60.000000 predicted=59.791234, expected=28.000000 predicted=52.102861, expected=60.000000 predicted=54.988950, expected=72.000000 predicted=56.719484, expected=92.000000 predicted=71.542072, expected=80.000000 predicted=69.757949, expected=44.000000 predicted=56.351045, expected=32.000000 predicted=55.932520, expected=24.000000 predicted=49.184416, expected=68.000000 predicted=60.610257, expected=96.000000 predicted=67.846660, expected=56.000000 predicted=53.572588, expected=52.000000 predicted=54.188153, expected=72.000000 predicted=61.419682, expected=32.000000 predicted=54.117227, expected=60.000000 predicted=63.853332, expected=72.000000 predicted=60.664942, expected=48.000000 predicted=52.841292, expected=80.000000 predicted=67.324241, expected=92.000000 predicted=68.276805, expected=104.000000 predicted=81.423340, expected=52.000000 predicted=70.104845, expected=44.000000 predicted=62.670340, expected=92.000000 predicted=80.706038, expected=120.000000 predicted=91.493794, expected=56.000000 predicted=74.820758, expected=76.000000 predicted=74.673078, expected=56.000000 predicted=67.248954, expected=36.000000 predicted=63.506330, expected=68.000000 predicted=72.764043, expected=92.000000 predicted=69.112517, expected=108.000000 predicted=81.323315, expected=48.000000 predicted=63.377858, expected=44.000000 predicted=59.578016, expected=68.000000 predicted=69.985639, expected=16.000000 predicted=51.363927, expected=52.000000 predicted=59.433771, expected=100.000000 predicted=64.942779, expected=88.000000 predicted=65.123412, expected=64.000000 predicted=66.625747, expected=68.000000 predicted=63.087607, expected=68.000000 predicted=69.569808, expected=60.000000 predicted=72.330139, expected=48.000000 predicted=63.408906, expected=44.000000 predicted=55.348798, expected=120.000000 predicted=80.409002, expected=64.000000 predicted=65.595224, expected=52.000000 predicted=62.526854, expected=72.000000 predicted=68.147538, expected=24.000000 predicted=49.640780, expected=68.000000 predicted=71.369813, expected=68.000000 predicted=60.407608, expected=60.000000 predicted=56.781282, expected=32.000000 predicted=51.317391, expected=68.000000 predicted=54.626787, expected=88.000000 predicted=69.220578, expected=20.000000 predicted=47.627202, expected=56.000000 predicted=56.814307, expected=44.000000 predicted=47.284766, expected=32.000000 predicted=46.442587, expected=44.000000 predicted=50.544454, expected=36.000000 predicted=35.852442, expected=36.000000 predicted=40.941368, expected=44.000000 predicted=40.948851, expected=24.000000 predicted=32.368338, expected=88.000000 predicted=55.745339, expected=76.000000 predicted=55.086497, expected=60.000000 predicted=55.012845, expected=68.000000 predicted=62.505621, expected=76.000000 predicted=64.098354, expected=92.000000 predicted=80.824388, expected=104.000000 predicted=85.349409, expected=104.000000 predicted=87.530051, expected=136.000000 predicted=104.929198, expected=104.000000 predicted=101.252845, expected=72.000000 predicted=94.728218, expected=56.000000 predicted=87.430227, expected=76.000000 predicted=87.153287, expected=68.000000 predicted=83.488684, expected=64.000000 predicted=73.188306, expected=96.000000 predicted=78.406475, expected=40.000000 predicted=58.773996, expected=40.000000 predicted=59.740398, expected=80.000000 predicted=68.620086, expected=56.000000 predicted=59.120874, expected=44.000000 predicted=59.154496, expected=80.000000 predicted=61.958045, expected=192.000000 predicted=104.999503, expected=188.000000 predicted=125.027562, expected=120.000000 predicted=113.874346, expected=84.000000 predicted=107.731959, expected=76.000000 predicted=107.190889, expected=80.000000 predicted=115.106827, expected=72.000000 predicted=100.363804, expected=92.000000 predicted=90.929621, expected=72.000000 predicted=77.603648, expected=64.000000 predicted=73.075529, expected=72.000000 predicted=75.144757, expected=24.000000 predicted=54.587140, expected=28.000000 predicted=53.266465, expected=48.000000 predicted=51.317442, expected=128.000000 predicted=77.094401, expected=56.000000 predicted=59.166278, expected=96.000000 predicted=71.223703, expected=160.000000 predicted=102.236470, expected=76.000000 predicted=83.800028, expected=64.000000 predicted=93.864032, expected=108.000000 predicted=94.895753, expected=56.000000 predicted=80.272450, expected=48.000000 predicted=82.404860, expected=76.000000 predicted=73.321070, expected=80.000000 predicted=71.195420, expected=32.000000 predicted=61.070478, expected=48.000000 predicted=55.806159, expected=80.000000 predicted=63.613833, expected=60.000000 predicted=61.265270, expected=52.000000 predicted=60.065563, expected=44.000000 predicted=49.485890, expected=52.000000 predicted=53.408751, expected=76.000000 predicted=65.628792, expected=52.000000 predicted=54.849705, expected=56.000000 predicted=56.267946, expected=64.000000 predicted=58.298350, expected=48.000000 predicted=53.973398, expected=36.000000 predicted=52.254583, expected=80.000000 predicted=62.013912, expected=28.000000 predicted=44.632226, expected=72.000000 predicted=60.941120, expected=88.000000 predicted=65.454187, expected=72.000000 predicted=61.975260, expected=40.000000 predicted=60.650253, expected=120.000000 predicted=80.233457, expected=60.000000 predicted=68.917079, expected=92.000000 predicted=84.116349, expected=72.000000 predicted=76.063588, expected=84.000000 predicted=75.038062, expected=124.000000 predicted=103.173727, expected=44.000000 predicted=67.998706, expected=60.000000 predicted=77.405800, expected=56.000000 predicted=68.121060, expected=40.000000 predicted=59.446793, expected=52.000000 predicted=65.126625, expected=72.000000 predicted=57.185409, expected=72.000000 predicted=61.742054, expected=20.000000 predicted=44.907781, expected=64.000000 predicted=56.155876, expected=68.000000 predicted=58.391898, expected=56.000000 predicted=58.086678, expected=60.000000 predicted=60.484087, expected=120.000000 predicted=75.297962, expected=40.000000 predicted=59.638346, expected=16.000000 predicted=51.675593, expected=28.000000 predicted=47.417133, expected=32.000000 predicted=41.749222, expected=36.000000 predicted=48.075902, expected=44.000000 predicted=36.623835, expected=96.000000 predicted=54.126388, expected=80.000000 predicted=57.764542, expected=44.000000 predicted=52.294843, expected=60.000000 predicted=59.998372, expected=56.000000 predicted=58.094666, expected=36.000000 Test MSE: 1027.225
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615])] predicted=82.928300, expected=76.000000 predicted=79.223357, expected=76.000000 predicted=74.650236, expected=44.000000 predicted=52.974830, expected=44.000000 predicted=56.767047, expected=140.000000 predicted=102.804050, expected=64.000000 predicted=76.871309, expected=108.000000 predicted=85.503340, expected=24.000000 predicted=54.253250, expected=28.000000 predicted=58.326179, expected=12.000000 predicted=58.153773, expected=4.000000 predicted=37.834025, expected=20.000000 predicted=37.570607, expected=12.000000 predicted=17.417747, expected=28.000000 predicted=21.153195, expected=52.000000 predicted=26.495282, expected=52.000000 predicted=32.522090, expected=60.000000 predicted=40.680199, expected=88.000000 predicted=52.747002, expected=36.000000 predicted=48.263923, expected=24.000000 predicted=44.162482, expected=36.000000 predicted=42.706201, expected=36.000000 predicted=47.710118, expected=44.000000 predicted=49.948682, expected=32.000000 predicted=34.184564, expected=32.000000 predicted=32.086565, expected=24.000000 predicted=31.137835, expected=16.000000 predicted=27.946328, expected=20.000000 predicted=27.122336, expected=16.000000 predicted=22.683379, expected=60.000000 predicted=35.534856, expected=20.000000 predicted=26.473952, expected=32.000000 predicted=26.934048, expected=40.000000 predicted=29.113646, expected=20.000000 predicted=29.478799, expected=24.000000 predicted=32.637776, expected=12.000000 predicted=20.289275, expected=48.000000 predicted=33.747963, expected=12.000000 predicted=25.747258, expected=48.000000 predicted=30.844298, expected=32.000000 predicted=28.367170, expected=16.000000 predicted=25.617193, expected=48.000000 predicted=35.454591, expected=28.000000 predicted=29.595008, expected=44.000000 predicted=39.872004, expected=80.000000 predicted=47.218304, expected=16.000000 predicted=35.002056, expected=40.000000 predicted=40.220859, expected=32.000000 predicted=33.785331, expected=20.000000 predicted=38.486865, expected=4.000000 predicted=29.355767, expected=24.000000 predicted=20.807836, expected=24.000000 predicted=26.367759, expected=24.000000 predicted=24.511590, expected=24.000000 predicted=20.009615, expected=16.000000 predicted=16.825193, expected=40.000000 predicted=27.684258, expected=12.000000 predicted=21.899341, expected=56.000000 predicted=33.590072, expected=68.000000 predicted=41.635978, expected=28.000000 predicted=36.562713, expected=28.000000 predicted=33.296204, expected=52.000000 predicted=37.370067, expected=20.000000 predicted=41.601114, expected=12.000000 predicted=32.966887, expected=24.000000 predicted=23.646934, expected=24.000000 predicted=27.399219, expected=24.000000 predicted=29.189919, expected=60.000000 predicted=32.936457, expected=16.000000 predicted=24.749893, expected=16.000000 predicted=23.969199, expected=16.000000 predicted=20.015783, expected=20.000000 predicted=25.347392, expected=32.000000 predicted=31.613727, expected=20.000000 predicted=20.317935, expected=12.000000 predicted=17.130008, expected=16.000000 predicted=16.639698, expected=12.000000 predicted=17.457867, expected=36.000000 predicted=25.707733, expected=8.000000 predicted=16.538814, expected=24.000000 predicted=18.283083, expected=12.000000 predicted=15.009044, expected=16.000000 predicted=17.875256, expected=32.000000 predicted=24.076325, expected=16.000000 predicted=17.879516, expected=60.000000 predicted=32.986469, expected=16.000000 predicted=23.026689, expected=32.000000 predicted=28.227217, expected=24.000000 predicted=25.968546, expected=12.000000 predicted=24.330343, expected=20.000000 predicted=27.527729, expected=28.000000 predicted=22.557584, expected=20.000000 predicted=24.319102, expected=32.000000 predicted=24.295004, expected=24.000000 predicted=21.671651, expected=12.000000 predicted=20.524951, expected=12.000000 predicted=18.445399, expected=24.000000 predicted=20.769267, expected=4.000000 predicted=17.616340, expected=12.000000 predicted=14.449840, expected=20.000000 predicted=13.825515, expected=16.000000 predicted=16.088124, expected=20.000000 predicted=17.474501, expected=12.000000 predicted=12.100466, expected=44.000000 predicted=24.278135, expected=8.000000 predicted=18.757494, expected=40.000000 predicted=25.667375, expected=40.000000 predicted=27.882129, expected=32.000000 predicted=30.906854, expected=44.000000 predicted=35.934790, expected=32.000000 predicted=30.110678, expected=8.000000 predicted=28.565292, expected=28.000000 predicted=28.508691, expected=40.000000 predicted=32.876393, expected=8.000000 predicted=27.284254, expected=28.000000 predicted=23.692150, expected=4.000000 predicted=13.855678, expected=20.000000 predicted=22.396743, expected=44.000000 predicted=28.571543, expected=32.000000 predicted=26.027266, expected=20.000000 predicted=24.065540, expected=20.000000 predicted=18.249312, expected=36.000000 predicted=28.870428, expected=12.000000 predicted=27.266917, expected=12.000000 predicted=20.404349, expected=16.000000 predicted=16.715366, expected=12.000000 predicted=17.891616, expected=36.000000 predicted=25.271940, expected=36.000000 predicted=23.789487, expected=28.000000 predicted=24.443090, expected=8.000000 predicted=17.561300, expected=28.000000 predicted=22.255343, expected=8.000000 predicted=22.266487, expected=8.000000 predicted=19.298266, expected=20.000000 predicted=16.629078, expected=20.000000 predicted=16.719246, expected=24.000000 predicted=20.840290, expected=24.000000 predicted=17.390671, expected=28.000000 predicted=20.905107, expected=8.000000 predicted=18.000288, expected=4.000000 predicted=14.267066, expected=32.000000 predicted=21.251178, expected=24.000000 predicted=23.201090, expected=44.000000 predicted=29.171879, expected=24.000000 predicted=21.034123, expected=16.000000 predicted=20.307978, expected=36.000000 predicted=28.605850, expected=100.000000 predicted=52.363089, expected=12.000000 predicted=38.919620, expected=24.000000 predicted=29.731906, expected=28.000000 predicted=26.073939, expected=40.000000 predicted=43.144457, expected=24.000000 predicted=42.397787, expected=32.000000 predicted=25.708242, expected=28.000000 predicted=27.658537, expected=8.000000 predicted=23.658397, expected=48.000000 predicted=33.010633, expected=16.000000 predicted=24.976243, expected=24.000000 predicted=27.102478, expected=32.000000 predicted=24.827430, expected=24.000000 predicted=24.959457, expected=4.000000 predicted=22.736667, expected=24.000000 predicted=18.946198, expected=48.000000 predicted=30.292463, expected=36.000000 predicted=32.841906, expected=20.000000 predicted=24.521486, expected=20.000000 predicted=19.730386, expected=20.000000 predicted=25.425830, expected=20.000000 predicted=28.455711, expected=44.000000 predicted=31.007257, expected=36.000000 predicted=28.974811, expected=24.000000 predicted=26.602693, expected=44.000000 predicted=30.789512, expected=36.000000 predicted=33.487858, expected=20.000000 predicted=33.208335, expected=24.000000 predicted=27.998787, expected=32.000000 predicted=29.272533, expected=32.000000 predicted=33.838322, expected=76.000000 predicted=44.657879, expected=20.000000 predicted=31.756787, expected=24.000000 predicted=30.682620, expected=24.000000 predicted=28.219347, expected=56.000000 predicted=43.138449, expected=52.000000 predicted=49.140859, expected=68.000000 predicted=45.107433, expected=76.000000 predicted=52.041621, expected=52.000000 predicted=52.152508, expected=44.000000 predicted=53.672600, expected=48.000000 predicted=52.554330, expected=4.000000 predicted=42.320440, expected=4.000000 predicted=33.202850, expected=8.000000 predicted=22.942559, expected=4.000000 predicted=19.616830, expected=4.000000 predicted=14.030836, expected=48.000000 predicted=18.103533, expected=64.000000 predicted=31.390032, expected=48.000000 predicted=34.325325, expected=36.000000 predicted=29.976796, expected=20.000000 predicted=27.452410, expected=28.000000 predicted=37.539121, expected=32.000000 predicted=39.379520, expected=20.000000 predicted=31.285053, expected=40.000000 predicted=31.588118, expected=28.000000 predicted=27.407330, expected=48.000000 predicted=36.107210, expected=24.000000 predicted=30.209844, expected=68.000000 predicted=42.336730, expected=16.000000 predicted=33.944062, expected=52.000000 predicted=40.532630, expected=40.000000 predicted=39.981128, expected=68.000000 predicted=49.598423, expected=24.000000 predicted=43.412533, expected=28.000000 predicted=32.489744, expected=20.000000 predicted=33.430005, expected=16.000000 predicted=30.541958, expected=32.000000 predicted=34.679650, expected=24.000000 predicted=24.857935, expected=24.000000 predicted=24.834031, expected=16.000000 predicted=19.638671, expected=20.000000 predicted=20.466110, expected=24.000000 predicted=24.119886, expected=28.000000 predicted=24.468603, expected=36.000000 predicted=27.260246, expected=32.000000 predicted=26.717278, expected=40.000000 predicted=31.029504, expected=36.000000 predicted=32.461747, expected=20.000000 predicted=29.273290, expected=28.000000 predicted=30.112063, expected=28.000000 predicted=29.852187, expected=24.000000 predicted=30.104647, expected=16.000000 predicted=24.044998, expected=32.000000 predicted=24.839961, expected=16.000000 predicted=23.321453, expected=24.000000 predicted=23.943644, expected=8.000000 predicted=17.103417, expected=12.000000 predicted=16.159093, expected=20.000000 predicted=19.464138, expected=40.000000 predicted=24.683192, expected=16.000000 predicted=21.171401, expected=16.000000 predicted=16.263854, expected=16.000000 predicted=16.397791, expected=16.000000 predicted=19.988863, expected=8.000000 predicted=18.691340, expected=32.000000 predicted=19.601028, expected=64.000000 predicted=33.389384, expected=40.000000 predicted=33.583263, expected=4.000000 predicted=20.864874, expected=8.000000 predicted=15.893281, expected=28.000000 predicted=28.091347, expected=40.000000 predicted=38.477930, expected=16.000000 predicted=24.740310, expected=120.000000 predicted=48.578857, expected=60.000000 predicted=49.149755, expected=40.000000 predicted=48.522621, expected=20.000000 predicted=35.647081, expected=20.000000 predicted=35.740877, expected=20.000000 predicted=48.872451, expected=16.000000 predicted=30.195377, expected=40.000000 predicted=30.256881, expected=28.000000 predicted=25.632723, expected=28.000000 predicted=25.883723, expected=20.000000 predicted=22.392790, expected=32.000000 predicted=26.641129, expected=24.000000 predicted=29.195112, expected=16.000000 predicted=23.398117, expected=8.000000 predicted=17.943510, expected=128.000000 predicted=54.105157, expected=12.000000 predicted=38.668577, expected=12.000000 predicted=27.707921, expected=8.000000 predicted=16.155217, expected=8.000000 predicted=23.954816, expected=12.000000 predicted=37.488149, expected=44.000000 predicted=21.495740, expected=32.000000 predicted=23.237297, expected=28.000000 predicted=22.475917, expected=4.000000 predicted=14.680282, expected=8.000000 predicted=15.757841, expected=20.000000 predicted=23.541375, expected=32.000000 predicted=25.598167, expected=36.000000 predicted=26.450115, expected=28.000000 predicted=21.274655, expected=16.000000 predicted=19.399587, expected=16.000000 predicted=20.946828, expected=36.000000 predicted=29.076076, expected=4.000000 predicted=21.742345, expected=24.000000 predicted=21.211814, expected=40.000000 predicted=24.549937, expected=28.000000 predicted=26.791990, expected=4.000000 predicted=20.177102, expected=8.000000 predicted=11.747322, expected=24.000000 predicted=21.220518, expected=4.000000 predicted=19.155880, expected=24.000000 predicted=18.122687, expected=56.000000 predicted=25.358273, expected=32.000000 predicted=27.417792, expected=28.000000 predicted=27.486522, expected=16.000000 predicted=19.596624, expected=12.000000 predicted=23.442761, expected=12.000000 predicted=25.787327, expected=36.000000 predicted=26.450094, expected=12.000000 predicted=20.298181, expected=32.000000 predicted=21.753146, expected=8.000000 predicted=15.126586, expected=28.000000 predicted=21.366599, expected=16.000000 predicted=22.062692, expected=12.000000 predicted=16.562141, expected=32.000000 predicted=23.573119, expected=48.000000 predicted=28.121870, expected=44.000000 predicted=34.780952, expected=36.000000 predicted=30.744535, expected=48.000000 predicted=35.050721, expected=24.000000 predicted=35.092362, expected=40.000000 predicted=40.190749, expected=20.000000 predicted=32.665166, expected=20.000000 predicted=29.381146, expected=32.000000 predicted=31.666718, expected=32.000000 predicted=29.277419, expected=16.000000 predicted=26.667176, expected=24.000000 predicted=22.260306, expected=12.000000 predicted=19.618427, expected=20.000000 predicted=23.033565, expected=16.000000 predicted=20.265013, expected=12.000000 predicted=15.836706, expected=16.000000 predicted=16.731522, expected=12.000000 predicted=13.740871, expected=28.000000 predicted=19.795413, expected=36.000000 predicted=23.508240, expected=4.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=15.698650, expected=24.000000 predicted=18.465973, expected=16.000000 predicted=17.448375, expected=24.000000 predicted=24.063071, expected=4.000000 predicted=16.995463, expected=40.000000 predicted=20.437453, expected=8.000000 predicted=18.575075, expected=36.000000 predicted=23.758850, expected=8.000000 predicted=17.608099, expected=32.000000 predicted=21.298387, expected=16.000000 predicted=23.565359, expected=20.000000 predicted=18.966285, expected=44.000000 predicted=29.944231, expected=24.000000 predicted=23.943802, expected=32.000000 predicted=29.225940, expected=8.000000 predicted=18.821459, expected=20.000000 predicted=22.113402, expected=16.000000 predicted=24.075410, expected=8.000000 predicted=17.241952, expected=8.000000 predicted=14.845628, expected=20.000000 predicted=13.513403, expected=20.000000 predicted=17.626079, expected=20.000000 predicted=16.938019, expected=28.000000 predicted=18.157241, expected=16.000000 predicted=17.262799, expected=28.000000 predicted=22.540073, expected=36.000000 predicted=26.376188, expected=52.000000 predicted=34.585614, expected=24.000000 predicted=30.325732, expected=24.000000 predicted=25.954757, expected=16.000000 predicted=25.069328, expected=4.000000 predicted=22.349779, expected=4.000000 predicted=19.652516, expected=24.000000 predicted=17.899245, expected=20.000000 predicted=18.712698, expected=12.000000 predicted=14.144552, expected=8.000000 predicted=9.116663, expected=16.000000 Test MSE: 370.084
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329])] predicted=41.646810, expected=36.000000 predicted=40.505801, expected=36.000000 predicted=39.238774, expected=16.000000 predicted=30.711347, expected=16.000000 predicted=24.048367, expected=56.000000 predicted=38.705559, expected=72.000000 predicted=54.892632, expected=16.000000 predicted=37.554612, expected=8.000000 predicted=18.149150, expected=44.000000 predicted=27.722275, expected=36.000000 predicted=39.782525, expected=40.000000 predicted=44.983715, expected=68.000000 predicted=46.443174, expected=60.000000 predicted=49.139652, expected=24.000000 predicted=41.348971, expected=24.000000 predicted=30.773792, expected=36.000000 predicted=33.748744, expected=12.000000 predicted=31.146625, expected=36.000000 predicted=35.052454, expected=64.000000 predicted=43.216170, expected=64.000000 predicted=52.318309, expected=32.000000 predicted=43.191688, expected=32.000000 predicted=31.541030, expected=20.000000 predicted=28.397337, expected=12.000000 predicted=27.649589, expected=56.000000 predicted=43.566570, expected=56.000000 predicted=46.062386, expected=32.000000 predicted=39.612716, expected=24.000000 predicted=28.191758, expected=24.000000 predicted=23.150793, expected=32.000000 predicted=34.977689, expected=52.000000 predicted=45.097525, expected=52.000000 predicted=45.177581, expected=28.000000 predicted=34.895453, expected=32.000000 predicted=31.616298, expected=36.000000 predicted=34.010385, expected=40.000000 predicted=41.103571, expected=16.000000 predicted=31.267208, expected=28.000000 predicted=26.734970, expected=20.000000 predicted=24.420441, expected=60.000000 predicted=42.205932, expected=48.000000 predicted=45.483380, expected=28.000000 predicted=33.072976, expected=28.000000 predicted=30.157928, expected=16.000000 predicted=22.023954, expected=4.000000 predicted=21.923702, expected=36.000000 predicted=29.308969, expected=8.000000 predicted=18.549229, expected=32.000000 predicted=25.659756, expected=8.000000 predicted=15.202144, expected=16.000000 predicted=13.651451, expected=20.000000 predicted=21.104168, expected=4.000000 predicted=10.320303, expected=4.000000 predicted=11.557196, expected=16.000000 predicted=10.491800, expected=16.000000 predicted=14.841370, expected=16.000000 predicted=16.454750, expected=16.000000 predicted=13.208842, expected=20.000000 predicted=15.267922, expected=20.000000 predicted=18.667550, expected=28.000000 predicted=22.579466, expected=28.000000 predicted=24.410016, expected=12.000000 predicted=18.252343, expected=16.000000 predicted=17.311271, expected=24.000000 predicted=20.358684, expected=16.000000 predicted=20.569850, expected=28.000000 predicted=24.473870, expected=8.000000 predicted=14.422868, expected=20.000000 predicted=17.342680, expected=12.000000 predicted=16.129866, expected=12.000000 predicted=13.986024, expected=4.000000 predicted=11.774059, expected=28.000000 predicted=16.569318, expected=24.000000 predicted=21.755393, expected=12.000000 predicted=16.194785, expected=24.000000 predicted=18.375450, expected=8.000000 predicted=11.771331, expected=8.000000 predicted=14.157394, expected=28.000000 predicted=20.307439, expected=12.000000 predicted=15.478395, expected=8.000000 predicted=14.211395, expected=16.000000 predicted=12.024997, expected=24.000000 predicted=17.315264, expected=24.000000 predicted=23.652327, expected=16.000000 predicted=17.561104, expected=4.000000 predicted=9.934481, expected=12.000000 predicted=11.836404, expected=36.000000 predicted=24.570759, expected=36.000000 predicted=30.412666, expected=48.000000 predicted=36.157570, expected=16.000000 predicted=22.646963, expected=8.000000 predicted=15.462028, expected=28.000000 predicted=24.499292, expected=12.000000 predicted=21.216451, expected=20.000000 predicted=24.666743, expected=24.000000 predicted=19.873409, expected=12.000000 predicted=15.077252, expected=32.000000 predicted=25.317231, expected=8.000000 predicted=15.035204, expected=36.000000 predicted=25.546651, expected=32.000000 predicted=28.343379, expected=4.000000 predicted=15.971619, expected=40.000000 predicted=28.486866, expected=24.000000 predicted=22.745156, expected=4.000000 predicted=19.655816, expected=28.000000 predicted=22.347470, expected=8.000000 predicted=12.326283, expected=20.000000 predicted=22.376733, expected=4.000000 predicted=12.160878, expected=48.000000 predicted=25.385012, expected=24.000000 predicted=27.768980, expected=48.000000 predicted=33.243396, expected=12.000000 predicted=23.106584, expected=24.000000 predicted=20.178388, expected=12.000000 predicted=22.885001, expected=4.000000 predicted=13.313021, expected=32.000000 predicted=26.283312, expected=24.000000 predicted=21.371648, expected=24.000000 predicted=24.340056, expected=20.000000 predicted=19.211138, expected=24.000000 predicted=19.229057, expected=28.000000 predicted=27.015081, expected=24.000000 predicted=24.935386, expected=24.000000 predicted=24.294077, expected=16.000000 predicted=19.784809, expected=12.000000 predicted=17.155509, expected=16.000000 predicted=17.866743, expected=12.000000 predicted=15.808696, expected=16.000000 predicted=16.718123, expected=12.000000 predicted=13.762709, expected=12.000000 predicted=12.519215, expected=32.000000 predicted=21.448670, expected=36.000000 predicted=27.078836, expected=24.000000 predicted=25.473643, expected=8.000000 predicted=15.468141, expected=20.000000 predicted=16.498967, expected=4.000000 predicted=14.980811, expected=20.000000 predicted=19.720567, expected=24.000000 predicted=20.616817, expected=44.000000 predicted=28.714512, expected=16.000000 predicted=23.698675, expected=20.000000 predicted=18.105121, expected=32.000000 predicted=25.072475, expected=8.000000 predicted=19.207315, expected=36.000000 predicted=30.140691, expected=16.000000 predicted=20.070010, expected=44.000000 predicted=31.239847, expected=20.000000 predicted=27.421852, expected=16.000000 predicted=18.668772, expected=20.000000 predicted=22.384596, expected=28.000000 predicted=23.056294, expected=28.000000 predicted=30.224207, expected=36.000000 predicted=29.354520, expected=16.000000 predicted=22.020843, expected=4.000000 predicted=14.096528, expected=32.000000 predicted=23.084006, expected=12.000000 predicted=20.042586, expected=24.000000 predicted=24.100562, expected=36.000000 predicted=25.663149, expected=24.000000 predicted=22.903521, expected=20.000000 predicted=24.729709, expected=12.000000 predicted=15.552451, expected=8.000000 predicted=14.454100, expected=28.000000 predicted=23.337121, expected=8.000000 predicted=16.394439, expected=8.000000 predicted=12.550782, expected=8.000000 predicted=8.901209, expected=4.000000 predicted=7.005773, expected=12.000000 predicted=12.884339, expected=4.000000 predicted=6.819884, expected=8.000000 predicted=7.424951, expected=32.000000 predicted=17.697470, expected=16.000000 predicted=16.277503, expected=8.000000 predicted=12.861259, expected=16.000000 predicted=11.454211, expected=20.000000 predicted=15.869479, expected=12.000000 predicted=18.483734, expected=8.000000 predicted=11.771133, expected=4.000000 predicted=7.023701, expected=8.000000 predicted=9.162009, expected=32.000000 predicted=20.445708, expected=8.000000 predicted=14.331203, expected=28.000000 predicted=18.695839, expected=16.000000 predicted=15.330818, expected=16.000000 predicted=16.094957, expected=4.000000 predicted=13.967904, expected=20.000000 predicted=13.705118, expected=4.000000 predicted=13.149887, expected=4.000000 predicted=8.434744, expected=8.000000 predicted=8.237357, expected=20.000000 predicted=12.274001, expected=4.000000 predicted=11.385932, expected=12.000000 predicted=8.957484, expected=8.000000 predicted=7.776294, expected=4.000000 predicted=7.070802, expected=60.000000 predicted=31.457212, expected=20.000000 predicted=24.125625, expected=36.000000 predicted=28.520100, expected=12.000000 predicted=17.570683, expected=20.000000 predicted=17.888582, expected=20.000000 predicted=27.568488, expected=20.000000 predicted=20.591484, expected=4.000000 predicted=16.243654, expected=28.000000 predicted=17.968872, expected=32.000000 predicted=25.427040, expected=20.000000 predicted=23.506332, expected=20.000000 predicted=20.632143, expected=40.000000 predicted=25.546571, expected=36.000000 predicted=33.542089, expected=28.000000 predicted=31.545756, expected=8.000000 predicted=18.535319, expected=16.000000 predicted=17.175418, expected=36.000000 predicted=29.449798, expected=12.000000 predicted=23.430757, expected=44.000000 predicted=30.942970, expected=32.000000 predicted=27.451031, expected=36.000000 predicted=31.618362, expected=44.000000 predicted=38.186848, expected=52.000000 predicted=40.068014, expected=32.000000 predicted=40.402293, expected=16.000000 predicted=27.492257, expected=76.000000 predicted=48.223936, expected=60.000000 predicted=55.636498, expected=28.000000 predicted=45.181840, expected=12.000000 predicted=25.530735, expected=20.000000 predicted=20.901805, expected=4.000000 predicted=25.372577, expected=12.000000 predicted=21.207413, expected=32.000000 predicted=23.024714, expected=32.000000 predicted=25.213097, expected=12.000000 predicted=19.888137, expected=12.000000 predicted=12.639588, expected=12.000000 predicted=12.979437, expected=16.000000 predicted=18.455511, expected=12.000000 predicted=16.962502, expected=8.000000 predicted=10.696831, expected=4.000000 predicted=7.752211, expected=8.000000 predicted=8.225498, expected=4.000000 predicted=7.650845, expected=12.000000 predicted=9.524317, expected=8.000000 predicted=8.357429, expected=44.000000 predicted=22.777372, expected=20.000000 predicted=21.200123, expected=8.000000 predicted=13.606665, expected=8.000000 predicted=10.526044, expected=4.000000 predicted=7.734132, expected=4.000000 predicted=13.116470, expected=16.000000 predicted=12.519117, expected=16.000000 predicted=12.743554, expected=12.000000 predicted=12.089347, expected=4.000000 predicted=7.144112, expected=12.000000 predicted=8.752539, expected=16.000000 predicted=13.858833, expected=16.000000 predicted=15.295203, expected=4.000000 predicted=9.620687, expected=4.000000 predicted=5.618820, expected=4.000000 predicted=6.203747, expected=24.000000 predicted=15.325493, expected=8.000000 predicted=12.635277, expected=16.000000 predicted=11.930748, expected=8.000000 predicted=9.094714, expected=12.000000 predicted=10.216180, expected=4.000000 predicted=10.578622, expected=4.000000 predicted=6.055630, expected=4.000000 predicted=6.679836, expected=4.000000 predicted=5.068349, expected=16.000000 predicted=10.687345, expected=8.000000 predicted=8.391573, expected=8.000000 predicted=7.751465, expected=4.000000 predicted=5.462122, expected=8.000000 predicted=6.549357, expected=8.000000 predicted=9.219064, expected=8.000000 predicted=7.922182, expected=12.000000 predicted=9.539339, expected=4.000000 predicted=6.385390, expected=20.000000 predicted=12.552371, expected=4.000000 predicted=8.691880, expected=4.000000 predicted=6.636309, expected=8.000000 predicted=7.544658, expected=8.000000 predicted=7.146939, expected=20.000000 predicted=15.292596, expected=8.000000 predicted=9.756143, expected=8.000000 predicted=8.348509, expected=8.000000 predicted=8.174402, expected=8.000000 predicted=8.422591, expected=4.000000 predicted=8.722814, expected=20.000000 predicted=12.155121, expected=4.000000 predicted=8.631288, expected=12.000000 predicted=9.876414, expected=12.000000 predicted=10.239160, expected=24.000000 predicted=15.604787, expected=4.000000 predicted=12.690537, expected=4.000000 predicted=6.342535, expected=20.000000 predicted=12.975620, expected=4.000000 predicted=9.947939, expected=4.000000 predicted=9.607838, expected=4.000000 predicted=4.239593, expected=12.000000 predicted=7.924823, expected=8.000000 predicted=10.719826, expected=8.000000 predicted=7.359644, expected=20.000000 predicted=12.171923, expected=4.000000 predicted=8.354863, expected=4.000000 predicted=7.382398, expected=32.000000 predicted=17.007781, expected=16.000000 predicted=16.757166, expected=8.000000 predicted=14.419963, expected=20.000000 predicted=13.296869, expected=4.000000 predicted=9.174552, expected=20.000000 predicted=18.490787, expected=20.000000 predicted=17.171971, expected=12.000000 predicted=13.962212, expected=8.000000 predicted=12.576340, expected=28.000000 predicted=16.615892, expected=4.000000 predicted=13.763560, expected=16.000000 predicted=15.041417, expected=16.000000 predicted=13.895002, expected=16.000000 predicted=14.602700, expected=12.000000 predicted=16.353135, expected=4.000000 predicted=7.614178, expected=16.000000 predicted=12.884150, expected=4.000000 predicted=9.689743, expected=4.000000 predicted=7.904922, expected=8.000000 predicted=7.475288, expected=8.000000 predicted=6.989100, expected=8.000000 predicted=9.403506, expected=12.000000 predicted=8.714509, expected=4.000000 predicted=6.399948, expected=4.000000 predicted=5.801313, expected=12.000000 predicted=8.421464, expected=8.000000 predicted=8.566241, expected=4.000000 predicted=7.315680, expected=16.000000 predicted=9.552203, expected=4.000000 predicted=7.043142, expected=8.000000 predicted=8.638105, expected=8.000000 predicted=7.568422, expected=24.000000 predicted=14.108473, expected=4.000000 predicted=11.428684, expected=8.000000 predicted=7.882246, expected=8.000000 predicted=7.849894, expected=12.000000 predicted=10.153435, expected=12.000000 predicted=13.686839, expected=8.000000 predicted=8.484967, expected=8.000000 predicted=8.458196, expected=8.000000 predicted=8.194305, expected=4.000000 predicted=7.259978, expected=28.000000 predicted=16.282721, expected=20.000000 predicted=17.152709, expected=20.000000 predicted=17.694712, expected=24.000000 predicted=18.828839, expected=24.000000 predicted=19.631549, expected=4.000000 predicted=16.244512, expected=8.000000 predicted=11.822477, expected=4.000000 predicted=9.160996, expected=8.000000 predicted=10.819874, expected=20.000000 predicted=15.750706, expected=16.000000 predicted=13.187684, expected=12.000000 predicted=12.552628, expected=8.000000 predicted=9.079124, expected=24.000000 predicted=15.659238, expected=12.000000 predicted=16.080726, expected=20.000000 predicted=17.313856, expected=8.000000 predicted=12.199618, expected=16.000000 predicted=13.168075, expected=8.000000 predicted=13.409755, expected=12.000000 predicted=11.694333, expected=8.000000 predicted=11.480278, expected=16.000000 predicted=12.016798, expected=4.000000 Test MSE: 155.284
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984])] predicted=5.594402, expected=20.000000 predicted=10.117503, expected=8.000000 predicted=8.202264, expected=4.000000 predicted=9.141031, expected=24.000000 predicted=11.227389, expected=4.000000 predicted=10.330180, expected=4.000000 predicted=11.866546, expected=4.000000 predicted=6.246456, expected=4.000000 predicted=8.208657, expected=8.000000 predicted=6.889533, expected=12.000000 predicted=6.169913, expected=4.000000 predicted=5.952434, expected=4.000000 predicted=6.330989, expected=4.000000 predicted=5.502493, expected=8.000000 predicted=6.952809, expected=8.000000 predicted=6.197361, expected=16.000000 predicted=8.039305, expected=4.000000 predicted=6.797009, expected=4.000000 predicted=8.136034, expected=8.000000 predicted=7.210059, expected=8.000000 predicted=8.320417, expected=8.000000 predicted=7.726052, expected=16.000000 predicted=8.346559, expected=8.000000 predicted=8.455537, expected=4.000000 predicted=9.107663, expected=4.000000 predicted=7.337909, expected=20.000000 predicted=10.746086, expected=8.000000 predicted=9.058603, expected=24.000000 predicted=12.909957, expected=4.000000 predicted=9.172258, expected=8.000000 predicted=13.036129, expected=4.000000 predicted=9.773426, expected=4.000000 predicted=9.473811, expected=4.000000 predicted=7.268075, expected=8.000000 predicted=5.523035, expected=8.000000 predicted=5.916196, expected=8.000000 predicted=6.212959, expected=4.000000 predicted=5.786536, expected=4.000000 predicted=5.989512, expected=4.000000 predicted=5.702178, expected=4.000000 predicted=5.313797, expected=4.000000 predicted=4.529681, expected=4.000000 predicted=3.934275, expected=4.000000 predicted=3.934482, expected=8.000000 predicted=4.749620, expected=4.000000 predicted=4.516984, expected=36.000000 predicted=11.258415, expected=8.000000 predicted=10.125776, expected=4.000000 predicted=12.429765, expected=4.000000 predicted=8.675720, expected=4.000000 predicted=10.782947, expected=4.000000 predicted=9.873171, expected=4.000000 predicted=4.535229, expected=4.000000 predicted=3.936832, expected=4.000000 predicted=3.937025, expected=40.000000 predicted=11.443801, expected=4.000000 predicted=9.647360, expected=4.000000 predicted=11.778030, expected=12.000000 predicted=9.202647, expected=12.000000 predicted=13.584723, expected=4.000000 predicted=12.646755, expected=4.000000 predicted=6.689752, expected=4.000000 predicted=6.328947, expected=8.000000 predicted=7.319550, expected=4.000000 predicted=5.658545, expected=4.000000 predicted=4.832345, expected=8.000000 predicted=5.218965, expected=4.000000 predicted=5.241146, expected=16.000000 predicted=7.766897, expected=4.000000 predicted=6.211001, expected=4.000000 predicted=7.351039, expected=4.000000 predicted=5.955891, expected=4.000000 predicted=6.130973, expected=16.000000 predicted=7.959539, expected=4.000000 predicted=5.713438, expected=4.000000 predicted=6.601776, expected=4.000000 predicted=5.379409, expected=4.000000 predicted=6.241371, expected=4.000000 predicted=5.597288, expected=8.000000 predicted=4.718199, expected=4.000000 predicted=4.530267, expected=4.000000 predicted=4.821248, expected=4.000000 predicted=4.417888, expected=4.000000 predicted=4.701200, expected=16.000000 predicted=6.823555, expected=8.000000 predicted=6.474353, expected=4.000000 predicted=7.154917, expected=16.000000 predicted=8.559446, expected=4.000000 predicted=8.473567, expected=4.000000 predicted=9.117834, expected=4.000000 predicted=5.891889, expected=4.000000 predicted=6.236146, expected=4.000000 predicted=5.604199, expected=12.000000 predicted=5.488371, expected=8.000000 predicted=5.888180, expected=4.000000 predicted=6.316384, expected=4.000000 predicted=5.755063, expected=8.000000 predicted=6.692109, expected=12.000000 predicted=7.971732, expected=4.000000 predicted=6.548423, expected=4.000000 predicted=6.202908, expected=4.000000 predicted=5.650467, expected=16.000000 predicted=8.356483, expected=4.000000 predicted=6.772625, expected=8.000000 predicted=7.364929, expected=4.000000 predicted=6.005881, expected=12.000000 predicted=8.605609, expected=4.000000 predicted=7.329650, expected=8.000000 predicted=7.182686, expected=4.000000 predicted=6.143263, expected=4.000000 predicted=6.313772, expected=4.000000 predicted=5.604952, expected=12.000000 predicted=6.171248, expected=4.000000 predicted=5.703607, expected=4.000000 predicted=5.675390, expected=4.000000 predicted=4.994992, expected=4.000000 predicted=5.432059, expected=4.000000 predicted=5.113839, expected=12.000000 predicted=5.421103, expected=4.000000 predicted=5.115488, expected=16.000000 predicted=7.848460, expected=40.000000 predicted=13.921890, expected=4.000000 predicted=13.278264, expected=16.000000 predicted=17.073669, expected=12.000000 predicted=13.796514, expected=8.000000 predicted=17.085408, expected=16.000000 predicted=15.328249, expected=4.000000 predicted=9.932876, expected=8.000000 predicted=11.045056, expected=4.000000 predicted=7.740271, expected=4.000000 predicted=7.685274, expected=16.000000 predicted=8.202638, expected=24.000000 predicted=10.427243, expected=8.000000 predicted=10.981987, expected=12.000000 predicted=11.929356, expected=4.000000 predicted=10.521141, expected=4.000000 predicted=11.726367, expected=8.000000 predicted=9.190527, expected=4.000000 predicted=6.657418, expected=8.000000 predicted=6.746982, expected=8.000000 predicted=5.766745, expected=4.000000 predicted=6.230314, expected=8.000000 predicted=6.594631, expected=8.000000 predicted=6.529717, expected=12.000000 Test MSE: 51.428
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703])] predicted=14.531336, expected=28.000000 predicted=18.534431, expected=12.000000 predicted=17.878376, expected=4.000000 predicted=17.224293, expected=12.000000 predicted=17.793637, expected=12.000000 predicted=18.873806, expected=4.000000 predicted=12.663246, expected=32.000000 predicted=12.317003, expected=16.000000 predicted=14.323819, expected=12.000000 predicted=12.921958, expected=144.000000 predicted=36.530997, expected=8.000000 predicted=40.548102, expected=20.000000 predicted=29.281637, expected=20.000000 predicted=34.793014, expected=4.000000 predicted=40.088048, expected=4.000000 predicted=39.860856, expected=8.000000 predicted=10.809002, expected=24.000000 predicted=14.656062, expected=24.000000 predicted=15.048014, expected=4.000000 predicted=10.232788, expected=12.000000 predicted=10.709957, expected=24.000000 predicted=16.534790, expected=4.000000 predicted=16.676368, expected=4.000000 predicted=11.051977, expected=8.000000 predicted=9.002372, expected=8.000000 predicted=10.978042, expected=12.000000 predicted=10.620274, expected=12.000000 predicted=7.817479, expected=24.000000 predicted=11.059521, expected=4.000000 predicted=11.327329, expected=4.000000 predicted=9.289298, expected=4.000000 predicted=9.967131, expected=28.000000 predicted=13.669633, expected=12.000000 predicted=14.165109, expected=8.000000 predicted=8.380064, expected=8.000000 predicted=9.547605, expected=28.000000 predicted=15.069261, expected=12.000000 predicted=17.460726, expected=16.000000 predicted=12.777903, expected=8.000000 predicted=12.753284, expected=12.000000 predicted=13.852943, expected=16.000000 predicted=16.185969, expected=12.000000 predicted=12.958165, expected=8.000000 predicted=11.692179, expected=16.000000 predicted=11.635221, expected=12.000000 predicted=13.165969, expected=12.000000 predicted=12.591131, expected=4.000000 predicted=10.383819, expected=8.000000 predicted=9.677317, expected=16.000000 predicted=11.982123, expected=12.000000 predicted=11.232356, expected=24.000000 predicted=12.278835, expected=12.000000 predicted=12.451146, expected=8.000000 predicted=12.331872, expected=16.000000 predicted=14.437768, expected=4.000000 predicted=13.351447, expected=12.000000 predicted=12.689255, expected=20.000000 predicted=12.412172, expected=12.000000 predicted=12.340704, expected=36.000000 predicted=16.115655, expected=4.000000 predicted=14.783077, expected=8.000000 predicted=13.500281, expected=20.000000 predicted=16.893979, expected=20.000000 predicted=18.126848, expected=8.000000 predicted=16.419296, expected=16.000000 predicted=11.325111, expected=40.000000 predicted=19.091248, expected=28.000000 predicted=23.172097, expected=16.000000 predicted=19.807304, expected=4.000000 predicted=16.846915, expected=4.000000 predicted=18.031179, expected=4.000000 predicted=17.767594, expected=4.000000 predicted=11.186415, expected=8.000000 predicted=7.094587, expected=8.000000 predicted=5.416176, expected=4.000000 predicted=5.080399, expected=32.000000 predicted=9.802006, expected=24.000000 predicted=14.267313, expected=16.000000 predicted=14.124438, expected=24.000000 predicted=16.485053, expected=4.000000 predicted=17.220315, expected=4.000000 predicted=17.100540, expected=12.000000 predicted=14.603262, expected=8.000000 predicted=12.528104, expected=16.000000 predicted=11.686803, expected=4.000000 predicted=7.778247, expected=20.000000 predicted=10.005050, expected=8.000000 predicted=11.880250, expected=8.000000 predicted=10.052072, expected=8.000000 predicted=10.510185, expected=4.000000 predicted=8.754100, expected=12.000000 predicted=10.329282, expected=4.000000 predicted=7.657404, expected=36.000000 predicted=11.935750, expected=28.000000 predicted=16.436163, expected=8.000000 predicted=13.852811, expected=12.000000 predicted=14.505731, expected=4.000000 predicted=15.463716, expected=8.000000 predicted=17.145598, expected=12.000000 predicted=12.938375, expected=12.000000 predicted=9.672630, expected=8.000000 predicted=9.148106, expected=28.000000 predicted=11.650760, expected=8.000000 predicted=13.209245, expected=12.000000 predicted=12.116404, expected=12.000000 predicted=13.065466, expected=4.000000 predicted=12.271707, expected=12.000000 predicted=12.900867, expected=8.000000 predicted=9.701475, expected=4.000000 predicted=8.648425, expected=4.000000 predicted=7.053761, expected=12.000000 predicted=7.474731, expected=12.000000 predicted=9.343750, expected=8.000000 predicted=7.780609, expected=4.000000 predicted=6.579337, expected=8.000000 predicted=7.690570, expected=20.000000 predicted=11.323652, expected=4.000000 predicted=9.847195, expected=4.000000 predicted=6.802016, expected=4.000000 predicted=6.951918, expected=12.000000 predicted=9.286887, expected=16.000000 predicted=10.902299, expected=4.000000 predicted=7.024732, expected=4.000000 predicted=6.174612, expected=12.000000 predicted=8.608521, expected=4.000000 predicted=9.458083, expected=4.000000 predicted=7.122477, expected=12.000000 predicted=6.490155, expected=24.000000 predicted=10.630307, expected=12.000000 predicted=11.635762, expected=24.000000 predicted=12.071430, expected=4.000000 predicted=12.947525, expected=36.000000 predicted=18.110112, expected=4.000000 predicted=18.698129, expected=16.000000 predicted=14.514580, expected=20.000000 predicted=17.709472, expected=16.000000 predicted=16.534158, expected=20.000000 predicted=18.793973, expected=8.000000 predicted=13.513792, expected=8.000000 predicted=14.152857, expected=16.000000 predicted=15.046756, expected=16.000000 predicted=14.904082, expected=8.000000 predicted=12.700452, expected=8.000000 predicted=9.832107, expected=4.000000 predicted=9.938481, expected=8.000000 predicted=10.343765, expected=4.000000 predicted=8.491612, expected=16.000000 predicted=8.021890, expected=8.000000 predicted=8.386039, expected=8.000000 predicted=7.328875, expected=12.000000 predicted=9.016330, expected=24.000000 predicted=12.329690, expected=16.000000 predicted=14.512923, expected=12.000000 predicted=12.293389, expected=16.000000 predicted=13.950246, expected=24.000000 predicted=17.791802, expected=20.000000 predicted=19.319593, expected=36.000000 predicted=20.299945, expected=16.000000 predicted=20.634173, expected=8.000000 predicted=18.550590, expected=16.000000 predicted=19.645196, expected=48.000000 predicted=25.629178, expected=12.000000 predicted=24.446050, expected=12.000000 predicted=15.953480, expected=24.000000 predicted=19.262968, expected=4.000000 predicted=20.686551, expected=4.000000 predicted=17.481162, expected=8.000000 predicted=10.673279, expected=32.000000 predicted=15.138349, expected=8.000000 predicted=14.494540, expected=36.000000 predicted=13.589363, expected=8.000000 predicted=16.086601, expected=16.000000 predicted=16.590560, expected=32.000000 predicted=22.619605, expected=8.000000 predicted=18.824722, expected=4.000000 predicted=16.402524, expected=28.000000 predicted=15.643618, expected=8.000000 predicted=17.678884, expected=4.000000 predicted=13.561663, expected=4.000000 predicted=8.593834, expected=28.000000 predicted=13.278982, expected=20.000000 predicted=17.017385, expected=8.000000 predicted=10.882254, expected=8.000000 predicted=10.471891, expected=8.000000 predicted=12.711590, expected=28.000000 predicted=17.804632, expected=12.000000 predicted=14.929946, expected=8.000000 predicted=10.678613, expected=20.000000 predicted=13.374082, expected=8.000000 predicted=14.687653, expected=20.000000 predicted=16.028286, expected=4.000000 predicted=12.135060, expected=16.000000 predicted=12.063311, expected=16.000000 predicted=14.668622, expected=4.000000 predicted=11.322160, expected=28.000000 predicted=14.238911, expected=24.000000 predicted=16.107207, expected=8.000000 predicted=15.586984, expected=20.000000 predicted=15.373431, expected=4.000000 predicted=14.962091, expected=8.000000 predicted=15.499153, expected=8.000000 predicted=12.514534, expected=8.000000 predicted=9.699265, expected=12.000000 predicted=10.292517, expected=4.000000 predicted=7.236569, expected=16.000000 predicted=8.975085, expected=20.000000 predicted=11.773927, expected=20.000000 predicted=13.358665, expected=8.000000 predicted=12.650803, expected=4.000000 predicted=10.930847, expected=12.000000 predicted=13.547064, expected=64.000000 predicted=22.838015, expected=12.000000 predicted=21.572446, expected=16.000000 predicted=15.435036, expected=4.000000 predicted=17.415454, expected=4.000000 predicted=19.665105, expected=8.000000 predicted=20.082747, expected=8.000000 predicted=9.346299, expected=16.000000 predicted=9.600330, expected=20.000000 predicted=10.016973, expected=4.000000 predicted=9.542997, expected=8.000000 predicted=9.524329, expected=12.000000 predicted=11.567748, expected=8.000000 predicted=12.088910, expected=52.000000 predicted=17.637947, expected=12.000000 predicted=16.882806, expected=4.000000 predicted=13.118014, expected=24.000000 predicted=17.487662, expected=8.000000 predicted=19.846894, expected=4.000000 predicted=18.020741, expected=24.000000 predicted=12.278631, expected=12.000000 predicted=13.581761, expected=16.000000 predicted=14.411190, expected=4.000000 predicted=10.698398, expected=4.000000 predicted=10.190665, expected=4.000000 predicted=11.282587, expected=4.000000 predicted=7.907634, expected=28.000000 predicted=10.538150, expected=24.000000 predicted=11.980144, expected=4.000000 predicted=10.136652, expected=16.000000 predicted=11.434684, expected=4.000000 predicted=13.735318, expected=4.000000 predicted=13.963860, expected=4.000000 predicted=9.720670, expected=4.000000 predicted=6.280628, expected=76.000000 predicted=18.875029, expected=4.000000 predicted=17.684366, expected=16.000000 predicted=13.258619, expected=12.000000 predicted=17.745771, expected=12.000000 predicted=22.360626, expected=20.000000 predicted=25.371510, expected=12.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=12.698398, expected=4.000000 predicted=12.234127, expected=12.000000 predicted=11.573607, expected=4.000000 predicted=11.397379, expected=16.000000 predicted=11.621164, expected=12.000000 predicted=10.336755, expected=8.000000 predicted=8.972894, expected=4.000000 predicted=8.816866, expected=8.000000 predicted=8.549153, expected=8.000000 predicted=9.968026, expected=4.000000 predicted=7.527002, expected=12.000000 predicted=7.082185, expected=4.000000 predicted=6.835844, expected=8.000000 predicted=7.044339, expected=4.000000 predicted=6.639574, expected=4.000000 predicted=5.949838, expected=40.000000 predicted=12.233994, expected=24.000000 predicted=15.037749, expected=8.000000 predicted=12.894380, expected=28.000000 predicted=15.879181, expected=12.000000 predicted=20.261750, expected=4.000000 predicted=19.770320, expected=4.000000 predicted=12.931519, expected=4.000000 predicted=10.617417, expected=24.000000 predicted=13.790562, expected=12.000000 predicted=10.736417, expected=16.000000 predicted=9.596127, expected=12.000000 predicted=11.214098, expected=8.000000 predicted=12.490089, expected=32.000000 predicted=17.598412, expected=4.000000 predicted=14.827683, expected=4.000000 predicted=11.406825, expected=8.000000 predicted=10.915864, expected=8.000000 predicted=11.801868, expected=4.000000 predicted=10.714556, expected=8.000000 predicted=5.605854, expected=4.000000 predicted=6.066122, expected=4.000000 predicted=5.960605, expected=4.000000 predicted=5.301717, expected=4.000000 predicted=4.747862, expected=8.000000 predicted=5.432431, expected=4.000000 predicted=4.712611, expected=4.000000 predicted=4.365037, expected=8.000000 predicted=5.190459, expected=4.000000 predicted=5.511376, expected=24.000000 predicted=8.588105, expected=16.000000 predicted=10.381964, expected=8.000000 predicted=9.801257, expected=12.000000 predicted=10.900257, expected=12.000000 predicted=12.922301, expected=12.000000 predicted=14.614834, expected=4.000000 predicted=10.602246, expected=4.000000 predicted=8.284189, expected=12.000000 predicted=9.622469, expected=4.000000 predicted=8.661924, expected=24.000000 predicted=9.803503, expected=16.000000 predicted=10.938427, expected=8.000000 predicted=10.607345, expected=4.000000 predicted=10.320948, expected=8.000000 predicted=10.712447, expected=4.000000 predicted=11.646503, expected=8.000000 predicted=8.241349, expected=12.000000 predicted=7.440900, expected=4.000000 predicted=6.690742, expected=24.000000 predicted=9.568894, expected=4.000000 predicted=9.680685, expected=4.000000 predicted=8.427826, expected=8.000000 predicted=8.991104, expected=40.000000 predicted=14.872014, expected=8.000000 predicted=15.899734, expected=8.000000 predicted=9.697818, expected=4.000000 predicted=10.982518, expected=20.000000 predicted=15.631202, expected=16.000000 predicted=17.572394, expected=12.000000 predicted=10.837974, expected=4.000000 predicted=9.770763, expected=16.000000 predicted=11.723145, expected=12.000000 predicted=14.298798, expected=4.000000 predicted=10.682349, expected=12.000000 predicted=9.444029, expected=16.000000 predicted=11.042416, expected=4.000000 predicted=11.025465, expected=12.000000 predicted=9.294687, expected=8.000000 predicted=9.446005, expected=12.000000 predicted=10.880369, expected=8.000000 predicted=10.087205, expected=8.000000 Test MSE: 177.598
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array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474])] predicted=23.707370, expected=16.000000 predicted=29.053274, expected=44.000000 predicted=33.703827, expected=36.000000 predicted=29.375044, expected=48.000000 predicted=32.164317, expected=32.000000 predicted=29.273379, expected=28.000000 predicted=28.280120, expected=20.000000 predicted=32.722440, expected=4.000000 predicted=23.356792, expected=32.000000 predicted=33.482062, expected=48.000000 predicted=33.644380, expected=32.000000 predicted=29.601191, expected=36.000000 predicted=29.033609, expected=8.000000 predicted=15.504838, expected=4.000000 predicted=22.025361, expected=12.000000 predicted=25.703474, expected=16.000000 predicted=20.899812, expected=48.000000 predicted=32.296933, expected=56.000000 predicted=28.977045, expected=44.000000 predicted=28.314330, expected=20.000000 predicted=23.900751, expected=16.000000 predicted=23.510124, expected=16.000000 predicted=31.631550, expected=20.000000 predicted=33.315180, expected=32.000000 predicted=31.848863, expected=40.000000 predicted=27.726987, expected=4.000000 predicted=15.455015, expected=16.000000 predicted=18.478758, expected=8.000000 predicted=15.544292, expected=20.000000 predicted=23.579091, expected=16.000000 predicted=22.706724, expected=64.000000 predicted=29.009360, expected=52.000000 predicted=32.632473, expected=32.000000 predicted=27.048781, expected=48.000000 predicted=35.943004, expected=40.000000 predicted=34.018165, expected=8.000000 predicted=38.074151, expected=28.000000 predicted=36.969272, expected=44.000000 predicted=35.003900, expected=60.000000 predicted=47.930260, expected=28.000000 predicted=34.962611, expected=20.000000 predicted=22.257226, expected=12.000000 predicted=24.157977, expected=20.000000 predicted=30.810904, expected=28.000000 predicted=36.413641, expected=48.000000 predicted=33.308991, expected=52.000000 predicted=34.240905, expected=24.000000 predicted=24.290599, expected=24.000000 predicted=26.726445, expected=28.000000 predicted=29.806896, expected=16.000000 predicted=31.637219, expected=24.000000 predicted=33.470533, expected=16.000000 predicted=20.442434, expected=8.000000 predicted=17.407162, expected=20.000000 predicted=21.296554, expected=12.000000 predicted=14.587433, expected=44.000000 predicted=28.787426, expected=32.000000 predicted=23.337540, expected=8.000000 predicted=14.468710, expected=28.000000 predicted=23.614280, expected=60.000000 predicted=33.637911, expected=12.000000 predicted=29.455452, expected=12.000000 predicted=24.460996, expected=20.000000 predicted=16.916387, expected=16.000000 predicted=22.747469, expected=24.000000 predicted=33.959983, expected=32.000000 predicted=21.009682, expected=40.000000 predicted=25.770517, expected=36.000000 predicted=28.567185, expected=12.000000 predicted=19.768807, expected=28.000000 predicted=27.217301, expected=24.000000 predicted=27.425537, expected=12.000000 predicted=25.713559, expected=28.000000 predicted=28.096711, expected=12.000000 predicted=14.796026, expected=8.000000 predicted=18.485148, expected=16.000000 predicted=17.962014, expected=12.000000 predicted=12.941074, expected=16.000000 predicted=19.128933, expected=16.000000 predicted=13.643764, expected=20.000000 predicted=14.575918, expected=40.000000 predicted=24.891329, expected=24.000000 predicted=19.781620, expected=20.000000 predicted=20.825957, expected=8.000000 predicted=15.530534, expected=16.000000 predicted=19.233562, expected=8.000000 predicted=21.029866, expected=24.000000 predicted=20.985069, expected=20.000000 predicted=18.015093, expected=8.000000 predicted=11.107865, expected=20.000000 predicted=17.105032, expected=8.000000 predicted=10.505896, expected=4.000000 predicted=14.026031, expected=16.000000 predicted=15.207387, expected=20.000000 predicted=13.394946, expected=40.000000 predicted=25.448649, expected=28.000000 predicted=19.088891, expected=16.000000 predicted=15.544487, expected=28.000000 predicted=23.043894, expected=12.000000 predicted=18.980846, expected=28.000000 predicted=30.371367, expected=12.000000 predicted=19.552456, expected=32.000000 predicted=23.523024, expected=12.000000 predicted=19.660496, expected=16.000000 predicted=16.682738, expected=28.000000 predicted=24.420096, expected=20.000000 predicted=18.044333, expected=12.000000 predicted=21.193472, expected=4.000000 predicted=10.868500, expected=12.000000 predicted=14.219038, expected=8.000000 predicted=15.595471, expected=24.000000 predicted=18.409949, expected=8.000000 predicted=10.443533, expected=8.000000 predicted=8.591902, expected=12.000000 predicted=11.480519, expected=24.000000 predicted=15.316112, expected=24.000000 predicted=20.865077, expected=8.000000 predicted=11.059354, expected=24.000000 predicted=16.547483, expected=8.000000 predicted=12.459700, expected=8.000000 predicted=16.175431, expected=28.000000 predicted=21.345649, expected=8.000000 predicted=10.737309, expected=24.000000 predicted=21.262453, expected=16.000000 predicted=13.019462, expected=12.000000 predicted=13.295090, expected=4.000000 predicted=15.033840, expected=24.000000 predicted=15.442515, expected=36.000000 predicted=25.157048, expected=24.000000 predicted=20.498541, expected=12.000000 predicted=15.362075, expected=12.000000 predicted=12.565056, expected=24.000000 predicted=22.753769, expected=12.000000 predicted=21.805854, expected=20.000000 predicted=20.155173, expected=36.000000 predicted=21.909350, expected=28.000000 predicted=21.444770, expected=32.000000 predicted=27.443205, expected=8.000000 predicted=15.461739, expected=8.000000 predicted=17.536653, expected=8.000000 predicted=19.881496, expected=28.000000 predicted=23.800135, expected=20.000000 predicted=21.914355, expected=4.000000 predicted=9.515426, expected=24.000000 predicted=15.686966, expected=4.000000 predicted=9.433079, expected=8.000000 predicted=16.734824, expected=40.000000 predicted=23.551738, expected=36.000000 predicted=20.372511, expected=4.000000 predicted=17.091090, expected=16.000000 predicted=13.713202, expected=12.000000 predicted=13.289291, expected=28.000000 predicted=29.091281, expected=12.000000 predicted=20.740517, expected=24.000000 predicted=15.680934, expected=36.000000 predicted=23.711301, expected=36.000000 predicted=25.053729, expected=16.000000 predicted=23.687239, expected=28.000000 predicted=22.771936, expected=12.000000 predicted=20.579740, expected=12.000000 predicted=23.680278, expected=44.000000 predicted=32.702811, expected=28.000000 predicted=22.731250, expected=16.000000 predicted=23.441034, expected=12.000000 predicted=15.513997, expected=20.000000 predicted=18.552560, expected=8.000000 predicted=23.207534, expected=28.000000 predicted=24.022492, expected=20.000000 predicted=17.360064, expected=32.000000 predicted=21.951536, expected=28.000000 predicted=23.295440, expected=8.000000 predicted=14.123416, expected=12.000000 predicted=20.311054, expected=16.000000 predicted=17.963977, expected=12.000000 predicted=19.994985, expected=20.000000 predicted=20.363863, expected=36.000000 predicted=20.152808, expected=8.000000 predicted=13.466744, expected=4.000000 predicted=13.090760, expected=8.000000 predicted=11.233662, expected=20.000000 predicted=18.051205, expected=16.000000 predicted=20.968481, expected=56.000000 predicted=26.967515, expected=32.000000 predicted=20.291315, expected=28.000000 predicted=23.347744, expected=28.000000 predicted=26.157854, expected=24.000000 predicted=24.720361, expected=8.000000 predicted=30.267675, expected=12.000000 predicted=21.583513, expected=28.000000 predicted=24.519367, expected=52.000000 predicted=33.966932, expected=12.000000 predicted=20.408842, expected=12.000000 predicted=15.637718, expected=24.000000 predicted=19.470058, expected=12.000000 predicted=21.110331, expected=24.000000 predicted=31.212938, expected=24.000000 predicted=17.803405, expected=32.000000 predicted=22.306046, expected=16.000000 predicted=20.822088, expected=4.000000 predicted=12.930471, expected=20.000000 predicted=20.649749, expected=16.000000 predicted=18.850682, expected=24.000000 predicted=24.152688, expected=16.000000 predicted=15.886198, expected=40.000000 predicted=21.834900, expected=28.000000 predicted=23.880333, expected=12.000000 predicted=18.551320, expected=12.000000 predicted=19.412747, expected=20.000000 predicted=19.066469, expected=24.000000 predicted=27.522040, expected=16.000000 predicted=20.526514, expected=32.000000 predicted=21.264587, expected=4.000000 predicted=12.133460, expected=32.000000 predicted=24.504419, expected=24.000000 predicted=22.332888, expected=16.000000 predicted=18.851268, expected=24.000000 predicted=25.039480, expected=16.000000 predicted=14.154084, expected=16.000000 predicted=22.804793, expected=32.000000 predicted=24.856888, expected=12.000000 predicted=16.352740, expected=12.000000 predicted=18.652460, expected=16.000000 predicted=16.039531, expected=8.000000 predicted=13.680444, expected=32.000000 predicted=26.020694, expected=8.000000 predicted=11.837916, expected=20.000000 predicted=16.795824, expected=16.000000 predicted=15.593599, expected=16.000000 predicted=14.606973, expected=12.000000 predicted=19.471032, expected=24.000000 predicted=16.181259, expected=24.000000 predicted=20.392646, expected=40.000000 predicted=25.897061, expected=24.000000 predicted=21.671202, expected=24.000000 predicted=21.700418, expected=4.000000 predicted=17.617087, expected=32.000000 predicted=26.508377, expected=16.000000 predicted=25.109565, expected=24.000000 predicted=23.187569, expected=44.000000 predicted=29.181993, expected=20.000000 predicted=17.713143, expected=20.000000 predicted=26.457729, expected=40.000000 predicted=27.218733, expected=16.000000 predicted=23.378067, expected=28.000000 predicted=32.760670, expected=20.000000 predicted=21.154090, expected=4.000000 predicted=16.583054, expected=8.000000 predicted=21.202650, expected=20.000000 predicted=16.589733, expected=16.000000 predicted=19.253098, expected=4.000000 predicted=12.190417, expected=8.000000 predicted=7.721340, expected=8.000000 predicted=8.833286, expected=8.000000 predicted=12.418617, expected=20.000000 predicted=14.607881, expected=4.000000 predicted=6.168618, expected=8.000000 predicted=8.941371, expected=36.000000 predicted=18.027680, expected=20.000000 predicted=15.217798, expected=16.000000 predicted=18.543452, expected=4.000000 predicted=8.429378, expected=16.000000 predicted=14.132262, expected=28.000000 predicted=25.932772, expected=12.000000 predicted=16.276863, expected=8.000000 predicted=13.178829, expected=4.000000 predicted=7.250603, expected=8.000000 predicted=12.115436, expected=12.000000 predicted=15.897646, expected=12.000000 predicted=10.835641, expected=16.000000 predicted=11.239113, expected=32.000000 predicted=16.457776, expected=4.000000 predicted=9.819251, expected=12.000000 predicted=13.725336, expected=24.000000 predicted=16.623724, expected=16.000000 predicted=16.902423, expected=16.000000 predicted=21.015470, expected=32.000000 predicted=17.745375, expected=32.000000 predicted=22.245934, expected=20.000000 predicted=23.081801, expected=24.000000 predicted=21.688338, expected=24.000000 predicted=21.937339, expected=8.000000 predicted=21.412736, expected=12.000000 predicted=20.835802, expected=24.000000 predicted=19.978523, expected=20.000000 predicted=20.489576, expected=16.000000 predicted=19.029476, expected=12.000000 predicted=12.425878, expected=12.000000 predicted=13.749990, expected=8.000000 predicted=15.346290, expected=4.000000 predicted=11.772206, expected=24.000000 predicted=16.528346, expected=8.000000 predicted=10.393655, expected=8.000000 predicted=10.892605, expected=12.000000 predicted=9.840830, expected=4.000000 predicted=6.780710, expected=20.000000 predicted=17.673022, expected=24.000000 predicted=14.329895, expected=20.000000 predicted=14.954605, expected=36.000000 predicted=22.248575, expected=12.000000 predicted=13.293523, expected=4.000000 predicted=15.799323, expected=8.000000 predicted=15.629885, expected=8.000000 predicted=13.914573, expected=16.000000 predicted=20.241514, expected=28.000000 predicted=16.745090, expected=16.000000 predicted=11.945789, expected=28.000000 predicted=18.331075, expected=8.000000 predicted=11.956409, expected=12.000000 predicted=16.229140, expected=4.000000 predicted=15.019156, expected=32.000000 predicted=20.871045, expected=20.000000 predicted=20.570996, expected=12.000000 predicted=13.120813, expected=4.000000 predicted=10.291939, expected=20.000000 predicted=13.476362, expected=16.000000 predicted=20.448173, expected=8.000000 predicted=14.026859, expected=28.000000 predicted=17.535411, expected=16.000000 predicted=12.379545, expected=32.000000 predicted=23.940600, expected=4.000000 predicted=12.989309, expected=28.000000 predicted=19.241797, expected=8.000000 predicted=17.698013, expected=20.000000 predicted=18.640415, expected=16.000000 predicted=20.477754, expected=16.000000 predicted=12.966212, expected=4.000000 predicted=15.353366, expected=16.000000 predicted=12.620220, expected=28.000000 predicted=20.263796, expected=28.000000 predicted=20.613427, expected=52.000000 predicted=30.070426, expected=40.000000 predicted=25.429499, expected=20.000000 predicted=24.760906, expected=20.000000 predicted=26.943144, expected=12.000000 predicted=23.247862, expected=20.000000 predicted=31.529609, expected=4.000000 predicted=20.056647, expected=28.000000 predicted=21.073771, expected=52.000000 predicted=29.810118, expected=20.000000 predicted=20.157589, expected=16.000000 predicted=21.157680, expected=16.000000 predicted=15.064284, expected=24.000000 predicted=25.803842, expected=44.000000 predicted=38.842970, expected=20.000000 predicted=21.905705, expected=24.000000 predicted=22.542967, expected=12.000000 predicted=17.670211, expected=40.000000 predicted=30.094958, expected=4.000000 predicted=23.374207, expected=20.000000 predicted=20.606108, expected=44.000000 predicted=28.432820, expected=32.000000 predicted=24.402757, expected=12.000000 predicted=26.086574, expected=20.000000 predicted=16.640519, expected=16.000000 predicted=20.256781, expected=16.000000 predicted=26.664429, expected=20.000000 predicted=22.553515, expected=32.000000 predicted=20.977773, expected=60.000000 predicted=34.715650, expected=4.000000 predicted=17.340722, expected=20.000000 predicted=22.310271, expected=12.000000 predicted=18.612762, expected=8.000000 predicted=21.404756, expected=12.000000 predicted=27.220118, expected=52.000000 predicted=23.527491, expected=40.000000 predicted=27.654583, expected=4.000000 predicted=15.363923, expected=8.000000 predicted=13.770936, expected=16.000000 predicted=16.820645, expected=20.000000 predicted=29.700150, expected=12.000000 predicted=21.461059, expected=12.000000 predicted=10.126729, expected=48.000000 predicted=24.195573, expected=4.000000 predicted=13.955772, expected=36.000000 predicted=26.197537, expected=28.000000 predicted=20.774320, expected=4.000000 predicted=15.478809, expected=24.000000 predicted=29.786386, expected=20.000000 predicted=15.019919, expected=32.000000 predicted=29.638415, expected=24.000000 predicted=23.926453, expected=12.000000 predicted=13.986470, expected=4.000000 predicted=16.144890, expected=48.000000 predicted=28.718093, expected=28.000000 predicted=27.138262, expected=40.000000 predicted=30.397128, expected=32.000000 predicted=24.330397, expected=32.000000 predicted=24.802924, expected=12.000000 predicted=30.514550, expected=20.000000 predicted=25.501726, expected=16.000000 predicted=25.943145, expected=36.000000 predicted=29.655505, expected=36.000000 predicted=29.810190, expected=28.000000 predicted=22.983105, expected=16.000000 predicted=21.570747, expected=32.000000 predicted=25.533192, expected=8.000000 predicted=23.438755, expected=24.000000 predicted=27.312931, expected=20.000000 predicted=22.094285, expected=20.000000 predicted=19.359572, expected=20.000000 predicted=23.253650, expected=28.000000 predicted=19.117978, expected=4.000000 predicted=16.495360, expected=28.000000 predicted=22.205560, expected=12.000000 predicted=16.736116, expected=16.000000 predicted=18.463669, expected=12.000000 predicted=17.951158, expected=24.000000 predicted=15.081335, expected=20.000000 predicted=21.331677, expected=20.000000 predicted=16.998714, expected=4.000000 predicted=12.798219, expected=4.000000 predicted=10.736049, expected=20.000000 predicted=18.257669, expected=36.000000 predicted=22.922620, expected=52.000000 predicted=30.338527, expected=28.000000 predicted=20.618604, expected=16.000000 predicted=18.151217, expected=8.000000 predicted=19.371158, expected=12.000000 Test MSE: 154.539
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array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819])] predicted=13.999171, expected=24.000000 predicted=17.924764, expected=24.000000 predicted=18.715591, expected=28.000000 predicted=18.365097, expected=16.000000 predicted=19.775114, expected=12.000000 predicted=16.767762, expected=20.000000 predicted=21.058833, expected=36.000000 predicted=23.257212, expected=16.000000 predicted=20.690438, expected=24.000000 predicted=21.401543, expected=8.000000 predicted=18.314624, expected=8.000000 predicted=17.363971, expected=8.000000 predicted=17.505735, expected=24.000000 predicted=14.899641, expected=24.000000 predicted=16.864566, expected=24.000000 predicted=16.070383, expected=20.000000 predicted=18.058966, expected=8.000000 predicted=16.395201, expected=4.000000 predicted=16.801703, expected=12.000000 predicted=15.561149, expected=24.000000 predicted=16.133568, expected=20.000000 predicted=15.073014, expected=20.000000 predicted=14.967049, expected=8.000000 predicted=13.607073, expected=12.000000 predicted=15.376638, expected=4.000000 predicted=14.256198, expected=12.000000 predicted=12.811956, expected=4.000000 predicted=10.120392, expected=16.000000 predicted=9.625864, expected=20.000000 predicted=12.233633, expected=16.000000 predicted=11.281622, expected=12.000000 predicted=13.570064, expected=12.000000 predicted=12.657459, expected=20.000000 predicted=16.196157, expected=32.000000 predicted=19.721722, expected=32.000000 predicted=21.136910, expected=12.000000 predicted=18.779531, expected=12.000000 predicted=19.410761, expected=16.000000 predicted=20.224264, expected=12.000000 predicted=18.742195, expected=12.000000 predicted=16.870116, expected=12.000000 predicted=12.646033, expected=24.000000 predicted=15.202910, expected=20.000000 predicted=16.101703, expected=16.000000 predicted=15.676343, expected=4.000000 predicted=13.858060, expected=16.000000 predicted=15.220671, expected=16.000000 predicted=16.225995, expected=12.000000 predicted=13.695761, expected=4.000000 predicted=11.411598, expected=8.000000 predicted=9.460343, expected=8.000000 predicted=10.537493, expected=12.000000 predicted=10.270719, expected=12.000000 predicted=9.794767, expected=4.000000 predicted=7.176691, expected=4.000000 predicted=7.833757, expected=8.000000 predicted=7.965972, expected=4.000000 predicted=6.880426, expected=20.000000 predicted=10.067079, expected=20.000000 predicted=10.304052, expected=16.000000 predicted=11.491331, expected=12.000000 predicted=13.391079, expected=16.000000 predicted=14.026209, expected=24.000000 predicted=18.524248, expected=12.000000 predicted=16.042220, expected=8.000000 predicted=14.389819, expected=20.000000 predicted=15.969999, expected=12.000000 predicted=14.290693, expected=16.000000 predicted=15.976177, expected=36.000000 predicted=19.202566, expected=16.000000 predicted=16.191716, expected=12.000000 predicted=18.571828, expected=24.000000 predicted=20.119503, expected=12.000000 predicted=17.267486, expected=12.000000 predicted=19.430484, expected=24.000000 predicted=17.804832, expected=20.000000 predicted=16.390845, expected=20.000000 predicted=19.263702, expected=12.000000 predicted=16.220674, expected=12.000000 predicted=15.801639, expected=16.000000 predicted=17.715332, expected=16.000000 predicted=15.882172, expected=12.000000 predicted=14.752469, expected=20.000000 predicted=15.193555, expected=20.000000 predicted=15.863987, expected=20.000000 predicted=17.287281, expected=12.000000 predicted=16.380196, expected=24.000000 predicted=18.285617, expected=28.000000 predicted=21.080134, expected=8.000000 predicted=17.199567, expected=4.000000 predicted=15.968037, expected=12.000000 predicted=14.457298, expected=20.000000 predicted=16.081766, expected=12.000000 predicted=14.442423, expected=12.000000 predicted=11.543141, expected=28.000000 predicted=15.520154, expected=20.000000 predicted=16.419507, expected=4.000000 predicted=15.149534, expected=12.000000 predicted=15.234400, expected=8.000000 predicted=12.693816, expected=4.000000 predicted=12.341649, expected=28.000000 predicted=15.260862, expected=8.000000 predicted=8.990820, expected=8.000000 predicted=11.290764, expected=12.000000 predicted=12.041711, expected=28.000000 predicted=14.242778, expected=8.000000 predicted=15.095631, expected=12.000000 predicted=12.813619, expected=20.000000 predicted=15.241595, expected=12.000000 predicted=13.616040, expected=20.000000 predicted=18.230590, expected=12.000000 predicted=13.385857, expected=32.000000 predicted=18.780952, expected=8.000000 predicted=16.392583, expected=4.000000 predicted=13.600120, expected=16.000000 predicted=16.730686, expected=12.000000 predicted=12.316201, expected=24.000000 predicted=17.885478, expected=12.000000 predicted=12.318151, expected=4.000000 predicted=10.667952, expected=4.000000 predicted=12.184923, expected=20.000000 predicted=12.904738, expected=32.000000 predicted=17.425203, expected=40.000000 predicted=19.880599, expected=32.000000 predicted=21.899482, expected=28.000000 predicted=25.077177, expected=36.000000 predicted=31.426644, expected=20.000000 predicted=29.667919, expected=4.000000 predicted=25.380357, expected=32.000000 predicted=27.363629, expected=28.000000 predicted=23.958321, expected=20.000000 predicted=23.370927, expected=24.000000 predicted=22.816173, expected=8.000000 predicted=16.600033, expected=28.000000 predicted=24.616081, expected=4.000000 predicted=17.443913, expected=20.000000 predicted=17.713072, expected=20.000000 predicted=18.466826, expected=24.000000 predicted=16.369945, expected=8.000000 predicted=17.623613, expected=4.000000 predicted=11.974599, expected=24.000000 predicted=17.961549, expected=8.000000 predicted=13.215052, expected=20.000000 predicted=16.026275, expected=16.000000 predicted=13.649287, expected=32.000000 predicted=17.327965, expected=12.000000 predicted=18.423322, expected=4.000000 predicted=13.866867, expected=28.000000 predicted=20.557748, expected=16.000000 predicted=16.294622, expected=28.000000 predicted=21.511859, expected=28.000000 predicted=20.263319, expected=12.000000 predicted=17.043547, expected=32.000000 predicted=25.841894, expected=24.000000 predicted=22.440591, expected=24.000000 predicted=24.421678, expected=20.000000 predicted=23.978029, expected=44.000000 predicted=26.642958, expected=16.000000 predicted=25.429450, expected=16.000000 predicted=23.701644, expected=28.000000 predicted=25.867704, expected=24.000000 predicted=22.955719, expected=20.000000 predicted=25.590559, expected=8.000000 predicted=17.968509, expected=28.000000 predicted=21.235284, expected=16.000000 predicted=20.033484, expected=16.000000 predicted=18.527159, expected=8.000000 predicted=16.223345, expected=16.000000 predicted=14.655763, expected=12.000000 predicted=16.149340, expected=20.000000 predicted=14.987592, expected=20.000000 predicted=15.883602, expected=4.000000 predicted=11.874001, expected=12.000000 predicted=14.594929, expected=20.000000 predicted=14.810959, expected=8.000000 predicted=12.929698, expected=12.000000 predicted=13.600086, expected=52.000000 predicted=20.504701, expected=16.000000 predicted=17.453704, expected=28.000000 predicted=24.052032, expected=24.000000 predicted=23.626697, expected=20.000000 predicted=22.637760, expected=16.000000 predicted=27.403160, expected=8.000000 predicted=17.388576, expected=28.000000 predicted=21.817137, expected=28.000000 predicted=20.872653, expected=24.000000 predicted=20.610634, expected=60.000000 predicted=30.633849, expected=52.000000 predicted=32.891541, expected=12.000000 predicted=31.627174, expected=8.000000 predicted=30.633070, expected=20.000000 predicted=27.756634, expected=24.000000 predicted=29.089589, expected=20.000000 predicted=24.123015, expected=8.000000 predicted=14.859199, expected=28.000000 predicted=18.914325, expected=12.000000 predicted=17.275583, expected=28.000000 predicted=21.034458, expected=12.000000 predicted=17.852707, expected=56.000000 predicted=25.923402, expected=12.000000 predicted=23.472920, expected=12.000000 predicted=20.638575, expected=24.000000 predicted=26.182182, expected=28.000000 predicted=21.346890, expected=8.000000 predicted=23.871219, expected=40.000000 predicted=22.989659, expected=56.000000 predicted=29.136805, expected=28.000000 predicted=28.604511, expected=12.000000 predicted=29.307330, expected=24.000000 predicted=27.412775, expected=8.000000 predicted=24.928363, expected=8.000000 predicted=23.119322, expected=16.000000 predicted=17.393500, expected=36.000000 predicted=17.917103, expected=12.000000 predicted=16.756947, expected=44.000000 predicted=23.409418, expected=32.000000 predicted=24.468592, expected=16.000000 predicted=23.265463, expected=20.000000 predicted=28.765299, expected=16.000000 predicted=20.640499, expected=24.000000 predicted=25.830822, expected=8.000000 predicted=18.981625, expected=16.000000 predicted=16.685580, expected=24.000000 predicted=18.911578, expected=52.000000 predicted=25.053949, expected=8.000000 predicted=20.517940, expected=28.000000 predicted=23.759897, expected=28.000000 predicted=26.318245, expected=16.000000 predicted=22.319801, expected=28.000000 predicted=30.135572, expected=16.000000 predicted=18.864704, expected=16.000000 predicted=21.447879, expected=20.000000 predicted=21.640014, expected=24.000000 predicted=19.345562, expected=20.000000 predicted=21.055074, expected=28.000000 predicted=21.458319, expected=16.000000 predicted=19.827490, expected=40.000000 predicted=26.044808, expected=32.000000 predicted=26.903569, expected=12.000000 predicted=22.732965, expected=36.000000 predicted=29.965428, expected=12.000000 predicted=21.582775, expected=20.000000 predicted=25.461622, expected=36.000000 predicted=27.141046, expected=32.000000 predicted=22.983425, expected=56.000000 predicted=35.519377, expected=32.000000 predicted=30.485376, expected=44.000000 predicted=36.938912, expected=32.000000 predicted=38.562922, expected=32.000000 predicted=36.134293, expected=48.000000 predicted=42.842364, expected=52.000000 predicted=39.884928, expected=48.000000 predicted=43.539903, expected=28.000000 predicted=39.203688, expected=20.000000 predicted=36.213977, expected=28.000000 predicted=36.755930, expected=40.000000 predicted=36.346215, expected=52.000000 predicted=38.117301, expected=28.000000 predicted=32.116870, expected=24.000000 predicted=31.414276, expected=56.000000 predicted=39.691168, expected=12.000000 predicted=31.560295, expected=20.000000 predicted=33.242175, expected=44.000000 predicted=32.589796, expected=56.000000 predicted=34.095816, expected=44.000000 predicted=40.799313, expected=16.000000 predicted=30.447147, expected=40.000000 predicted=37.251193, expected=4.000000 predicted=30.304563, expected=32.000000 predicted=33.274222, expected=36.000000 predicted=30.631416, expected=56.000000 predicted=30.693450, expected=28.000000 predicted=33.713183, expected=28.000000 predicted=29.312066, expected=28.000000 predicted=34.570774, expected=28.000000 predicted=32.239156, expected=4.000000 predicted=28.017610, expected=20.000000 predicted=23.159406, expected=8.000000 predicted=18.185232, expected=12.000000 predicted=16.028104, expected=8.000000 predicted=14.369270, expected=28.000000 predicted=13.677932, expected=12.000000 predicted=14.593072, expected=12.000000 predicted=13.003521, expected=28.000000 predicted=18.420193, expected=20.000000 predicted=16.366323, expected=16.000000 predicted=19.869899, expected=8.000000 predicted=15.644303, expected=28.000000 predicted=18.832125, expected=24.000000 predicted=20.881345, expected=32.000000 predicted=22.215507, expected=20.000000 predicted=21.709989, expected=16.000000 predicted=19.856512, expected=12.000000 predicted=21.682957, expected=8.000000 predicted=17.206602, expected=12.000000 predicted=16.985262, expected=4.000000 predicted=11.285308, expected=16.000000 predicted=12.058295, expected=28.000000 predicted=14.783743, expected=20.000000 predicted=14.295628, expected=16.000000 predicted=16.585564, expected=32.000000 predicted=20.287738, expected=24.000000 predicted=21.619708, expected=20.000000 predicted=23.363085, expected=24.000000 predicted=23.457626, expected=24.000000 predicted=22.332086, expected=44.000000 predicted=29.899558, expected=20.000000 predicted=25.128728, expected=12.000000 predicted=22.979166, expected=16.000000 predicted=23.477045, expected=12.000000 predicted=18.995430, expected=28.000000 predicted=23.820309, expected=24.000000 predicted=19.252811, expected=8.000000 predicted=15.372112, expected=4.000000 predicted=15.093143, expected=36.000000 predicted=19.836464, expected=8.000000 predicted=16.127156, expected=64.000000 predicted=28.611132, expected=20.000000 predicted=22.750106, expected=12.000000 predicted=21.035675, expected=8.000000 predicted=26.284663, expected=12.000000 predicted=16.679561, expected=20.000000 predicted=24.926992, expected=24.000000 predicted=16.870434, expected=8.000000 predicted=13.398319, expected=12.000000 predicted=13.879090, expected=12.000000 predicted=14.159263, expected=16.000000 predicted=14.998424, expected=60.000000 predicted=26.264119, expected=36.000000 predicted=23.660445, expected=40.000000 predicted=30.038487, expected=36.000000 predicted=33.773614, expected=24.000000 predicted=31.710166, expected=12.000000 predicted=34.278904, expected=4.000000 predicted=23.239684, expected=44.000000 predicted=28.997680, expected=12.000000 predicted=21.032917, expected=12.000000 predicted=18.085637, expected=16.000000 predicted=17.642296, expected=24.000000 predicted=16.685957, expected=12.000000 predicted=20.769735, expected=20.000000 predicted=16.499468, expected=16.000000 predicted=16.407362, expected=20.000000 predicted=17.606498, expected=144.000000 predicted=50.517605, expected=60.000000 predicted=43.838781, expected=12.000000 predicted=42.058034, expected=20.000000 predicted=45.749998, expected=8.000000 predicted=35.101384, expected=36.000000 predicted=53.590126, expected=16.000000 predicted=26.014592, expected=20.000000 predicted=18.500278, expected=32.000000 predicted=23.739623, expected=8.000000 predicted=17.037831, expected=40.000000 predicted=28.316951, expected=24.000000 predicted=22.687511, expected=20.000000 predicted=23.123960, expected=32.000000 predicted=27.723218, expected=12.000000 predicted=19.995500, expected=36.000000 predicted=29.346055, expected=28.000000 predicted=25.368527, expected=12.000000 predicted=21.637189, expected=40.000000 predicted=29.141312, expected=44.000000 predicted=29.048183, expected=20.000000 predicted=28.920732, expected=12.000000 predicted=25.258974, expected=28.000000 predicted=25.611924, expected=24.000000 predicted=27.383022, expected=4.000000 predicted=20.844012, expected=24.000000 predicted=20.041259, expected=12.000000 predicted=15.792394, expected=24.000000 predicted=20.266816, expected=12.000000 predicted=16.551851, expected=4.000000 predicted=11.714734, expected=40.000000 predicted=22.341961, expected=28.000000 predicted=19.644782, expected=8.000000 predicted=18.429840, expected=16.000000 predicted=18.439302, expected=44.000000 predicted=24.439262, expected=24.000000 predicted=25.941976, expected=28.000000 predicted=25.956786, expected=64.000000 predicted=34.107469, expected=16.000000 predicted=28.057987, expected=8.000000 predicted=30.240507, expected=40.000000 predicted=31.509669, expected=24.000000 predicted=27.093417, expected=44.000000 predicted=36.286030, expected=20.000000 predicted=24.242358, expected=36.000000 predicted=28.913315, expected=24.000000 predicted=30.775500, expected=32.000000 predicted=29.827106, expected=24.000000 predicted=30.076728, expected=28.000000 predicted=27.026601, expected=16.000000 predicted=25.908884, expected=12.000000 predicted=21.584791, expected=12.000000 predicted=20.251098, expected=12.000000 predicted=16.679261, expected=8.000000 predicted=14.387295, expected=12.000000 predicted=12.234287, expected=16.000000 predicted=12.305916, expected=12.000000 predicted=11.813744, expected=16.000000 predicted=13.209770, expected=12.000000 predicted=12.284866, expected=20.000000 predicted=15.167101, expected=4.000000 predicted=12.197516, expected=12.000000 predicted=12.835494, expected=4.000000 predicted=10.506143, expected=20.000000 predicted=12.756307, expected=8.000000 predicted=11.108351, expected=12.000000 predicted=10.096024, expected=20.000000 predicted=13.642848, expected=24.000000 predicted=14.797153, expected=20.000000 predicted=17.846807, expected=12.000000 predicted=15.423468, expected=20.000000 predicted=18.146192, expected=24.000000 predicted=20.109819, expected=4.000000 Test MSE: 191.025
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array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872])] predicted=35.440014, expected=52.000000 predicted=39.266515, expected=28.000000 predicted=34.159923, expected=52.000000 predicted=41.483669, expected=8.000000 predicted=38.317004, expected=16.000000 predicted=24.938086, expected=8.000000 predicted=26.351799, expected=12.000000 predicted=21.132728, expected=24.000000 predicted=23.523750, expected=40.000000 predicted=20.931649, expected=28.000000 predicted=22.068247, expected=4.000000 predicted=14.941606, expected=4.000000 predicted=14.469245, expected=40.000000 predicted=26.453073, expected=36.000000 predicted=30.141849, expected=44.000000 predicted=28.625930, expected=36.000000 predicted=25.333030, expected=24.000000 predicted=26.796617, expected=8.000000 predicted=27.949864, expected=20.000000 predicted=27.394352, expected=4.000000 predicted=22.605956, expected=44.000000 predicted=27.334043, expected=32.000000 predicted=24.538373, expected=44.000000 predicted=26.431076, expected=44.000000 predicted=31.236949, expected=28.000000 predicted=29.323712, expected=48.000000 predicted=40.775985, expected=52.000000 predicted=42.748242, expected=44.000000 predicted=44.113117, expected=32.000000 predicted=39.202121, expected=68.000000 predicted=46.722036, expected=36.000000 predicted=46.533775, expected=20.000000 predicted=38.912819, expected=28.000000 predicted=35.505623, expected=16.000000 predicted=31.718111, expected=20.000000 predicted=33.329351, expected=68.000000 predicted=37.519743, expected=24.000000 predicted=29.275936, expected=16.000000 predicted=25.106301, expected=16.000000 predicted=22.108799, expected=4.000000 predicted=22.292367, expected=8.000000 predicted=24.989579, expected=12.000000 predicted=14.252197, expected=36.000000 predicted=19.128419, expected=24.000000 predicted=18.273123, expected=60.000000 predicted=27.162826, expected=24.000000 predicted=25.102616, expected=4.000000 predicted=20.666649, expected=8.000000 predicted=22.322842, expected=12.000000 predicted=21.781840, expected=40.000000 predicted=31.712790, expected=16.000000 predicted=18.466302, expected=32.000000 predicted=18.280585, expected=16.000000 predicted=18.084327, expected=24.000000 predicted=22.449411, expected=36.000000 predicted=29.741187, expected=56.000000 predicted=33.601146, expected=16.000000 predicted=28.283292, expected=32.000000 predicted=27.104996, expected=28.000000 predicted=30.355985, expected=40.000000 predicted=36.794005, expected=32.000000 predicted=35.884111, expected=8.000000 predicted=21.870583, expected=20.000000 predicted=24.976806, expected=36.000000 predicted=29.438308, expected=100.000000 predicted=50.556646, expected=72.000000 predicted=49.289329, expected=12.000000 predicted=30.914432, expected=24.000000 predicted=34.473726, expected=68.000000 predicted=55.223566, expected=28.000000 predicted=55.153205, expected=88.000000 predicted=55.793077, expected=44.000000 predicted=40.757454, expected=44.000000 predicted=45.570482, expected=36.000000 predicted=48.998953, expected=24.000000 predicted=40.591800, expected=16.000000 predicted=42.616178, expected=32.000000 predicted=33.929485, expected=84.000000 predicted=48.063302, expected=64.000000 predicted=46.929078, expected=40.000000 predicted=38.971592, expected=28.000000 predicted=35.860963, expected=12.000000 predicted=37.635105, expected=16.000000 predicted=42.134444, expected=48.000000 predicted=41.036861, expected=40.000000 predicted=34.716629, expected=40.000000 predicted=31.210056, expected=24.000000 predicted=25.673285, expected=16.000000 predicted=26.352455, expected=24.000000 predicted=32.443544, expected=8.000000 predicted=24.973943, expected=16.000000 predicted=22.322080, expected=36.000000 predicted=23.625458, expected=24.000000 predicted=21.714707, expected=28.000000 predicted=22.837151, expected=12.000000 predicted=17.080670, expected=16.000000 predicted=20.236312, expected=20.000000 predicted=23.797177, expected=32.000000 predicted=24.572818, expected=8.000000 predicted=18.474542, expected=24.000000 predicted=17.789695, expected=4.000000 predicted=15.045805, expected=28.000000 predicted=21.025669, expected=16.000000 predicted=19.931351, expected=20.000000 predicted=16.348057, expected=40.000000 predicted=24.447626, expected=20.000000 predicted=20.041325, expected=8.000000 predicted=19.387566, expected=8.000000 predicted=15.551256, expected=20.000000 predicted=20.374356, expected=20.000000 predicted=22.577008, expected=44.000000 predicted=23.845626, expected=28.000000 predicted=21.005257, expected=80.000000 predicted=37.585558, expected=16.000000 predicted=30.686756, expected=20.000000 predicted=28.718459, expected=16.000000 predicted=30.837201, expected=20.000000 predicted=30.415904, expected=20.000000 predicted=33.226685, expected=48.000000 predicted=26.657723, expected=44.000000 predicted=30.451634, expected=24.000000 predicted=25.974888, expected=4.000000 predicted=20.300408, expected=16.000000 predicted=23.234566, expected=40.000000 predicted=34.713576, expected=44.000000 predicted=34.480717, expected=68.000000 predicted=37.056364, expected=44.000000 predicted=33.201886, expected=24.000000 predicted=32.654372, expected=20.000000 predicted=35.178381, expected=4.000000 predicted=31.007585, expected=20.000000 predicted=33.263734, expected=60.000000 predicted=36.915778, expected=72.000000 predicted=40.836574, expected=40.000000 predicted=33.943753, expected=40.000000 predicted=32.058041, expected=32.000000 predicted=38.544033, expected=32.000000 predicted=46.388512, expected=52.000000 predicted=49.645397, expected=48.000000 predicted=42.883836, expected=76.000000 predicted=50.793781, expected=52.000000 predicted=47.269946, expected=28.000000 predicted=41.453036, expected=8.000000 predicted=36.773937, expected=28.000000 predicted=39.471207, expected=24.000000 predicted=40.972470, expected=36.000000 predicted=34.050406, expected=48.000000 predicted=31.716760, expected=56.000000 predicted=34.614377, expected=40.000000 predicted=37.190111, expected=28.000000 predicted=33.603363, expected=16.000000 predicted=32.543415, expected=20.000000 predicted=34.026602, expected=20.000000 predicted=32.304080, expected=116.000000 predicted=54.652757, expected=36.000000 predicted=40.452173, expected=32.000000 predicted=31.500227, expected=8.000000 predicted=27.088104, expected=24.000000 predicted=36.489134, expected=20.000000 predicted=47.768463, expected=64.000000 predicted=38.210385, expected=20.000000 predicted=28.157371, expected=56.000000 predicted=30.762613, expected=36.000000 predicted=34.810059, expected=24.000000 predicted=32.539443, expected=16.000000 predicted=34.805341, expected=36.000000 predicted=31.027407, expected=56.000000 predicted=44.820757, expected=32.000000 predicted=34.346511, expected=72.000000 predicted=41.076218, expected=32.000000 predicted=36.548182, expected=32.000000 predicted=39.200504, expected=48.000000 predicted=46.134602, expected=52.000000 predicted=46.367726, expected=40.000000 predicted=48.809901, expected=52.000000 predicted=41.643201, expected=64.000000 predicted=48.986096, expected=24.000000 predicted=43.668308, expected=8.000000 predicted=33.842319, expected=12.000000 predicted=29.623534, expected=24.000000 predicted=34.394967, expected=28.000000 predicted=33.441992, expected=68.000000 predicted=34.239565, expected=72.000000 predicted=39.278680, expected=8.000000 predicted=26.303997, expected=20.000000 predicted=27.526264, expected=40.000000 predicted=38.557472, expected=28.000000 predicted=44.716047, expected=20.000000 predicted=34.390235, expected=40.000000 predicted=24.896661, expected=44.000000 predicted=33.611665, expected=52.000000 predicted=40.785676, expected=20.000000 predicted=29.985259, expected=24.000000 predicted=28.149055, expected=24.000000 predicted=33.141369, expected=60.000000 predicted=43.720636, expected=24.000000 predicted=36.026035, expected=56.000000 predicted=34.698330, expected=20.000000 predicted=30.619381, expected=32.000000 predicted=32.965446, expected=16.000000 predicted=34.823557, expected=4.000000 predicted=21.628274, expected=28.000000 predicted=30.122370, expected=44.000000 predicted=28.657962, expected=44.000000 predicted=32.399126, expected=48.000000 predicted=30.666547, expected=16.000000 predicted=23.375626, expected=16.000000 predicted=27.504892, expected=8.000000 predicted=27.681515, expected=32.000000 predicted=31.585439, expected=44.000000 predicted=34.673287, expected=16.000000 predicted=20.427107, expected=8.000000 predicted=15.406486, expected=12.000000 predicted=16.115956, expected=40.000000 predicted=30.362458, expected=20.000000 predicted=27.129706, expected=12.000000 predicted=15.271613, expected=44.000000 predicted=23.262121, expected=32.000000 predicted=27.387172, expected=24.000000 predicted=28.980155, expected=16.000000 predicted=20.968208, expected=8.000000 predicted=18.482739, expected=24.000000 predicted=27.518360, expected=12.000000 predicted=20.774478, expected=52.000000 predicted=27.957481, expected=28.000000 predicted=24.086229, expected=20.000000 predicted=19.867225, expected=40.000000 predicted=28.950370, expected=8.000000 predicted=22.699456, expected=36.000000 predicted=33.711702, expected=92.000000 predicted=46.614379, expected=76.000000 predicted=50.243442, expected=48.000000 predicted=45.843616, expected=64.000000 predicted=45.946587, expected=32.000000 predicted=51.114276, expected=60.000000 predicted=66.082390, expected=28.000000 predicted=51.468125, expected=56.000000 predicted=49.225420, expected=96.000000 predicted=65.087250, expected=104.000000 predicted=68.505780, expected=48.000000 predicted=60.078470, expected=100.000000 predicted=67.063438, expected=88.000000 predicted=81.307200, expected=52.000000 predicted=79.273323, expected=60.000000 predicted=74.109912, expected=20.000000 predicted=52.276001, expected=48.000000 predicted=64.307116, expected=80.000000 predicted=67.857894, expected=76.000000 predicted=61.797099, expected=100.000000 predicted=69.237743, expected=52.000000 predicted=53.914364, expected=40.000000 predicted=56.415425, expected=16.000000 predicted=53.746474, expected=16.000000 predicted=48.049328, expected=84.000000 predicted=66.153310, expected=76.000000 predicted=57.547925, expected=28.000000 predicted=38.951994, expected=4.000000 predicted=22.720670, expected=24.000000 predicted=32.294120, expected=16.000000 predicted=44.244990, expected=40.000000 predicted=40.625084, expected=16.000000 predicted=21.336222, expected=4.000000 predicted=11.751227, expected=56.000000 predicted=30.459645, expected=64.000000 predicted=39.333475, expected=20.000000 predicted=31.788165, expected=32.000000 predicted=25.864503, expected=16.000000 predicted=25.013838, expected=20.000000 predicted=36.190701, expected=48.000000 predicted=40.809649, expected=88.000000 predicted=46.439844, expected=72.000000 predicted=49.966480, expected=12.000000 predicted=29.791319, expected=32.000000 predicted=35.338574, expected=88.000000 predicted=64.071631, expected=16.000000 predicted=53.600823, expected=88.000000 predicted=58.380892, expected=36.000000 predicted=38.990705, expected=20.000000 predicted=39.989289, expected=16.000000 predicted=42.700096, expected=36.000000 predicted=34.608675, expected=28.000000 predicted=44.907975, expected=48.000000 predicted=34.607661, expected=56.000000 predicted=35.968066, expected=20.000000 predicted=28.691296, expected=12.000000 predicted=27.525049, expected=28.000000 predicted=30.362192, expected=24.000000 predicted=34.612513, expected=36.000000 predicted=34.987373, expected=28.000000 predicted=24.269292, expected=40.000000 predicted=27.546627, expected=12.000000 predicted=24.768974, expected=32.000000 predicted=27.867517, expected=24.000000 predicted=29.331075, expected=28.000000 predicted=28.216710, expected=20.000000 predicted=26.447346, expected=48.000000 predicted=28.888606, expected=36.000000 predicted=33.135453, expected=16.000000 predicted=25.034025, expected=24.000000 predicted=26.001935, expected=28.000000 predicted=28.029161, expected=32.000000 predicted=34.558602, expected=28.000000 predicted=28.592356, expected=32.000000 predicted=25.621253, expected=48.000000 predicted=33.844424, expected=28.000000 predicted=31.572396, expected=16.000000 predicted=27.027491, expected=24.000000 predicted=27.257388, expected=24.000000 predicted=29.423335, expected=80.000000 predicted=47.436573, expected=36.000000 predicted=35.179533, expected=48.000000 predicted=34.361195, expected=24.000000 predicted=32.461086, expected=44.000000 predicted=40.813103, expected=20.000000 predicted=44.378022, expected=20.000000 predicted=30.219669, expected=56.000000 predicted=40.858980, expected=36.000000 predicted=34.443880, expected=24.000000 predicted=32.167229, expected=36.000000 predicted=29.238921, expected=20.000000 predicted=29.031844, expected=28.000000 predicted=35.779555, expected=32.000000 predicted=30.838780, expected=28.000000 predicted=28.005484, expected=32.000000 predicted=30.398347, expected=60.000000 predicted=36.369267, expected=16.000000 predicted=29.658358, expected=12.000000 predicted=24.983753, expected=24.000000 predicted=26.866294, expected=8.000000 predicted=25.185827, expected=36.000000 predicted=32.960811, expected=24.000000 predicted=20.617952, expected=24.000000 predicted=20.279298, expected=8.000000 predicted=17.677088, expected=24.000000 predicted=19.194553, expected=12.000000 predicted=22.523662, expected=12.000000 predicted=17.415204, expected=40.000000 predicted=23.928286, expected=48.000000 predicted=27.383623, expected=20.000000 predicted=24.417533, expected=8.000000 predicted=16.375719, expected=12.000000 predicted=18.867420, expected=32.000000 predicted=31.254189, expected=48.000000 predicted=36.163245, expected=48.000000 predicted=30.621998, expected=40.000000 predicted=28.161373, expected=52.000000 predicted=36.058898, expected=64.000000 predicted=48.635855, expected=100.000000 predicted=65.797983, expected=84.000000 predicted=66.440092, expected=100.000000 predicted=72.176391, expected=120.000000 predicted=87.515435, expected=76.000000 predicted=84.835419, expected=88.000000 predicted=92.084583, expected=72.000000 predicted=85.537072, expected=12.000000 predicted=69.079448, expected=16.000000 predicted=60.063396, expected=60.000000 predicted=59.714131, expected=8.000000 predicted=45.900919, expected=32.000000 predicted=37.033884, expected=28.000000 predicted=23.627454, expected=32.000000 predicted=29.404902, expected=20.000000 predicted=31.788624, expected=44.000000 predicted=27.582386, expected=16.000000 predicted=27.200645, expected=56.000000 predicted=36.215683, expected=52.000000 predicted=39.918444, expected=44.000000 predicted=37.719552, expected=24.000000 predicted=35.273962, expected=4.000000 predicted=23.322761, expected=8.000000 predicted=29.572732, expected=24.000000 predicted=30.297811, expected=8.000000 predicted=21.435000, expected=64.000000 predicted=30.547461, expected=32.000000 predicted=23.811162, expected=8.000000 predicted=17.461443, expected=52.000000 predicted=31.725037, expected=8.000000 predicted=23.705342, expected=40.000000 predicted=39.137839, expected=24.000000 predicted=26.923447, expected=68.000000 predicted=37.537002, expected=28.000000 predicted=38.020317, expected=40.000000 predicted=30.649905, expected=40.000000 predicted=38.960763, expected=20.000000 predicted=32.579022, expected=52.000000 predicted=46.369250, expected=36.000000 predicted=36.037923, expected=60.000000 predicted=45.120606, expected=32.000000 predicted=38.270122, expected=16.000000 predicted=28.897550, expected=28.000000 predicted=35.995962, expected=44.000000 predicted=39.042317, expected=28.000000 predicted=38.364531, expected=4.000000 predicted=20.861885, expected=76.000000 predicted=37.418799, expected=40.000000 predicted=39.396078, expected=56.000000 predicted=44.321483, expected=8.000000 predicted=26.976191, expected=20.000000 predicted=25.843239, expected=40.000000 predicted=45.203805, expected=24.000000 predicted=33.585557, expected=40.000000 predicted=35.617003, expected=48.000000 predicted=30.354046, expected=48.000000 predicted=37.456924, expected=12.000000 predicted=30.754546, expected=36.000000 predicted=31.583539, expected=44.000000 predicted=40.421812, expected=52.000000 predicted=45.178900, expected=36.000000 predicted=38.598971, expected=44.000000 predicted=34.061098, expected=16.000000 predicted=33.288822, expected=24.000000 predicted=34.106284, expected=32.000000 predicted=36.255783, expected=20.000000 predicted=29.226413, expected=60.000000 predicted=39.090611, expected=48.000000 predicted=35.123271, expected=44.000000 predicted=37.149859, expected=24.000000 predicted=32.731534, expected=32.000000 predicted=33.670288, expected=36.000000 predicted=43.008992, expected=40.000000 predicted=40.298006, expected=32.000000 Test MSE: 426.138
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577])] predicted=123.915145, expected=36.000000 predicted=107.694636, expected=36.000000 predicted=72.892399, expected=72.000000 predicted=105.795864, expected=112.000000 predicted=90.964567, expected=124.000000 predicted=117.907781, expected=112.000000 predicted=79.597082, expected=148.000000 predicted=100.252206, expected=152.000000 predicted=120.459994, expected=160.000000 predicted=134.248999, expected=88.000000 predicted=125.009585, expected=76.000000 predicted=114.613039, expected=100.000000 predicted=123.603565, expected=148.000000 predicted=126.820046, expected=108.000000 predicted=116.125329, expected=100.000000 predicted=99.399290, expected=112.000000 predicted=107.438760, expected=88.000000 predicted=105.181580, expected=116.000000 predicted=115.142891, expected=112.000000 predicted=108.309925, expected=140.000000 predicted=112.326885, expected=228.000000 predicted=144.634529, expected=144.000000 predicted=133.385889, expected=84.000000 predicted=124.159454, expected=84.000000 predicted=128.321514, expected=88.000000 predicted=125.024536, expected=108.000000 predicted=130.348315, expected=144.000000 predicted=117.280006, expected=176.000000 predicted=119.315444, expected=116.000000 predicted=113.986791, expected=96.000000 predicted=112.767997, expected=100.000000 predicted=121.194028, expected=148.000000 predicted=134.233540, expected=144.000000 predicted=136.785733, expected=116.000000 predicted=116.756860, expected=160.000000 predicted=129.535551, expected=116.000000 predicted=126.664402, expected=84.000000 predicted=121.148501, expected=136.000000 predicted=131.862979, expected=84.000000 predicted=112.302280, expected=76.000000 predicted=106.948710, expected=144.000000 predicted=115.921425, expected=112.000000 predicted=104.163286, expected=116.000000 predicted=111.653056, expected=28.000000 predicted=85.053741, expected=92.000000 predicted=91.161991, expected=112.000000 predicted=111.008860, expected=84.000000 predicted=87.896632, expected=148.000000 predicted=105.644090, expected=144.000000 predicted=101.202096, expected=96.000000 predicted=104.958818, expected=120.000000 predicted=117.891011, expected=108.000000 predicted=113.820241, expected=56.000000 predicted=106.094375, expected=128.000000 predicted=115.854345, expected=124.000000 predicted=108.998513, expected=104.000000 predicted=104.241908, expected=136.000000 predicted=113.974436, expected=84.000000 predicted=97.503336, expected=124.000000 predicted=117.230265, expected=96.000000 predicted=112.990494, expected=92.000000 predicted=101.487195, expected=116.000000 predicted=113.545482, expected=128.000000 predicted=107.087912, expected=112.000000 predicted=111.874100, expected=132.000000 predicted=113.279552, expected=128.000000 predicted=117.360216, expected=88.000000 predicted=112.024451, expected=172.000000 predicted=133.317182, expected=132.000000 predicted=128.115632, expected=168.000000 predicted=136.868661, expected=124.000000 predicted=135.603204, expected=60.000000 predicted=109.191741, expected=212.000000 predicted=157.950296, expected=68.000000 predicted=123.834445, expected=136.000000 predicted=126.248862, expected=124.000000 predicted=127.252291, expected=144.000000 predicted=117.138324, expected=36.000000 predicted=120.792377, expected=68.000000 predicted=87.690024, expected=100.000000 predicted=108.686535, expected=108.000000 predicted=98.946434, expected=100.000000 predicted=97.753405, expected=124.000000 predicted=88.127163, expected=180.000000 predicted=118.089138, expected=104.000000 predicted=115.168797, expected=120.000000 predicted=118.598450, expected=88.000000 predicted=116.701818, expected=104.000000 predicted=116.629558, expected=100.000000 predicted=121.495469, expected=100.000000 predicted=101.436472, expected=184.000000 predicted=125.316844, expected=88.000000 predicted=106.560164, expected=48.000000 predicted=93.203404, expected=116.000000 predicted=110.201871, expected=120.000000 predicted=110.601497, expected=128.000000 predicted=119.813238, expected=120.000000 predicted=104.323098, expected=152.000000 predicted=112.166906, expected=100.000000 predicted=119.724849, expected=84.000000 predicted=111.788456, expected=72.000000 predicted=108.179418, expected=84.000000 predicted=101.179724, expected=104.000000 predicted=105.256674, expected=76.000000 predicted=86.053527, expected=88.000000 predicted=84.113105, expected=68.000000 predicted=80.277911, expected=96.000000 predicted=86.086918, expected=132.000000 predicted=100.733769, expected=140.000000 predicted=102.035341, expected=100.000000 predicted=100.998564, expected=156.000000 predicted=115.895885, expected=140.000000 predicted=127.895797, expected=136.000000 predicted=131.739661, expected=92.000000 predicted=125.019274, expected=100.000000 predicted=115.500973, expected=80.000000 predicted=117.345213, expected=120.000000 predicted=114.127511, expected=68.000000 predicted=99.642629, expected=140.000000 predicted=102.271742, expected=120.000000 predicted=109.134467, expected=140.000000 predicted=108.938676, expected=80.000000 predicted=109.909438, expected=96.000000 predicted=100.346853, expected=92.000000 predicted=113.799244, expected=120.000000 predicted=109.238148, expected=104.000000 predicted=109.101674, expected=116.000000 predicted=99.993236, expected=120.000000 predicted=109.438379, expected=96.000000 predicted=104.247171, expected=104.000000 predicted=109.832851, expected=112.000000 predicted=109.490484, expected=172.000000 predicted=125.997767, expected=128.000000 predicted=123.198109, expected=84.000000 predicted=107.425733, expected=88.000000 predicted=111.833930, expected=144.000000 predicted=124.409511, expected=80.000000 predicted=116.352605, expected=96.000000 predicted=102.185605, expected=128.000000 predicted=107.793981, expected=152.000000 predicted=115.741035, expected=124.000000 predicted=122.719595, expected=80.000000 predicted=102.534651, expected=120.000000 predicted=116.156568, expected=92.000000 predicted=115.290207, expected=108.000000 predicted=113.329158, expected=132.000000 predicted=115.388674, expected=204.000000 predicted=128.776566, expected=140.000000 predicted=132.602368, expected=76.000000 predicted=112.679640, expected=120.000000 predicted=129.667793, expected=84.000000 predicted=122.366940, expected=84.000000 predicted=118.801731, expected=148.000000 predicted=119.093676, expected=172.000000 predicted=118.014811, expected=124.000000 predicted=120.144694, expected=88.000000 predicted=109.191912, expected=152.000000 predicted=128.761882, expected=96.000000 predicted=127.761023, expected=156.000000 predicted=135.764891, expected=112.000000 predicted=123.825325, expected=244.000000 predicted=146.146838, expected=140.000000 predicted=153.350772, expected=88.000000 predicted=121.705898, expected=148.000000 predicted=154.658535, expected=100.000000 predicted=131.183634, expected=104.000000 predicted=140.448386, expected=144.000000 predicted=128.365606, expected=204.000000 predicted=136.044254, expected=104.000000 predicted=130.756474, expected=104.000000 predicted=119.108185, expected=172.000000 predicted=144.041386, expected=56.000000 predicted=120.343429, expected=116.000000 predicted=130.495702, expected=184.000000 predicted=133.377301, expected=184.000000 predicted=134.908703, expected=104.000000 predicted=135.413165, expected=80.000000 predicted=109.412674, expected=148.000000 predicted=138.077586, expected=64.000000 predicted=123.693978, expected=48.000000 predicted=102.606681, expected=160.000000 predicted=113.056048, expected=204.000000 predicted=123.008436, expected=88.000000 predicted=113.723694, expected=104.000000 predicted=107.886389, expected=60.000000 predicted=100.937936, expected=68.000000 predicted=109.077490, expected=148.000000 predicted=129.656812, expected=136.000000 predicted=102.262884, expected=76.000000 predicted=93.838148, expected=96.000000 predicted=95.466464, expected=100.000000 predicted=100.402519, expected=164.000000 predicted=127.272515, expected=96.000000 predicted=111.880783, expected=144.000000 predicted=111.184772, expected=220.000000 predicted=147.320029, expected=172.000000 predicted=143.162342, expected=52.000000 predicted=130.679204, expected=72.000000 predicted=119.849634, expected=140.000000 predicted=138.512433, expected=84.000000 predicted=123.498387, expected=80.000000 predicted=104.263557, expected=84.000000 predicted=85.401246, expected=164.000000 predicted=107.553728, expected=112.000000 predicted=112.531199, expected=88.000000 predicted=95.981631, expected=112.000000 predicted=109.410229, expected=88.000000 predicted=101.117694, expected=80.000000 predicted=108.080405, expected=168.000000 predicted=119.010554, expected=140.000000 predicted=111.952650, expected=120.000000 predicted=114.781086, expected=52.000000 predicted=101.524645, expected=108.000000 predicted=108.248057, expected=76.000000 predicted=112.809979, expected=72.000000 predicted=92.394645, expected=112.000000 predicted=99.604443, expected=200.000000 predicted=110.451168, expected=128.000000 predicted=113.930755, expected=112.000000 predicted=110.769746, expected=128.000000 predicted=125.590173, expected=96.000000 predicted=119.788011, expected=180.000000 predicted=152.905221, expected=140.000000 predicted=132.102080, expected=168.000000 predicted=135.733666, expected=164.000000 predicted=150.570222, expected=48.000000 predicted=113.640630, expected=168.000000 predicted=154.777194, expected=104.000000 predicted=131.003466, expected=132.000000 predicted=128.485729, expected=108.000000 predicted=128.764322, expected=116.000000 predicted=103.731895, expected=108.000000 predicted=126.851477, expected=72.000000 predicted=100.513195, expected=104.000000 predicted=109.759807, expected=52.000000 predicted=89.391334, expected=116.000000 predicted=98.287691, expected=144.000000 predicted=108.317835, expected=132.000000 predicted=100.305744, expected=76.000000 predicted=100.830108, expected=156.000000 predicted=114.264413, expected=148.000000 predicted=130.599690, expected=48.000000 predicted=106.125084, expected=116.000000 predicted=119.222748, expected=112.000000 predicted=108.004760, expected=80.000000 predicted=105.497216, expected=80.000000 predicted=102.798638, expected=124.000000 predicted=93.603629, expected=92.000000 predicted=99.269551, expected=188.000000 predicted=122.373623, expected=96.000000 predicted=105.951354, expected=8.000000 predicted=80.841364, expected=80.000000 predicted=105.366926, expected=136.000000 predicted=102.954055, expected=80.000000 predicted=99.196360, expected=160.000000 predicted=104.475060, expected=180.000000 predicted=108.224617, expected=172.000000 predicted=129.804216, expected=88.000000 predicted=131.331280, expected=124.000000 predicted=128.696006, expected=140.000000 predicted=146.702009, expected=88.000000 predicted=126.601070, expected=108.000000 predicted=125.836205, expected=100.000000 predicted=106.092872, expected=196.000000 predicted=133.861531, expected=140.000000 predicted=130.935495, expected=84.000000 predicted=108.657045, expected=104.000000 predicted=123.844505, expected=56.000000 predicted=102.595245, expected=164.000000 predicted=136.094204, expected=180.000000 predicted=132.078603, expected=176.000000 predicted=124.765067, expected=64.000000 predicted=115.443911, expected=104.000000 predicted=116.031372, expected=80.000000 predicted=127.967047, expected=136.000000 predicted=127.621067, expected=160.000000 predicted=133.527190, expected=152.000000 predicted=112.175412, expected=192.000000 predicted=142.805591, expected=160.000000 predicted=141.383409, expected=144.000000 predicted=151.909457, expected=96.000000 predicted=145.778919, expected=144.000000 predicted=148.229003, expected=148.000000 predicted=153.060624, expected=120.000000 predicted=132.847872, expected=108.000000 predicted=127.479846, expected=88.000000 predicted=111.505326, expected=136.000000 predicted=128.035279, expected=164.000000 predicted=134.936324, expected=172.000000 predicted=133.779900, expected=96.000000 predicted=120.400513, expected=164.000000 predicted=137.061592, expected=196.000000 predicted=160.672547, expected=148.000000 predicted=151.156842, expected=128.000000 predicted=151.389187, expected=136.000000 predicted=140.879672, expected=80.000000 predicted=134.021101, expected=140.000000 predicted=145.155061, expected=144.000000 predicted=134.807634, expected=184.000000 predicted=138.403898, expected=148.000000 predicted=140.751192, expected=128.000000 predicted=128.605647, expected=128.000000 predicted=144.741965, expected=124.000000 predicted=139.607034, expected=168.000000 predicted=153.910874, expected=140.000000 predicted=139.853552, expected=200.000000 predicted=152.701439, expected=140.000000 predicted=147.189413, expected=148.000000 predicted=147.291604, expected=152.000000 predicted=161.875131, expected=72.000000 predicted=129.035971, expected=128.000000 predicted=146.335101, expected=148.000000 predicted=136.770017, expected=216.000000 predicted=151.539715, expected=164.000000 predicted=149.743265, expected=48.000000 predicted=108.750409, expected=84.000000 predicted=129.215015, expected=92.000000 predicted=125.551601, expected=124.000000 predicted=128.917967, expected=168.000000 predicted=127.834094, expected=136.000000 predicted=103.863934, expected=116.000000 predicted=114.469121, expected=116.000000 predicted=122.237706, expected=148.000000 predicted=135.759437, expected=120.000000 predicted=134.856140, expected=140.000000 predicted=131.077136, expected=112.000000 predicted=123.422612, expected=100.000000 predicted=117.409743, expected=24.000000 predicted=100.254546, expected=100.000000 predicted=102.971309, expected=80.000000 predicted=97.616313, expected=64.000000 predicted=76.960991, expected=96.000000 predicted=85.424449, expected=172.000000 predicted=94.489974, expected=196.000000 predicted=126.419117, expected=84.000000 predicted=103.232793, expected=120.000000 predicted=117.577501, expected=120.000000 predicted=129.485417, expected=60.000000 predicted=116.004234, expected=184.000000 predicted=146.610578, expected=200.000000 predicted=134.479525, expected=236.000000 predicted=157.843328, expected=104.000000 predicted=140.475531, expected=136.000000 predicted=140.076277, expected=80.000000 predicted=152.413411, expected=84.000000 predicted=134.430394, expected=108.000000 predicted=138.229098, expected=160.000000 predicted=117.675231, expected=208.000000 predicted=143.046036, expected=112.000000 predicted=115.327253, expected=76.000000 predicted=111.280183, expected=100.000000 predicted=124.950894, expected=100.000000 predicted=124.765213, expected=92.000000 predicted=120.894231, expected=164.000000 predicted=118.731697, expected=232.000000 predicted=139.338446, expected=224.000000 predicted=155.795219, expected=232.000000 predicted=175.804823, expected=176.000000 predicted=174.406425, expected=124.000000 predicted=175.039549, expected=96.000000 predicted=172.832189, expected=172.000000 predicted=178.556610, expected=128.000000 predicted=158.755353, expected=88.000000 predicted=125.446108, expected=132.000000 predicted=128.669240, expected=116.000000 predicted=116.919090, expected=104.000000 predicted=123.619349, expected=168.000000 predicted=134.182783, expected=192.000000 predicted=138.691784, expected=220.000000 predicted=163.687616, expected=208.000000 predicted=170.883918, expected=72.000000 predicted=134.814941, expected=100.000000 predicted=150.508063, expected=96.000000 predicted=146.077419, expected=112.000000 predicted=137.115088, expected=164.000000 predicted=145.561349, expected=128.000000 predicted=109.304586, expected=120.000000 predicted=116.558149, expected=88.000000 predicted=110.806496, expected=152.000000 predicted=129.838309, expected=84.000000 predicted=120.553437, expected=116.000000 predicted=114.481592, expected=116.000000 predicted=117.508896, expected=184.000000 predicted=128.628428, expected=96.000000 predicted=123.231227, expected=104.000000 predicted=108.027750, expected=112.000000 predicted=122.682545, expected=56.000000 predicted=97.749864, expected=72.000000 predicted=108.210499, expected=144.000000 predicted=108.312842, expected=160.000000 predicted=116.291448, expected=136.000000 predicted=116.651412, expected=92.000000 predicted=100.252472, expected=96.000000 predicted=107.182674, expected=80.000000 predicted=113.896208, expected=100.000000 predicted=113.952169, expected=116.000000 predicted=110.981890, expected=96.000000 predicted=94.836034, expected=128.000000 predicted=107.275203, expected=164.000000 predicted=120.787573, expected=160.000000 predicted=129.222675, expected=84.000000 predicted=114.741739, expected=108.000000 predicted=117.514935, expected=184.000000 predicted=148.195872, expected=132.000000 predicted=137.652760, expected=92.000000 predicted=122.920385, expected=92.000000 predicted=109.775752, expected=108.000000 predicted=114.888608, expected=112.000000 predicted=125.762986, expected=100.000000 predicted=107.725196, expected=80.000000 predicted=93.223092, expected=156.000000 predicted=116.637914, expected=76.000000 predicted=99.107189, expected=96.000000 predicted=100.799831, expected=156.000000 predicted=122.873597, expected=108.000000 predicted=103.549478, expected=100.000000 predicted=117.008599, expected=176.000000 predicted=127.898613, expected=104.000000 predicted=113.653386, expected=128.000000 predicted=130.847572, expected=112.000000 predicted=121.237135, expected=88.000000 predicted=106.658216, expected=100.000000 predicted=123.348179, expected=116.000000 predicted=109.063364, expected=112.000000 predicted=111.339620, expected=120.000000 predicted=111.048123, expected=100.000000 predicted=102.699934, expected=104.000000 predicted=106.269881, expected=112.000000 predicted=112.272908, expected=76.000000 Test MSE: 1752.122
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754])] predicted=33.315937, expected=32.000000 predicted=29.049893, expected=44.000000 predicted=35.808958, expected=16.000000 predicted=35.182894, expected=44.000000 predicted=36.154171, expected=28.000000 predicted=29.616606, expected=20.000000 predicted=30.176797, expected=24.000000 predicted=28.939942, expected=36.000000 predicted=28.358095, expected=40.000000 predicted=33.962035, expected=44.000000 predicted=32.781897, expected=48.000000 predicted=35.195110, expected=36.000000 predicted=36.673108, expected=48.000000 predicted=41.910475, expected=24.000000 predicted=38.386518, expected=28.000000 predicted=37.381118, expected=20.000000 predicted=33.241995, expected=24.000000 predicted=30.261695, expected=32.000000 predicted=30.822559, expected=32.000000 predicted=27.278311, expected=32.000000 predicted=28.236335, expected=32.000000 predicted=28.109454, expected=24.000000 predicted=28.319979, expected=28.000000 predicted=29.754318, expected=36.000000 predicted=31.312349, expected=12.000000 predicted=26.314352, expected=32.000000 predicted=27.636393, expected=8.000000 predicted=21.775469, expected=32.000000 predicted=25.841088, expected=76.000000 predicted=37.085092, expected=32.000000 predicted=31.763439, expected=20.000000 predicted=30.548828, expected=48.000000 predicted=33.758594, expected=8.000000 predicted=34.370675, expected=36.000000 predicted=39.566013, expected=16.000000 predicted=25.319937, expected=12.000000 predicted=22.913199, expected=28.000000 predicted=25.572480, expected=48.000000 predicted=26.482924, expected=40.000000 predicted=31.825247, expected=64.000000 predicted=35.850914, expected=28.000000 predicted=33.625197, expected=24.000000 predicted=36.126558, expected=28.000000 predicted=37.267696, expected=4.000000 predicted=30.131253, expected=8.000000 predicted=26.534612, expected=24.000000 predicted=20.097097, expected=20.000000 predicted=19.540880, expected=28.000000 predicted=20.266838, expected=16.000000 predicted=15.184602, expected=48.000000 predicted=25.325890, expected=36.000000 predicted=29.325957, expected=24.000000 predicted=27.908175, expected=36.000000 predicted=30.332727, expected=24.000000 predicted=29.231762, expected=16.000000 predicted=30.493947, expected=52.000000 predicted=33.254141, expected=52.000000 predicted=36.046921, expected=52.000000 predicted=40.580375, expected=36.000000 predicted=36.256438, expected=24.000000 predicted=34.980534, expected=48.000000 predicted=44.659884, expected=32.000000 predicted=41.272173, expected=24.000000 predicted=36.111514, expected=24.000000 predicted=29.806575, expected=48.000000 predicted=34.595067, expected=40.000000 predicted=37.887517, expected=20.000000 predicted=30.156790, expected=4.000000 predicted=22.801095, expected=40.000000 predicted=29.948266, expected=48.000000 predicted=36.895895, expected=48.000000 predicted=36.127710, expected=68.000000 predicted=39.164352, expected=28.000000 predicted=35.492089, expected=20.000000 predicted=38.863995, expected=40.000000 predicted=41.228974, expected=28.000000 predicted=39.559247, expected=36.000000 predicted=39.145702, expected=56.000000 predicted=35.984775, expected=40.000000 predicted=36.437749, expected=48.000000 predicted=41.699131, expected=44.000000 predicted=40.502099, expected=44.000000 predicted=44.407964, expected=44.000000 predicted=46.256141, expected=16.000000 predicted=36.753327, expected=20.000000 predicted=34.543134, expected=28.000000 predicted=32.692209, expected=20.000000 predicted=29.712601, expected=24.000000 predicted=26.328677, expected=28.000000 predicted=22.457566, expected=24.000000 predicted=23.960924, expected=20.000000 predicted=23.601491, expected=20.000000 predicted=21.834121, expected=20.000000 predicted=22.428804, expected=60.000000 predicted=32.406992, expected=8.000000 predicted=23.802037, expected=40.000000 predicted=28.242685, expected=16.000000 predicted=24.305024, expected=28.000000 predicted=29.268200, expected=24.000000 predicted=30.017335, expected=48.000000 predicted=28.779432, expected=44.000000 predicted=35.114396, expected=44.000000 predicted=34.025237, expected=20.000000 predicted=31.738933, expected=56.000000 predicted=39.588365, expected=76.000000 predicted=51.641748, expected=52.000000 predicted=50.048985, expected=16.000000 predicted=39.527850, expected=20.000000 predicted=34.969007, expected=24.000000 predicted=40.484322, expected=36.000000 predicted=41.211992, expected=16.000000 predicted=27.777295, expected=44.000000 predicted=26.940444, expected=52.000000 predicted=33.480221, expected=52.000000 predicted=38.950014, expected=32.000000 predicted=36.959865, expected=44.000000 predicted=38.201111, expected=44.000000 predicted=44.610163, expected=16.000000 predicted=38.505412, expected=32.000000 predicted=36.408048, expected=56.000000 predicted=39.227376, expected=48.000000 predicted=42.372635, expected=32.000000 predicted=37.311089, expected=32.000000 predicted=33.192148, expected=44.000000 predicted=40.552521, expected=24.000000 predicted=39.167461, expected=32.000000 predicted=35.586801, expected=60.000000 predicted=39.385947, expected=36.000000 predicted=38.147160, expected=40.000000 predicted=39.425074, expected=60.000000 predicted=42.109362, expected=48.000000 predicted=46.008306, expected=44.000000 predicted=48.322111, expected=64.000000 predicted=49.042563, expected=56.000000 predicted=52.075015, expected=64.000000 predicted=57.465062, expected=76.000000 predicted=59.685977, expected=64.000000 predicted=60.835873, expected=60.000000 predicted=63.369830, expected=36.000000 predicted=55.817960, expected=64.000000 predicted=61.272060, expected=44.000000 predicted=57.344258, expected=72.000000 predicted=59.553117, expected=40.000000 predicted=51.440478, expected=32.000000 predicted=45.368448, expected=40.000000 predicted=47.777267, expected=20.000000 predicted=39.611873, expected=44.000000 predicted=43.746887, expected=48.000000 predicted=38.805783, expected=52.000000 predicted=41.077995, expected=88.000000 predicted=52.583785, expected=48.000000 predicted=48.247775, expected=28.000000 predicted=47.542546, expected=44.000000 predicted=48.579398, expected=36.000000 predicted=48.847466, expected=60.000000 predicted=55.170717, expected=80.000000 predicted=53.045325, expected=48.000000 predicted=48.300218, expected=40.000000 predicted=48.386837, expected=60.000000 predicted=52.372811, expected=72.000000 predicted=62.614665, expected=36.000000 predicted=55.927702, expected=60.000000 predicted=52.413021, expected=88.000000 predicted=61.113641, expected=36.000000 predicted=57.403250, expected=48.000000 predicted=56.172488, expected=48.000000 predicted=49.678870, expected=40.000000 predicted=53.503789, expected=8.000000 predicted=43.129964, expected=4.000000 predicted=26.960193, expected=60.000000 predicted=38.622943, expected=28.000000 predicted=33.071423, expected=32.000000 predicted=30.357810, expected=36.000000 predicted=26.135359, expected=24.000000 predicted=28.509457, expected=16.000000 predicted=32.362855, expected=56.000000 predicted=34.398592, expected=68.000000 predicted=42.373091, expected=56.000000 predicted=44.672951, expected=32.000000 predicted=38.614133, expected=52.000000 predicted=44.546204, expected=32.000000 predicted=47.614240, expected=40.000000 predicted=47.910346, expected=40.000000 predicted=42.281480, expected=68.000000 predicted=46.621135, expected=36.000000 predicted=44.240669, expected=36.000000 predicted=40.502869, expected=44.000000 predicted=42.875316, expected=32.000000 predicted=41.563558, expected=44.000000 predicted=45.348676, expected=24.000000 predicted=34.222022, expected=32.000000 predicted=35.071444, expected=36.000000 predicted=35.666647, expected=52.000000 predicted=38.717059, expected=48.000000 predicted=40.876460, expected=44.000000 predicted=38.861719, expected=44.000000 predicted=41.693548, expected=40.000000 predicted=42.860715, expected=40.000000 predicted=44.626079, expected=16.000000 predicted=36.287949, expected=28.000000 predicted=34.804866, expected=52.000000 predicted=39.022261, expected=44.000000 predicted=38.567965, expected=60.000000 predicted=42.713071, expected=52.000000 predicted=41.020310, expected=40.000000 predicted=44.074232, expected=48.000000 predicted=48.894912, expected=20.000000 predicted=40.792703, expected=28.000000 predicted=40.938610, expected=84.000000 predicted=50.595846, expected=44.000000 predicted=44.691743, expected=44.000000 predicted=45.205364, expected=56.000000 predicted=43.731524, expected=24.000000 predicted=42.938022, expected=4.000000 predicted=40.876342, expected=24.000000 predicted=31.416790, expected=72.000000 predicted=42.989148, expected=52.000000 predicted=42.790389, expected=56.000000 predicted=40.076478, expected=72.000000 predicted=45.708424, expected=72.000000 predicted=57.701401, expected=28.000000 predicted=55.701021, expected=52.000000 predicted=54.160958, expected=40.000000 predicted=50.959482, expected=64.000000 predicted=58.272197, expected=60.000000 predicted=55.162275, expected=4.000000 predicted=35.467953, expected=16.000000 predicted=36.339869, expected=60.000000 predicted=42.654774, expected=36.000000 predicted=42.320750, expected=48.000000 predicted=41.215051, expected=72.000000 predicted=40.096108, expected=16.000000 predicted=35.969201, expected=36.000000 predicted=45.037065, expected=36.000000 predicted=38.230900, expected=64.000000 predicted=49.228146, expected=24.000000 predicted=41.533214, expected=40.000000 predicted=35.106719, expected=52.000000 predicted=41.942365, expected=28.000000 predicted=39.158687, expected=40.000000 predicted=43.140745, expected=40.000000 predicted=35.982015, expected=16.000000 predicted=33.987402, expected=8.000000 predicted=29.144925, expected=16.000000 predicted=23.169596, expected=72.000000 predicted=38.452063, expected=40.000000 predicted=33.964325, expected=44.000000 predicted=33.524772, expected=52.000000 predicted=36.780300, expected=32.000000 predicted=39.187050, expected=76.000000 predicted=57.610630, expected=56.000000 predicted=49.628339, expected=52.000000 predicted=52.351355, expected=48.000000 predicted=51.076046, expected=32.000000 predicted=45.696143, expected=32.000000 predicted=49.072764, expected=44.000000 predicted=44.753306, expected=80.000000 predicted=53.134606, expected=36.000000 predicted=44.481976, expected=52.000000 predicted=46.019426, expected=4.000000 predicted=34.242771, expected=24.000000 predicted=38.810885, expected=32.000000 predicted=39.917930, expected=64.000000 predicted=40.402284, expected=56.000000 predicted=42.283035, expected=40.000000 predicted=34.364656, expected=40.000000 predicted=39.875770, expected=20.000000 predicted=37.841625, expected=32.000000 predicted=42.744225, expected=60.000000 predicted=45.162700, expected=60.000000 predicted=45.038351, expected=48.000000 predicted=43.814518, expected=52.000000 predicted=43.329502, expected=52.000000 predicted=48.969254, expected=60.000000 predicted=56.731386, expected=40.000000 predicted=51.002794, expected=28.000000 predicted=44.086016, expected=72.000000 predicted=53.426277, expected=56.000000 predicted=52.426492, expected=44.000000 predicted=50.784658, expected=48.000000 predicted=46.281600, expected=56.000000 predicted=49.489814, expected=32.000000 predicted=50.768594, expected=4.000000 predicted=36.144901, expected=32.000000 predicted=35.632242, expected=40.000000 predicted=37.189923, expected=32.000000 predicted=35.396082, expected=52.000000 predicted=34.577111, expected=72.000000 predicted=40.269245, expected=28.000000 predicted=39.906902, expected=28.000000 predicted=39.699076, expected=48.000000 predicted=42.059147, expected=40.000000 predicted=45.192539, expected=44.000000 predicted=46.436112, expected=20.000000 predicted=31.472180, expected=48.000000 predicted=38.686521, expected=52.000000 predicted=43.630845, expected=88.000000 predicted=54.429249, expected=48.000000 predicted=48.894969, expected=48.000000 predicted=47.787794, expected=60.000000 predicted=55.991887, expected=44.000000 predicted=54.904558, expected=36.000000 predicted=54.587586, expected=24.000000 predicted=40.451363, expected=40.000000 predicted=42.275997, expected=68.000000 predicted=50.015429, expected=88.000000 predicted=55.706769, expected=32.000000 predicted=44.465791, expected=44.000000 predicted=46.104688, expected=36.000000 predicted=47.193934, expected=36.000000 predicted=50.962280, expected=28.000000 predicted=45.320658, expected=52.000000 predicted=39.659877, expected=84.000000 predicted=52.165381, expected=24.000000 predicted=39.983763, expected=28.000000 predicted=39.436352, expected=36.000000 predicted=38.840747, expected=16.000000 predicted=38.219159, expected=16.000000 predicted=35.891568, expected=44.000000 predicted=29.228478, expected=40.000000 predicted=31.475476, expected=32.000000 predicted=31.682343, expected=40.000000 predicted=30.881652, expected=8.000000 predicted=25.098233, expected=40.000000 predicted=36.075705, expected=48.000000 predicted=36.659352, expected=88.000000 predicted=49.471917, expected=52.000000 predicted=46.053717, expected=24.000000 predicted=37.125364, expected=8.000000 predicted=36.557436, expected=24.000000 predicted=39.112661, expected=32.000000 predicted=42.374591, expected=52.000000 predicted=37.646374, expected=8.000000 predicted=21.616160, expected=24.000000 predicted=22.871849, expected=48.000000 predicted=32.633108, expected=36.000000 predicted=34.256125, expected=16.000000 predicted=30.333469, expected=52.000000 predicted=31.439618, expected=20.000000 predicted=29.614381, expected=52.000000 predicted=41.259587, expected=24.000000 predicted=31.415626, expected=16.000000 predicted=27.054328, expected=40.000000 predicted=36.056150, expected=20.000000 predicted=26.741727, expected=28.000000 predicted=32.118040, expected=28.000000 predicted=25.534771, expected=44.000000 predicted=30.615715, expected=40.000000 predicted=34.827328, expected=40.000000 predicted=33.158905, expected=48.000000 predicted=38.312371, expected=8.000000 predicted=29.894013, expected=48.000000 predicted=40.187397, expected=32.000000 predicted=35.300909, expected=60.000000 predicted=43.382962, expected=36.000000 predicted=38.463715, expected=36.000000 predicted=34.177229, expected=36.000000 predicted=40.572786, expected=40.000000 predicted=39.586613, expected=12.000000 predicted=35.160483, expected=24.000000 predicted=30.112102, expected=32.000000 predicted=30.602838, expected=24.000000 predicted=28.584274, expected=12.000000 predicted=23.523519, expected=16.000000 predicted=18.383235, expected=12.000000 predicted=19.109868, expected=20.000000 predicted=20.750465, expected=20.000000 predicted=18.220189, expected=28.000000 predicted=18.985842, expected=36.000000 predicted=23.414053, expected=36.000000 predicted=25.720652, expected=28.000000 predicted=27.141864, expected=8.000000 predicted=22.468032, expected=24.000000 predicted=26.249902, expected=32.000000 predicted=28.820340, expected=32.000000 predicted=28.710888, expected=60.000000 predicted=34.748599, expected=36.000000 predicted=30.186533, expected=20.000000 predicted=30.982250, expected=32.000000 predicted=33.867909, expected=16.000000 predicted=30.221612, expected=56.000000 predicted=42.203677, expected=36.000000 predicted=33.233108, expected=24.000000 predicted=29.070198, expected=48.000000 predicted=36.074100, expected=32.000000 predicted=33.228703, expected=32.000000 predicted=39.153772, expected=44.000000 predicted=36.652079, expected=36.000000 predicted=35.107804, expected=64.000000 predicted=46.483915, expected=32.000000 predicted=37.791602, expected=32.000000 predicted=38.327134, expected=48.000000 predicted=42.826304, expected=16.000000 predicted=35.127939, expected=12.000000 predicted=33.557321, expected=48.000000 predicted=33.289426, expected=32.000000 predicted=31.997110, expected=32.000000 predicted=33.395572, expected=40.000000 predicted=29.333542, expected=28.000000 predicted=29.715976, expected=52.000000 predicted=41.604077, expected=40.000000 predicted=36.958040, expected=24.000000 predicted=34.243196, expected=84.000000 predicted=49.460134, expected=28.000000 predicted=39.271648, expected=32.000000 predicted=43.515634, expected=20.000000 predicted=33.789513, expected=36.000000 predicted=36.978498, expected=36.000000 predicted=42.796270, expected=28.000000 predicted=29.880423, expected=40.000000 predicted=32.801560, expected=60.000000 predicted=38.477465, expected=20.000000 predicted=34.460528, expected=12.000000 predicted=29.892342, expected=16.000000 predicted=26.427063, expected=20.000000 predicted=28.551915, expected=48.000000 predicted=35.071543, expected=40.000000 predicted=27.413929, expected=44.000000 predicted=30.549934, expected=20.000000 predicted=27.529280, expected=32.000000 predicted=32.541652, expected=8.000000 predicted=29.625952, expected=20.000000 predicted=27.914657, expected=12.000000 predicted=22.561504, expected=32.000000 predicted=22.768421, expected=40.000000 predicted=26.833108, expected=24.000000 predicted=21.807251, expected=28.000000 predicted=25.323071, expected=32.000000 Test MSE: 303.352
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052])] predicted=58.288118, expected=40.000000 predicted=51.739847, expected=56.000000 predicted=92.589277, expected=124.000000 predicted=96.438071, expected=104.000000 predicted=68.742069, expected=76.000000 predicted=64.532599, expected=80.000000 predicted=72.258008, expected=40.000000 predicted=47.290738, expected=60.000000 predicted=89.665293, expected=132.000000 predicted=114.576132, expected=100.000000 predicted=77.571921, expected=144.000000 predicted=115.697155, expected=88.000000 predicted=72.543397, expected=108.000000 predicted=85.762224, expected=108.000000 predicted=123.317600, expected=64.000000 predicted=76.491412, expected=60.000000 predicted=105.898192, expected=56.000000 predicted=72.421888, expected=96.000000 predicted=94.983579, expected=80.000000 predicted=88.997353, expected=52.000000 predicted=59.138052, expected=56.000000 predicted=65.195431, expected=32.000000 predicted=42.848878, expected=20.000000 predicted=54.883727, expected=88.000000 predicted=82.615029, expected=152.000000 predicted=92.689194, expected=84.000000 predicted=64.467864, expected=72.000000 predicted=66.930939, expected=36.000000 predicted=40.272097, expected=52.000000 predicted=64.651559, expected=80.000000 predicted=109.646569, expected=84.000000 predicted=76.297632, expected=112.000000 predicted=92.299028, expected=60.000000 predicted=51.389944, expected=72.000000 predicted=67.244827, expected=64.000000 predicted=74.816583, expected=36.000000 predicted=54.659361, expected=72.000000 predicted=92.697539, expected=112.000000 predicted=81.670634, expected=100.000000 predicted=79.334028, expected=84.000000 predicted=79.388379, expected=80.000000 predicted=66.036266, expected=80.000000 predicted=75.890213, expected=68.000000 predicted=87.274636, expected=64.000000 predicted=81.533920, expected=96.000000 predicted=89.337656, expected=116.000000 predicted=93.595358, expected=96.000000 predicted=86.113789, expected=36.000000 predicted=58.783276, expected=72.000000 predicted=75.467923, expected=64.000000 predicted=74.809328, expected=60.000000 predicted=79.460950, expected=64.000000 predicted=82.707395, expected=84.000000 predicted=59.466222, expected=56.000000 predicted=61.999134, expected=96.000000 predicted=81.767312, expected=68.000000 predicted=64.250353, expected=44.000000 predicted=53.373322, expected=52.000000 predicted=73.694782, expected=76.000000 predicted=62.186851, expected=64.000000 predicted=73.858992, expected=112.000000 predicted=90.331108, expected=92.000000 predicted=68.427349, expected=52.000000 predicted=53.610472, expected=56.000000 predicted=74.760208, expected=40.000000 predicted=50.416249, expected=88.000000 predicted=93.767640, expected=120.000000 predicted=100.796138, expected=64.000000 predicted=54.859230, expected=64.000000 predicted=70.219737, expected=112.000000 predicted=80.877946, expected=52.000000 predicted=60.888007, expected=92.000000 predicted=107.746681, expected=180.000000 predicted=123.309872, expected=152.000000 predicted=95.840035, expected=96.000000 predicted=111.308256, expected=76.000000 predicted=81.820384, expected=72.000000 predicted=82.387600, expected=48.000000 predicted=105.579538, expected=52.000000 predicted=98.410690, expected=80.000000 predicted=85.487720, expected=72.000000 predicted=68.451602, expected=44.000000 predicted=58.742767, expected=96.000000 predicted=77.140896, expected=76.000000 predicted=60.022836, expected=60.000000 predicted=67.886565, expected=32.000000 predicted=59.374789, expected=144.000000 predicted=93.035486, expected=208.000000 predicted=140.139696, expected=68.000000 predicted=65.455905, expected=76.000000 predicted=94.324169, expected=44.000000 predicted=49.881333, expected=40.000000 predicted=77.204971, expected=40.000000 predicted=119.085618, expected=72.000000 predicted=65.042093, expected=84.000000 predicted=75.423929, expected=44.000000 predicted=43.703095, expected=48.000000 predicted=51.432389, expected=72.000000 predicted=57.867790, expected=44.000000 predicted=51.136575, expected=84.000000 predicted=84.462135, expected=52.000000 predicted=48.637757, expected=144.000000 predicted=94.464420, expected=88.000000 predicted=78.515505, expected=64.000000 predicted=56.621526, expected=84.000000 predicted=96.390480, expected=44.000000 predicted=42.954246, expected=96.000000 predicted=115.855560, expected=76.000000 predicted=79.602043, expected=48.000000 predicted=53.823909, expected=124.000000 predicted=109.499155, expected=100.000000 predicted=66.434058, expected=72.000000 predicted=82.385390, expected=52.000000 predicted=75.130450, expected=160.000000 predicted=103.442792, expected=160.000000 predicted=128.656580, expected=32.000000 predicted=65.347946, expected=84.000000 predicted=101.482413, expected=60.000000 predicted=56.407240, expected=44.000000 predicted=86.282391, expected=60.000000 predicted=110.611052, expected=64.000000 predicted=45.866684, expected=80.000000 predicted=77.748244, expected=116.000000 predicted=87.598829, expected=116.000000 predicted=79.301398, expected=76.000000 predicted=71.935151, expected=60.000000 predicted=71.267884, expected=72.000000 predicted=78.177017, expected=56.000000 predicted=78.991560, expected=148.000000 predicted=127.015922, expected=148.000000 predicted=105.902548, expected=84.000000 predicted=73.183582, expected=112.000000 predicted=108.520703, expected=76.000000 predicted=68.729726, expected=96.000000 predicted=115.532887, expected=128.000000 predicted=135.334508, expected=152.000000 predicted=112.205912, expected=116.000000 predicted=114.272888, expected=84.000000 predicted=89.388788, expected=68.000000 predicted=89.180548, expected=72.000000 predicted=96.691765, expected=84.000000 predicted=110.372717, expected=88.000000 predicted=96.815893, expected=72.000000 predicted=77.700110, expected=120.000000 predicted=96.288660, expected=72.000000 predicted=70.321167, expected=68.000000 predicted=78.296279, expected=80.000000 predicted=88.881705, expected=48.000000 predicted=55.554916, expected=84.000000 predicted=100.200990, expected=96.000000 predicted=81.879009, expected=152.000000 predicted=105.053180, expected=76.000000 predicted=78.846403, expected=56.000000 predicted=62.655233, expected=76.000000 predicted=88.167113, expected=80.000000 predicted=78.644133, expected=96.000000 predicted=116.174061, expected=92.000000 predicted=84.485961, expected=116.000000 predicted=87.917981, expected=96.000000 predicted=87.063360, expected=64.000000 predicted=74.837324, expected=92.000000 predicted=98.431693, expected=76.000000 predicted=80.230468, expected=88.000000 predicted=97.568629, expected=168.000000 predicted=131.241845, expected=156.000000 predicted=104.284720, expected=16.000000 predicted=59.623953, expected=96.000000 predicted=106.633762, expected=96.000000 predicted=86.319291, expected=84.000000 predicted=107.515718, expected=88.000000 predicted=125.628872, expected=92.000000 predicted=58.236964, expected=156.000000 predicted=122.738870, expected=96.000000 predicted=92.323073, expected=36.000000 predicted=67.827455, expected=80.000000 predicted=95.732875, expected=32.000000 predicted=54.138012, expected=56.000000 predicted=97.447843, expected=44.000000 predicted=69.345939, expected=164.000000 predicted=94.535902, expected=80.000000 predicted=73.168238, expected=68.000000 predicted=58.436713, expected=60.000000 predicted=73.781783, expected=48.000000 predicted=42.441533, expected=60.000000 predicted=105.006151, expected=112.000000 predicted=91.600596, expected=128.000000 predicted=91.750111, expected=60.000000 predicted=62.134663, expected=44.000000 predicted=59.698532, expected=52.000000 predicted=61.308514, expected=40.000000 predicted=66.710709, expected=64.000000 predicted=89.633998, expected=96.000000 predicted=75.190719, expected=68.000000 predicted=53.370196, expected=72.000000 predicted=67.020819, expected=88.000000 predicted=68.737632, expected=108.000000 predicted=82.511058, expected=64.000000 predicted=78.435046, expected=60.000000 predicted=70.128637, expected=140.000000 predicted=107.473288, expected=168.000000 predicted=116.431922, expected=68.000000 predicted=85.931057, expected=44.000000 predicted=73.808037, expected=84.000000 predicted=80.634600, expected=52.000000 predicted=80.539854, expected=56.000000 predicted=104.941029, expected=60.000000 predicted=67.000389, expected=92.000000 predicted=65.065529, expected=64.000000 predicted=70.423194, expected=56.000000 predicted=57.610860, expected=76.000000 predicted=70.494598, expected=32.000000 predicted=43.094475, expected=40.000000 predicted=66.314028, expected=112.000000 predicted=87.310035, expected=160.000000 predicted=96.677055, expected=64.000000 predicted=67.426768, expected=52.000000 predicted=61.548113, expected=72.000000 predicted=66.630475, expected=68.000000 predicted=77.363603, expected=32.000000 predicted=88.922859, expected=152.000000 predicted=110.575964, expected=136.000000 predicted=84.649090, expected=92.000000 predicted=80.587818, expected=96.000000 predicted=100.441708, expected=104.000000 predicted=71.968306, expected=60.000000 predicted=98.665988, expected=56.000000 predicted=97.356442, expected=76.000000 predicted=84.422666, expected=172.000000 predicted=124.761355, expected=104.000000 predicted=94.434754, expected=76.000000 predicted=78.256332, expected=56.000000 predicted=72.877973, expected=44.000000 predicted=57.279455, expected=72.000000 predicted=113.588681, expected=84.000000 predicted=86.444374, expected=160.000000 predicted=113.225422, expected=68.000000 predicted=61.022603, expected=52.000000 predicted=60.269974, expected=60.000000 predicted=77.472194, expected=112.000000 predicted=87.474464, expected=44.000000 predicted=90.921217, expected=628.000000 predicted=331.905643, expected=136.000000 predicted=90.044776, expected=84.000000 predicted=105.030016, expected=80.000000 predicted=183.652621, expected=64.000000 predicted=24.753379, expected=56.000000 predicted=324.554687, expected=88.000000 predicted=104.479127, expected=100.000000 predicted=86.106339, expected=64.000000 predicted=71.811426, expected=68.000000 predicted=71.728176, expected=100.000000 predicted=79.028654, expected=72.000000 predicted=76.273331, expected=120.000000 predicted=105.892958, expected=68.000000 predicted=70.593687, expected=104.000000 predicted=86.843678, expected=72.000000 predicted=88.741192, expected=132.000000 predicted=97.575024, expected=68.000000 predicted=94.334508, expected=72.000000 predicted=74.145407, expected=116.000000 predicted=109.986045, expected=136.000000 predicted=96.426912, expected=40.000000 predicted=87.557980, expected=36.000000 predicted=65.629806, expected=60.000000 predicted=69.668733, expected=60.000000 predicted=75.387130, expected=52.000000 predicted=85.455695, expected=52.000000 predicted=49.176216, expected=72.000000 predicted=54.365993, expected=48.000000 predicted=53.201893, expected=48.000000 predicted=55.100240, expected=40.000000 predicted=48.741762, expected=36.000000 predicted=43.386700, expected=32.000000 predicted=50.035761, expected=72.000000 predicted=55.810237, expected=156.000000 predicted=91.135111, expected=52.000000 predicted=47.500642, expected=64.000000 predicted=62.581643, expected=76.000000 predicted=65.372986, expected=48.000000 predicted=55.518199, expected=48.000000 predicted=96.058388, expected=108.000000 predicted=77.360797, expected=148.000000 predicted=95.815918, expected=64.000000 predicted=71.780881, expected=48.000000 predicted=63.853445, expected=48.000000 predicted=58.758308, expected=36.000000 predicted=65.242124, expected=64.000000 predicted=94.767590, expected=68.000000 predicted=61.787328, expected=96.000000 predicted=68.186351, expected=68.000000 predicted=60.607034, expected=96.000000 predicted=69.268469, expected=72.000000 predicted=71.385563, expected=72.000000 predicted=70.933289, expected=60.000000 predicted=79.582101, expected=80.000000 predicted=72.606952, expected=108.000000 predicted=95.868854, expected=124.000000 predicted=93.359214, expected=92.000000 predicted=85.177793, expected=132.000000 predicted=100.998587, expected=60.000000 predicted=76.919745, expected=88.000000 predicted=98.770626, expected=80.000000 predicted=101.867973, expected=116.000000 predicted=96.219979, expected=64.000000 predicted=96.464782, expected=40.000000 predicted=57.542027, expected=52.000000 predicted=73.959957, expected=16.000000 predicted=45.830840, expected=36.000000 predicted=68.908236, expected=84.000000 predicted=67.464779, expected=44.000000 predicted=38.149287, expected=52.000000 predicted=54.081431, expected=36.000000 predicted=34.091539, expected=80.000000 predicted=54.805788, expected=76.000000 predicted=74.088384, expected=48.000000 predicted=47.611583, expected=88.000000 predicted=72.999394, expected=72.000000 predicted=55.471433, expected=80.000000 predicted=76.908398, expected=64.000000 predicted=72.980653, expected=60.000000 predicted=57.122562, expected=20.000000 predicted=56.535023, expected=52.000000 predicted=60.687729, expected=92.000000 predicted=77.762640, expected=80.000000 predicted=64.743989, expected=48.000000 predicted=58.283875, expected=64.000000 predicted=51.064609, expected=68.000000 predicted=60.109005, expected=44.000000 predicted=64.261478, expected=40.000000 predicted=61.002826, expected=56.000000 predicted=52.537218, expected=92.000000 predicted=71.007284, expected=60.000000 predicted=61.184707, expected=40.000000 predicted=47.998919, expected=64.000000 predicted=57.278380, expected=44.000000 predicted=48.497718, expected=56.000000 predicted=68.956260, expected=56.000000 predicted=57.955970, expected=56.000000 predicted=47.624206, expected=48.000000 predicted=56.138927, expected=40.000000 predicted=44.157850, expected=36.000000 predicted=46.558755, expected=40.000000 predicted=46.566546, expected=72.000000 predicted=59.127383, expected=96.000000 predicted=66.458723, expected=176.000000 predicted=100.956407, expected=88.000000 predicted=68.174372, expected=68.000000 predicted=69.203988, expected=104.000000 predicted=98.206150, expected=52.000000 predicted=70.890015, expected=44.000000 predicted=103.675982, expected=76.000000 predicted=81.926334, expected=112.000000 predicted=81.224164, expected=36.000000 predicted=67.661558, expected=40.000000 predicted=55.125991, expected=64.000000 predicted=58.329773, expected=40.000000 predicted=51.115826, expected=48.000000 predicted=74.563989, expected=68.000000 predicted=52.961348, expected=300.000000 predicted=150.867582, expected=192.000000 predicted=119.612281, expected=188.000000 predicted=130.407201, expected=264.000000 predicted=184.525209, expected=52.000000 predicted=78.669314, expected=64.000000 predicted=185.721430, expected=108.000000 predicted=148.070133, expected=64.000000 predicted=104.855273, expected=48.000000 predicted=140.668091, expected=72.000000 predicted=66.754547, expected=56.000000 predicted=57.187478, expected=36.000000 predicted=67.775243, expected=40.000000 predicted=53.468514, expected=156.000000 predicted=93.608287, expected=60.000000 predicted=61.987516, expected=52.000000 predicted=63.385966, expected=84.000000 predicted=71.221638, expected=68.000000 predicted=51.273531, expected=84.000000 predicted=109.339303, expected=100.000000 predicted=81.202393, expected=104.000000 predicted=78.931754, expected=92.000000 predicted=89.988864, expected=16.000000 predicted=51.764712, expected=44.000000 predicted=67.471097, expected=52.000000 predicted=68.642104, expected=52.000000 predicted=66.071392, expected=80.000000 predicted=80.138030, expected=104.000000 predicted=61.389935, expected=64.000000 predicted=57.688430, expected=68.000000 predicted=67.023134, expected=56.000000 predicted=59.086391, expected=36.000000 predicted=56.539889, expected=68.000000 predicted=80.228544, expected=64.000000 predicted=60.172850, expected=64.000000 predicted=63.389018, expected=68.000000 predicted=63.969332, expected=64.000000 predicted=52.920636, expected=44.000000 predicted=57.073143, expected=68.000000 predicted=65.645732, expected=44.000000 predicted=53.025203, expected=72.000000 predicted=66.995481, expected=104.000000 predicted=80.617565, expected=84.000000 predicted=64.259827, expected=128.000000 predicted=99.333343, expected=128.000000 predicted=90.886544, expected=80.000000 predicted=82.016836, expected=88.000000 predicted=102.028228, expected=76.000000 predicted=82.627384, expected=164.000000 predicted=134.129995, expected=84.000000 predicted=102.252537, expected=84.000000 predicted=89.501808, expected=48.000000 predicted=77.955052, expected=44.000000 predicted=59.744053, expected=48.000000 predicted=94.716307, expected=108.000000 predicted=86.209564, expected=76.000000 predicted=74.771305, expected=40.000000 predicted=50.997639, expected=40.000000 predicted=51.281030, expected=48.000000 predicted=47.406115, expected=60.000000 predicted=73.642538, expected=72.000000 predicted=68.852085, expected=84.000000 predicted=62.392003, expected=108.000000 predicted=75.209583, expected=92.000000 predicted=73.699240, expected=40.000000 predicted=58.376135, expected=24.000000 predicted=55.316384, expected=28.000000 predicted=53.790786, expected=56.000000 predicted=69.390762, expected=60.000000 predicted=66.227701, expected=104.000000 predicted=69.256385, expected=52.000000 predicted=44.045466, expected=32.000000 predicted=39.508630, expected=76.000000 predicted=68.257089, expected=48.000000 Test MSE: 2243.229
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946])] predicted=42.436626, expected=12.000000 predicted=32.234639, expected=8.000000 predicted=28.928181, expected=40.000000 predicted=34.056657, expected=24.000000 predicted=42.669051, expected=24.000000 predicted=20.975721, expected=240.000000 predicted=51.990313, expected=24.000000 predicted=59.775453, expected=4.000000 predicted=58.215707, expected=20.000000 predicted=53.275466, expected=20.000000 predicted=54.809427, expected=28.000000 predicted=70.107001, expected=20.000000 predicted=19.526059, expected=200.000000 predicted=43.592280, expected=4.000000 predicted=49.436995, expected=12.000000 predicted=45.163666, expected=236.000000 predicted=74.382863, expected=40.000000 predicted=82.527722, expected=4.000000 predicted=96.984515, expected=388.000000 predicted=91.389240, expected=64.000000 predicted=107.705822, expected=8.000000 predicted=159.917869, expected=68.000000 predicted=90.540469, expected=16.000000 predicted=77.787755, expected=20.000000 predicted=128.545276, expected=12.000000 predicted=33.620553, expected=24.000000 predicted=22.198604, expected=8.000000 predicted=28.064126, expected=8.000000 predicted=15.205133, expected=12.000000 predicted=13.991277, expected=24.000000 predicted=13.643162, expected=28.000000 predicted=17.517613, expected=28.000000 predicted=17.371340, expected=8.000000 predicted=17.718573, expected=8.000000 predicted=17.880460, expected=8.000000 predicted=17.101918, expected=4.000000 predicted=14.683691, expected=16.000000 predicted=13.058538, expected=16.000000 predicted=9.236617, expected=20.000000 predicted=11.717033, expected=8.000000 predicted=11.838279, expected=20.000000 predicted=13.174831, expected=28.000000 predicted=16.957404, expected=36.000000 predicted=20.568757, expected=40.000000 predicted=25.014933, expected=20.000000 predicted=24.419102, expected=84.000000 predicted=36.053483, expected=16.000000 predicted=35.678294, expected=20.000000 predicted=39.094006, expected=4.000000 predicted=30.659171, expected=12.000000 predicted=24.346005, expected=28.000000 predicted=31.102317, expected=36.000000 predicted=18.358537, expected=12.000000 predicted=19.550474, expected=60.000000 predicted=23.695400, expected=20.000000 predicted=25.565361, expected=12.000000 predicted=30.005037, expected=4.000000 predicted=24.869268, expected=28.000000 predicted=20.310834, expected=24.000000 predicted=26.662019, expected=292.000000 predicted=55.891479, expected=12.000000 predicted=57.525466, expected=16.000000 predicted=71.849055, expected=28.000000 predicted=59.991661, expected=16.000000 predicted=56.820269, expected=28.000000 predicted=88.114446, expected=144.000000 predicted=35.326114, expected=184.000000 predicted=62.337525, expected=12.000000 predicted=69.605428, expected=20.000000 predicted=68.115552, expected=12.000000 predicted=57.889030, expected=44.000000 predicted=75.009777, expected=68.000000 predicted=69.927837, expected=24.000000 predicted=28.849060, expected=40.000000 predicted=34.828395, expected=112.000000 predicted=44.248436, expected=12.000000 predicted=48.843877, expected=16.000000 predicted=51.823526, expected=48.000000 predicted=37.812422, expected=8.000000 predicted=37.580217, expected=48.000000 predicted=49.573619, expected=8.000000 predicted=20.987835, expected=8.000000 predicted=23.102347, expected=20.000000 predicted=25.046455, expected=20.000000 predicted=16.574189, expected=344.000000 predicted=69.794747, expected=16.000000 predicted=61.274434, expected=32.000000 predicted=82.111347, expected=8.000000 predicted=63.697230, expected=8.000000 predicted=65.324502, expected=4.000000 predicted=98.795079, expected=8.000000 predicted=12.529492, expected=20.000000 predicted=14.688363, expected=16.000000 predicted=10.209660, expected=20.000000 predicted=12.494831, expected=4.000000 predicted=11.168700, expected=272.000000 predicted=49.983756, expected=16.000000 predicted=53.433385, expected=40.000000 predicted=68.138419, expected=12.000000 predicted=53.134415, expected=4.000000 predicted=51.433765, expected=4.000000 predicted=78.879949, expected=12.000000 predicted=13.903520, expected=16.000000 predicted=16.622819, expected=160.000000 predicted=31.664566, expected=36.000000 predicted=35.653890, expected=304.000000 predicted=84.663321, expected=28.000000 predicted=88.203434, expected=4.000000 predicted=92.918924, expected=8.000000 predicted=90.873647, expected=28.000000 predicted=59.852585, expected=212.000000 predicted=115.952909, expected=12.000000 predicted=49.786253, expected=28.000000 predicted=50.012714, expected=4.000000 predicted=40.167239, expected=20.000000 predicted=50.015714, expected=20.000000 predicted=62.289616, expected=28.000000 predicted=18.369950, expected=36.000000 predicted=22.822249, expected=24.000000 predicted=20.772033, expected=32.000000 predicted=26.114446, expected=4.000000 predicted=23.572242, expected=40.000000 predicted=27.093952, expected=16.000000 predicted=25.624242, expected=20.000000 predicted=23.620430, expected=8.000000 predicted=20.265583, expected=316.000000 predicted=58.007292, expected=36.000000 predicted=73.310541, expected=20.000000 predicted=73.624261, expected=12.000000 predicted=58.700131, expected=24.000000 predicted=65.339068, expected=20.000000 predicted=92.937538, expected=188.000000 predicted=46.913800, expected=20.000000 predicted=46.380645, expected=8.000000 predicted=46.010813, expected=120.000000 predicted=53.867186, expected=60.000000 predicted=64.697333, expected=176.000000 predicted=105.383781, expected=8.000000 predicted=61.460950, expected=356.000000 predicted=104.939087, expected=28.000000 predicted=131.185345, expected=8.000000 predicted=112.311611, expected=12.000000 predicted=101.215436, expected=8.000000 predicted=65.920555, expected=8.000000 predicted=96.237073, expected=12.000000 predicted=13.549544, expected=12.000000 predicted=9.681005, expected=264.000000 predicted=44.479465, expected=16.000000 predicted=56.070675, expected=12.000000 predicted=55.788316, expected=24.000000 predicted=47.808629, expected=16.000000 predicted=53.976505, expected=12.000000 predicted=74.769311, expected=16.000000 predicted=15.596877, expected=20.000000 predicted=15.987798, expected=8.000000 predicted=16.809777, expected=112.000000 predicted=27.441608, expected=4.000000 predicted=29.617112, expected=36.000000 predicted=32.715618, expected=156.000000 predicted=48.347501, expected=4.000000 predicted=53.971246, expected=8.000000 predicted=60.998335, expected=40.000000 predicted=34.179851, expected=28.000000 predicted=44.534251, expected=112.000000 predicted=64.538937, expected=16.000000 predicted=34.129735, expected=12.000000 predicted=35.958234, expected=8.000000 predicted=34.103559, expected=8.000000 predicted=30.399033, expected=16.000000 predicted=34.600916, expected=12.000000 predicted=12.232361, expected=16.000000 predicted=11.942631, expected=20.000000 predicted=12.597244, expected=24.000000 predicted=15.271094, expected=232.000000 predicted=46.232530, expected=4.000000 predicted=53.728348, expected=16.000000 predicted=54.161421, expected=16.000000 predicted=44.435735, expected=12.000000 predicted=49.657490, expected=12.000000 predicted=62.736296, expected=8.000000 predicted=10.638703, expected=24.000000 predicted=14.270955, expected=8.000000 predicted=13.637240, expected=44.000000 predicted=17.025106, expected=20.000000 predicted=18.837140, expected=12.000000 predicted=19.411901, expected=288.000000 predicted=56.201850, expected=12.000000 predicted=66.299070, expected=8.000000 predicted=70.392838, expected=104.000000 predicted=61.014465, expected=8.000000 predicted=70.286653, expected=32.000000 predicted=93.909793, expected=8.000000 predicted=25.393369, expected=16.000000 predicted=28.459741, expected=8.000000 predicted=33.739811, expected=32.000000 predicted=16.239060, expected=24.000000 predicted=20.544445, expected=36.000000 predicted=20.080445, expected=16.000000 predicted=21.707308, expected=4.000000 predicted=19.791198, expected=4.000000 predicted=19.577801, expected=32.000000 predicted=18.520209, expected=8.000000 predicted=18.290618, expected=28.000000 predicted=15.594610, expected=24.000000 predicted=15.047214, expected=4.000000 predicted=16.737282, expected=20.000000 predicted=19.643051, expected=64.000000 predicted=21.745973, expected=12.000000 predicted=26.912819, expected=12.000000 predicted=24.066942, expected=20.000000 predicted=19.102349, expected=28.000000 predicted=25.271483, expected=12.000000 predicted=27.774208, expected=16.000000 predicted=16.414545, expected=16.000000 predicted=16.405791, expected=20.000000 predicted=18.637916, expected=16.000000 predicted=18.621024, expected=8.000000 predicted=14.673453, expected=20.000000 predicted=15.504551, expected=12.000000 predicted=15.168498, expected=200.000000 predicted=39.868780, expected=368.000000 predicted=99.084015, expected=4.000000 predicted=106.211237, expected=8.000000 predicted=101.504056, expected=200.000000 predicted=113.767696, expected=12.000000 predicted=137.720715, expected=16.000000 predicted=128.587416, expected=20.000000 predicted=36.820438, expected=36.000000 predicted=44.317645, expected=4.000000 predicted=56.946490, expected=28.000000 predicted=19.401373, expected=8.000000 predicted=17.533487, expected=32.000000 predicted=21.461964, expected=28.000000 predicted=22.762219, expected=12.000000 predicted=18.536452, expected=20.000000 predicted=21.779590, expected=24.000000 predicted=19.159758, expected=60.000000 predicted=29.049583, expected=16.000000 predicted=27.097856, expected=28.000000 predicted=27.273674, expected=8.000000 predicted=24.652056, expected=4.000000 predicted=23.327335, expected=200.000000 predicted=50.206454, expected=12.000000 predicted=43.258841, expected=4.000000 predicted=50.301221, expected=24.000000 predicted=36.036449, expected=28.000000 predicted=40.885617, expected=28.000000 predicted=58.109726, expected=120.000000 predicted=33.660340, expected=4.000000 predicted=33.325368, expected=28.000000 predicted=41.595281, expected=20.000000 predicted=34.495992, expected=20.000000 predicted=35.890678, expected=40.000000 predicted=43.169814, expected=8.000000 predicted=19.088402, expected=4.000000 predicted=21.386275, expected=4.000000 predicted=15.349168, expected=28.000000 predicted=16.648751, expected=12.000000 predicted=17.183828, expected=8.000000 predicted=11.331277, expected=36.000000 predicted=13.930254, expected=12.000000 predicted=15.544747, expected=16.000000 predicted=20.135086, expected=8.000000 predicted=14.584634, expected=16.000000 predicted=15.305882, expected=296.000000 predicted=58.302182, expected=8.000000 predicted=57.435128, expected=8.000000 predicted=68.596259, expected=24.000000 predicted=51.063999, expected=4.000000 predicted=55.939015, expected=12.000000 predicted=73.914756, expected=44.000000 predicted=15.011777, expected=8.000000 predicted=16.213922, expected=20.000000 predicted=20.142074, expected=40.000000 predicted=18.940493, expected=12.000000 predicted=22.177249, expected=208.000000 predicted=52.793008, expected=16.000000 predicted=47.847953, expected=16.000000 predicted=58.294648, expected=196.000000 predicted=71.097654, expected=8.000000 predicted=71.874990, expected=8.000000 predicted=92.866398, expected=24.000000 predicted=38.041348, expected=12.000000 predicted=41.381874, expected=96.000000 predicted=64.166109, expected=4.000000 predicted=24.076347, expected=8.000000 predicted=28.564503, expected=20.000000 predicted=24.320333, expected=24.000000 predicted=26.069514, expected=4.000000 predicted=30.201400, expected=28.000000 predicted=14.080539, expected=8.000000 predicted=14.152120, expected=28.000000 predicted=19.287824, expected=16.000000 predicted=17.496267, expected=16.000000 predicted=16.661830, expected=36.000000 predicted=21.522560, expected=312.000000 predicted=60.771607, expected=16.000000 predicted=69.060985, expected=32.000000 predicted=82.478506, expected=12.000000 predicted=61.007638, expected=772.000000 predicted=158.678681, expected=8.000000 predicted=195.711386, expected=24.000000 predicted=174.546153, expected=16.000000 predicted=181.391295, expected=24.000000 predicted=141.310966, expected=16.000000 predicted=182.783042, expected=24.000000 predicted=18.103672, expected=16.000000 predicted=20.157636, expected=8.000000 predicted=17.638767, expected=24.000000 predicted=18.796979, expected=4.000000 predicted=15.186033, expected=12.000000 predicted=15.128026, expected=24.000000 predicted=14.323979, expected=16.000000 predicted=13.570563, expected=8.000000 predicted=15.406366, expected=20.000000 predicted=13.898861, expected=24.000000 predicted=16.320337, expected=28.000000 predicted=19.276653, expected=12.000000 predicted=18.317623, expected=20.000000 predicted=18.788469, expected=20.000000 predicted=20.498291, expected=28.000000 predicted=21.257850, expected=40.000000 predicted=23.891451, expected=32.000000 predicted=24.371935, expected=24.000000 predicted=27.651847, expected=4.000000 predicted=25.975031, expected=24.000000 predicted=25.680591, expected=20.000000 predicted=23.729097, expected=12.000000 predicted=19.405631, expected=12.000000 predicted=16.898544, expected=16.000000 predicted=14.201427, expected=20.000000 predicted=16.922795, expected=20.000000 predicted=16.346119, expected=12.000000 predicted=15.400862, expected=4.000000 predicted=14.611869, expected=12.000000 predicted=14.218748, expected=12.000000 predicted=13.012652, expected=44.000000 predicted=15.793567, expected=24.000000 predicted=16.880265, expected=12.000000 predicted=18.372740, expected=24.000000 predicted=22.021164, expected=32.000000 predicted=23.239306, expected=8.000000 predicted=24.536608, expected=28.000000 predicted=21.839776, expected=32.000000 predicted=21.650861, expected=44.000000 predicted=26.386547, expected=28.000000 predicted=28.851806, expected=20.000000 predicted=27.039959, expected=108.000000 predicted=40.439881, expected=16.000000 predicted=39.776508, expected=16.000000 predicted=41.845755, expected=28.000000 predicted=38.426404, expected=4.000000 predicted=30.598140, expected=12.000000 predicted=33.479015, expected=40.000000 predicted=18.285866, expected=20.000000 predicted=18.538989, expected=24.000000 predicted=21.895898, expected=36.000000 predicted=22.180159, expected=28.000000 predicted=25.470750, expected=24.000000 predicted=29.308062, expected=16.000000 predicted=25.303042, expected=8.000000 predicted=23.310286, expected=92.000000 predicted=31.305568, expected=8.000000 predicted=27.969130, expected=12.000000 predicted=29.102876, expected=20.000000 predicted=28.018896, expected=28.000000 predicted=25.365327, expected=24.000000 predicted=31.914709, expected=36.000000 predicted=20.563553, expected=16.000000 predicted=22.590621, expected=8.000000 predicted=22.945193, expected=24.000000 predicted=23.120162, expected=8.000000 predicted=18.993254, expected=20.000000 predicted=19.011295, expected=48.000000 predicted=19.250427, expected=20.000000 predicted=19.948233, expected=8.000000 predicted=22.893897, expected=20.000000 predicted=21.368809, expected=32.000000 predicted=23.187171, expected=20.000000 predicted=24.630306, expected=20.000000 predicted=20.473908, expected=84.000000 predicted=27.902516, expected=12.000000 predicted=30.073590, expected=4.000000 predicted=31.633955, expected=52.000000 predicted=32.559746, expected=28.000000 predicted=30.329904, expected=16.000000 predicted=34.759982, expected=44.000000 predicted=26.268872, expected=48.000000 predicted=29.336516, expected=4.000000 predicted=33.255894, expected=20.000000 predicted=28.765277, expected=8.000000 predicted=23.570395, expected=20.000000 predicted=23.718289, expected=20.000000 predicted=20.515552, expected=4.000000 predicted=12.499897, expected=8.000000 predicted=14.304321, expected=204.000000 predicted=35.402505, expected=16.000000 predicted=40.677875, expected=4.000000 predicted=49.072458, expected=24.000000 predicted=48.956749, expected=20.000000 predicted=41.588268, expected=8.000000 predicted=50.887634, expected=104.000000 predicted=26.159449, expected=40.000000 predicted=29.587957, expected=32.000000 Test MSE: 6312.177
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733])] predicted=214.680827, expected=221.032000 predicted=327.018016, expected=323.056000 predicted=270.076103, expected=343.224000 predicted=231.111976, expected=144.116000 predicted=121.170973, expected=171.728000 predicted=209.496522, expected=159.024000 predicted=158.975545, expected=171.208000 predicted=215.363578, expected=358.280000 predicted=447.961401, expected=418.484000 predicted=258.845554, expected=295.576000 predicted=200.295609, expected=153.860000 predicted=167.292689, expected=177.472000 predicted=169.394319, expected=130.016000 predicted=192.150700, expected=170.872000 predicted=319.168277, expected=208.316000 predicted=290.017665, expected=461.516000 predicted=356.136695, expected=468.740000 predicted=304.293266, expected=146.960000 predicted=52.019661, expected=167.824000 predicted=261.394106, expected=144.204000 predicted=103.562561, expected=119.524000 predicted=236.409236, expected=219.260000 predicted=449.378103, expected=294.688000 predicted=216.338593, expected=288.732000 predicted=219.200291, expected=139.948000 predicted=126.525890, expected=156.592000 predicted=157.060613, expected=157.752000 predicted=165.188095, expected=133.920000 predicted=186.010714, expected=175.752000 predicted=281.239012, expected=368.488000 predicted=295.156942, expected=335.028000 predicted=203.717293, expected=148.028000 predicted=125.534832, expected=135.984000 predicted=182.714998, expected=170.856000 predicted=132.898189, expected=146.432000 predicted=222.645970, expected=153.288000 predicted=288.726898, expected=313.972000 predicted=280.805277, expected=280.580000 predicted=162.561166, expected=148.520000 predicted=140.695372, expected=154.592000 predicted=196.890901, expected=155.656000 predicted=110.334406, expected=154.724000 predicted=220.267123, expected=198.388000 predicted=280.449061, expected=330.980000 predicted=267.498280, expected=313.656000 predicted=209.479141, expected=119.868000 predicted=99.287420, expected=182.520000 predicted=228.477651, expected=143.436000 predicted=113.876413, expected=162.140000 predicted=232.427150, expected=167.252000 predicted=289.790349, expected=317.136000 predicted=237.827437, expected=293.428000 predicted=219.961919, expected=134.492000 predicted=101.320788, expected=135.788000 predicted=197.219474, expected=166.900000 predicted=135.138820, expected=160.636000 predicted=212.044724, expected=224.096000 predicted=311.617718, expected=371.384000 predicted=286.840597, expected=379.144000 predicted=230.858655, expected=192.292000 predicted=143.929748, expected=134.652000 predicted=172.404155, expected=149.788000 predicted=164.909571, expected=124.380000 predicted=205.516845, expected=224.996000 predicted=364.880325, expected=282.592000 predicted=251.102582, expected=350.432000 predicted=247.738445, expected=161.896000 predicted=118.345527, expected=175.840000 predicted=172.373496, expected=214.776000 predicted=222.262987, expected=166.272000 predicted=160.873309, expected=258.608000 predicted=380.338867, expected=401.780000 predicted=307.489298, expected=379.708000 predicted=236.645846, expected=235.676000 predicted=219.752436, expected=162.124000 predicted=169.803471, expected=250.492000 predicted=252.443775, expected=163.624000 predicted=225.332437, expected=242.072000 predicted=367.096639, expected=359.956000 predicted=344.817505, expected=264.680000 predicted=139.638970, expected=127.640000 predicted=202.354834, expected=171.356000 predicted=200.267354, expected=214.996000 predicted=189.396748, expected=127.188000 predicted=213.043944, expected=250.608000 predicted=341.944665, expected=335.808000 predicted=230.008456, expected=248.668000 predicted=154.098686, expected=143.728000 predicted=206.323553, expected=181.356000 predicted=165.736547, expected=186.176000 predicted=178.892083, expected=152.236000 predicted=237.257589, expected=250.496000 predicted=309.722208, expected=306.220000 predicted=216.242814, expected=323.200000 predicted=244.995169, expected=164.308000 predicted=155.118205, expected=169.196000 predicted=175.511468, expected=179.164000 predicted=203.446955, expected=136.308000 predicted=179.442590, expected=242.556000 predicted=352.882844, expected=315.992000 predicted=242.425546, expected=247.948000 predicted=173.510695, expected=133.620000 predicted=164.959001, expected=186.404000 predicted=180.693630, expected=226.836000 predicted=207.624980, expected=115.048000 predicted=177.206348, expected=155.320000 predicted=264.026551, expected=295.364000 predicted=237.394745, expected=302.548000 predicted=199.128519, expected=226.016000 predicted=239.440514, expected=162.280000 predicted=148.038863, expected=172.844000 predicted=146.674188, expected=170.756000 predicted=215.252141, expected=275.260000 predicted=323.644981, expected=352.592000 predicted=308.747711, expected=292.580000 predicted=199.823330, expected=204.872000 predicted=194.551123, expected=167.188000 predicted=161.708057, expected=200.316000 predicted=224.716152, expected=177.904000 predicted=251.608952, expected=238.996000 predicted=299.274437, expected=350.776000 predicted=310.986126, expected=293.472000 predicted=188.665287, expected=151.260000 predicted=164.714013, expected=178.800000 predicted=212.120595, expected=208.072000 predicted=190.367315, expected=174.640000 predicted=239.435636, expected=263.260000 predicted=342.977971, expected=325.824000 predicted=239.178427, expected=292.016000 predicted=207.820956, expected=206.724000 predicted=213.175280, expected=211.852000 predicted=198.893344, expected=237.904000 predicted=236.027125, expected=168.520000 predicted=218.145973, expected=251.708000 predicted=325.110798, expected=472.644000 predicted=387.405170, expected=370.380000 predicted=214.094227, expected=208.908000 predicted=231.639655, expected=218.080000 predicted=236.653508, expected=181.400000 predicted=137.464593, expected=172.204000 predicted=322.926583, expected=235.128000 predicted=355.546700, expected=438.404000 predicted=360.967857, expected=330.512000 predicted=221.152084, expected=177.408000 predicted=173.790652, expected=171.244000 predicted=210.910834, expected=200.096000 predicted=161.891986, expected=193.924000 predicted=308.600760, expected=287.876000 predicted=368.095068, expected=382.440000 predicted=296.301430, expected=337.384000 predicted=222.952021, expected=169.464000 predicted=165.745280, expected=166.688000 predicted=200.904161, expected=193.540000 predicted=216.687420, expected=172.756000 predicted=250.618080, expected=223.612000 predicted=333.843780, expected=396.616000 predicted=326.479396, expected=289.100000 predicted=163.324885, expected=149.428000 predicted=168.968116, expected=165.260000 predicted=209.787064, expected=181.956000 predicted=146.712380, expected=152.484000 predicted=265.390119, expected=298.236000 predicted=371.186098, expected=480.828000 predicted=339.956167, expected=352.388000 predicted=190.293203, expected=200.008000 predicted=205.455096, expected=154.360000 predicted=159.296645, expected=180.168000 predicted=189.900590, expected=224.016000 predicted=363.183421, expected=280.820000 predicted=351.396077, expected=301.444000 predicted=262.514717, expected=299.956000 predicted=226.973163, expected=179.472000 predicted=147.548452, expected=201.632000 predicted=229.890330, expected=154.864000 predicted=193.663595, expected=154.856000 predicted=217.540836, expected=227.736000 predicted=311.733886, expected=370.184000 predicted=290.101182, expected=327.452000 predicted=242.411744, expected=165.428000 predicted=138.487817, expected=186.072000 predicted=208.615598, expected=195.752000 predicted=169.180309, expected=150.080000 predicted=230.178948, expected=234.176000 predicted=349.741088, expected=322.572000 predicted=250.535300, expected=325.452000 predicted=235.857570, expected=190.256000 predicted=181.440589, expected=159.472000 predicted=164.672957, expected=165.868000 predicted=184.557011, expected=133.736000 predicted=195.230383, expected=207.796000 predicted=316.495770, expected=334.408000 predicted=292.057817, expected=323.180000 predicted=213.820076, expected=294.140000 predicted=246.875799, expected=226.308000 predicted=170.253814, expected=215.744000 predicted=190.371250, expected=136.212000 predicted=210.848258, expected=222.740000 predicted=304.681875, expected=345.200000 predicted=350.362138, expected=299.664000 predicted=223.356599, expected=189.348000 predicted=214.341917, expected=155.472000 predicted=154.091615, expected=186.688000 predicted=182.315959, expected=190.528000 predicted=255.096691, expected=244.908000 predicted=305.872587, expected=338.908000 predicted=293.941775, expected=337.032000 predicted=226.596890, expected=193.320000 predicted=161.461602, expected=207.464000 predicted=229.808406, expected=179.796000 predicted=177.896017, expected=127.244000 predicted=200.996761, expected=258.996000 predicted=375.241637, expected=322.676000 predicted=245.450853, expected=363.272000 predicted=288.587564, expected=215.084000 predicted=184.619906, expected=133.024000 predicted=114.616965, expected=164.820000 predicted=222.529293, expected=176.300000 predicted=213.166568, expected=219.356000 predicted=320.908103, expected=377.524000 predicted=356.183523, expected=339.560000 predicted=197.002428, expected=196.776000 predicted=157.024241, expected=178.360000 predicted=209.956829, expected=204.308000 predicted=178.162065, expected=138.660000 predicted=221.053020, expected=282.732000 predicted=390.057836, expected=432.404000 predicted=338.752845, expected=321.904000 predicted=184.567506, expected=212.352000 predicted=237.579579, expected=178.616000 predicted=156.022177, expected=159.068000 predicted=168.809732, expected=153.548000 predicted=300.500509, expected=227.824000 predicted=313.785781, expected=333.084000 predicted=294.137584, expected=338.500000 predicted=249.313483, expected=171.736000 predicted=134.578888, expected=199.604000 predicted=212.118996, expected=209.408000 predicted=190.101496, expected=189.560000 predicted=228.250251, expected=329.628000 predicted=416.192211, expected=422.096000 predicted=295.010070, expected=370.556000 predicted=256.088171, expected=274.192000 predicted=252.698694, expected=279.972000 predicted=235.133977, expected=317.260000 predicted=302.629403, expected=356.712000 predicted=390.995367, expected=419.472000 predicted=429.053998, expected=329.808000 predicted=273.459824, expected=205.436000 predicted=223.632365, expected=187.884000 predicted=266.524843, expected=307.276000 predicted=337.484672, expected=414.776000 predicted=427.274102, expected=442.248000 predicted=403.835094, expected=310.372000 predicted=242.220345, expected=207.200000 predicted=183.332074, expected=178.416000 predicted=230.038593, expected=198.932000 predicted=288.889366, expected=157.304000 predicted=295.379411, expected=230.404000 predicted=315.303666, expected=366.176000 predicted=320.884810, expected=365.452000 predicted=242.040442, expected=150.680000 predicted=139.138657, expected=155.808000 predicted=199.393689, expected=170.536000 predicted=168.359952, expected=120.660000 predicted=194.227194, expected=222.696000 predicted=376.931192, expected=473.464000 predicted=365.833873, expected=359.444000 predicted=177.158695, expected=181.004000 predicted=179.417399, expected=147.112000 predicted=166.914011, expected=178.544000 predicted=138.991321, expected=138.176000 predicted=284.973444, expected=227.208000 predicted=358.521129, expected=383.496000 predicted=322.765335, expected=349.576000 predicted=203.642046, expected=188.748000 predicted=171.468484, expected=133.956000 predicted=151.394312, expected=189.216000 predicted=189.660667, expected=141.496000 predicted=220.163834, expected=221.656000 predicted=343.661901, expected=402.536000 predicted=352.727912, expected=349.480000 predicted=180.715072, expected=138.712000 predicted=141.650209, expected=150.116000 predicted=193.481281, expected=160.088000 predicted=138.079869, expected=137.144000 predicted=240.964949, expected=207.632000 predicted=349.419571, expected=343.488000 predicted=266.682350, expected=286.044000 predicted=176.239507, expected=253.312000 predicted=227.704270, expected=276.248000 predicted=223.133183, expected=193.708000 predicted=134.743144, expected=135.604000 predicted=244.556146, expected=259.620000 predicted=325.426577, expected=292.244000 predicted=242.155986, expected=320.212000 predicted=314.174690, expected=163.304000 predicted=162.559538, expected=117.392000 predicted=119.097545, expected=125.956000 predicted=194.962685, expected=119.928000 predicted=171.135086, expected=221.436000 predicted=326.896308, expected=365.188000 predicted=299.571042, expected=368.308000 predicted=221.653802, expected=162.124000 predicted=106.609334, expected=147.780000 predicted=164.587822, expected=133.884000 predicted=138.996351, expected=137.956000 predicted=222.177848, expected=199.552000 predicted=341.810497, expected=364.800000 predicted=301.789037, expected=313.188000 predicted=194.863770, expected=145.892000 predicted=115.072828, expected=141.400000 predicted=176.596337, expected=203.488000 predicted=171.258334, expected=118.680000 predicted=192.293665, expected=207.268000 predicted=336.649074, expected=402.264000 predicted=322.903418, expected=362.492000 predicted=185.484933, expected=133.796000 predicted=148.689122, expected=120.256000 predicted=163.452754, expected=160.352000 predicted=141.718185, expected=105.900000 predicted=204.464466, expected=215.288000 predicted=378.083502, expected=411.480000 predicted=318.335626, expected=304.316000 predicted=135.796229, expected=114.148000 predicted=136.152543, expected=128.652000 predicted=156.129869, expected=165.360000 predicted=132.896503, expected=145.244000 predicted=260.947231, expected=219.496000 predicted=331.334116, expected=285.656000 predicted=208.545676, expected=341.296000 predicted=232.024086, expected=183.084000 predicted=137.872139, expected=190.300000 predicted=192.293345, expected=196.248000 predicted=197.783132, expected=179.100000 predicted=189.976991, expected=216.460000 predicted=327.958389, expected=275.640000 predicted=239.172322, expected=264.908000 predicted=212.346483, expected=133.964000 predicted=140.941632, expected=171.876000 predicted=209.006864, expected=134.344000 predicted=139.697156, expected=119.004000 predicted=182.170810, expected=202.176000 predicted=292.645455, expected=379.384000 predicted=279.364847, expected=427.628000 predicted=293.986468, expected=173.436000 predicted=94.762948, expected=142.220000 predicted=175.393386, expected=153.604000 predicted=147.190851, expected=113.092000 predicted=181.619980, expected=197.860000 predicted=394.232009, expected=361.808000 predicted=308.152406, expected=285.764000 predicted=159.527683, expected=152.536000 predicted=155.100477, expected=138.372000 predicted=148.354001, expected=173.728000 predicted=146.856301, expected=118.616000 predicted=213.552543, expected=192.492000 predicted=297.152096, expected=389.368000 predicted=322.441893, expected=322.196000 predicted=164.850069, expected=130.584000 predicted=138.480737, expected=128.124000 predicted=167.081770, expected=179.392000 predicted=141.611714, expected=156.132000 predicted=242.092614, expected=193.780000 predicted=315.463852, expected=332.576000 predicted=273.479837, expected=385.676000 predicted=236.409694, expected=125.364000 predicted=83.648642, expected=112.404000 predicted=189.894105, expected=122.624000 predicted=132.927091, expected=145.868000 predicted=191.208509, expected=216.784000 predicted=372.818427, expected=344.968000 predicted=265.796331, expected=327.612000 predicted=197.886414, expected=126.204000 predicted=79.313425, expected=120.504000 predicted=169.433973, expected=174.636000 predicted=175.211352, expected=131.628000 predicted=188.830876, expected=218.008000 predicted=349.640279, expected=433.068000 predicted=335.995833, expected=404.308000 predicted=203.035257, expected=128.932000 predicted=106.697324, expected=156.016000 predicted=212.182598, expected=171.412000 predicted=133.588317, expected=128.044000 predicted=229.767924, expected=193.984000 predicted=390.935324, expected=315.876000 predicted=242.013297, expected=248.008000 predicted=154.313726, expected=167.876000 predicted=181.936794, expected=118.372000 predicted=124.647275, expected=155.920000 predicted=154.312140, expected=130.256000 predicted=209.716082, expected=214.264000 predicted=270.721989, expected=304.828000 predicted=264.633534, expected=323.056000 predicted=202.001033, expected=153.216000 predicted=124.232352, expected=134.572000 predicted=151.875497, expected=171.056000 predicted=183.856432, expected=140.324000 predicted=176.122392, expected=306.292000 predicted=403.498723, expected=359.008000 predicted=252.599758, expected=303.508000 predicted=187.440232, expected=149.296000 predicted=159.388012, expected=141.780000 predicted=134.769997, expected=176.644000 predicted=227.773942, expected=134.792000 predicted=216.629787, expected=268.792000 predicted=365.570519, expected=382.324000 predicted=282.276920, expected=306.592000 predicted=174.223787, expected=122.484000 predicted=142.753749, expected=153.884000 predicted=170.161690, expected=172.300000 predicted=178.022288, expected=119.244000 predicted=221.174256, expected=238.732000 predicted=362.062249, expected=291.656000 predicted=196.841828, expected=336.828000 predicted=241.828893, expected=115.516000 predicted=105.259587, expected=94.096000 predicted=120.384616, expected=153.392000 predicted=205.442652, expected=216.676000 predicted=217.209244, expected=191.268000 predicted=293.190562, expected=430.680000 predicted=361.874227, expected=393.948000 predicted=190.786661, expected=128.460000 predicted=59.901757, expected=143.400000 predicted=270.784910, expected=167.488000 predicted=116.682840, expected=135.708000 predicted=237.682637, expected=225.120000 predicted=401.950429, expected=288.308000 predicted=211.363013, expected=283.928000 predicted=195.272062, expected=125.304000 predicted=124.717134, expected=118.300000 predicted=141.322200, expected=164.308000 predicted=189.475649, expected=175.948000 Test MSE: 2835.051
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903])] predicted=20.002397, expected=48.000000 predicted=25.995406, expected=4.000000 predicted=19.474056, expected=12.000000 predicted=21.849859, expected=28.000000 predicted=24.948486, expected=12.000000 predicted=18.251944, expected=4.000000 predicted=14.926911, expected=32.000000 predicted=18.454429, expected=8.000000 predicted=14.341439, expected=20.000000 predicted=15.892109, expected=20.000000 predicted=17.890495, expected=8.000000 predicted=14.349034, expected=32.000000 predicted=20.283385, expected=20.000000 predicted=18.238358, expected=148.000000 predicted=46.651642, expected=12.000000 predicted=37.633675, expected=12.000000 predicted=39.790091, expected=16.000000 predicted=50.917163, expected=24.000000 predicted=35.343114, expected=12.000000 predicted=26.892822, expected=52.000000 predicted=23.284068, expected=24.000000 predicted=23.338199, expected=16.000000 predicted=22.998635, expected=20.000000 predicted=27.332284, expected=16.000000 predicted=22.838214, expected=12.000000 predicted=20.410781, expected=40.000000 predicted=22.192682, expected=28.000000 predicted=21.467366, expected=8.000000 predicted=19.166145, expected=8.000000 predicted=20.523611, expected=8.000000 predicted=17.526048, expected=12.000000 predicted=14.687505, expected=20.000000 predicted=12.977868, expected=16.000000 predicted=11.761327, expected=12.000000 predicted=12.705329, expected=4.000000 predicted=12.334641, expected=4.000000 predicted=11.096479, expected=32.000000 predicted=15.035236, expected=8.000000 predicted=10.718097, expected=12.000000 predicted=11.510514, expected=8.000000 predicted=13.350784, expected=24.000000 predicted=14.668938, expected=28.000000 predicted=17.695289, expected=16.000000 predicted=15.365803, expected=32.000000 predicted=21.706770, expected=24.000000 predicted=22.917661, expected=36.000000 predicted=26.271953, expected=12.000000 predicted=24.255960, expected=4.000000 predicted=20.234232, expected=32.000000 predicted=24.692855, expected=12.000000 predicted=17.683684, expected=24.000000 predicted=18.163956, expected=12.000000 predicted=17.322590, expected=28.000000 predicted=19.100600, expected=4.000000 predicted=17.364334, expected=12.000000 predicted=15.016305, expected=20.000000 predicted=17.408548, expected=20.000000 predicted=14.755677, expected=16.000000 predicted=15.623732, expected=12.000000 predicted=14.854888, expected=24.000000 predicted=18.104746, expected=8.000000 predicted=15.506972, expected=12.000000 predicted=14.631829, expected=12.000000 predicted=14.558332, expected=20.000000 predicted=14.127690, expected=16.000000 predicted=14.423530, expected=8.000000 predicted=12.421687, expected=12.000000 predicted=13.935812, expected=12.000000 predicted=13.235845, expected=16.000000 predicted=13.015981, expected=36.000000 predicted=17.283398, expected=44.000000 predicted=22.113822, expected=28.000000 predicted=24.537505, expected=16.000000 predicted=26.674093, expected=20.000000 predicted=28.390645, expected=28.000000 predicted=27.815075, expected=4.000000 predicted=20.066027, expected=20.000000 predicted=19.282562, expected=8.000000 predicted=16.213086, expected=12.000000 predicted=13.582356, expected=20.000000 predicted=15.409682, expected=4.000000 predicted=10.460790, expected=20.000000 predicted=14.025552, expected=20.000000 predicted=14.855158, expected=36.000000 predicted=18.439887, expected=52.000000 predicted=26.727359, expected=28.000000 predicted=26.968239, expected=20.000000 predicted=30.215627, expected=16.000000 predicted=30.430335, expected=16.000000 predicted=26.411450, expected=12.000000 predicted=21.253456, expected=28.000000 predicted=19.649979, expected=8.000000 predicted=15.489582, expected=12.000000 predicted=14.862225, expected=24.000000 predicted=18.109452, expected=28.000000 predicted=18.082864, expected=16.000000 predicted=17.946947, expected=24.000000 predicted=20.163907, expected=12.000000 predicted=19.696384, expected=24.000000 predicted=20.775961, expected=24.000000 predicted=21.202017, expected=12.000000 predicted=17.475238, expected=24.000000 predicted=20.591111, expected=24.000000 predicted=20.636552, expected=24.000000 predicted=20.888481, expected=36.000000 predicted=24.822194, expected=36.000000 predicted=26.862491, expected=36.000000 predicted=30.090144, expected=20.000000 predicted=29.587806, expected=28.000000 predicted=30.753793, expected=12.000000 predicted=26.965021, expected=12.000000 predicted=22.127981, expected=20.000000 predicted=21.033591, expected=40.000000 predicted=21.969541, expected=20.000000 predicted=20.355667, expected=8.000000 predicted=18.640024, expected=20.000000 predicted=22.333278, expected=44.000000 predicted=25.768429, expected=24.000000 predicted=23.037352, expected=28.000000 predicted=24.476992, expected=36.000000 predicted=29.793974, expected=16.000000 predicted=26.688528, expected=32.000000 predicted=29.555821, expected=4.000000 predicted=22.814154, expected=24.000000 predicted=22.496103, expected=16.000000 predicted=20.953124, expected=16.000000 predicted=16.345052, expected=8.000000 predicted=16.101275, expected=24.000000 predicted=16.312267, expected=12.000000 predicted=15.563927, expected=36.000000 predicted=18.934602, expected=20.000000 predicted=19.704866, expected=12.000000 predicted=18.079666, expected=12.000000 predicted=20.329357, expected=20.000000 predicted=18.755337, expected=8.000000 predicted=15.604838, expected=4.000000 predicted=11.682073, expected=4.000000 predicted=10.314232, expected=36.000000 predicted=14.667116, expected=44.000000 predicted=19.050780, expected=16.000000 predicted=17.516555, expected=12.000000 predicted=21.683644, expected=8.000000 predicted=21.957859, expected=40.000000 predicted=25.169881, expected=32.000000 predicted=23.143678, expected=40.000000 predicted=24.591524, expected=20.000000 predicted=27.023735, expected=4.000000 predicted=24.045572, expected=16.000000 predicted=25.511941, expected=44.000000 predicted=25.981801, expected=20.000000 predicted=20.556642, expected=24.000000 predicted=21.406063, expected=28.000000 predicted=25.850407, expected=52.000000 predicted=31.389084, expected=32.000000 predicted=31.561297, expected=16.000000 predicted=28.288199, expected=24.000000 predicted=31.636546, expected=16.000000 predicted=27.059545, expected=16.000000 predicted=23.056481, expected=20.000000 predicted=20.374945, expected=32.000000 predicted=20.962782, expected=52.000000 predicted=27.379106, expected=12.000000 predicted=23.351736, expected=12.000000 predicted=24.759207, expected=40.000000 predicted=31.501520, expected=40.000000 predicted=29.190456, expected=40.000000 predicted=30.346363, expected=28.000000 predicted=30.543058, expected=44.000000 predicted=36.314493, expected=40.000000 predicted=38.515307, expected=12.000000 predicted=31.428822, expected=32.000000 predicted=33.830408, expected=16.000000 predicted=28.376214, expected=36.000000 predicted=27.967299, expected=24.000000 predicted=26.174388, expected=28.000000 predicted=24.545972, expected=4.000000 predicted=22.771611, expected=16.000000 predicted=20.902877, expected=24.000000 predicted=21.822307, expected=28.000000 predicted=18.995723, expected=20.000000 predicted=19.201047, expected=4.000000 predicted=16.440471, expected=16.000000 predicted=18.994341, expected=12.000000 predicted=16.514444, expected=12.000000 predicted=13.211229, expected=28.000000 predicted=16.061298, expected=40.000000 predicted=19.826501, expected=24.000000 predicted=21.171653, expected=16.000000 predicted=22.790181, expected=36.000000 predicted=28.757111, expected=20.000000 predicted=25.893853, expected=12.000000 predicted=22.294733, expected=40.000000 predicted=27.057346, expected=68.000000 predicted=33.536960, expected=52.000000 predicted=36.158094, expected=36.000000 predicted=39.256424, expected=48.000000 predicted=47.235682, expected=16.000000 predicted=41.737119, expected=32.000000 predicted=39.840824, expected=20.000000 predicted=33.250343, expected=24.000000 predicted=27.080769, expected=12.000000 predicted=23.963156, expected=28.000000 predicted=22.395484, expected=24.000000 predicted=22.786094, expected=24.000000 predicted=21.112015, expected=20.000000 predicted=22.386667, expected=24.000000 predicted=22.618365, expected=20.000000 predicted=22.752021, expected=12.000000 predicted=19.652065, expected=20.000000 predicted=20.204261, expected=44.000000 predicted=24.489659, expected=8.000000 predicted=18.799385, expected=8.000000 predicted=18.392874, expected=20.000000 predicted=21.491240, expected=12.000000 predicted=16.315646, expected=40.000000 predicted=21.190980, expected=12.000000 predicted=16.599048, expected=20.000000 predicted=18.774860, expected=16.000000 predicted=21.585731, expected=40.000000 predicted=23.619390, expected=16.000000 predicted=22.024679, expected=8.000000 predicted=18.041178, expected=4.000000 predicted=18.528158, expected=16.000000 predicted=16.178509, expected=16.000000 predicted=14.427253, expected=32.000000 predicted=15.353031, expected=4.000000 predicted=12.866797, expected=48.000000 predicted=22.612165, expected=48.000000 predicted=29.360252, expected=24.000000 predicted=26.169141, expected=28.000000 predicted=32.786408, expected=36.000000 predicted=34.194531, expected=36.000000 predicted=34.463804, expected=56.000000 predicted=38.032203, expected=48.000000 predicted=38.951352, expected=64.000000 predicted=46.183369, expected=40.000000 predicted=47.477206, expected=28.000000 predicted=44.770716, expected=56.000000 predicted=50.599170, expected=20.000000 predicted=39.727420, expected=24.000000 predicted=35.744582, expected=40.000000 predicted=36.907442, expected=44.000000 predicted=34.164150, expected=20.000000 predicted=31.045977, expected=48.000000 predicted=35.489223, expected=32.000000 predicted=35.291287, expected=32.000000 predicted=33.939583, expected=24.000000 predicted=33.777357, expected=32.000000 predicted=31.665190, expected=72.000000 predicted=41.192738, expected=16.000000 predicted=31.754989, expected=32.000000 predicted=35.208136, expected=32.000000 predicted=38.416023, expected=32.000000 predicted=33.283697, expected=20.000000 predicted=31.264341, expected=24.000000 predicted=26.875353, expected=40.000000 predicted=30.639233, expected=12.000000 predicted=24.271248, expected=36.000000 predicted=27.806800, expected=24.000000 predicted=27.109534, expected=28.000000 predicted=25.872007, expected=20.000000 predicted=26.566239, expected=28.000000 predicted=25.240432, expected=56.000000 predicted=33.031590, expected=84.000000 predicted=41.801931, expected=32.000000 predicted=39.785050, expected=48.000000 predicted=48.141055, expected=28.000000 predicted=48.870846, expected=12.000000 predicted=38.874795, expected=20.000000 predicted=35.181675, expected=52.000000 predicted=32.653493, expected=56.000000 predicted=34.365950, expected=24.000000 predicted=30.532112, expected=44.000000 predicted=38.640134, expected=4.000000 predicted=33.161238, expected=8.000000 predicted=27.997061, expected=16.000000 predicted=25.025267, expected=16.000000 predicted=16.152238, expected=24.000000 predicted=17.192970, expected=28.000000 predicted=17.335094, expected=16.000000 predicted=17.898377, expected=4.000000 predicted=16.984029, expected=8.000000 predicted=16.354203, expected=20.000000 predicted=16.200156, expected=8.000000 predicted=11.698338, expected=12.000000 predicted=11.017762, expected=12.000000 predicted=11.754328, expected=12.000000 predicted=11.480818, expected=4.000000 predicted=10.378543, expected=4.000000 predicted=8.509416, expected=4.000000 predicted=7.663201, expected=8.000000 predicted=6.639292, expected=28.000000 predicted=10.704867, expected=8.000000 predicted=8.614051, expected=12.000000 predicted=10.991064, expected=8.000000 predicted=12.777336, expected=8.000000 predicted=11.069902, expected=8.000000 predicted=10.983359, expected=24.000000 predicted=11.997824, expected=12.000000 predicted=11.346050, expected=12.000000 predicted=11.842432, expected=12.000000 predicted=13.792944, expected=12.000000 predicted=12.964072, expected=4.000000 predicted=11.343922, expected=8.000000 predicted=9.857891, expected=12.000000 predicted=10.032040, expected=8.000000 predicted=8.366596, expected=4.000000 predicted=7.487505, expected=16.000000 predicted=9.648232, expected=8.000000 predicted=8.795195, expected=16.000000 predicted=10.409716, expected=8.000000 predicted=10.336918, expected=4.000000 predicted=8.801037, expected=16.000000 predicted=11.928396, expected=4.000000 predicted=8.406781, expected=8.000000 predicted=8.487928, expected=4.000000 predicted=7.704333, expected=4.000000 predicted=6.021387, expected=12.000000 predicted=7.924958, expected=12.000000 predicted=7.247500, expected=4.000000 predicted=6.625990, expected=4.000000 predicted=7.038661, expected=4.000000 predicted=6.796776, expected=4.000000 predicted=5.741487, expected=4.000000 predicted=4.704526, expected=4.000000 predicted=3.828819, expected=8.000000 predicted=4.739036, expected=4.000000 predicted=4.369620, expected=24.000000 predicted=9.018063, expected=20.000000 predicted=11.144834, expected=4.000000 predicted=9.705817, expected=20.000000 predicted=15.294912, expected=4.000000 predicted=12.446156, expected=12.000000 predicted=12.476251, expected=112.000000 predicted=35.008935, expected=4.000000 predicted=21.771813, expected=4.000000 predicted=25.331440, expected=4.000000 predicted=30.864273, expected=4.000000 predicted=19.421585, expected=12.000000 predicted=18.068462, expected=4.000000 predicted=4.898963, expected=4.000000 predicted=5.129931, expected=16.000000 predicted=8.405704, expected=4.000000 predicted=6.513645, expected=4.000000 predicted=6.679827, expected=4.000000 predicted=6.654106, expected=16.000000 predicted=8.141882, expected=24.000000 predicted=11.266265, expected=8.000000 predicted=9.346559, expected=8.000000 predicted=11.337803, expected=12.000000 predicted=13.143110, expected=12.000000 predicted=12.334073, expected=12.000000 predicted=11.714262, expected=20.000000 predicted=12.662124, expected=96.000000 predicted=31.481565, expected=32.000000 predicted=28.873459, expected=248.000000 predicted=83.393862, expected=72.000000 predicted=88.765217, expected=52.000000 predicted=84.207845, expected=72.000000 predicted=106.387150, expected=60.000000 predicted=86.334834, expected=64.000000 predicted=83.664441, expected=40.000000 predicted=58.766506, expected=48.000000 predicted=55.416705, expected=16.000000 predicted=46.676365, expected=20.000000 predicted=37.654941, expected=44.000000 predicted=37.684688, expected=48.000000 predicted=35.125092, expected=52.000000 predicted=37.993864, expected=56.000000 predicted=42.854954, expected=64.000000 predicted=50.482180, expected=4.000000 predicted=42.151652, expected=4.000000 predicted=35.143685, expected=4.000000 predicted=28.049651, expected=24.000000 predicted=21.459272, expected=12.000000 predicted=14.934769, expected=32.000000 predicted=15.005249, expected=4.000000 predicted=14.049585, expected=12.000000 predicted=14.422328, expected=8.000000 predicted=15.101411, expected=4.000000 predicted=10.159580, expected=4.000000 predicted=8.951315, expected=12.000000 predicted=7.619635, expected=12.000000 predicted=8.395805, expected=4.000000 predicted=6.844419, expected=4.000000 predicted=6.804802, expected=4.000000 predicted=6.567576, expected=8.000000 predicted=6.615009, expected=8.000000 predicted=6.262065, expected=16.000000 predicted=8.001237, expected=4.000000 predicted=7.336778, expected=8.000000 predicted=8.047962, expected=8.000000 predicted=8.925441, expected=12.000000 predicted=8.982159, expected=4.000000 predicted=7.860723, expected=4.000000 predicted=6.467410, expected=32.000000 predicted=13.110851, expected=20.000000 predicted=13.761558, expected=12.000000 predicted=13.636623, expected=12.000000 predicted=15.563424, expected=16.000000 predicted=16.286148, expected=12.000000 predicted=15.546891, expected=8.000000 Test MSE: 397.085
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052])] predicted=8.819812, expected=8.000000 predicted=9.309586, expected=16.000000 predicted=11.478876, expected=8.000000 predicted=8.840697, expected=12.000000 predicted=9.477121, expected=8.000000 predicted=10.764109, expected=8.000000 predicted=9.471431, expected=8.000000 predicted=10.127315, expected=8.000000 predicted=8.539676, expected=4.000000 predicted=7.810440, expected=4.000000 predicted=6.245100, expected=4.000000 predicted=5.861415, expected=8.000000 predicted=6.213606, expected=8.000000 predicted=6.466926, expected=16.000000 predicted=8.005263, expected=4.000000 predicted=7.332782, expected=4.000000 predicted=6.213870, expected=4.000000 predicted=7.075971, expected=12.000000 predicted=8.273435, expected=4.000000 predicted=7.881304, expected=4.000000 predicted=4.693467, expected=4.000000 predicted=5.207657, expected=20.000000 predicted=8.801248, expected=4.000000 predicted=8.639160, expected=12.000000 predicted=7.241369, expected=4.000000 predicted=8.225192, expected=12.000000 predicted=8.548112, expected=4.000000 predicted=10.073608, expected=4.000000 predicted=5.682797, expected=4.000000 predicted=6.842408, expected=28.000000 predicted=10.386978, expected=4.000000 predicted=10.393031, expected=8.000000 predicted=6.903126, expected=4.000000 predicted=9.189580, expected=4.000000 predicted=7.291383, expected=4.000000 predicted=9.581638, expected=4.000000 predicted=4.449541, expected=8.000000 predicted=5.636710, expected=4.000000 predicted=4.770081, expected=12.000000 predicted=6.078288, expected=8.000000 predicted=7.196130, expected=4.000000 predicted=5.951516, expected=12.000000 predicted=8.269886, expected=8.000000 predicted=8.170927, expected=4.000000 predicted=7.547003, expected=8.000000 predicted=7.395185, expected=4.000000 predicted=6.460138, expected=4.000000 predicted=6.386497, expected=4.000000 predicted=5.442340, expected=8.000000 predicted=5.336431, expected=8.000000 predicted=6.443264, expected=16.000000 predicted=7.812291, expected=12.000000 predicted=9.262215, expected=16.000000 predicted=10.568407, expected=8.000000 predicted=11.379840, expected=8.000000 predicted=10.323952, expected=4.000000 predicted=10.495069, expected=4.000000 predicted=7.941487, expected=8.000000 predicted=8.378021, expected=12.000000 predicted=7.909277, expected=4.000000 predicted=6.753873, expected=8.000000 predicted=6.247906, expected=8.000000 predicted=7.537524, expected=4.000000 predicted=6.857753, expected=4.000000 predicted=6.573203, expected=8.000000 predicted=6.021072, expected=4.000000 predicted=6.042501, expected=4.000000 predicted=5.110714, expected=8.000000 predicted=5.562904, expected=8.000000 predicted=6.163916, expected=8.000000 predicted=6.863431, expected=4.000000 predicted=5.818627, expected=4.000000 predicted=5.447170, expected=12.000000 predicted=7.741760, expected=4.000000 predicted=6.860363, expected=8.000000 predicted=6.384165, expected=4.000000 predicted=6.155780, expected=4.000000 predicted=5.243755, expected=4.000000 predicted=6.226290, expected=8.000000 predicted=5.339757, expected=16.000000 predicted=8.350805, expected=24.000000 predicted=11.589621, expected=8.000000 predicted=10.671109, expected=12.000000 predicted=10.818452, expected=4.000000 predicted=11.437021, expected=4.000000 predicted=9.985748, expected=12.000000 predicted=11.734955, expected=24.000000 predicted=12.184802, expected=4.000000 predicted=10.358600, expected=4.000000 predicted=6.862692, expected=12.000000 predicted=10.069646, expected=4.000000 predicted=9.483877, expected=8.000000 predicted=10.021988, expected=12.000000 predicted=7.894534, expected=8.000000 predicted=7.664759, expected=4.000000 predicted=7.875752, expected=8.000000 predicted=6.975158, expected=12.000000 predicted=9.004255, expected=4.000000 predicted=8.054908, expected=24.000000 predicted=10.832039, expected=4.000000 predicted=9.637842, expected=4.000000 predicted=7.619908, expected=4.000000 predicted=8.973284, expected=4.000000 predicted=6.168479, expected=16.000000 predicted=11.193955, expected=4.000000 predicted=6.338020, expected=8.000000 predicted=5.933795, expected=4.000000 predicted=6.595818, expected=12.000000 predicted=7.577103, expected=8.000000 predicted=9.681004, expected=4.000000 predicted=5.980095, expected=12.000000 predicted=8.188057, expected=4.000000 predicted=7.213225, expected=24.000000 predicted=11.167566, expected=8.000000 predicted=11.057300, expected=8.000000 predicted=8.491194, expected=8.000000 predicted=10.771123, expected=4.000000 predicted=8.543046, expected=8.000000 predicted=10.509717, expected=8.000000 predicted=7.636725, expected=4.000000 predicted=6.542025, expected=4.000000 predicted=5.749998, expected=16.000000 predicted=7.672742, expected=4.000000 predicted=7.834111, expected=4.000000 predicted=5.918112, expected=12.000000 predicted=7.454303, expected=16.000000 predicted=9.737889, expected=12.000000 predicted=11.328274, expected=8.000000 predicted=8.805133, expected=4.000000 predicted=8.474966, expected=4.000000 predicted=8.876630, expected=4.000000 predicted=8.154004, expected=4.000000 predicted=6.148968, expected=4.000000 predicted=4.786517, expected=8.000000 predicted=4.841587, expected=8.000000 predicted=5.654319, expected=12.000000 predicted=6.909653, expected=8.000000 predicted=7.456773, expected=12.000000 predicted=8.427556, expected=12.000000 predicted=10.310023, expected=16.000000 predicted=11.483657, expected=4.000000 predicted=10.553695, expected=8.000000 predicted=9.050546, expected=8.000000 predicted=10.210164, expected=4.000000 predicted=8.349446, expected=8.000000 predicted=8.272760, expected=4.000000 predicted=5.932312, expected=4.000000 predicted=5.669387, expected=4.000000 predicted=5.382064, expected=16.000000 predicted=7.148771, expected=4.000000 predicted=7.252126, expected=16.000000 predicted=7.679673, expected=4.000000 predicted=8.368991, expected=4.000000 predicted=6.622739, expected=8.000000 predicted=9.114850, expected=12.000000 predicted=8.103906, expected=8.000000 predicted=9.349601, expected=4.000000 predicted=6.143688, expected=4.000000 predicted=6.092497, expected=8.000000 predicted=7.332881, expected=16.000000 predicted=9.577931, expected=48.000000 predicted=17.940736, expected=12.000000 predicted=16.287424, expected=4.000000 predicted=11.318531, expected=12.000000 predicted=15.793295, expected=8.000000 predicted=16.506406, expected=4.000000 predicted=16.486370, expected=8.000000 predicted=8.190827, expected=8.000000 predicted=7.263107, expected=4.000000 predicted=7.292305, expected=12.000000 predicted=7.701216, expected=12.000000 predicted=8.473222, expected=20.000000 predicted=11.434573, expected=12.000000 predicted=11.733222, expected=4.000000 predicted=9.099177, expected=4.000000 predicted=9.742746, expected=4.000000 predicted=8.817885, expected=4.000000 predicted=8.360671, expected=20.000000 predicted=9.663771, expected=4.000000 predicted=7.012864, expected=4.000000 predicted=5.390951, expected=4.000000 predicted=6.251524, expected=4.000000 predicted=5.970334, expected=20.000000 predicted=11.305272, expected=4.000000 predicted=7.009434, expected=4.000000 predicted=5.381875, expected=4.000000 predicted=6.221655, expected=8.000000 predicted=7.134500, expected=12.000000 predicted=10.018367, expected=28.000000 predicted=11.544759, expected=4.000000 predicted=9.651314, expected=4.000000 predicted=7.633479, expected=8.000000 predicted=10.286216, expected=4.000000 predicted=9.898419, expected=12.000000 predicted=11.689488, expected=28.000000 predicted=11.557406, expected=4.000000 predicted=9.461054, expected=4.000000 predicted=8.098269, expected=8.000000 predicted=9.091444, expected=4.000000 predicted=9.969629, expected=4.000000 predicted=10.359959, expected=4.000000 predicted=4.481630, expected=4.000000 predicted=4.505439, expected=8.000000 predicted=5.885967, expected=4.000000 predicted=4.667592, expected=8.000000 predicted=5.268953, expected=4.000000 predicted=5.181303, expected=4.000000 predicted=4.871066, expected=4.000000 predicted=5.457894, expected=4.000000 predicted=4.509354, expected=4.000000 predicted=4.946984, expected=4.000000 Test MSE: 39.589
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838])] predicted=16.838986, expected=40.000000 predicted=20.907395, expected=20.000000 predicted=20.698926, expected=24.000000 predicted=25.412012, expected=16.000000 predicted=17.201237, expected=32.000000 predicted=25.418292, expected=12.000000 predicted=24.435390, expected=40.000000 predicted=25.380518, expected=32.000000 predicted=25.229262, expected=44.000000 predicted=28.995121, expected=44.000000 predicted=33.333008, expected=32.000000 predicted=31.101102, expected=8.000000 predicted=31.996580, expected=28.000000 predicted=32.642525, expected=12.000000 predicted=29.332152, expected=28.000000 predicted=28.832812, expected=16.000000 predicted=20.941790, expected=20.000000 predicted=17.924179, expected=28.000000 predicted=22.955322, expected=20.000000 predicted=19.621226, expected=24.000000 predicted=23.298898, expected=16.000000 predicted=19.527033, expected=8.000000 predicted=18.887502, expected=4.000000 predicted=17.314420, expected=8.000000 predicted=14.388690, expected=24.000000 predicted=16.484471, expected=28.000000 predicted=15.546401, expected=24.000000 predicted=14.879358, expected=8.000000 predicted=13.046436, expected=16.000000 predicted=17.096665, expected=12.000000 predicted=19.211224, expected=4.000000 predicted=16.349459, expected=28.000000 predicted=17.688622, expected=48.000000 predicted=20.315203, expected=28.000000 predicted=21.145043, expected=20.000000 predicted=20.539383, expected=32.000000 predicted=24.520916, expected=20.000000 predicted=28.915908, expected=24.000000 predicted=31.089468, expected=12.000000 predicted=22.096126, expected=20.000000 predicted=21.784606, expected=24.000000 predicted=23.466358, expected=20.000000 predicted=20.076410, expected=16.000000 predicted=19.290843, expected=8.000000 predicted=15.324174, expected=4.000000 predicted=15.311793, expected=52.000000 predicted=24.816498, expected=28.000000 predicted=20.564071, expected=4.000000 predicted=16.173589, expected=48.000000 predicted=24.138263, expected=28.000000 predicted=24.328982, expected=32.000000 predicted=34.910737, expected=20.000000 predicted=25.048120, expected=44.000000 predicted=28.735052, expected=16.000000 predicted=31.422544, expected=36.000000 predicted=30.472019, expected=12.000000 predicted=25.568439, expected=8.000000 predicted=22.170100, expected=36.000000 predicted=28.844184, expected=28.000000 predicted=22.269561, expected=32.000000 predicted=26.798212, expected=24.000000 predicted=21.141696, expected=16.000000 predicted=21.836055, expected=48.000000 predicted=33.273181, expected=20.000000 predicted=26.765038, expected=24.000000 predicted=27.952767, expected=20.000000 predicted=24.328021, expected=20.000000 predicted=24.439118, expected=32.000000 predicted=30.101981, expected=32.000000 predicted=24.497002, expected=20.000000 predicted=23.822216, expected=16.000000 predicted=22.331427, expected=16.000000 predicted=22.403477, expected=20.000000 predicted=24.184165, expected=16.000000 predicted=21.064184, expected=44.000000 predicted=23.656026, expected=20.000000 predicted=20.093890, expected=12.000000 predicted=20.052570, expected=20.000000 predicted=21.611478, expected=8.000000 predicted=19.532770, expected=24.000000 predicted=24.766519, expected=20.000000 predicted=17.340555, expected=12.000000 predicted=15.333600, expected=32.000000 predicted=20.189885, expected=12.000000 predicted=16.079143, expected=12.000000 predicted=19.200424, expected=8.000000 predicted=15.589140, expected=36.000000 predicted=20.309814, expected=16.000000 predicted=19.660624, expected=8.000000 predicted=14.315845, expected=20.000000 predicted=16.211853, expected=16.000000 predicted=16.841598, expected=16.000000 predicted=20.526887, expected=16.000000 predicted=15.086946, expected=20.000000 predicted=15.582280, expected=40.000000 predicted=22.546910, expected=24.000000 predicted=20.590708, expected=24.000000 predicted=22.349106, expected=24.000000 predicted=23.385287, expected=36.000000 predicted=28.487512, expected=16.000000 predicted=27.426830, expected=24.000000 predicted=24.933550, expected=24.000000 predicted=24.474916, expected=48.000000 predicted=30.250162, expected=44.000000 predicted=32.217995, expected=28.000000 predicted=28.151450, expected=40.000000 predicted=33.793307, expected=16.000000 predicted=31.284546, expected=52.000000 predicted=41.374406, expected=40.000000 predicted=36.814908, expected=36.000000 predicted=34.848803, expected=44.000000 predicted=37.710275, expected=24.000000 predicted=32.961664, expected=12.000000 predicted=35.534279, expected=24.000000 predicted=31.435988, expected=28.000000 predicted=29.801349, expected=28.000000 predicted=28.667560, expected=24.000000 predicted=22.809452, expected=8.000000 predicted=18.712693, expected=24.000000 predicted=23.674611, expected=28.000000 predicted=24.397091, expected=48.000000 predicted=28.574904, expected=32.000000 predicted=25.753069, expected=40.000000 predicted=28.163534, expected=56.000000 predicted=37.537712, expected=12.000000 predicted=33.255379, expected=12.000000 predicted=33.912813, expected=64.000000 predicted=38.642546, expected=16.000000 predicted=32.660301, expected=28.000000 predicted=34.454680, expected=24.000000 predicted=23.068427, expected=36.000000 predicted=30.333534, expected=8.000000 predicted=30.928165, expected=28.000000 predicted=23.762439, expected=28.000000 predicted=25.473302, expected=8.000000 predicted=21.664219, expected=20.000000 predicted=22.948424, expected=12.000000 predicted=16.031110, expected=32.000000 predicted=23.526666, expected=8.000000 predicted=17.401357, expected=24.000000 predicted=17.418856, expected=20.000000 predicted=18.850275, expected=16.000000 predicted=18.336900, expected=16.000000 predicted=20.149323, expected=20.000000 predicted=16.799541, expected=64.000000 predicted=29.051374, expected=24.000000 predicted=24.036801, expected=20.000000 predicted=25.242078, expected=24.000000 predicted=26.336334, expected=20.000000 predicted=28.738212, expected=8.000000 predicted=29.440409, expected=24.000000 predicted=21.142226, expected=32.000000 predicted=21.838664, expected=8.000000 predicted=18.664263, expected=12.000000 predicted=17.440241, expected=12.000000 predicted=15.150426, expected=40.000000 predicted=23.625312, expected=40.000000 predicted=24.719443, expected=40.000000 predicted=23.844629, expected=48.000000 predicted=30.429994, expected=20.000000 predicted=29.922117, expected=12.000000 predicted=33.219125, expected=12.000000 predicted=29.240301, expected=4.000000 predicted=23.893894, expected=48.000000 predicted=29.146652, expected=16.000000 predicted=17.348661, expected=36.000000 predicted=21.773649, expected=24.000000 predicted=20.867461, expected=16.000000 predicted=22.399491, expected=8.000000 predicted=25.612311, expected=12.000000 predicted=18.655283, expected=24.000000 predicted=22.329603, expected=32.000000 predicted=20.747694, expected=36.000000 predicted=21.424935, expected=12.000000 predicted=17.887005, expected=20.000000 predicted=21.640513, expected=8.000000 predicted=21.237895, expected=12.000000 predicted=21.613175, expected=44.000000 predicted=25.250774, expected=16.000000 predicted=17.232992, expected=20.000000 predicted=19.920830, expected=20.000000 predicted=17.996656, expected=12.000000 predicted=20.069847, expected=24.000000 predicted=25.132738, expected=20.000000 predicted=18.352738, expected=32.000000 predicted=22.254502, expected=8.000000 predicted=17.791482, expected=16.000000 predicted=18.296267, expected=32.000000 predicted=22.868638, expected=40.000000 predicted=25.792543, expected=16.000000 predicted=23.269496, expected=20.000000 predicted=20.256330, expected=32.000000 predicted=25.656499, expected=40.000000 predicted=31.546787, expected=44.000000 predicted=33.123926, expected=12.000000 predicted=24.124422, expected=36.000000 predicted=30.654505, expected=36.000000 predicted=33.449942, expected=4.000000 predicted=28.616769, expected=16.000000 predicted=26.037205, expected=32.000000 predicted=22.802060, expected=56.000000 predicted=33.152365, expected=52.000000 predicted=32.842362, expected=20.000000 predicted=25.265302, expected=48.000000 predicted=36.592095, expected=24.000000 predicted=37.104542, expected=20.000000 predicted=38.614439, expected=64.000000 predicted=41.068387, expected=32.000000 predicted=32.704911, expected=4.000000 predicted=31.766872, expected=28.000000 predicted=28.303141, expected=12.000000 predicted=26.061546, expected=32.000000 predicted=33.838465, expected=72.000000 predicted=32.151746, expected=28.000000 predicted=25.074322, expected=48.000000 predicted=36.502053, expected=8.000000 predicted=27.420311, expected=24.000000 predicted=37.405261, expected=24.000000 predicted=36.868676, expected=8.000000 predicted=24.369613, expected=28.000000 predicted=25.853478, expected=68.000000 predicted=27.755164, expected=32.000000 predicted=29.176956, expected=32.000000 predicted=30.597619, expected=32.000000 predicted=29.207914, expected=8.000000 predicted=32.466327, expected=24.000000 predicted=36.761171, expected=36.000000 predicted=28.538586, expected=40.000000 predicted=30.671856, expected=16.000000 predicted=24.718025, expected=8.000000 predicted=19.298757, expected=56.000000 predicted=32.169279, expected=24.000000 predicted=29.841155, expected=20.000000 predicted=28.819933, expected=60.000000 predicted=29.770975, expected=148.000000 predicted=57.899713, expected=44.000000 predicted=52.268965, expected=40.000000 predicted=52.775484, expected=28.000000 predicted=50.168877, expected=24.000000 predicted=59.139759, expected=16.000000 predicted=58.643052, expected=20.000000 predicted=29.658563, expected=8.000000 predicted=22.484449, expected=20.000000 predicted=20.761140, expected=20.000000 predicted=18.467811, expected=40.000000 predicted=22.826118, expected=8.000000 predicted=17.137174, expected=36.000000 predicted=23.202727, expected=16.000000 predicted=21.252523, expected=28.000000 predicted=25.492070, expected=28.000000 predicted=27.009995, expected=12.000000 predicted=19.202593, expected=8.000000 predicted=21.385870, expected=16.000000 predicted=17.809944, expected=36.000000 predicted=23.883847, expected=32.000000 predicted=23.235573, expected=12.000000 predicted=17.494292, expected=28.000000 predicted=21.729014, expected=28.000000 predicted=24.589235, expected=28.000000 predicted=28.459174, expected=44.000000 predicted=30.621050, expected=28.000000 predicted=26.035035, expected=28.000000 predicted=30.474839, expected=8.000000 predicted=24.914549, expected=4.000000 predicted=22.272331, expected=8.000000 predicted=21.040767, expected=24.000000 predicted=18.986544, expected=12.000000 predicted=14.654364, expected=40.000000 predicted=18.418545, expected=24.000000 predicted=16.999456, expected=12.000000 predicted=18.261283, expected=12.000000 predicted=19.849881, expected=20.000000 predicted=19.589052, expected=16.000000 predicted=21.985072, expected=32.000000 predicted=21.497740, expected=32.000000 predicted=20.748563, expected=28.000000 predicted=22.792922, expected=60.000000 predicted=33.876130, expected=44.000000 predicted=33.883552, expected=20.000000 predicted=33.905850, expected=16.000000 predicted=31.133311, expected=16.000000 predicted=28.953812, expected=16.000000 predicted=30.518233, expected=20.000000 predicted=23.980748, expected=8.000000 predicted=15.184427, expected=16.000000 predicted=15.768786, expected=20.000000 predicted=16.330548, expected=44.000000 predicted=23.538831, expected=28.000000 predicted=22.475145, expected=40.000000 predicted=26.520004, expected=16.000000 predicted=24.128568, expected=24.000000 predicted=27.918737, expected=8.000000 predicted=25.543708, expected=16.000000 predicted=22.365587, expected=32.000000 predicted=25.466146, expected=52.000000 predicted=27.596178, expected=36.000000 predicted=28.255099, expected=32.000000 predicted=27.649697, expected=24.000000 predicted=29.090572, expected=16.000000 predicted=30.087894, expected=8.000000 predicted=27.771968, expected=24.000000 predicted=25.007133, expected=28.000000 predicted=23.775475, expected=36.000000 predicted=24.857604, expected=28.000000 predicted=22.956232, expected=20.000000 predicted=21.819318, expected=20.000000 predicted=24.957094, expected=8.000000 predicted=21.636203, expected=28.000000 predicted=25.707914, expected=32.000000 predicted=24.327125, expected=28.000000 predicted=23.297418, expected=48.000000 predicted=29.525838, expected=24.000000 predicted=24.922035, expected=24.000000 predicted=29.888352, expected=16.000000 predicted=26.847899, expected=40.000000 predicted=31.764287, expected=20.000000 predicted=29.153132, expected=68.000000 predicted=36.793297, expected=8.000000 predicted=25.130184, expected=16.000000 predicted=25.828823, expected=24.000000 predicted=29.216136, expected=24.000000 predicted=26.179266, expected=20.000000 predicted=30.412481, expected=28.000000 predicted=19.745691, expected=52.000000 predicted=29.557325, expected=8.000000 predicted=23.096459, expected=24.000000 predicted=25.951184, expected=28.000000 predicted=25.660655, expected=24.000000 predicted=27.375923, expected=24.000000 predicted=29.087791, expected=20.000000 predicted=19.645390, expected=40.000000 predicted=28.347006, expected=24.000000 predicted=26.258515, expected=28.000000 predicted=26.834013, expected=12.000000 predicted=22.625042, expected=24.000000 predicted=24.406842, expected=40.000000 predicted=30.819986, expected=36.000000 predicted=28.198838, expected=36.000000 predicted=30.073753, expected=36.000000 predicted=29.259832, expected=48.000000 predicted=37.003432, expected=20.000000 predicted=34.153801, expected=8.000000 predicted=28.406505, expected=28.000000 predicted=29.919620, expected=40.000000 predicted=32.145164, expected=24.000000 predicted=29.568224, expected=24.000000 predicted=23.619003, expected=20.000000 predicted=21.659210, expected=20.000000 predicted=25.600064, expected=28.000000 predicted=27.819699, expected=32.000000 predicted=25.591289, expected=20.000000 predicted=23.394652, expected=24.000000 predicted=23.676410, expected=28.000000 predicted=25.091654, expected=12.000000 predicted=22.817840, expected=24.000000 predicted=24.562301, expected=28.000000 predicted=22.964283, expected=48.000000 predicted=30.013581, expected=40.000000 predicted=30.870162, expected=40.000000 predicted=31.085005, expected=20.000000 predicted=30.279748, expected=36.000000 predicted=35.007712, expected=12.000000 predicted=31.303686, expected=24.000000 predicted=29.677524, expected=56.000000 predicted=35.586631, expected=36.000000 predicted=30.108239, expected=52.000000 predicted=38.474541, expected=16.000000 predicted=27.599822, expected=28.000000 predicted=33.693046, expected=36.000000 predicted=38.982352, expected=28.000000 predicted=32.791006, expected=48.000000 predicted=38.345265, expected=60.000000 predicted=36.975810, expected=28.000000 predicted=35.527917, expected=28.000000 predicted=36.495234, expected=24.000000 predicted=33.307957, expected=16.000000 predicted=33.518666, expected=28.000000 predicted=33.703532, expected=52.000000 predicted=32.444171, expected=28.000000 predicted=28.917675, expected=52.000000 predicted=35.091184, expected=24.000000 predicted=29.498780, expected=16.000000 predicted=30.868742, expected=40.000000 predicted=37.647954, expected=24.000000 predicted=29.674631, expected=48.000000 predicted=38.422913, expected=28.000000 predicted=28.477664, expected=48.000000 predicted=34.376399, expected=36.000000 predicted=36.985977, expected=20.000000 predicted=31.445925, expected=24.000000 predicted=33.949382, expected=32.000000 predicted=31.224679, expected=44.000000 predicted=37.280973, expected=24.000000 predicted=29.748441, expected=36.000000 predicted=29.762548, expected=48.000000 predicted=35.078639, expected=44.000000 predicted=38.526788, expected=20.000000 predicted=34.568281, expected=28.000000 predicted=31.584112, expected=48.000000 predicted=38.730957, expected=40.000000 predicted=39.644190, expected=36.000000 predicted=36.877694, expected=16.000000 predicted=27.720453, expected=44.000000 predicted=36.143158, expected=16.000000 predicted=32.443474, expected=12.000000 predicted=27.132693, expected=68.000000 predicted=36.905097, expected=20.000000 predicted=26.591883, expected=48.000000 predicted=38.057737, expected=52.000000 predicted=34.518325, expected=28.000000 predicted=35.051499, expected=48.000000 predicted=46.729614, expected=44.000000 predicted=38.112789, expected=32.000000 predicted=42.086538, expected=64.000000 predicted=47.608474, expected=44.000000 predicted=41.643718, expected=32.000000 predicted=43.675065, expected=12.000000 predicted=34.600988, expected=12.000000 predicted=30.428074, expected=20.000000 predicted=32.868709, expected=36.000000 predicted=29.672365, expected=44.000000 predicted=29.079450, expected=36.000000 predicted=26.294502, expected=24.000000 predicted=26.006577, expected=36.000000 predicted=31.636185, expected=36.000000 predicted=35.565717, expected=12.000000 Test MSE: 246.011
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171])] predicted=409.570808, expected=416.000000 predicted=555.310786, expected=532.000000 predicted=467.664880, expected=624.000000 predicted=529.707804, expected=316.000000 predicted=296.765397, expected=348.000000 predicted=393.905614, expected=380.000000 predicted=394.220393, expected=344.000000 predicted=373.474980, expected=444.000000 predicted=561.746735, expected=716.000000 predicted=545.397321, expected=704.000000 predicted=500.776887, expected=464.000000 predicted=429.296309, expected=368.000000 predicted=412.768544, expected=440.000000 predicted=437.671976, expected=256.000000 predicted=403.717135, expected=440.000000 predicted=603.177195, expected=592.000000 predicted=534.455236, expected=352.000000 predicted=292.475940, expected=432.000000 predicted=514.837899, expected=360.000000 predicted=300.148422, expected=404.000000 predicted=392.822739, expected=280.000000 predicted=429.304072, expected=364.000000 predicted=367.555952, expected=668.000000 predicted=582.231654, expected=656.000000 predicted=462.621660, expected=440.000000 predicted=433.185585, expected=396.000000 predicted=405.488387, expected=496.000000 predicted=426.392803, expected=304.000000 predicted=408.832474, expected=364.000000 predicted=535.928338, expected=516.000000 predicted=498.103877, expected=704.000000 predicted=528.693467, expected=428.000000 predicted=433.868035, expected=304.000000 predicted=352.409745, expected=356.000000 predicted=392.273925, expected=252.000000 predicted=302.513362, expected=376.000000 predicted=549.356202, expected=636.000000 predicted=559.466125, expected=632.000000 predicted=433.006494, expected=488.000000 predicted=445.617414, expected=308.000000 predicted=314.051897, expected=480.000000 predicted=452.828624, expected=336.000000 predicted=412.966380, expected=416.000000 predicted=527.236596, expected=536.000000 predicted=545.582251, expected=624.000000 predicted=442.972578, expected=424.000000 predicted=443.196301, expected=360.000000 predicted=383.908906, expected=456.000000 predicted=455.526204, expected=204.000000 predicted=285.033699, expected=352.000000 predicted=527.050384, expected=600.000000 predicted=532.775543, expected=600.000000 predicted=419.891434, expected=388.000000 predicted=442.353449, expected=376.000000 predicted=350.228770, expected=448.000000 predicted=392.363274, expected=296.000000 predicted=381.172322, expected=432.000000 predicted=553.531226, expected=512.000000 predicted=451.483239, expected=352.000000 predicted=315.583172, expected=404.000000 predicted=479.820823, expected=384.000000 predicted=334.166636, expected=384.000000 predicted=382.436781, expected=356.000000 predicted=440.700860, expected=372.000000 predicted=361.779699, expected=516.000000 predicted=475.519421, expected=668.000000 predicted=529.273396, expected=392.000000 predicted=351.279232, expected=300.000000 predicted=377.165956, expected=576.000000 predicted=525.575314, expected=508.000000 predicted=418.343920, expected=584.000000 predicted=647.805988, expected=700.000000 predicted=601.157171, expected=732.000000 predicted=499.047433, expected=356.000000 predicted=437.431711, expected=260.000000 predicted=427.865890, expected=448.000000 predicted=528.704703, expected=268.000000 predicted=366.286074, expected=320.000000 predicted=550.309445, expected=500.000000 predicted=470.187706, expected=544.000000 predicted=359.269671, expected=428.000000 predicted=443.803926, expected=412.000000 predicted=383.930501, expected=356.000000 predicted=328.904214, expected=364.000000 predicted=414.414043, expected=388.000000 predicted=462.743250, expected=584.000000 predicted=520.486745, expected=640.000000 predicted=520.572114, expected=340.000000 predicted=320.922334, expected=360.000000 predicted=431.413923, expected=408.000000 predicted=388.472624, expected=272.000000 predicted=350.404793, expected=316.000000 predicted=507.339635, expected=452.000000 predicted=408.600920, expected=456.000000 predicted=373.558061, expected=332.000000 predicted=372.688475, expected=284.000000 predicted=307.023744, expected=456.000000 predicted=403.032992, expected=288.000000 predicted=305.036158, expected=352.000000 predicted=432.498344, expected=580.000000 predicted=500.703858, expected=716.000000 predicted=469.096651, expected=536.000000 predicted=490.957215, expected=392.000000 predicted=387.906371, expected=388.000000 predicted=391.212287, expected=284.000000 predicted=371.528239, expected=372.000000 predicted=540.596018, expected=372.000000 predicted=439.243161, expected=444.000000 predicted=414.739244, expected=384.000000 predicted=389.150854, expected=304.000000 predicted=292.117072, expected=432.000000 predicted=435.280629, expected=336.000000 predicted=311.150275, expected=432.000000 predicted=454.431371, expected=708.000000 predicted=593.197022, expected=584.000000 predicted=390.943012, expected=352.000000 predicted=411.207450, expected=348.000000 predicted=402.490237, expected=340.000000 predicted=340.860823, expected=356.000000 predicted=492.822406, expected=384.000000 predicted=487.333170, expected=388.000000 predicted=367.570687, expected=512.000000 predicted=451.995632, expected=376.000000 predicted=333.615573, expected=328.000000 predicted=356.936976, expected=428.000000 predicted=436.328301, expected=300.000000 predicted=286.943346, expected=388.000000 predicted=472.977026, expected=468.000000 predicted=434.100671, expected=460.000000 predicted=367.951809, expected=320.000000 predicted=379.022897, expected=508.000000 predicted=455.091370, expected=516.000000 predicted=423.490270, expected=340.000000 predicted=367.706992, expected=392.000000 predicted=485.455363, expected=668.000000 predicted=512.932711, expected=660.000000 predicted=529.755178, expected=428.000000 predicted=473.727226, expected=272.000000 predicted=355.545471, expected=344.000000 predicted=370.219033, expected=332.000000 predicted=436.155686, expected=236.000000 predicted=412.661313, expected=452.000000 predicted=492.650725, expected=524.000000 predicted=378.362471, expected=380.000000 predicted=333.985131, expected=276.000000 predicted=349.311244, expected=556.000000 predicted=445.056821, expected=312.000000 predicted=286.285334, expected=348.000000 predicted=465.820861, expected=616.000000 predicted=566.833009, expected=648.000000 predicted=395.396420, expected=384.000000 predicted=461.255046, expected=372.000000 predicted=417.377578, expected=412.000000 predicted=369.010992, expected=276.000000 predicted=371.258012, expected=380.000000 predicted=544.618359, expected=596.000000 predicted=507.871105, expected=604.000000 predicted=451.520634, expected=400.000000 predicted=414.969905, expected=392.000000 predicted=391.688461, expected=500.000000 predicted=438.856845, expected=416.000000 predicted=444.398437, expected=460.000000 predicted=555.306429, expected=720.000000 predicted=607.107057, expected=704.000000 predicted=508.297284, expected=472.000000 predicted=484.719691, expected=324.000000 predicted=417.821731, expected=420.000000 predicted=442.721758, expected=336.000000 predicted=451.275510, expected=476.000000 predicted=600.375106, expected=448.000000 predicted=457.211928, expected=556.000000 predicted=451.083702, expected=356.000000 predicted=376.105061, expected=324.000000 predicted=343.868049, expected=364.000000 predicted=434.259785, expected=224.000000 predicted=269.457159, expected=440.000000 predicted=540.453036, expected=500.000000 predicted=413.995193, expected=636.000000 predicted=483.256062, expected=372.000000 predicted=367.023809, expected=352.000000 predicted=326.862271, expected=320.000000 predicted=382.488529, expected=348.000000 predicted=376.335750, expected=336.000000 predicted=479.080542, expected=440.000000 predicted=417.599789, expected=540.000000 predicted=455.821319, expected=360.000000 predicted=310.860154, expected=320.000000 predicted=371.694959, expected=320.000000 predicted=335.253422, expected=224.000000 predicted=278.979813, expected=344.000000 predicted=461.754312, expected=440.000000 predicted=395.802535, expected=324.000000 predicted=287.713461, expected=460.000000 predicted=450.494723, expected=652.000000 predicted=460.885774, expected=496.000000 predicted=368.388095, expected=340.000000 predicted=424.285836, expected=364.000000 predicted=383.578369, expected=576.000000 predicted=501.363536, expected=736.000000 predicted=672.221413, expected=356.000000 predicted=380.012033, expected=356.000000 predicted=435.594098, expected=412.000000 predicted=395.935567, expected=224.000000 predicted=293.580844, expected=336.000000 predicted=576.605851, expected=496.000000 predicted=434.043528, expected=528.000000 predicted=404.262740, expected=364.000000 predicted=397.206267, expected=312.000000 predicted=307.463032, expected=284.000000 predicted=302.532048, expected=276.000000 predicted=351.294610, expected=396.000000 predicted=468.590133, expected=592.000000 predicted=489.345727, expected=652.000000 predicted=481.213037, expected=396.000000 predicted=335.674651, expected=356.000000 predicted=374.123932, expected=416.000000 predicted=408.043143, expected=288.000000 predicted=363.487891, expected=336.000000 predicted=511.728613, expected=464.000000 predicted=445.558404, expected=612.000000 predicted=472.534106, expected=388.000000 predicted=376.734524, expected=516.000000 predicted=475.818708, expected=460.000000 predicted=388.331073, expected=416.000000 predicted=403.886012, expected=404.000000 predicted=532.777326, expected=544.000000 predicted=471.418585, expected=652.000000 predicted=578.373922, expected=428.000000 predicted=411.347101, expected=432.000000 predicted=480.108067, expected=372.000000 predicted=381.171611, expected=316.000000 predicted=383.509022, expected=348.000000 predicted=507.564627, expected=484.000000 predicted=456.464032, expected=624.000000 predicted=528.456591, expected=340.000000 predicted=319.970965, expected=320.000000 predicted=376.972101, expected=496.000000 predicted=452.364565, expected=484.000000 predicted=408.864547, expected=476.000000 predicted=562.085684, expected=568.000000 predicted=500.781397, expected=612.000000 predicted=459.754511, expected=592.000000 predicted=543.233202, expected=520.000000 predicted=514.950274, expected=616.000000 predicted=572.815573, expected=368.000000 predicted=414.386721, expected=336.000000 predicted=485.304817, expected=352.000000 predicted=476.503169, expected=296.000000 predicted=346.722145, expected=396.000000 predicted=521.589317, expected=552.000000 predicted=472.475130, expected=280.000000 predicted=252.190944, expected=516.000000 predicted=523.058606, expected=640.000000 predicted=472.066667, expected=476.000000 predicted=368.030478, expected=412.000000 predicted=544.601001, expected=572.000000 predicted=463.436704, expected=332.000000 predicted=338.262568, expected=360.000000 predicted=526.911630, expected=472.000000 predicted=498.451202, expected=552.000000 predicted=438.443651, expected=364.000000 predicted=450.891521, expected=288.000000 predicted=343.533586, expected=288.000000 predicted=329.565863, expected=244.000000 predicted=308.092979, expected=296.000000 predicted=421.065355, expected=520.000000 predicted=465.929708, expected=552.000000 predicted=400.900671, expected=376.000000 predicted=332.772918, expected=348.000000 predicted=352.564759, expected=380.000000 predicted=334.777799, expected=244.000000 predicted=322.808722, expected=260.000000 predicted=418.169692, expected=512.000000 predicted=473.531377, expected=536.000000 predicted=398.157783, expected=336.000000 predicted=352.127145, expected=300.000000 predicted=334.599131, expected=364.000000 predicted=310.033116, expected=212.000000 predicted=292.141164, expected=328.000000 predicted=461.868683, expected=572.000000 predicted=478.728568, expected=600.000000 predicted=412.192300, expected=516.000000 predicted=469.732182, expected=336.000000 predicted=302.898884, expected=364.000000 predicted=361.814566, expected=276.000000 predicted=377.161233, expected=336.000000 predicted=452.510384, expected=488.000000 predicted=518.703143, expected=316.000000 predicted=275.323367, expected=340.000000 predicted=395.166492, expected=336.000000 predicted=317.306768, expected=460.000000 predicted=383.487083, expected=348.000000 predicted=396.658458, expected=408.000000 predicted=389.300413, expected=448.000000 predicted=409.098968, expected=632.000000 predicted=489.241874, expected=268.000000 predicted=312.421321, expected=416.000000 predicted=455.589173, expected=372.000000 predicted=378.027839, expected=200.000000 predicted=242.572283, expected=364.000000 predicted=563.940277, expected=480.000000 predicted=351.863524, expected=584.000000 predicted=485.444970, expected=304.000000 predicted=332.243041, expected=304.000000 predicted=305.223257, expected=340.000000 predicted=353.469023, expected=236.000000 predicted=285.233792, expected=372.000000 predicted=510.409334, expected=428.000000 predicted=360.169489, expected=532.000000 predicted=418.394205, expected=344.000000 predicted=338.246903, expected=324.000000 predicted=311.250057, expected=460.000000 predicted=440.852075, expected=320.000000 predicted=304.298246, expected=420.000000 predicted=509.782570, expected=520.000000 predicted=451.734885, expected=596.000000 predicted=442.535486, expected=324.000000 predicted=376.204621, expected=264.000000 predicted=331.603368, expected=432.000000 predicted=446.441081, expected=228.000000 predicted=273.363373, expected=396.000000 predicted=539.928953, expected=460.000000 predicted=401.808279, expected=488.000000 predicted=347.806792, expected=280.000000 predicted=363.741339, expected=316.000000 predicted=307.976659, expected=480.000000 predicted=445.341875, expected=388.000000 predicted=359.901994, expected=512.000000 predicted=545.560258, expected=592.000000 predicted=459.943326, expected=672.000000 predicted=490.302949, expected=428.000000 predicted=444.967857, expected=384.000000 predicted=422.135375, expected=460.000000 predicted=495.461727, expected=348.000000 predicted=397.062961, expected=268.000000 predicted=466.698710, expected=492.000000 predicted=502.959988, expected=480.000000 predicted=382.592495, expected=344.000000 predicted=387.719794, expected=392.000000 predicted=430.734343, expected=372.000000 predicted=298.446594, expected=348.000000 predicted=395.794854, expected=564.000000 predicted=561.611446, expected=624.000000 predicted=467.941485, expected=800.000000 predicted=629.881923, expected=512.000000 predicted=435.074095, expected=380.000000 predicted=395.169980, expected=428.000000 predicted=523.513135, expected=280.000000 predicted=359.953751, expected=424.000000 predicted=623.360594, expected=516.000000 predicted=511.520837, expected=556.000000 predicted=449.948140, expected=312.000000 predicted=368.935893, expected=248.000000 predicted=295.652995, expected=320.000000 predicted=373.747681, expected=308.000000 predicted=351.524496, expected=272.000000 predicted=403.486203, expected=520.000000 predicted=466.057636, expected=624.000000 predicted=424.884043, expected=476.000000 predicted=383.380825, expected=344.000000 predicted=376.354883, expected=436.000000 predicted=384.432668, expected=344.000000 predicted=371.030529, expected=360.000000 predicted=484.113996, expected=432.000000 predicted=472.820307, expected=504.000000 predicted=411.507952, expected=264.000000 predicted=319.893375, expected=344.000000 predicted=394.449841, expected=336.000000 predicted=333.366348, expected=204.000000 predicted=259.695517, expected=348.000000 predicted=471.858258, expected=444.000000 predicted=342.170498, expected=728.000000 predicted=555.391536, expected=480.000000 predicted=387.491800, expected=436.000000 predicted=376.058831, expected=460.000000 predicted=444.699597, expected=252.000000 predicted=264.411410, expected=388.000000 predicted=586.921200, expected=524.000000 predicted=496.273467, expected=344.000000 predicted=326.225957, expected=404.000000 predicted=492.460008, expected=316.000000 predicted=277.268601, expected=360.000000 predicted=357.677131, expected=288.000000 predicted=395.769903, expected=336.000000 predicted=338.915732, expected=408.000000 predicted=413.621247, expected=532.000000 predicted=425.799085, expected=428.000000 predicted=385.413377, expected=288.000000 predicted=301.574737, expected=468.000000 predicted=452.388586, expected=300.000000 predicted=284.623055, expected=408.000000 predicted=486.186613, expected=472.000000 predicted=469.346586, expected=576.000000 predicted=418.583818, expected=316.000000 predicted=375.081125, expected=308.000000 predicted=344.447361, expected=352.000000 predicted=383.898647, expected=260.000000 predicted=299.240959, expected=372.000000 predicted=497.748001, expected=444.000000 predicted=381.033623, expected=516.000000 predicted=408.291310, expected=364.000000 predicted=359.399652, expected=580.000000 predicted=480.922350, expected=500.000000 predicted=409.569189, expected=320.000000 predicted=353.753256, expected=360.000000 predicted=491.421160, expected=504.000000 predicted=419.173053, expected=664.000000 predicted=601.221495, expected=360.000000 predicted=396.433491, expected=272.000000 predicted=349.899392, expected=380.000000 predicted=396.595494, expected=292.000000 predicted=311.655677, expected=312.000000 predicted=488.336008, expected=444.000000 predicted=430.567489, expected=552.000000 predicted=401.337404, expected=304.000000 predicted=314.937505, expected=288.000000 predicted=342.256186, expected=348.000000 predicted=338.953779, expected=280.000000 predicted=298.760342, expected=428.000000 predicted=516.013719, expected=564.000000 predicted=445.894701, expected=376.000000 predicted=295.820315, expected=296.000000 predicted=366.073726, expected=296.000000 predicted=304.402100, expected=296.000000 predicted=319.247003, expected=256.000000 predicted=388.137829, expected=320.000000 predicted=358.981702, expected=484.000000 predicted=403.213379, expected=540.000000 predicted=410.443082, expected=300.000000 predicted=287.282066, expected=352.000000 predicted=366.598170, expected=364.000000 predicted=329.707763, expected=240.000000 Test MSE: 11863.283
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259])] predicted=8.482011, expected=12.000000 predicted=12.645841, expected=4.000000 predicted=7.889713, expected=8.000000 predicted=10.449669, expected=24.000000 predicted=16.168988, expected=16.000000 predicted=12.019343, expected=16.000000 predicted=13.255871, expected=8.000000 predicted=10.043014, expected=8.000000 predicted=11.101758, expected=12.000000 predicted=14.713248, expected=16.000000 predicted=14.113848, expected=4.000000 predicted=9.428528, expected=20.000000 predicted=12.702965, expected=24.000000 predicted=16.323834, expected=32.000000 predicted=21.022198, expected=28.000000 predicted=21.825191, expected=20.000000 predicted=18.470400, expected=32.000000 predicted=26.566891, expected=20.000000 predicted=24.568596, expected=12.000000 predicted=21.322652, expected=24.000000 predicted=23.359041, expected=24.000000 predicted=22.851186, expected=16.000000 predicted=21.070749, expected=20.000000 predicted=19.104188, expected=16.000000 predicted=17.256430, expected=20.000000 predicted=20.395309, expected=12.000000 predicted=17.080715, expected=64.000000 predicted=33.887822, expected=40.000000 predicted=31.936300, expected=68.000000 predicted=41.353425, expected=32.000000 predicted=35.632687, expected=52.000000 predicted=41.134111, expected=28.000000 predicted=45.414123, expected=56.000000 predicted=46.714079, expected=72.000000 predicted=60.208953, expected=104.000000 predicted=67.394808, expected=32.000000 predicted=50.987538, expected=28.000000 predicted=39.357312, expected=16.000000 predicted=43.925428, expected=12.000000 predicted=39.186422, expected=20.000000 predicted=41.010456, expected=28.000000 predicted=25.914179, expected=8.000000 predicted=17.082197, expected=20.000000 predicted=16.750670, expected=32.000000 predicted=23.102452, expected=36.000000 predicted=27.321713, expected=16.000000 predicted=21.850488, expected=28.000000 predicted=21.523578, expected=24.000000 predicted=25.338833, expected=16.000000 predicted=23.083526, expected=16.000000 predicted=22.210810, expected=28.000000 predicted=22.520665, expected=20.000000 predicted=22.717346, expected=24.000000 predicted=21.912119, expected=16.000000 predicted=18.526923, expected=24.000000 predicted=20.819284, expected=28.000000 predicted=25.767305, expected=8.000000 predicted=16.499855, expected=32.000000 predicted=24.117110, expected=12.000000 predicted=18.470708, expected=16.000000 predicted=18.043473, expected=40.000000 predicted=28.673507, expected=28.000000 predicted=23.198556, expected=20.000000 predicted=23.556693, expected=20.000000 predicted=20.114559, expected=28.000000 predicted=24.788018, expected=24.000000 predicted=28.034368, expected=16.000000 predicted=21.159210, expected=40.000000 predicted=28.021663, expected=12.000000 predicted=20.804269, expected=20.000000 predicted=21.448673, expected=24.000000 predicted=23.772784, expected=8.000000 predicted=16.102568, expected=4.000000 predicted=16.235251, expected=24.000000 predicted=17.102890, expected=20.000000 predicted=18.866848, expected=16.000000 predicted=16.752856, expected=12.000000 predicted=12.420093, expected=16.000000 predicted=13.660487, expected=8.000000 predicted=14.939757, expected=4.000000 predicted=10.712991, expected=12.000000 predicted=11.928649, expected=16.000000 predicted=12.984296, expected=12.000000 predicted=12.199036, expected=8.000000 predicted=8.884785, expected=20.000000 predicted=12.905965, expected=4.000000 predicted=10.173339, expected=24.000000 predicted=16.177372, expected=36.000000 predicted=22.828753, expected=20.000000 predicted=17.872177, expected=12.000000 predicted=16.630843, expected=32.000000 predicted=21.585173, expected=16.000000 predicted=22.058152, expected=8.000000 predicted=18.425209, expected=12.000000 predicted=15.581931, expected=16.000000 predicted=15.358134, expected=32.000000 predicted=24.749987, expected=4.000000 predicted=12.467392, expected=12.000000 predicted=11.289886, expected=8.000000 predicted=12.495825, expected=12.000000 predicted=13.201374, expected=12.000000 predicted=15.686342, expected=20.000000 predicted=12.603041, expected=12.000000 predicted=12.668396, expected=4.000000 predicted=8.327848, expected=16.000000 predicted=13.151318, expected=8.000000 predicted=11.251086, expected=16.000000 predicted=14.073499, expected=24.000000 predicted=16.500850, expected=4.000000 predicted=8.821773, expected=12.000000 predicted=12.404523, expected=16.000000 predicted=13.670361, expected=4.000000 predicted=10.642853, expected=24.000000 predicted=17.595724, expected=20.000000 predicted=14.676095, expected=40.000000 predicted=23.734693, expected=4.000000 predicted=14.854017, expected=20.000000 predicted=15.172957, expected=28.000000 predicted=25.156310, expected=28.000000 predicted=24.169328, expected=32.000000 predicted=29.167001, expected=48.000000 predicted=29.594708, expected=60.000000 predicted=41.321921, expected=36.000000 predicted=37.046203, expected=28.000000 predicted=33.263646, expected=28.000000 predicted=34.533251, expected=24.000000 predicted=34.819560, expected=8.000000 predicted=27.866465, expected=24.000000 predicted=25.198935, expected=32.000000 predicted=27.425714, expected=12.000000 predicted=19.710688, expected=16.000000 predicted=18.281457, expected=40.000000 predicted=25.367595, expected=20.000000 predicted=23.543299, expected=28.000000 predicted=25.880313, expected=48.000000 predicted=31.630515, expected=36.000000 predicted=31.051903, expected=36.000000 predicted=35.553865, expected=40.000000 predicted=34.374114, expected=20.000000 predicted=29.476766, expected=28.000000 predicted=33.787432, expected=40.000000 predicted=35.809111, expected=24.000000 predicted=30.130288, expected=28.000000 predicted=30.396684, expected=24.000000 predicted=25.507537, expected=28.000000 predicted=27.933126, expected=8.000000 predicted=22.621057, expected=12.000000 predicted=17.676281, expected=28.000000 predicted=24.145491, expected=52.000000 predicted=33.134734, expected=16.000000 predicted=23.391338, expected=16.000000 predicted=17.263969, expected=40.000000 predicted=28.971749, expected=8.000000 predicted=21.722583, expected=8.000000 predicted=22.164036, expected=20.000000 predicted=18.353107, expected=20.000000 predicted=18.287050, expected=40.000000 predicted=30.114927, expected=4.000000 predicted=12.812981, expected=12.000000 predicted=13.358797, expected=12.000000 predicted=16.848518, expected=4.000000 predicted=12.187176, expected=32.000000 predicted=24.184621, expected=16.000000 predicted=13.708300, expected=36.000000 predicted=22.036999, expected=24.000000 predicted=21.375897, expected=12.000000 predicted=15.589865, expected=24.000000 predicted=24.578127, expected=8.000000 predicted=16.377199, expected=12.000000 predicted=18.760156, expected=24.000000 predicted=20.015923, expected=28.000000 predicted=20.276651, expected=20.000000 predicted=20.380738, expected=20.000000 predicted=17.420672, expected=16.000000 predicted=17.741827, expected=12.000000 predicted=18.010895, expected=16.000000 predicted=18.861027, expected=32.000000 predicted=22.915867, expected=24.000000 predicted=21.674448, expected=40.000000 predicted=26.818984, expected=28.000000 predicted=24.986973, expected=24.000000 predicted=24.509015, expected=16.000000 predicted=24.613004, expected=12.000000 predicted=20.117525, expected=4.000000 predicted=18.180601, expected=24.000000 predicted=20.449746, expected=24.000000 predicted=20.709273, expected=16.000000 predicted=16.103452, expected=24.000000 predicted=18.269808, expected=40.000000 predicted=24.794685, expected=12.000000 predicted=20.902812, expected=16.000000 predicted=19.732018, expected=20.000000 predicted=20.121084, expected=16.000000 predicted=20.001136, expected=16.000000 predicted=21.482415, expected=36.000000 predicted=22.891840, expected=16.000000 predicted=19.037630, expected=12.000000 predicted=16.835726, expected=24.000000 predicted=20.274656, expected=20.000000 predicted=19.877772, expected=32.000000 predicted=27.421928, expected=20.000000 predicted=20.360247, expected=8.000000 predicted=14.772297, expected=16.000000 predicted=18.851228, expected=4.000000 predicted=13.509383, expected=8.000000 predicted=14.602208, expected=12.000000 predicted=12.662882, expected=12.000000 predicted=10.268273, expected=20.000000 predicted=14.796584, expected=16.000000 predicted=12.308470, expected=16.000000 predicted=13.629637, expected=16.000000 predicted=15.009559, expected=20.000000 predicted=16.833030, expected=32.000000 predicted=23.442038, expected=20.000000 predicted=19.957446, expected=24.000000 predicted=21.052794, expected=16.000000 predicted=19.165125, expected=32.000000 predicted=25.211436, expected=16.000000 predicted=23.011637, expected=24.000000 predicted=21.713653, expected=24.000000 predicted=23.423894, expected=20.000000 predicted=20.515605, expected=8.000000 predicted=18.573225, expected=12.000000 predicted=15.019860, expected=16.000000 predicted=17.697746, expected=20.000000 predicted=18.585634, expected=32.000000 predicted=22.382336, expected=24.000000 predicted=19.258416, expected=28.000000 predicted=22.175331, expected=44.000000 predicted=30.606869, expected=20.000000 predicted=25.318490, expected=20.000000 predicted=25.616703, expected=44.000000 predicted=32.769451, expected=8.000000 predicted=22.777878, expected=20.000000 predicted=25.823626, expected=12.000000 predicted=18.173008, expected=4.000000 predicted=13.825222, expected=20.000000 predicted=21.565716, expected=20.000000 predicted=15.169443, expected=48.000000 predicted=28.334817, expected=48.000000 predicted=31.286930, expected=28.000000 predicted=25.434921, expected=16.000000 predicted=24.045095, expected=20.000000 predicted=24.821917, expected=32.000000 predicted=33.895542, expected=40.000000 predicted=36.115748, expected=12.000000 predicted=22.121510, expected=16.000000 predicted=18.949780, expected=20.000000 predicted=21.614726, expected=16.000000 predicted=22.023154, expected=28.000000 predicted=25.910538, expected=28.000000 predicted=21.558685, expected=60.000000 predicted=35.597284, expected=56.000000 predicted=40.316915, expected=20.000000 predicted=28.471377, expected=76.000000 predicted=49.792889, expected=32.000000 predicted=41.221189, expected=24.000000 predicted=40.557484, expected=24.000000 predicted=35.678000, expected=28.000000 predicted=30.051364, expected=20.000000 predicted=35.519549, expected=32.000000 predicted=28.506614, expected=12.000000 predicted=20.613320, expected=8.000000 predicted=16.881351, expected=20.000000 predicted=20.236234, expected=48.000000 predicted=29.914342, expected=56.000000 predicted=38.691019, expected=36.000000 predicted=30.546671, expected=40.000000 predicted=32.367635, expected=40.000000 predicted=37.226942, expected=20.000000 predicted=35.293643, expected=36.000000 predicted=38.825219, expected=4.000000 predicted=23.159608, expected=24.000000 predicted=26.639635, expected=32.000000 predicted=29.436224, expected=24.000000 predicted=23.827415, expected=16.000000 predicted=22.396613, expected=12.000000 predicted=14.423320, expected=8.000000 predicted=16.155544, expected=20.000000 predicted=20.211161, expected=32.000000 predicted=23.418347, expected=24.000000 predicted=20.666296, expected=8.000000 predicted=14.035295, expected=12.000000 predicted=13.745445, expected=16.000000 predicted=17.703958, expected=20.000000 predicted=20.791913, expected=32.000000 predicted=23.322001, expected=56.000000 predicted=31.781031, expected=28.000000 predicted=27.038969, expected=20.000000 predicted=24.036582, expected=20.000000 predicted=24.462213, expected=16.000000 predicted=25.050152, expected=24.000000 predicted=29.765245, expected=12.000000 predicted=18.897023, expected=16.000000 predicted=17.258779, expected=16.000000 predicted=17.100299, expected=28.000000 predicted=20.980404, expected=16.000000 predicted=19.081602, expected=16.000000 predicted=16.008780, expected=16.000000 predicted=16.852889, expected=12.000000 predicted=15.505758, expected=8.000000 predicted=14.940351, expected=8.000000 predicted=11.361212, expected=16.000000 predicted=13.810986, expected=20.000000 predicted=15.835864, expected=12.000000 predicted=12.720852, expected=4.000000 predicted=8.531377, expected=20.000000 predicted=13.942541, expected=4.000000 predicted=10.985086, expected=4.000000 predicted=9.500845, expected=16.000000 predicted=11.515672, expected=8.000000 predicted=8.643154, expected=20.000000 predicted=15.157488, expected=40.000000 predicted=21.294381, expected=28.000000 predicted=21.075013, expected=16.000000 predicted=19.212759, expected=24.000000 predicted=20.397429, expected=12.000000 predicted=19.510334, expected=20.000000 predicted=24.044409, expected=4.000000 predicted=14.822207, expected=32.000000 predicted=21.063291, expected=16.000000 predicted=19.037998, expected=12.000000 predicted=14.268657, expected=32.000000 predicted=22.462426, expected=16.000000 predicted=16.730294, expected=12.000000 predicted=19.048522, expected=8.000000 predicted=13.099124, expected=36.000000 predicted=22.636011, expected=20.000000 predicted=22.959939, expected=4.000000 predicted=12.645032, expected=16.000000 predicted=14.496888, expected=8.000000 predicted=12.202653, expected=12.000000 predicted=17.117275, expected=12.000000 predicted=12.916089, expected=24.000000 predicted=14.787143, expected=4.000000 predicted=11.132775, expected=4.000000 predicted=7.857244, expected=12.000000 predicted=11.013833, expected=4.000000 predicted=8.636578, expected=8.000000 predicted=10.557034, expected=16.000000 predicted=9.672509, expected=20.000000 predicted=12.807203, expected=44.000000 predicted=24.677133, expected=20.000000 predicted=18.484628, expected=20.000000 predicted=18.998511, expected=16.000000 predicted=19.363146, expected=48.000000 predicted=32.225157, expected=20.000000 predicted=28.993443, expected=12.000000 predicted=18.981447, expected=12.000000 predicted=17.709074, expected=28.000000 predicted=22.786010, expected=12.000000 predicted=22.817377, expected=8.000000 predicted=13.510910, expected=24.000000 predicted=17.316978, expected=24.000000 predicted=19.250474, expected=20.000000 predicted=20.857317, expected=20.000000 predicted=17.860150, expected=20.000000 predicted=18.032958, expected=20.000000 predicted=21.156890, expected=20.000000 predicted=20.809659, expected=12.000000 predicted=16.882048, expected=8.000000 predicted=14.213475, expected=8.000000 predicted=12.944350, expected=24.000000 predicted=18.032124, expected=12.000000 predicted=14.657553, expected=8.000000 predicted=10.741933, expected=4.000000 predicted=8.137907, expected=16.000000 predicted=12.151007, expected=4.000000 predicted=10.977781, expected=8.000000 predicted=8.551739, expected=4.000000 predicted=6.404264, expected=8.000000 predicted=6.810291, expected=16.000000 predicted=12.004250, expected=8.000000 predicted=7.825420, expected=12.000000 predicted=9.789284, expected=12.000000 predicted=9.856649, expected=16.000000 predicted=12.580389, expected=4.000000 predicted=9.950156, expected=20.000000 predicted=13.319604, expected=16.000000 predicted=14.248177, expected=12.000000 predicted=12.817470, expected=4.000000 predicted=10.113930, expected=12.000000 predicted=10.104869, expected=20.000000 predicted=16.353087, expected=4.000000 predicted=10.139701, expected=12.000000 predicted=10.801060, expected=12.000000 predicted=10.222565, expected=8.000000 predicted=10.365074, expected=8.000000 predicted=10.866424, expected=12.000000 predicted=9.282078, expected=8.000000 predicted=9.684594, expected=8.000000 predicted=9.126732, expected=4.000000 predicted=6.749942, expected=12.000000 predicted=9.215590, expected=16.000000 predicted=12.039626, expected=4.000000 predicted=7.508370, expected=4.000000 predicted=6.547500, expected=12.000000 predicted=8.731720, expected=16.000000 predicted=12.358096, expected=12.000000 predicted=11.925878, expected=4.000000 predicted=6.816099, expected=8.000000 predicted=7.926192, expected=8.000000 predicted=9.478306, expected=8.000000 predicted=9.609294, expected=8.000000 predicted=8.426394, expected=4.000000 predicted=5.531117, expected=4.000000 predicted=5.827274, expected=8.000000 predicted=7.000351, expected=8.000000 Test MSE: 143.994
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105])] predicted=42.765801, expected=48.000000 predicted=48.060270, expected=60.000000 predicted=60.294563, expected=108.000000 predicted=68.182368, expected=36.000000 predicted=38.467193, expected=28.000000 predicted=41.762148, expected=56.000000 predicted=57.730146, expected=36.000000 predicted=37.194177, expected=48.000000 predicted=75.714543, expected=36.000000 predicted=38.249757, expected=100.000000 predicted=63.518975, expected=40.000000 predicted=44.927784, expected=36.000000 predicted=40.231459, expected=44.000000 predicted=53.247189, expected=40.000000 predicted=31.267094, expected=20.000000 predicted=56.860315, expected=60.000000 predicted=51.893652, expected=44.000000 predicted=36.705165, expected=20.000000 predicted=30.982253, expected=16.000000 predicted=33.786817, expected=48.000000 predicted=32.642038, expected=32.000000 predicted=39.433282, expected=48.000000 predicted=46.171222, expected=64.000000 predicted=45.166277, expected=36.000000 predicted=24.581205, expected=32.000000 predicted=43.763616, expected=32.000000 predicted=34.266782, expected=28.000000 predicted=34.165933, expected=24.000000 predicted=42.137204, expected=28.000000 predicted=31.713942, expected=80.000000 predicted=54.951388, expected=68.000000 predicted=46.370403, expected=56.000000 predicted=44.967004, expected=32.000000 predicted=36.258169, expected=44.000000 predicted=37.400395, expected=24.000000 predicted=47.899934, expected=36.000000 predicted=49.134328, expected=76.000000 predicted=65.356022, expected=64.000000 predicted=43.620231, expected=48.000000 predicted=48.973826, expected=40.000000 predicted=39.009703, expected=36.000000 predicted=35.729597, expected=24.000000 predicted=46.758525, expected=48.000000 predicted=54.503106, expected=48.000000 predicted=45.155653, expected=56.000000 predicted=46.796650, expected=60.000000 predicted=50.644989, expected=48.000000 predicted=37.057408, expected=52.000000 predicted=51.961845, expected=28.000000 predicted=38.136416, expected=20.000000 predicted=37.597607, expected=72.000000 predicted=65.634949, expected=64.000000 predicted=49.273367, expected=24.000000 predicted=37.906523, expected=52.000000 predicted=49.484726, expected=32.000000 predicted=23.879377, expected=28.000000 predicted=45.674648, expected=32.000000 predicted=49.757222, expected=88.000000 predicted=53.728738, expected=32.000000 predicted=37.470651, expected=44.000000 predicted=43.485643, expected=36.000000 predicted=37.979191, expected=24.000000 predicted=22.627394, expected=12.000000 predicted=49.817975, expected=56.000000 predicted=43.298298, expected=80.000000 predicted=56.851615, expected=80.000000 predicted=55.882152, expected=44.000000 predicted=40.868788, expected=40.000000 predicted=33.316893, expected=80.000000 predicted=68.027965, expected=48.000000 predicted=55.976228, expected=60.000000 predicted=71.036636, expected=80.000000 predicted=66.069101, expected=96.000000 predicted=64.071052, expected=48.000000 predicted=64.271950, expected=24.000000 predicted=42.833884, expected=80.000000 predicted=73.211203, expected=40.000000 predicted=49.013373, expected=32.000000 predicted=62.553921, expected=100.000000 predicted=80.494522, expected=72.000000 predicted=39.543903, expected=60.000000 predicted=71.434042, expected=64.000000 predicted=61.703237, expected=56.000000 predicted=41.944817, expected=40.000000 predicted=67.597050, expected=36.000000 predicted=54.637321, expected=52.000000 predicted=54.445422, expected=44.000000 predicted=49.955959, expected=40.000000 predicted=47.676609, expected=48.000000 predicted=46.109489, expected=32.000000 predicted=32.751853, expected=32.000000 predicted=42.176102, expected=32.000000 predicted=38.275375, expected=56.000000 predicted=45.748046, expected=60.000000 predicted=51.747725, expected=12.000000 predicted=22.641034, expected=12.000000 predicted=28.658631, expected=36.000000 predicted=33.680097, expected=36.000000 predicted=37.142579, expected=56.000000 predicted=56.583409, expected=100.000000 predicted=58.436489, expected=72.000000 predicted=41.145776, expected=48.000000 predicted=48.484418, expected=24.000000 predicted=37.741563, expected=60.000000 predicted=56.125540, expected=28.000000 predicted=55.868799, expected=56.000000 predicted=62.480574, expected=60.000000 predicted=55.588303, expected=40.000000 predicted=29.399370, expected=44.000000 predicted=56.167901, expected=48.000000 predicted=38.723074, expected=32.000000 predicted=40.908129, expected=48.000000 predicted=54.737373, expected=52.000000 predicted=45.102839, expected=84.000000 predicted=62.095401, expected=128.000000 predicted=88.418323, expected=60.000000 predicted=46.006409, expected=28.000000 predicted=48.767590, expected=44.000000 predicted=55.244810, expected=52.000000 predicted=57.367841, expected=64.000000 predicted=88.313305, expected=56.000000 predicted=58.434980, expected=68.000000 predicted=50.955326, expected=52.000000 predicted=49.098008, expected=36.000000 predicted=44.663142, expected=36.000000 predicted=51.643684, expected=32.000000 predicted=41.316029, expected=36.000000 predicted=48.888339, expected=64.000000 predicted=56.852682, expected=100.000000 predicted=66.139742, expected=48.000000 predicted=41.191942, expected=48.000000 predicted=48.948843, expected=68.000000 predicted=56.684892, expected=68.000000 predicted=58.468272, expected=40.000000 predicted=68.226528, expected=80.000000 predicted=68.895500, expected=76.000000 predicted=59.314213, expected=76.000000 predicted=69.550119, expected=68.000000 predicted=72.727808, expected=72.000000 predicted=57.724330, expected=32.000000 predicted=55.049734, expected=52.000000 predicted=65.297331, expected=56.000000 predicted=63.386629, expected=84.000000 predicted=70.612811, expected=92.000000 predicted=81.910692, expected=52.000000 predicted=43.993497, expected=36.000000 predicted=51.057550, expected=40.000000 predicted=49.793135, expected=32.000000 predicted=51.216092, expected=76.000000 predicted=80.580201, expected=84.000000 predicted=64.975753, expected=40.000000 predicted=37.974812, expected=52.000000 predicted=55.228876, expected=76.000000 predicted=54.710162, expected=40.000000 predicted=50.551262, expected=52.000000 predicted=71.072111, expected=84.000000 predicted=63.969109, expected=72.000000 predicted=56.016770, expected=44.000000 predicted=62.195413, expected=20.000000 predicted=36.449625, expected=28.000000 predicted=39.931673, expected=52.000000 predicted=61.855578, expected=72.000000 predicted=65.998728, expected=72.000000 predicted=57.745535, expected=84.000000 predicted=56.798072, expected=48.000000 predicted=41.051429, expected=36.000000 predicted=47.417680, expected=56.000000 predicted=65.203427, expected=32.000000 predicted=45.210164, expected=52.000000 predicted=66.940893, expected=56.000000 predicted=52.216653, expected=68.000000 predicted=49.841185, expected=44.000000 predicted=51.207506, expected=20.000000 predicted=29.192141, expected=44.000000 predicted=50.517501, expected=32.000000 predicted=38.351840, expected=40.000000 predicted=50.961916, expected=64.000000 predicted=55.551415, expected=80.000000 predicted=48.178566, expected=44.000000 predicted=44.411882, expected=40.000000 predicted=42.672712, expected=36.000000 predicted=40.119322, expected=56.000000 predicted=55.449045, expected=44.000000 predicted=58.305352, expected=48.000000 predicted=46.682720, expected=72.000000 predicted=58.176278, expected=48.000000 predicted=39.594187, expected=28.000000 predicted=44.317371, expected=48.000000 predicted=50.062078, expected=32.000000 predicted=35.244408, expected=28.000000 predicted=47.618959, expected=52.000000 predicted=51.728164, expected=20.000000 predicted=20.599392, expected=48.000000 predicted=49.608435, expected=56.000000 predicted=44.272953, expected=56.000000 predicted=38.909078, expected=16.000000 predicted=36.853206, expected=32.000000 predicted=30.819032, expected=48.000000 predicted=45.718010, expected=64.000000 predicted=53.655045, expected=40.000000 predicted=48.051159, expected=36.000000 predicted=31.123636, expected=32.000000 predicted=34.324052, expected=16.000000 predicted=29.045061, expected=32.000000 predicted=47.094483, expected=56.000000 predicted=45.583827, expected=68.000000 predicted=48.545815, expected=56.000000 predicted=45.728909, expected=68.000000 predicted=47.535978, expected=40.000000 predicted=37.445510, expected=20.000000 predicted=38.725174, expected=48.000000 predicted=59.436346, expected=52.000000 predicted=47.780257, expected=56.000000 predicted=58.624964, expected=32.000000 predicted=38.975007, expected=36.000000 predicted=31.405248, expected=60.000000 predicted=53.622608, expected=16.000000 predicted=28.990240, expected=24.000000 predicted=43.116783, expected=72.000000 predicted=53.552294, expected=80.000000 predicted=49.759942, expected=36.000000 predicted=48.297540, expected=40.000000 predicted=38.665398, expected=32.000000 predicted=29.262594, expected=44.000000 predicted=52.431939, expected=48.000000 predicted=61.433691, expected=52.000000 predicted=43.120585, expected=88.000000 predicted=65.496021, expected=36.000000 predicted=32.707387, expected=32.000000 predicted=43.459518, expected=36.000000 predicted=45.763278, expected=24.000000 predicted=31.390509, expected=48.000000 predicted=65.875947, expected=68.000000 predicted=50.370019, expected=76.000000 predicted=52.078170, expected=56.000000 predicted=49.115906, expected=44.000000 predicted=39.548533, expected=44.000000 predicted=48.041757, expected=40.000000 predicted=50.856090, expected=52.000000 predicted=61.526060, expected=72.000000 predicted=62.566981, expected=68.000000 predicted=54.553865, expected=44.000000 predicted=46.435431, expected=68.000000 predicted=58.958464, expected=32.000000 predicted=39.667576, expected=36.000000 predicted=53.465804, expected=48.000000 predicted=58.715168, expected=52.000000 predicted=43.163148, expected=56.000000 predicted=61.080035, expected=52.000000 predicted=43.767540, expected=68.000000 predicted=53.590738, expected=28.000000 predicted=37.398530, expected=60.000000 predicted=58.749715, expected=92.000000 predicted=72.582803, expected=68.000000 predicted=54.028973, expected=48.000000 predicted=63.534800, expected=76.000000 predicted=58.585320, expected=28.000000 predicted=39.197198, expected=40.000000 predicted=66.215360, expected=76.000000 predicted=72.465269, expected=64.000000 predicted=48.373665, expected=52.000000 predicted=65.764704, expected=24.000000 predicted=31.928809, expected=20.000000 predicted=31.205423, expected=32.000000 predicted=50.802461, expected=20.000000 predicted=36.267753, expected=56.000000 predicted=53.318873, expected=76.000000 predicted=48.713169, expected=40.000000 predicted=28.832397, expected=36.000000 predicted=41.658540, expected=48.000000 predicted=37.271306, expected=36.000000 predicted=40.707402, expected=36.000000 predicted=54.930299, expected=60.000000 predicted=51.018666, expected=56.000000 predicted=43.190340, expected=40.000000 predicted=44.580941, expected=48.000000 predicted=46.269568, expected=56.000000 predicted=45.303922, expected=52.000000 predicted=53.247349, expected=68.000000 predicted=62.996911, expected=52.000000 predicted=46.221671, expected=60.000000 predicted=55.472551, expected=52.000000 predicted=54.868446, expected=52.000000 predicted=51.243908, expected=44.000000 predicted=55.995081, expected=56.000000 predicted=53.705290, expected=40.000000 predicted=48.417613, expected=4.000000 predicted=28.155303, expected=64.000000 predicted=61.036421, expected=40.000000 predicted=34.737541, expected=52.000000 predicted=52.024503, expected=36.000000 predicted=43.112082, expected=32.000000 predicted=18.859291, expected=40.000000 predicted=52.024470, expected=32.000000 predicted=33.536706, expected=44.000000 predicted=47.356901, expected=56.000000 predicted=45.729979, expected=52.000000 predicted=40.913726, expected=36.000000 predicted=40.002500, expected=28.000000 predicted=33.092177, expected=36.000000 predicted=39.783224, expected=48.000000 predicted=48.569044, expected=76.000000 predicted=61.535732, expected=32.000000 predicted=33.374433, expected=52.000000 predicted=45.971446, expected=36.000000 predicted=37.496735, expected=48.000000 predicted=44.854525, expected=52.000000 predicted=63.128424, expected=80.000000 predicted=54.774732, expected=72.000000 predicted=61.251868, expected=60.000000 predicted=50.786504, expected=60.000000 predicted=58.604643, expected=60.000000 predicted=55.761911, expected=44.000000 predicted=59.891531, expected=32.000000 predicted=52.360171, expected=60.000000 predicted=60.003133, expected=72.000000 predicted=61.370641, expected=32.000000 predicted=43.846663, expected=20.000000 predicted=38.425532, expected=56.000000 predicted=46.201591, expected=48.000000 predicted=45.917109, expected=32.000000 predicted=50.149898, expected=48.000000 predicted=45.235493, expected=48.000000 predicted=32.879265, expected=28.000000 predicted=39.856501, expected=44.000000 predicted=48.729382, expected=64.000000 predicted=46.828481, expected=28.000000 predicted=34.376785, expected=44.000000 predicted=50.434639, expected=48.000000 predicted=39.064780, expected=52.000000 predicted=44.077369, expected=48.000000 predicted=56.336658, expected=40.000000 predicted=35.759917, expected=28.000000 predicted=37.093527, expected=36.000000 predicted=42.001527, expected=28.000000 predicted=37.530855, expected=40.000000 predicted=42.586702, expected=80.000000 predicted=59.283642, expected=44.000000 predicted=33.033271, expected=20.000000 predicted=33.340380, expected=60.000000 predicted=50.364190, expected=24.000000 predicted=25.151058, expected=60.000000 predicted=68.577692, expected=96.000000 predicted=70.213863, expected=96.000000 predicted=53.867247, expected=32.000000 predicted=50.992188, expected=44.000000 predicted=45.141006, expected=44.000000 predicted=50.384372, expected=12.000000 predicted=45.452131, expected=56.000000 predicted=76.736348, expected=60.000000 predicted=42.119070, expected=48.000000 predicted=43.021255, expected=40.000000 predicted=47.606715, expected=36.000000 predicted=26.655003, expected=36.000000 predicted=44.371475, expected=20.000000 predicted=38.071190, expected=40.000000 predicted=43.959856, expected=72.000000 predicted=53.591789, expected=68.000000 predicted=48.353474, expected=56.000000 predicted=49.630554, expected=36.000000 predicted=34.079374, expected=44.000000 predicted=43.776665, expected=20.000000 predicted=42.720679, expected=48.000000 predicted=56.405177, expected=64.000000 predicted=57.175038, expected=44.000000 predicted=37.072334, expected=48.000000 predicted=50.715067, expected=24.000000 predicted=24.470476, expected=44.000000 predicted=45.625417, expected=44.000000 predicted=51.157741, expected=48.000000 predicted=43.569408, expected=52.000000 predicted=51.245631, expected=100.000000 predicted=62.673494, expected=56.000000 predicted=47.636284, expected=48.000000 predicted=51.685569, expected=48.000000 predicted=53.617339, expected=28.000000 predicted=35.827673, expected=76.000000 predicted=85.820492, expected=68.000000 predicted=57.530417, expected=60.000000 predicted=53.778414, expected=40.000000 predicted=49.882643, expected=48.000000 predicted=40.233383, expected=60.000000 predicted=65.024135, expected=28.000000 predicted=44.458673, expected=44.000000 predicted=54.561681, expected=76.000000 predicted=57.396091, expected=92.000000 predicted=64.586471, expected=28.000000 predicted=45.072248, expected=36.000000 predicted=42.272582, expected=20.000000 predicted=32.810735, expected=36.000000 predicted=49.202438, expected=44.000000 predicted=64.011251, expected=64.000000 predicted=44.066358, expected=68.000000 predicted=52.288059, expected=68.000000 predicted=46.433029, expected=16.000000 predicted=29.496584, expected=64.000000 predicted=58.722461, expected=52.000000 predicted=52.987976, expected=44.000000 predicted=51.451924, expected=24.000000 predicted=50.266645, expected=60.000000 predicted=39.422004, expected=52.000000 predicted=53.052052, expected=76.000000 predicted=62.442016, expected=44.000000 predicted=46.353855, expected=24.000000 predicted=27.817899, expected=56.000000 predicted=60.834449, expected=44.000000 predicted=41.865266, expected=64.000000 predicted=67.315916, expected=64.000000 predicted=55.526613, expected=52.000000 predicted=38.805083, expected=12.000000 predicted=37.262907, expected=24.000000 predicted=37.154001, expected=56.000000 predicted=55.760964, expected=60.000000 predicted=53.956204, expected=80.000000 predicted=66.243832, expected=72.000000 predicted=45.772408, expected=40.000000 predicted=35.615932, expected=32.000000 predicted=48.860077, expected=52.000000 predicted=55.147241, expected=52.000000 predicted=59.520913, expected=64.000000 predicted=65.864138, expected=20.000000 predicted=31.780554, expected=68.000000 predicted=53.921661, expected=48.000000 predicted=47.007953, expected=40.000000 predicted=43.618339, expected=28.000000 predicted=50.296142, expected=48.000000 predicted=33.978942, expected=36.000000 predicted=48.131675, expected=64.000000 predicted=55.056343, expected=44.000000 predicted=41.969279, expected=16.000000 predicted=23.905376, expected=20.000000 predicted=38.375199, expected=28.000000 Test MSE: 340.653
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928])] predicted=26.341450, expected=24.000000 predicted=28.250153, expected=40.000000 predicted=31.313332, expected=24.000000 predicted=26.973701, expected=24.000000 predicted=25.755910, expected=32.000000 predicted=30.210614, expected=32.000000 predicted=29.865796, expected=28.000000 predicted=30.288516, expected=12.000000 predicted=22.996774, expected=36.000000 predicted=27.465505, expected=16.000000 predicted=25.521503, expected=28.000000 predicted=25.214232, expected=8.000000 predicted=19.936327, expected=8.000000 predicted=14.980758, expected=20.000000 predicted=19.353555, expected=4.000000 predicted=12.923665, expected=4.000000 predicted=10.432313, expected=20.000000 predicted=11.618995, expected=16.000000 predicted=13.255845, expected=32.000000 predicted=18.908714, expected=20.000000 predicted=17.460301, expected=12.000000 predicted=15.832859, expected=32.000000 predicted=22.768991, expected=12.000000 predicted=20.050353, expected=20.000000 predicted=20.657661, expected=40.000000 predicted=25.304152, expected=16.000000 predicted=22.172282, expected=36.000000 predicted=26.964645, expected=28.000000 predicted=26.025879, expected=20.000000 predicted=25.501229, expected=40.000000 predicted=31.083719, expected=24.000000 predicted=27.515516, expected=40.000000 predicted=32.418264, expected=32.000000 predicted=31.420497, expected=12.000000 predicted=25.484667, expected=24.000000 predicted=26.640103, expected=16.000000 predicted=23.258479, expected=32.000000 predicted=26.995744, expected=24.000000 predicted=24.399815, expected=8.000000 predicted=17.588438, expected=20.000000 predicted=19.270766, expected=32.000000 predicted=23.472868, expected=16.000000 predicted=22.447528, expected=8.000000 predicted=16.101659, expected=12.000000 predicted=14.178786, expected=44.000000 predicted=25.079225, expected=20.000000 predicted=23.844072, expected=28.000000 predicted=21.922143, expected=4.000000 predicted=16.787047, expected=16.000000 predicted=18.525271, expected=16.000000 predicted=20.826470, expected=28.000000 predicted=20.290207, expected=28.000000 predicted=22.058941, expected=44.000000 predicted=25.898687, expected=24.000000 predicted=26.634549, expected=24.000000 predicted=25.887157, expected=60.000000 predicted=37.683406, expected=20.000000 predicted=33.567104, expected=24.000000 predicted=30.523046, expected=52.000000 predicted=35.280507, expected=8.000000 predicted=29.673987, expected=24.000000 predicted=29.626653, expected=4.000000 predicted=18.714559, expected=40.000000 predicted=26.334223, expected=24.000000 predicted=27.085183, expected=8.000000 predicted=16.932489, expected=8.000000 predicted=15.272582, expected=40.000000 predicted=22.326871, expected=56.000000 predicted=34.756888, expected=40.000000 predicted=32.636633, expected=20.000000 predicted=26.973878, expected=24.000000 predicted=28.792854, expected=16.000000 predicted=30.083716, expected=8.000000 predicted=24.352408, expected=4.000000 predicted=15.835923, expected=28.000000 predicted=17.773108, expected=8.000000 predicted=14.889345, expected=24.000000 predicted=15.555651, expected=16.000000 predicted=15.221375, expected=20.000000 predicted=16.966270, expected=16.000000 predicted=18.382193, expected=24.000000 predicted=18.613629, expected=20.000000 predicted=20.365238, expected=12.000000 predicted=17.094445, expected=8.000000 predicted=14.856314, expected=44.000000 predicted=23.418535, expected=24.000000 predicted=24.145557, expected=12.000000 predicted=18.809770, expected=24.000000 predicted=20.090192, expected=36.000000 predicted=26.270371, expected=8.000000 predicted=23.325386, expected=16.000000 predicted=18.507413, expected=20.000000 predicted=19.040476, expected=28.000000 predicted=22.916191, expected=32.000000 predicted=25.254342, expected=8.000000 predicted=17.593161, expected=24.000000 predicted=20.653336, expected=40.000000 predicted=27.511487, expected=16.000000 predicted=24.440098, expected=32.000000 predicted=25.740613, expected=28.000000 predicted=25.323445, expected=48.000000 predicted=33.630828, expected=16.000000 predicted=29.229973, expected=28.000000 predicted=26.936606, expected=36.000000 predicted=31.909785, expected=12.000000 predicted=26.214198, expected=36.000000 predicted=29.353955, expected=20.000000 predicted=24.643415, expected=16.000000 predicted=23.209349, expected=16.000000 predicted=21.274487, expected=8.000000 predicted=16.381700, expected=24.000000 predicted=19.936355, expected=8.000000 predicted=14.853966, expected=32.000000 predicted=18.803485, expected=12.000000 predicted=16.963013, expected=8.000000 predicted=13.991939, expected=16.000000 predicted=15.850978, expected=4.000000 predicted=12.257478, expected=20.000000 predicted=15.305678, expected=12.000000 predicted=12.463747, expected=16.000000 predicted=13.098864, expected=24.000000 predicted=16.454600, expected=8.000000 predicted=13.818159, expected=28.000000 predicted=18.631351, expected=16.000000 predicted=17.797430, expected=24.000000 predicted=19.850082, expected=32.000000 predicted=23.347246, expected=24.000000 predicted=23.069663, expected=12.000000 predicted=21.134997, expected=8.000000 predicted=17.057030, expected=4.000000 predicted=14.839931, expected=60.000000 predicted=27.421803, expected=20.000000 predicted=23.888184, expected=28.000000 predicted=22.338438, expected=24.000000 predicted=23.558582, expected=44.000000 predicted=31.856966, expected=40.000000 predicted=37.050360, expected=32.000000 predicted=31.949639, expected=16.000000 predicted=28.518575, expected=32.000000 predicted=30.537093, expected=20.000000 predicted=29.554643, expected=16.000000 predicted=24.252270, expected=8.000000 predicted=18.443841, expected=12.000000 predicted=16.075502, expected=20.000000 predicted=17.899090, expected=20.000000 predicted=16.848721, expected=20.000000 predicted=16.686010, expected=20.000000 predicted=17.263618, expected=28.000000 predicted=21.131293, expected=20.000000 predicted=21.597444, expected=28.000000 predicted=23.157138, expected=24.000000 predicted=23.729401, expected=4.000000 predicted=18.571052, expected=20.000000 predicted=19.305667, expected=28.000000 predicted=21.826330, expected=20.000000 predicted=21.136853, expected=12.000000 predicted=17.010373, expected=12.000000 predicted=15.162370, expected=8.000000 predicted=15.243584, expected=28.000000 predicted=18.758782, expected=16.000000 predicted=16.789722, expected=16.000000 predicted=15.318889, expected=20.000000 predicted=16.928515, expected=32.000000 predicted=21.829790, expected=28.000000 predicted=24.493311, expected=28.000000 predicted=24.173384, expected=16.000000 predicted=22.535786, expected=36.000000 predicted=27.324966, expected=4.000000 predicted=22.156719, expected=20.000000 predicted=20.384880, expected=12.000000 predicted=18.409713, expected=20.000000 predicted=17.998902, expected=32.000000 predicted=21.983093, expected=8.000000 predicted=16.098665, expected=4.000000 predicted=13.535444, expected=16.000000 predicted=14.717773, expected=12.000000 predicted=15.197951, expected=40.000000 predicted=20.952298, expected=24.000000 predicted=19.662875, expected=8.000000 predicted=16.281866, expected=20.000000 predicted=18.913820, expected=36.000000 predicted=25.287504, expected=20.000000 predicted=24.771553, expected=16.000000 predicted=19.631594, expected=12.000000 predicted=17.605646, expected=24.000000 predicted=21.370126, expected=24.000000 predicted=22.365417, expected=16.000000 predicted=18.515058, expected=12.000000 predicted=16.352438, expected=24.000000 predicted=19.101789, expected=12.000000 predicted=18.182565, expected=4.000000 predicted=13.416760, expected=24.000000 predicted=15.732765, expected=32.000000 predicted=20.473654, expected=20.000000 predicted=19.976767, expected=16.000000 predicted=17.555751, expected=24.000000 predicted=20.471918, expected=12.000000 predicted=20.372442, expected=8.000000 predicted=16.674546, expected=20.000000 predicted=16.582409, expected=20.000000 predicted=17.433252, expected=12.000000 predicted=15.525671, expected=16.000000 predicted=14.561348, expected=16.000000 predicted=15.552411, expected=20.000000 predicted=17.600777, expected=20.000000 predicted=17.752939, expected=36.000000 predicted=22.157552, expected=16.000000 predicted=20.906783, expected=12.000000 predicted=18.561712, expected=32.000000 predicted=23.335009, expected=28.000000 predicted=25.199491, expected=24.000000 predicted=24.536942, expected=16.000000 predicted=20.662943, expected=24.000000 predicted=22.633594, expected=16.000000 predicted=22.410913, expected=8.000000 predicted=17.528535, expected=28.000000 predicted=19.795243, expected=32.000000 predicted=22.711728, expected=12.000000 predicted=19.430748, expected=24.000000 predicted=19.955756, expected=12.000000 predicted=18.793568, expected=12.000000 predicted=18.501926, expected=28.000000 predicted=20.507607, expected=36.000000 predicted=23.204020, expected=16.000000 predicted=21.257592, expected=28.000000 predicted=22.348186, expected=12.000000 predicted=21.089882, expected=4.000000 predicted=18.033393, expected=12.000000 predicted=16.389034, expected=16.000000 predicted=14.815946, expected=32.000000 predicted=19.216999, expected=20.000000 predicted=17.275359, expected=28.000000 predicted=19.859345, expected=16.000000 predicted=20.368457, expected=24.000000 predicted=22.511821, expected=28.000000 predicted=25.076298, expected=16.000000 predicted=21.564685, expected=48.000000 predicted=28.801203, expected=52.000000 predicted=34.609463, expected=16.000000 predicted=29.791513, expected=24.000000 predicted=28.758745, expected=16.000000 predicted=26.862871, expected=28.000000 predicted=29.888366, expected=44.000000 predicted=31.799082, expected=8.000000 predicted=21.849965, expected=8.000000 predicted=18.637191, expected=16.000000 predicted=18.916157, expected=20.000000 predicted=20.805024, expected=20.000000 predicted=19.287473, expected=8.000000 predicted=12.788417, expected=24.000000 predicted=16.646338, expected=12.000000 predicted=16.459813, expected=36.000000 predicted=21.719087, expected=12.000000 predicted=18.510463, expected=8.000000 predicted=15.311720, expected=16.000000 predicted=17.052528, expected=36.000000 predicted=22.275896, expected=20.000000 predicted=21.698285, expected=20.000000 predicted=18.626519, expected=16.000000 predicted=18.885048, expected=24.000000 predicted=22.215181, expected=12.000000 predicted=20.177809, expected=24.000000 predicted=19.535197, expected=32.000000 predicted=22.843858, expected=20.000000 predicted=21.694461, expected=16.000000 predicted=20.337367, expected=28.000000 predicted=22.563082, expected=16.000000 predicted=22.198007, expected=20.000000 predicted=21.347064, expected=24.000000 predicted=21.018562, expected=12.000000 predicted=18.697800, expected=16.000000 predicted=18.433598, expected=16.000000 predicted=17.130793, expected=20.000000 predicted=18.229993, expected=24.000000 predicted=19.316588, expected=8.000000 predicted=15.291609, expected=12.000000 predicted=15.017480, expected=16.000000 predicted=15.875815, expected=24.000000 predicted=18.236702, expected=32.000000 predicted=21.039484, expected=16.000000 predicted=18.263806, expected=20.000000 predicted=19.672913, expected=16.000000 predicted=20.091501, expected=16.000000 predicted=19.994471, expected=16.000000 predicted=18.650247, expected=12.000000 predicted=15.503779, expected=12.000000 predicted=14.691929, expected=12.000000 predicted=13.638218, expected=24.000000 predicted=16.314712, expected=16.000000 predicted=15.767479, expected=32.000000 predicted=19.610968, expected=36.000000 predicted=24.253300, expected=40.000000 predicted=28.930983, expected=36.000000 predicted=31.656166, expected=16.000000 predicted=27.877556, expected=36.000000 predicted=32.333163, expected=28.000000 predicted=31.878053, expected=16.000000 predicted=26.974446, expected=12.000000 predicted=21.738766, expected=8.000000 predicted=17.673684, expected=52.000000 predicted=28.125553, expected=4.000000 predicted=19.435970, expected=12.000000 predicted=15.702285, expected=12.000000 predicted=15.817478, expected=40.000000 predicted=23.902936, expected=8.000000 predicted=19.955495, expected=16.000000 predicted=14.908991, expected=24.000000 predicted=19.467272, expected=16.000000 predicted=19.386943, expected=16.000000 predicted=18.813174, expected=16.000000 predicted=16.150712, expected=24.000000 predicted=19.286017, expected=24.000000 predicted=20.559834, expected=4.000000 predicted=15.329322, expected=8.000000 predicted=13.866824, expected=16.000000 predicted=15.297320, expected=16.000000 predicted=15.327254, expected=8.000000 predicted=11.837796, expected=32.000000 predicted=16.041143, expected=4.000000 predicted=13.718473, expected=12.000000 predicted=13.637017, expected=20.000000 predicted=15.839653, expected=52.000000 predicted=25.224519, expected=36.000000 predicted=28.039225, expected=32.000000 predicted=27.099578, expected=28.000000 predicted=30.211872, expected=8.000000 predicted=26.904441, expected=16.000000 predicted=25.930552, expected=4.000000 predicted=18.281049, expected=24.000000 predicted=18.477834, expected=28.000000 predicted=19.494963, expected=32.000000 predicted=20.797447, expected=8.000000 predicted=17.712037, expected=24.000000 predicted=20.055708, expected=16.000000 predicted=21.573388, expected=12.000000 predicted=18.603661, expected=16.000000 predicted=17.278742, expected=20.000000 predicted=16.672806, expected=44.000000 predicted=24.716729, expected=20.000000 predicted=22.191884, expected=20.000000 predicted=21.416132, expected=8.000000 predicted=19.757214, expected=8.000000 predicted=18.030926, expected=28.000000 predicted=21.480015, expected=16.000000 predicted=17.150824, expected=20.000000 predicted=16.701666, expected=20.000000 predicted=17.320448, expected=8.000000 predicted=15.836178, expected=20.000000 predicted=18.158381, expected=12.000000 predicted=15.813159, expected=24.000000 predicted=17.832393, expected=8.000000 predicted=14.703651, expected=36.000000 predicted=19.798243, expected=28.000000 predicted=23.037328, expected=12.000000 predicted=19.190655, expected=36.000000 predicted=24.752339, expected=16.000000 predicted=22.978705, expected=32.000000 predicted=26.516056, expected=8.000000 predicted=20.677280, expected=12.000000 predicted=17.957336, expected=8.000000 predicted=16.857943, expected=4.000000 predicted=12.022734, expected=12.000000 predicted=11.759424, expected=32.000000 predicted=15.236654, expected=36.000000 predicted=20.510731, expected=20.000000 predicted=19.453903, expected=28.000000 predicted=22.640876, expected=20.000000 predicted=24.600085, expected=24.000000 predicted=25.963059, expected=12.000000 predicted=21.709448, expected=16.000000 predicted=19.061124, expected=20.000000 predicted=19.776033, expected=12.000000 predicted=16.785818, expected=16.000000 predicted=16.080825, expected=32.000000 predicted=19.870454, expected=4.000000 predicted=15.849242, expected=12.000000 predicted=14.502801, expected=56.000000 predicted=26.146526, expected=44.000000 predicted=31.192803, expected=24.000000 predicted=28.145766, expected=32.000000 predicted=29.094900, expected=16.000000 predicted=29.346397, expected=24.000000 predicted=30.579858, expected=16.000000 predicted=24.432838, expected=12.000000 predicted=19.256745, expected=24.000000 predicted=20.526740, expected=16.000000 predicted=18.129126, expected=36.000000 predicted=22.885505, expected=8.000000 predicted=18.119005, expected=24.000000 predicted=19.882198, expected=24.000000 predicted=22.438601, expected=12.000000 predicted=19.297209, expected=8.000000 predicted=16.504157, expected=24.000000 predicted=17.423832, expected=16.000000 predicted=18.042465, expected=12.000000 predicted=15.203536, expected=20.000000 predicted=15.763898, expected=28.000000 predicted=19.624825, expected=8.000000 predicted=17.017665, expected=16.000000 predicted=16.034704, expected=20.000000 predicted=17.792154, expected=8.000000 predicted=15.664824, expected=32.000000 predicted=19.643148, expected=12.000000 predicted=16.419765, expected=12.000000 predicted=15.723839, expected=8.000000 predicted=14.129654, expected=4.000000 Test MSE: 138.734
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539])] predicted=322.477318, expected=360.000000 predicted=288.364444, expected=624.000000 predicted=351.219748, expected=188.000000 predicted=221.466914, expected=276.000000 predicted=290.162633, expected=164.000000 predicted=255.647521, expected=284.000000 predicted=270.135833, expected=292.000000 predicted=402.689763, expected=404.000000 predicted=282.399452, expected=464.000000 predicted=368.950282, expected=228.000000 predicted=222.891510, expected=212.000000 predicted=296.673658, expected=360.000000 predicted=339.208912, expected=244.000000 predicted=271.776091, expected=108.000000 predicted=272.053520, expected=320.000000 predicted=301.620303, expected=140.000000 predicted=153.224210, expected=232.000000 predicted=270.842898, expected=364.000000 predicted=309.320510, expected=152.000000 predicted=120.846030, expected=360.000000 predicted=349.442493, expected=136.000000 predicted=161.635098, expected=332.000000 predicted=272.786175, expected=656.000000 predicted=481.475416, expected=168.000000 predicted=146.216531, expected=236.000000 predicted=362.769934, expected=204.000000 predicted=239.691996, expected=4096.000000 predicted=1857.531687, expected=160.000000 predicted=657.778639, expected=512.000000 predicted=626.583010, expected=460.000000 predicted=1553.380635, expected=420.000000 predicted=325.956441, expected=148.000000 predicted=1777.903794, expected=360.000000 predicted=325.735737, expected=196.000000 predicted=338.939003, expected=100.000000 predicted=251.201086, expected=616.000000 predicted=389.258505, expected=644.000000 predicted=342.551653, expected=176.000000 predicted=309.316273, expected=148.000000 predicted=327.593847, expected=408.000000 predicted=335.172805, expected=272.000000 predicted=343.245271, expected=352.000000 predicted=373.026100, expected=264.000000 predicted=278.544474, expected=544.000000 predicted=331.950994, expected=188.000000 predicted=323.553447, expected=440.000000 predicted=347.613476, expected=204.000000 predicted=336.346957, expected=68.000000 predicted=220.046822, expected=252.000000 predicted=336.585180, expected=232.000000 predicted=201.361851, expected=404.000000 predicted=295.668543, expected=1076.000000 predicted=476.892266, expected=180.000000 predicted=281.739672, expected=88.000000 predicted=343.679866, expected=220.000000 predicted=393.439057, expected=120.000000 predicted=243.740402, expected=464.000000 predicted=462.943026, expected=224.000000 predicted=214.464366, expected=384.000000 predicted=244.686456, expected=140.000000 predicted=259.923262, expected=244.000000 predicted=227.158769, expected=168.000000 predicted=290.685577, expected=188.000000 predicted=200.230039, expected=196.000000 predicted=244.127946, expected=428.000000 predicted=240.488315, expected=272.000000 predicted=247.621691, expected=236.000000 predicted=237.412864, expected=268.000000 predicted=275.170360, expected=184.000000 predicted=230.102852, expected=224.000000 predicted=280.030413, expected=236.000000 predicted=242.615136, expected=352.000000 predicted=256.310554, expected=232.000000 predicted=248.622993, expected=156.000000 predicted=215.093073, expected=276.000000 predicted=259.056451, expected=220.000000 predicted=228.321975, expected=224.000000 predicted=247.606991, expected=208.000000 predicted=228.045642, expected=264.000000 predicted=217.463456, expected=156.000000 predicted=218.891830, expected=112.000000 predicted=186.854052, expected=108.000000 predicted=178.823785, expected=72.000000 predicted=138.728307, expected=268.000000 predicted=188.709133, expected=156.000000 predicted=142.802154, expected=276.000000 predicted=172.781647, expected=232.000000 predicted=195.376765, expected=152.000000 predicted=161.739926, expected=216.000000 predicted=233.597781, expected=72.000000 predicted=158.241417, expected=116.000000 predicted=175.772612, expected=252.000000 predicted=197.098472, expected=152.000000 predicted=142.370912, expected=188.000000 predicted=179.072433, expected=92.000000 predicted=137.366815, expected=68.000000 predicted=122.488101, expected=120.000000 predicted=157.829423, expected=60.000000 predicted=100.536615, expected=224.000000 predicted=146.338522, expected=280.000000 predicted=155.944090, expected=136.000000 predicted=127.887581, expected=80.000000 predicted=149.518981, expected=148.000000 predicted=147.661469, expected=192.000000 predicted=172.188062, expected=108.000000 predicted=158.149694, expected=200.000000 predicted=157.311945, expected=140.000000 predicted=136.865974, expected=132.000000 predicted=142.567442, expected=244.000000 predicted=190.471238, expected=352.000000 predicted=201.381922, expected=96.000000 predicted=174.606021, expected=160.000000 predicted=189.716089, expected=400.000000 predicted=252.864008, expected=224.000000 predicted=215.935018, expected=152.000000 predicted=239.948005, expected=160.000000 predicted=200.710123, expected=84.000000 predicted=160.940697, expected=76.000000 predicted=188.755608, expected=108.000000 predicted=141.626921, expected=168.000000 predicted=127.281570, expected=188.000000 predicted=139.913286, expected=320.000000 predicted=174.054994, expected=288.000000 predicted=192.572706, expected=480.000000 predicted=275.468737, expected=92.000000 predicted=224.925048, expected=188.000000 predicted=243.397484, expected=300.000000 predicted=301.861610, expected=388.000000 predicted=270.952840, expected=428.000000 predicted=355.539732, expected=212.000000 predicted=243.504520, expected=400.000000 predicted=326.597703, expected=160.000000 predicted=289.259724, expected=228.000000 predicted=288.646787, expected=636.000000 predicted=413.790961, expected=664.000000 predicted=377.438267, expected=320.000000 predicted=388.581454, expected=336.000000 predicted=391.426168, expected=220.000000 predicted=355.399660, expected=188.000000 predicted=369.469699, expected=248.000000 predicted=361.907273, expected=408.000000 predicted=300.125505, expected=716.000000 predicted=402.471930, expected=332.000000 predicted=326.970624, expected=216.000000 predicted=325.831694, expected=208.000000 predicted=346.309299, expected=124.000000 predicted=282.580689, expected=244.000000 predicted=343.609316, expected=672.000000 predicted=362.032970, expected=432.000000 predicted=303.452422, expected=248.000000 predicted=303.299682, expected=132.000000 predicted=291.464957, expected=260.000000 predicted=295.207119, expected=96.000000 predicted=306.797949, expected=216.000000 predicted=249.488387, expected=456.000000 predicted=281.028290, expected=420.000000 predicted=251.812528, expected=140.000000 predicted=249.553394, expected=192.000000 predicted=245.128022, expected=244.000000 predicted=262.265652, expected=96.000000 predicted=235.656068, expected=116.000000 predicted=223.821780, expected=472.000000 predicted=248.474162, expected=352.000000 predicted=235.089057, expected=132.000000 predicted=219.261689, expected=224.000000 predicted=244.025675, expected=284.000000 predicted=236.245383, expected=96.000000 predicted=242.925236, expected=224.000000 predicted=249.214370, expected=284.000000 predicted=211.834434, expected=436.000000 predicted=265.957029, expected=332.000000 predicted=291.328347, expected=400.000000 predicted=290.047547, expected=184.000000 predicted=286.479169, expected=112.000000 predicted=256.015681, expected=120.000000 predicted=272.461863, expected=188.000000 predicted=215.877071, expected=436.000000 predicted=289.342711, expected=128.000000 predicted=174.558692, expected=140.000000 predicted=177.953548, expected=896.000000 predicted=409.060640, expected=452.000000 predicted=315.800482, expected=80.000000 predicted=327.200779, expected=536.000000 predicted=437.789314, expected=352.000000 predicted=314.598909, expected=348.000000 predicted=467.217428, expected=220.000000 predicted=365.871411, expected=224.000000 predicted=241.207929, expected=40.000000 predicted=279.853210, expected=212.000000 predicted=240.788106, expected=216.000000 predicted=226.186516, expected=172.000000 predicted=168.467716, expected=196.000000 predicted=200.420713, expected=600.000000 predicted=272.140594, expected=288.000000 predicted=256.311199, expected=348.000000 predicted=307.038799, expected=224.000000 predicted=303.601134, expected=392.000000 predicted=307.614959, expected=476.000000 predicted=433.260566, expected=200.000000 predicted=282.623752, expected=388.000000 predicted=368.153907, expected=284.000000 predicted=308.207217, expected=96.000000 predicted=262.551775, expected=252.000000 predicted=324.403294, expected=388.000000 predicted=266.739578, expected=372.000000 predicted=302.324561, expected=280.000000 predicted=290.927587, expected=332.000000 predicted=280.796785, expected=532.000000 predicted=371.482503, expected=156.000000 predicted=304.202848, expected=256.000000 predicted=331.104393, expected=416.000000 predicted=351.040388, expected=552.000000 predicted=363.269490, expected=280.000000 predicted=376.419971, expected=108.000000 predicted=263.581322, expected=408.000000 predicted=355.805276, expected=300.000000 predicted=316.583077, expected=220.000000 predicted=316.035935, expected=248.000000 predicted=287.570386, expected=592.000000 predicted=322.823628, expected=200.000000 predicted=299.332178, expected=120.000000 predicted=267.976900, expected=180.000000 predicted=273.889500, expected=64.000000 predicted=173.809992, expected=124.000000 predicted=246.114790, expected=328.000000 predicted=203.352958, expected=492.000000 predicted=234.526894, expected=216.000000 predicted=220.835889, expected=364.000000 predicted=277.812397, expected=176.000000 predicted=252.654077, expected=324.000000 predicted=301.899611, expected=100.000000 predicted=285.835734, expected=188.000000 predicted=209.616397, expected=472.000000 predicted=327.901825, expected=240.000000 predicted=210.073575, expected=164.000000 predicted=256.311559, expected=132.000000 predicted=211.865999, expected=40.000000 predicted=157.504920, expected=112.000000 predicted=214.026655, expected=248.000000 predicted=178.240388, expected=336.000000 predicted=186.227291, expected=336.000000 predicted=215.977964, expected=192.000000 predicted=193.376080, expected=312.000000 predicted=256.788102, expected=52.000000 predicted=209.439045, expected=124.000000 predicted=218.425865, expected=148.000000 predicted=213.816362, expected=316.000000 predicted=189.853478, expected=120.000000 predicted=186.852470, expected=236.000000 predicted=168.324484, expected=124.000000 predicted=171.505613, expected=384.000000 predicted=225.301319, expected=532.000000 predicted=333.945853, expected=608.000000 predicted=337.150108, expected=548.000000 predicted=425.350840, expected=348.000000 predicted=382.158955, expected=208.000000 predicted=401.716190, expected=132.000000 predicted=367.682624, expected=268.000000 predicted=359.347942, expected=348.000000 predicted=334.537195, expected=320.000000 predicted=281.186244, expected=176.000000 predicted=236.121527, expected=112.000000 predicted=202.070431, expected=280.000000 predicted=258.119322, expected=196.000000 predicted=229.817923, expected=360.000000 predicted=269.261303, expected=532.000000 predicted=317.060471, expected=140.000000 predicted=211.347933, expected=1208.000000 predicted=582.855967, expected=180.000000 predicted=353.849532, expected=80.000000 predicted=347.427191, expected=136.000000 predicted=448.062936, expected=264.000000 predicted=215.892636, expected=376.000000 predicted=476.988849, expected=204.000000 predicted=203.134902, expected=392.000000 predicted=258.820582, expected=396.000000 predicted=295.268067, expected=176.000000 predicted=262.134692, expected=100.000000 predicted=276.365998, expected=272.000000 predicted=254.585604, expected=384.000000 predicted=296.160411, expected=248.000000 predicted=267.987538, expected=152.000000 predicted=219.267168, expected=296.000000 predicted=243.461312, expected=96.000000 predicted=207.123608, expected=100.000000 predicted=212.425045, expected=76.000000 predicted=168.284693, expected=64.000000 predicted=107.051406, expected=116.000000 predicted=144.747684, expected=116.000000 predicted=94.470151, expected=60.000000 predicted=83.258786, expected=228.000000 predicted=129.808153, expected=228.000000 predicted=137.178358, expected=396.000000 predicted=210.831195, expected=364.000000 predicted=247.821462, expected=316.000000 predicted=248.056911, expected=188.000000 predicted=275.610816, expected=152.000000 predicted=247.470821, expected=148.000000 predicted=255.515519, expected=152.000000 predicted=216.599347, expected=244.000000 predicted=218.879230, expected=440.000000 predicted=251.312689, expected=260.000000 predicted=222.280349, expected=148.000000 predicted=216.829163, expected=200.000000 predicted=239.084672, expected=108.000000 predicted=198.138421, expected=176.000000 predicted=235.232582, expected=188.000000 predicted=193.358956, expected=324.000000 predicted=200.370002, expected=400.000000 predicted=258.960555, expected=204.000000 predicted=210.612270, expected=276.000000 predicted=266.803272, expected=168.000000 predicted=238.531985, expected=308.000000 predicted=277.900101, expected=464.000000 predicted=345.506773, expected=432.000000 predicted=304.662038, expected=376.000000 predicted=346.690265, expected=156.000000 predicted=282.351546, expected=132.000000 predicted=281.987836, expected=92.000000 predicted=264.006613, expected=88.000000 predicted=203.185637, expected=300.000000 predicted=231.723782, expected=524.000000 predicted=254.298887, expected=324.000000 predicted=237.233661, expected=344.000000 predicted=284.925039, expected=212.000000 predicted=270.984995, expected=112.000000 predicted=256.008018, expected=228.000000 predicted=313.684581, expected=328.000000 predicted=266.921839, expected=428.000000 predicted=302.208429, expected=152.000000 predicted=228.477664, expected=116.000000 predicted=204.315084, expected=100.000000 predicted=210.919987, expected=76.000000 predicted=174.699727, expected=80.000000 predicted=177.654790, expected=180.000000 predicted=131.185884, expected=316.000000 predicted=167.249601, expected=400.000000 predicted=214.394728, expected=176.000000 predicted=186.990786, expected=152.000000 predicted=200.711688, expected=104.000000 predicted=200.476353, expected=212.000000 predicted=220.358890, expected=324.000000 predicted=264.319833, expected=276.000000 predicted=209.154185, expected=528.000000 predicted=306.746047, expected=236.000000 predicted=250.877315, expected=180.000000 predicted=263.057482, expected=68.000000 predicted=258.342136, expected=88.000000 predicted=190.455669, expected=356.000000 predicted=297.591664, expected=352.000000 predicted=228.172067, expected=312.000000 predicted=236.178395, expected=348.000000 predicted=265.049080, expected=132.000000 predicted=214.574515, expected=244.000000 predicted=291.992062, expected=68.000000 predicted=225.455251, expected=180.000000 predicted=208.608069, expected=620.000000 predicted=347.261743, expected=268.000000 predicted=217.198183, expected=100.000000 predicted=233.289372, expected=324.000000 predicted=278.807536, expected=184.000000 predicted=219.070054, expected=196.000000 predicted=303.900589, expected=272.000000 predicted=253.431531, expected=388.000000 predicted=238.812021, expected=124.000000 predicted=233.774862, expected=160.000000 predicted=214.603143, expected=56.000000 predicted=179.276513, expected=156.000000 predicted=180.148427, expected=188.000000 predicted=209.230505, expected=544.000000 predicted=247.394748, expected=384.000000 predicted=260.187463, expected=208.000000 predicted=223.621955, expected=140.000000 predicted=257.497665, expected=172.000000 predicted=232.076585, expected=380.000000 predicted=339.748145, expected=208.000000 predicted=250.685860, expected=244.000000 predicted=231.185934, expected=220.000000 predicted=226.860155, expected=160.000000 predicted=197.567267, expected=108.000000 predicted=224.894835, expected=184.000000 predicted=188.484741, expected=156.000000 predicted=177.396681, expected=180.000000 predicted=173.755140, expected=228.000000 predicted=182.935940, expected=448.000000 predicted=241.391425, expected=232.000000 predicted=225.884561, expected=208.000000 predicted=230.468050, expected=76.000000 predicted=208.687160, expected=140.000000 predicted=194.980065, expected=192.000000 predicted=241.041623, expected=128.000000 predicted=155.104038, expected=312.000000 predicted=210.741122, expected=116.000000 predicted=139.694362, expected=92.000000 predicted=145.396588, expected=168.000000 predicted=183.888386, expected=200.000000 predicted=153.750699, expected=144.000000 predicted=183.437671, expected=308.000000 predicted=194.495739, expected=500.000000 predicted=263.092284, expected=408.000000 predicted=285.549283, expected=268.000000 predicted=295.571385, expected=272.000000 predicted=299.627351, expected=136.000000 predicted=273.923703, expected=200.000000 predicted=300.442250, expected=404.000000 predicted=321.292197, expected=496.000000 predicted=316.233856, expected=380.000000 predicted=323.004147, expected=252.000000 predicted=290.576076, expected=244.000000 predicted=303.204091, expected=64.000000 predicted=266.509903, expected=244.000000 predicted=298.828496, expected=344.000000 predicted=285.598670, expected=488.000000 predicted=296.261886, expected=272.000000 predicted=279.386198, expected=192.000000 predicted=233.447260, expected=400.000000 predicted=337.867235, expected=28.000000 predicted=227.301192, expected=128.000000 predicted=263.465465, expected=144.000000 predicted=207.387039, expected=292.000000 predicted=188.473908, expected=172.000000 predicted=223.058342, expected=212.000000 predicted=155.151020, expected=176.000000 predicted=185.307697, expected=32.000000 predicted=132.542806, expected=60.000000 predicted=162.946517, expected=108.000000 predicted=125.944243, expected=232.000000 predicted=154.476153, expected=128.000000 predicted=130.165560, expected=312.000000 predicted=165.245902, expected=48.000000 predicted=120.431082, expected=36.000000 Test MSE: 73680.100
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817])] predicted=190.990948, expected=176.000000 predicted=164.423667, expected=180.000000 predicted=161.512899, expected=384.000000 predicted=243.359328, expected=208.000000 predicted=191.716948, expected=140.000000 predicted=151.412482, expected=116.000000 predicted=166.548237, expected=128.000000 predicted=153.976685, expected=240.000000 predicted=275.179507, expected=320.000000 predicted=246.985648, expected=252.000000 predicted=200.656944, expected=156.000000 predicted=160.309036, expected=140.000000 predicted=157.474050, expected=200.000000 predicted=215.502949, expected=120.000000 predicted=201.376350, expected=188.000000 predicted=207.644727, expected=196.000000 predicted=175.612785, expected=284.000000 predicted=208.470081, expected=248.000000 predicted=222.424444, expected=180.000000 predicted=167.199719, expected=260.000000 predicted=232.331558, expected=140.000000 predicted=175.270158, expected=104.000000 predicted=189.239138, expected=212.000000 predicted=221.588082, expected=280.000000 predicted=218.046641, expected=152.000000 predicted=195.721111, expected=148.000000 predicted=159.294851, expected=192.000000 predicted=162.091324, expected=136.000000 predicted=167.664507, expected=196.000000 predicted=222.410218, expected=196.000000 predicted=174.669415, expected=348.000000 predicted=242.550175, expected=192.000000 predicted=195.929096, expected=208.000000 predicted=189.330014, expected=200.000000 predicted=210.080120, expected=100.000000 predicted=153.257342, expected=172.000000 predicted=241.371355, expected=336.000000 predicted=250.942451, expected=232.000000 predicted=210.550543, expected=200.000000 predicted=208.366805, expected=168.000000 predicted=160.211017, expected=168.000000 predicted=176.966331, expected=188.000000 predicted=243.280976, expected=172.000000 predicted=194.319774, expected=220.000000 predicted=205.096345, expected=368.000000 predicted=261.782537, expected=248.000000 predicted=212.184357, expected=240.000000 predicted=228.326809, expected=204.000000 predicted=208.375897, expected=168.000000 predicted=200.057501, expected=216.000000 predicted=273.662620, expected=348.000000 predicted=283.971124, expected=368.000000 predicted=293.402273, expected=148.000000 predicted=192.324746, expected=84.000000 predicted=157.561776, expected=268.000000 predicted=246.198408, expected=148.000000 predicted=221.276792, expected=168.000000 predicted=245.033261, expected=400.000000 predicted=271.281556, expected=296.000000 predicted=193.614278, expected=220.000000 predicted=250.471742, expected=180.000000 predicted=193.705349, expected=184.000000 predicted=188.844314, expected=112.000000 predicted=236.704639, expected=140.000000 predicted=205.644567, expected=308.000000 predicted=248.545022, expected=436.000000 predicted=291.000702, expected=80.000000 predicted=144.263471, expected=116.000000 predicted=155.543049, expected=104.000000 predicted=141.231475, expected=192.000000 predicted=220.851422, expected=160.000000 predicted=260.063454, expected=304.000000 predicted=192.131335, expected=276.000000 predicted=199.533305, expected=124.000000 predicted=132.575526, expected=136.000000 predicted=182.426762, expected=244.000000 predicted=203.847843, expected=52.000000 predicted=161.258281, expected=244.000000 predicted=248.580093, expected=280.000000 predicted=198.344645, expected=232.000000 predicted=180.341652, expected=232.000000 predicted=243.704559, expected=196.000000 predicted=148.400337, expected=204.000000 predicted=223.590574, expected=164.000000 predicted=217.069947, expected=144.000000 predicted=186.651946, expected=256.000000 predicted=235.091047, expected=156.000000 predicted=171.408940, expected=220.000000 predicted=210.700295, expected=160.000000 predicted=169.310041, expected=164.000000 predicted=159.231186, expected=168.000000 predicted=205.838912, expected=188.000000 predicted=170.933183, expected=232.000000 predicted=216.989444, expected=428.000000 predicted=284.763233, expected=188.000000 predicted=184.259969, expected=156.000000 predicted=188.482002, expected=96.000000 predicted=165.099287, expected=64.000000 predicted=144.633342, expected=132.000000 predicted=246.719442, expected=196.000000 predicted=174.612263, expected=276.000000 predicted=202.420758, expected=120.000000 predicted=118.792611, expected=144.000000 predicted=126.226506, expected=120.000000 predicted=136.081265, expected=136.000000 predicted=157.963815, expected=128.000000 predicted=186.632370, expected=152.000000 predicted=135.394636, expected=372.000000 predicted=245.572900, expected=164.000000 predicted=145.547505, expected=192.000000 predicted=180.748728, expected=196.000000 predicted=180.044480, expected=192.000000 predicted=173.737059, expected=172.000000 predicted=253.745536, expected=376.000000 predicted=263.386777, expected=312.000000 predicted=246.739921, expected=180.000000 predicted=202.427721, expected=112.000000 predicted=179.169877, expected=116.000000 predicted=156.133336, expected=120.000000 predicted=223.925988, expected=96.000000 predicted=182.865746, expected=292.000000 predicted=220.924955, expected=284.000000 predicted=191.057264, expected=200.000000 predicted=167.551976, expected=100.000000 predicted=136.796553, expected=216.000000 predicted=170.613709, expected=116.000000 predicted=190.198380, expected=256.000000 predicted=251.307664, expected=256.000000 predicted=222.102790, expected=436.000000 predicted=264.509357, expected=112.000000 predicted=181.407619, expected=96.000000 predicted=137.647964, expected=140.000000 predicted=207.484301, expected=120.000000 predicted=167.726089, expected=168.000000 predicted=268.768782, expected=248.000000 predicted=176.870660, expected=396.000000 predicted=240.454205, expected=220.000000 predicted=189.693221, expected=80.000000 predicted=131.149085, expected=196.000000 predicted=200.816867, expected=176.000000 predicted=198.314836, expected=180.000000 predicted=259.376994, expected=268.000000 predicted=238.691088, expected=400.000000 predicted=239.984815, expected=160.000000 predicted=185.705732, expected=172.000000 predicted=197.677105, expected=196.000000 predicted=201.977436, expected=80.000000 predicted=163.659889, expected=152.000000 predicted=257.376233, expected=212.000000 predicted=180.027980, expected=208.000000 predicted=179.468609, expected=100.000000 predicted=152.628352, expected=112.000000 predicted=112.813806, expected=196.000000 predicted=170.938612, expected=124.000000 predicted=155.383754, expected=148.000000 predicted=173.764548, expected=196.000000 predicted=152.983229, expected=384.000000 predicted=238.434591, expected=208.000000 predicted=200.600601, expected=124.000000 predicted=149.149483, expected=136.000000 predicted=165.560224, expected=92.000000 predicted=139.407273, expected=128.000000 predicted=229.907523, expected=280.000000 predicted=228.009890, expected=280.000000 predicted=193.403478, expected=244.000000 predicted=197.189342, expected=92.000000 predicted=120.413768, expected=68.000000 predicted=117.332399, expected=40.000000 predicted=152.458643, expected=156.000000 predicted=192.801624, expected=176.000000 predicted=187.367421, expected=236.000000 predicted=159.348728, expected=284.000000 predicted=183.762048, expected=276.000000 predicted=172.152836, expected=180.000000 predicted=182.530549, expected=160.000000 predicted=182.458660, expected=112.000000 predicted=175.803400, expected=188.000000 predicted=221.950682, expected=372.000000 predicted=302.738210, expected=116.000000 predicted=147.284164, expected=176.000000 predicted=185.521083, expected=76.000000 predicted=114.807103, expected=112.000000 predicted=141.514422, expected=156.000000 predicted=240.773819, expected=212.000000 predicted=155.679741, expected=272.000000 predicted=216.161407, expected=196.000000 predicted=147.481864, expected=112.000000 predicted=130.148987, expected=92.000000 predicted=136.401516, expected=44.000000 predicted=124.231400, expected=132.000000 predicted=182.720427, expected=256.000000 predicted=206.808964, expected=316.000000 predicted=204.305853, expected=128.000000 predicted=124.552417, expected=152.000000 predicted=126.157574, expected=152.000000 predicted=152.368914, expected=144.000000 predicted=185.966624, expected=124.000000 predicted=206.634039, expected=212.000000 predicted=168.992676, expected=276.000000 predicted=207.335629, expected=164.000000 predicted=160.290721, expected=100.000000 predicted=137.958649, expected=144.000000 predicted=145.442176, expected=264.000000 predicted=223.366158, expected=96.000000 predicted=172.395468, expected=244.000000 predicted=206.852382, expected=368.000000 predicted=235.693318, expected=172.000000 predicted=158.155329, expected=100.000000 predicted=198.595297, expected=136.000000 predicted=137.309086, expected=144.000000 predicted=178.837196, expected=272.000000 predicted=290.908268, expected=216.000000 predicted=189.018199, expected=332.000000 predicted=222.042310, expected=140.000000 predicted=154.718319, expected=192.000000 predicted=181.462305, expected=172.000000 predicted=222.905586, expected=168.000000 predicted=183.673544, expected=192.000000 predicted=249.036541, expected=216.000000 predicted=178.500279, expected=240.000000 predicted=212.763006, expected=196.000000 predicted=188.058416, expected=152.000000 predicted=168.889232, expected=212.000000 predicted=204.460316, expected=132.000000 predicted=171.009365, expected=300.000000 predicted=258.748707, expected=272.000000 predicted=229.458229, expected=176.000000 predicted=171.295571, expected=204.000000 predicted=220.315073, expected=332.000000 predicted=234.565145, expected=200.000000 predicted=238.948953, expected=280.000000 predicted=276.185186, expected=356.000000 predicted=272.023511, expected=148.000000 predicted=182.252063, expected=224.000000 predicted=282.480529, expected=292.000000 predicted=247.988112, expected=72.000000 predicted=171.221635, expected=152.000000 predicted=252.073771, expected=348.000000 predicted=240.583557, expected=372.000000 predicted=273.918432, expected=156.000000 predicted=229.590010, expected=224.000000 predicted=183.566471, expected=116.000000 predicted=147.721821, expected=76.000000 predicted=199.931218, expected=172.000000 predicted=255.535717, expected=260.000000 predicted=192.369898, expected=264.000000 predicted=230.258994, expected=116.000000 predicted=132.000790, expected=120.000000 predicted=121.761508, expected=208.000000 predicted=188.920762, expected=52.000000 predicted=143.365914, expected=120.000000 predicted=187.149068, expected=228.000000 predicted=168.254789, expected=312.000000 predicted=199.995443, expected=100.000000 predicted=157.553662, expected=164.000000 predicted=135.128524, expected=144.000000 predicted=141.065978, expected=92.000000 predicted=148.690266, expected=148.000000 predicted=219.142493, expected=276.000000 predicted=180.731418, expected=408.000000 predicted=269.657042, expected=156.000000 predicted=160.268711, expected=172.000000 predicted=166.139637, expected=156.000000 predicted=169.061814, expected=100.000000 predicted=174.664980, expected=152.000000 predicted=261.524150, expected=204.000000 predicted=172.932974, expected=92.000000 predicted=128.392917, expected=188.000000 predicted=175.885095, expected=116.000000 predicted=112.725505, expected=292.000000 predicted=212.149837, expected=120.000000 predicted=161.454284, expected=144.000000 predicted=129.818459, expected=224.000000 predicted=209.074169, expected=288.000000 predicted=191.360322, expected=152.000000 predicted=216.397523, expected=172.000000 predicted=164.457391, expected=124.000000 predicted=144.911479, expected=116.000000 predicted=163.106245, expected=112.000000 predicted=189.896722, expected=212.000000 predicted=173.412644, expected=288.000000 predicted=217.024053, expected=116.000000 predicted=126.081182, expected=164.000000 predicted=159.090069, expected=184.000000 predicted=156.250235, expected=96.000000 predicted=145.458555, expected=100.000000 predicted=189.801492, expected=216.000000 predicted=163.686499, expected=232.000000 predicted=183.426844, expected=144.000000 predicted=164.000253, expected=184.000000 predicted=156.363797, expected=208.000000 predicted=159.459018, expected=124.000000 predicted=165.087964, expected=208.000000 predicted=218.363205, expected=212.000000 predicted=176.968868, expected=204.000000 predicted=189.209388, expected=112.000000 predicted=167.436914, expected=172.000000 predicted=156.674989, expected=176.000000 predicted=185.352281, expected=136.000000 predicted=166.217681, expected=168.000000 predicted=185.873054, expected=200.000000 predicted=156.937320, expected=208.000000 predicted=184.761822, expected=124.000000 predicted=154.759803, expected=152.000000 predicted=153.287861, expected=140.000000 predicted=153.953002, expected=124.000000 predicted=155.040735, expected=120.000000 predicted=160.747910, expected=188.000000 predicted=153.322861, expected=280.000000 predicted=205.592120, expected=172.000000 predicted=156.647905, expected=176.000000 predicted=165.496826, expected=184.000000 predicted=164.178637, expected=64.000000 predicted=126.123753, expected=192.000000 predicted=227.864440, expected=128.000000 predicted=143.999202, expected=192.000000 predicted=174.959865, expected=96.000000 predicted=144.186822, expected=152.000000 predicted=114.896026, expected=132.000000 predicted=159.173989, expected=116.000000 predicted=119.593324, expected=148.000000 predicted=166.805610, expected=276.000000 predicted=180.052888, expected=268.000000 predicted=201.886963, expected=128.000000 predicted=143.221959, expected=136.000000 predicted=149.473704, expected=160.000000 predicted=157.781666, expected=128.000000 predicted=185.686701, expected=204.000000 predicted=224.021160, expected=248.000000 predicted=184.591673, expected=348.000000 predicted=236.310588, expected=124.000000 predicted=155.168667, expected=144.000000 predicted=160.185454, expected=208.000000 predicted=210.397395, expected=128.000000 predicted=171.717295, expected=168.000000 predicted=245.930897, expected=228.000000 predicted=177.571032, expected=356.000000 predicted=238.699203, expected=212.000000 predicted=210.469579, expected=104.000000 predicted=142.232802, expected=132.000000 predicted=169.547182, expected=140.000000 predicted=172.922244, expected=140.000000 predicted=223.800890, expected=188.000000 predicted=192.156215, expected=236.000000 predicted=168.753581, expected=148.000000 predicted=143.672728, expected=176.000000 predicted=168.108373, expected=164.000000 predicted=157.928222, expected=84.000000 predicted=134.642421, expected=160.000000 predicted=193.895647, expected=216.000000 predicted=174.006489, expected=296.000000 predicted=221.923932, expected=232.000000 predicted=200.945130, expected=104.000000 predicted=117.915793, expected=192.000000 predicted=190.419582, expected=164.000000 predicted=182.210352, expected=176.000000 predicted=219.367694, expected=256.000000 predicted=238.295588, expected=152.000000 predicted=133.332454, expected=148.000000 predicted=176.826262, expected=92.000000 predicted=137.535732, expected=160.000000 predicted=162.318791, expected=60.000000 predicted=148.065053, expected=184.000000 predicted=162.157678, expected=232.000000 predicted=181.593166, expected=196.000000 predicted=141.300449, expected=164.000000 predicted=172.468135, expected=116.000000 predicted=106.481141, expected=308.000000 predicted=238.461849, expected=92.000000 predicted=154.909791, expected=144.000000 predicted=175.549259, expected=320.000000 predicted=241.509978, expected=216.000000 predicted=155.508164, expected=132.000000 predicted=222.836351, expected=104.000000 predicted=125.185419, expected=112.000000 predicted=129.913338, expected=176.000000 predicted=224.593147, expected=244.000000 predicted=212.864426, expected=280.000000 predicted=201.202032, expected=196.000000 predicted=162.270811, expected=180.000000 predicted=165.630301, expected=160.000000 predicted=177.263046, expected=124.000000 predicted=179.774249, expected=200.000000 predicted=228.303718, expected=180.000000 predicted=180.167982, expected=236.000000 predicted=202.828561, expected=284.000000 predicted=221.766607, expected=164.000000 predicted=153.589125, expected=180.000000 predicted=201.462218, expected=120.000000 predicted=158.559940, expected=52.000000 predicted=141.256915, expected=168.000000 predicted=212.907164, expected=156.000000 predicted=147.029276, expected=332.000000 predicted=239.042549, expected=156.000000 predicted=144.680703, expected=60.000000 predicted=83.864048, expected=176.000000 predicted=183.697020, expected=100.000000 predicted=119.339913, expected=236.000000 predicted=257.937456, expected=256.000000 predicted=199.175341, expected=164.000000 predicted=122.655795, expected=128.000000 predicted=166.608547, expected=180.000000 predicted=150.807477, expected=104.000000 predicted=162.108217, expected=156.000000 predicted=196.449716, expected=168.000000 predicted=162.367902, expected=244.000000 predicted=179.635274, expected=216.000000 predicted=194.568101, expected=124.000000 predicted=128.625415, expected=120.000000 predicted=151.100557, expected=76.000000 predicted=125.379420, expected=60.000000 Test MSE: 5691.332
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982])] predicted=111.626232, expected=128.000000 predicted=204.091602, expected=288.000000 predicted=210.110876, expected=80.000000 predicted=129.847954, expected=32.000000 predicted=111.714762, expected=168.000000 predicted=162.526457, expected=76.000000 predicted=87.459168, expected=100.000000 predicted=169.039872, expected=80.000000 predicted=86.061311, expected=12.000000 predicted=31.659410, expected=260.000000 predicted=195.899065, expected=132.000000 predicted=92.599114, expected=332.000000 predicted=214.924220, expected=68.000000 predicted=93.923313, expected=80.000000 predicted=84.922550, expected=104.000000 predicted=175.170349, expected=28.000000 predicted=73.010092, expected=52.000000 predicted=159.005066, expected=156.000000 predicted=106.056894, expected=76.000000 predicted=69.612287, expected=160.000000 predicted=129.752769, expected=188.000000 predicted=115.477387, expected=128.000000 predicted=98.859847, expected=68.000000 predicted=118.636960, expected=28.000000 predicted=67.838781, expected=76.000000 predicted=108.741433, expected=120.000000 predicted=129.542634, expected=124.000000 predicted=111.430316, expected=-8.000000 predicted=38.005655, expected=80.000000 predicted=68.549304, expected=92.000000 predicted=77.475108, expected=20.000000 predicted=58.441470, expected=56.000000 predicted=85.010262, expected=148.000000 predicted=73.301993, expected=48.000000 predicted=56.531758, expected=28.000000 predicted=64.721126, expected=24.000000 predicted=34.272179, expected=76.000000 predicted=60.552159, expected=56.000000 predicted=81.979761, expected=388.000000 predicted=203.318949, expected=248.000000 predicted=133.558162, expected=60.000000 predicted=79.481601, expected=80.000000 predicted=121.150728, expected=108.000000 predicted=95.093695, expected=32.000000 predicted=166.215625, expected=40.000000 predicted=124.152587, expected=128.000000 predicted=91.256448, expected=36.000000 predicted=50.198690, expected=112.000000 predicted=105.740076, expected=88.000000 predicted=64.661235, expected=28.000000 predicted=40.385408, expected=108.000000 predicted=112.800945, expected=108.000000 predicted=70.991915, expected=144.000000 predicted=118.397944, expected=216.000000 predicted=149.410880, expected=16.000000 predicted=39.672066, expected=128.000000 predicted=131.030643, expected=60.000000 predicted=84.225889, expected=56.000000 predicted=90.983789, expected=112.000000 predicted=144.117979, expected=120.000000 predicted=70.166027, expected=104.000000 predicted=108.502680, expected=32.000000 predicted=56.674040, expected=332.000000 predicted=191.385414, expected=8.000000 predicted=55.070327, expected=24.000000 predicted=91.036151, expected=84.000000 predicted=102.451536, expected=104.000000 predicted=60.968009, expected=88.000000 predicted=168.601663, expected=20.000000 predicted=28.884349, expected=92.000000 predicted=67.371442, expected=28.000000 predicted=51.149080, expected=40.000000 predicted=65.684229, expected=76.000000 predicted=75.184885, expected=24.000000 predicted=23.731504, expected=40.000000 predicted=61.140485, expected=24.000000 predicted=28.593158, expected=24.000000 predicted=30.408873, expected=52.000000 predicted=55.276132, expected=24.000000 predicted=22.896579, expected=32.000000 predicted=35.123190, expected=92.000000 predicted=55.948118, expected=8.000000 predicted=16.606289, expected=44.000000 predicted=49.778463, expected=60.000000 predicted=43.046272, expected=60.000000 predicted=43.124825, expected=128.000000 predicted=99.552609, expected=64.000000 predicted=42.323140, expected=16.000000 predicted=40.679368, expected=76.000000 predicted=72.145066, expected=12.000000 predicted=33.141170, expected=4.000000 predicted=55.807641, expected=16.000000 predicted=36.263130, expected=40.000000 predicted=24.327336, expected=16.000000 predicted=35.097893, expected=36.000000 predicted=24.972984, expected=32.000000 predicted=19.778469, expected=20.000000 predicted=18.907392, expected=36.000000 predicted=35.737506, expected=8.000000 predicted=13.040526, expected=52.000000 predicted=40.749965, expected=28.000000 predicted=26.751634, expected=84.000000 predicted=50.358783, expected=136.000000 predicted=80.561789, expected=48.000000 predicted=35.151614, expected=28.000000 predicted=51.639424, expected=4.000000 predicted=27.227703, expected=88.000000 predicted=76.032647, expected=44.000000 predicted=69.968640, expected=72.000000 predicted=58.390783, expected=156.000000 predicted=91.406670, expected=36.000000 predicted=28.543823, expected=28.000000 predicted=65.680160, expected=132.000000 predicted=91.087771, expected=128.000000 predicted=89.125474, expected=104.000000 predicted=118.087570, expected=80.000000 predicted=72.665743, expected=68.000000 predicted=61.999285, expected=24.000000 predicted=74.315792, expected=28.000000 predicted=71.264460, expected=76.000000 predicted=78.629703, expected=48.000000 predicted=54.276175, expected=124.000000 predicted=89.731404, expected=80.000000 predicted=55.194247, expected=64.000000 predicted=55.534917, expected=64.000000 predicted=73.784841, expected=8.000000 predicted=33.600016, expected=68.000000 predicted=86.074078, expected=96.000000 predicted=77.077457, expected=196.000000 predicted=118.720888, expected=72.000000 predicted=70.299994, expected=128.000000 predicted=88.990239, expected=40.000000 predicted=65.533667, expected=24.000000 predicted=64.443945, expected=72.000000 predicted=116.031908, expected=232.000000 predicted=135.891846, expected=376.000000 predicted=225.246061, expected=56.000000 predicted=69.355291, expected=120.000000 predicted=121.399296, expected=48.000000 predicted=84.462120, expected=40.000000 predicted=119.279971, expected=268.000000 predicted=268.589914, expected=168.000000 predicted=104.235673, expected=88.000000 predicted=113.796199, expected=80.000000 predicted=91.559535, expected=108.000000 predicted=87.417046, expected=52.000000 predicted=134.654955, expected=168.000000 predicted=152.904653, expected=156.000000 predicted=115.489426, expected=40.000000 predicted=68.798698, expected=40.000000 predicted=85.760777, expected=76.000000 predicted=69.907647, expected=76.000000 predicted=101.830071, expected=80.000000 predicted=101.994940, expected=20.000000 predicted=36.723716, expected=52.000000 predicted=51.867546, expected=252.000000 predicted=148.549145, expected=40.000000 predicted=52.181074, expected=48.000000 predicted=80.464243, expected=40.000000 predicted=48.830200, expected=76.000000 predicted=62.657198, expected=96.000000 predicted=139.694287, expected=44.000000 predicted=44.843336, expected=4.000000 predicted=34.538567, expected=120.000000 predicted=80.153974, expected=108.000000 predicted=79.390352, expected=36.000000 predicted=62.839470, expected=176.000000 predicted=114.670316, expected=96.000000 predicted=57.541137, expected=56.000000 predicted=89.824634, expected=60.000000 predicted=88.752488, expected=64.000000 predicted=56.259729, expected=144.000000 predicted=137.688722, expected=128.000000 predicted=102.698468, expected=124.000000 predicted=95.901850, expected=136.000000 predicted=107.319423, expected=16.000000 predicted=54.319975, expected=8.000000 predicted=79.454399, expected=80.000000 predicted=93.913221, expected=232.000000 predicted=150.725074, expected=64.000000 predicted=85.252758, expected=208.000000 predicted=129.260303, expected=84.000000 predicted=66.211778, expected=24.000000 predicted=68.636844, expected=216.000000 predicted=203.395046, expected=8.000000 predicted=38.325619, expected=48.000000 predicted=120.351218, expected=64.000000 predicted=74.737678, expected=20.000000 predicted=26.186809, expected=4.000000 predicted=87.252071, expected=184.000000 predicted=91.306158, expected=388.000000 predicted=192.870692, expected=208.000000 predicted=136.276302, expected=88.000000 predicted=102.317234, expected=96.000000 predicted=98.913648, expected=12.000000 predicted=100.902231, expected=4.000000 predicted=157.566742, expected=32.000000 predicted=95.928801, expected=32.000000 predicted=46.920382, expected=24.000000 predicted=47.305335, expected=40.000000 predicted=27.134897, expected=256.000000 predicted=121.251986, expected=156.000000 predicted=87.768427, expected=36.000000 predicted=58.319766, expected=112.000000 predicted=94.999986, expected=56.000000 predicted=57.872244, expected=52.000000 predicted=129.337301, expected=92.000000 predicted=110.031515, expected=192.000000 predicted=109.837165, expected=184.000000 predicted=136.360144, expected=48.000000 predicted=69.433471, expected=60.000000 predicted=80.454207, expected=28.000000 predicted=65.769080, expected=208.000000 predicted=172.808459, expected=136.000000 predicted=133.147148, expected=240.000000 predicted=149.882343, expected=92.000000 predicted=93.217936, expected=80.000000 predicted=84.611960, expected=104.000000 predicted=149.056651, expected=56.000000 predicted=91.420291, expected=44.000000 predicted=121.514310, expected=276.000000 predicted=170.515876, expected=212.000000 predicted=133.683320, expected=104.000000 predicted=117.123895, expected=76.000000 predicted=97.766266, expected=40.000000 predicted=64.045267, expected=124.000000 predicted=171.002366, expected=56.000000 predicted=110.305512, expected=48.000000 predicted=74.774048, expected=220.000000 predicted=140.699676, expected=72.000000 predicted=57.362258, expected=28.000000 predicted=83.841883, expected=56.000000 predicted=68.964588, expected=56.000000 predicted=53.060187, expected=36.000000 predicted=101.529926, expected=20.000000 predicted=43.950222, expected=68.000000 predicted=48.411798, expected=40.000000 predicted=42.429170, expected=52.000000 predicted=51.529969, expected=156.000000 predicted=91.626636, expected=4.000000 predicted=17.998317, expected=116.000000 predicted=96.494900, expected=24.000000 predicted=37.146988, expected=72.000000 predicted=65.039517, expected=32.000000 predicted=79.466944, expected=100.000000 predicted=56.830301, expected=56.000000 predicted=74.306369, expected=112.000000 predicted=72.233618, expected=216.000000 predicted=135.600110, expected=204.000000 predicted=120.743987, expected=96.000000 predicted=110.802841, expected=84.000000 predicted=97.042958, expected=108.000000 predicted=116.240018, expected=104.000000 predicted=141.103005, expected=156.000000 predicted=160.247456, expected=8.000000 predicted=57.607777, expected=280.000000 predicted=180.076566, expected=12.000000 predicted=58.929507, expected=252.000000 predicted=179.291834, expected=60.000000 predicted=107.514556, expected=156.000000 predicted=101.927487, expected=96.000000 predicted=168.428867, expected=8.000000 predicted=33.193798, expected=80.000000 predicted=145.123597, expected=92.000000 predicted=72.666326, expected=36.000000 predicted=80.927924, expected=84.000000 predicted=85.794867, expected=128.000000 predicted=71.781992, expected=120.000000 predicted=94.697857, expected=64.000000 predicted=81.419574, expected=16.000000 predicted=43.484129, expected=108.000000 predicted=94.321659, expected=96.000000 predicted=96.046975, expected=36.000000 predicted=71.439860, expected=56.000000 predicted=65.176218, expected=72.000000 predicted=50.320214, expected=36.000000 predicted=63.648571, expected=36.000000 predicted=61.169515, expected=32.000000 predicted=36.495345, expected=28.000000 predicted=39.025425, expected=148.000000 predicted=96.369198, expected=4.000000 predicted=21.467705, expected=48.000000 predicted=50.853509, expected=104.000000 predicted=69.129404, expected=52.000000 predicted=41.107451, expected=148.000000 predicted=130.749081, expected=108.000000 predicted=64.617451, expected=36.000000 predicted=54.630335, expected=76.000000 predicted=92.763700, expected=16.000000 predicted=40.204755, expected=60.000000 predicted=89.602162, expected=76.000000 predicted=78.877248, expected=216.000000 predicted=116.576874, expected=76.000000 predicted=74.980888, expected=52.000000 predicted=58.216604, expected=60.000000 predicted=73.208029, expected=60.000000 predicted=68.109724, expected=40.000000 predicted=103.985245, expected=148.000000 predicted=102.888033, expected=184.000000 predicted=110.160453, expected=60.000000 predicted=68.661508, expected=48.000000 predicted=73.362719, expected=112.000000 predicted=86.264277, expected=40.000000 predicted=82.672921, expected=116.000000 predicted=130.974568, expected=156.000000 predicted=103.886014, expected=144.000000 predicted=98.623391, expected=120.000000 predicted=118.884357, expected=44.000000 predicted=63.415256, expected=96.000000 predicted=108.811170, expected=8.000000 predicted=74.700740, expected=96.000000 predicted=106.929457, expected=168.000000 predicted=125.008746, expected=120.000000 predicted=82.027755, expected=116.000000 predicted=110.278461, expected=24.000000 predicted=41.500792, expected=124.000000 predicted=111.813066, expected=40.000000 predicted=90.586974, expected=252.000000 predicted=168.578927, expected=24.000000 predicted=68.814441, expected=232.000000 predicted=139.499497, expected=72.000000 predicted=102.173406, expected=20.000000 predicted=53.009406, expected=76.000000 predicted=146.360442, expected=12.000000 predicted=26.552170, expected=24.000000 predicted=100.783453, expected=168.000000 predicted=105.025295, expected=88.000000 predicted=52.659829, expected=100.000000 predicted=89.910860, expected=64.000000 predicted=55.636380, expected=88.000000 predicted=67.373154, expected=44.000000 predicted=94.388583, expected=132.000000 predicted=103.736863, expected=300.000000 predicted=179.566681, expected=100.000000 predicted=89.695503, expected=72.000000 predicted=104.739819, expected=68.000000 predicted=81.600891, expected=168.000000 predicted=140.515156, expected=16.000000 predicted=128.319406, expected=40.000000 predicted=75.290436, expected=160.000000 predicted=110.577735, expected=128.000000 predicted=90.044001, expected=72.000000 predicted=110.989535, expected=68.000000 predicted=62.253744, expected=36.000000 predicted=50.614482, expected=88.000000 predicted=108.569549, expected=124.000000 predicted=109.486862, expected=144.000000 predicted=102.213001, expected=88.000000 predicted=84.115598, expected=44.000000 predicted=58.744835, expected=44.000000 predicted=72.454252, expected=72.000000 predicted=88.505897, expected=72.000000 predicted=91.353299, expected=136.000000 predicted=101.759971, expected=160.000000 predicted=100.490053, expected=76.000000 predicted=71.545768, expected=80.000000 predicted=88.868215, expected=76.000000 predicted=81.810512, expected=32.000000 predicted=78.967395, expected=40.000000 predicted=88.124012, expected=80.000000 predicted=71.823404, expected=232.000000 predicted=137.369867, expected=156.000000 predicted=109.798379, expected=72.000000 predicted=75.311188, expected=48.000000 predicted=71.177224, expected=76.000000 predicted=85.160755, expected=92.000000 predicted=134.691160, expected=76.000000 predicted=100.915969, expected=116.000000 predicted=92.333811, expected=8.000000 predicted=38.019831, expected=72.000000 predicted=76.545250, expected=232.000000 predicted=144.794402, expected=64.000000 predicted=67.976893, expected=36.000000 predicted=85.881533, expected=24.000000 predicted=39.516485, expected=112.000000 predicted=86.657980, expected=220.000000 predicted=183.573703, expected=28.000000 predicted=51.513238, expected=44.000000 predicted=63.256195, expected=40.000000 predicted=48.683047, expected=56.000000 predicted=74.440134, expected=60.000000 predicted=110.057187, expected=52.000000 predicted=42.339189, expected=188.000000 predicted=108.327634, expected=32.000000 predicted=41.700415, expected=52.000000 predicted=66.339121, expected=40.000000 predicted=57.695499, expected=64.000000 predicted=57.719788, expected=132.000000 predicted=130.991532, expected=108.000000 predicted=70.375358, expected=112.000000 predicted=87.135962, expected=200.000000 predicted=124.877647, expected=136.000000 predicted=107.165971, expected=44.000000 predicted=98.139649, expected=80.000000 predicted=104.380572, expected=144.000000 predicted=121.670228, expected=168.000000 predicted=158.170564, expected=72.000000 predicted=102.296877, expected=40.000000 predicted=63.716272, expected=108.000000 predicted=98.596817, expected=32.000000 predicted=78.205554, expected=44.000000 predicted=92.316702, expected=52.000000 predicted=60.078431, expected=92.000000 predicted=63.337464, expected=88.000000 predicted=85.540510, expected=44.000000 predicted=45.480494, expected=60.000000 predicted=58.761754, expected=36.000000 predicted=47.478333, expected=36.000000 predicted=58.672153, expected=44.000000 predicted=58.530397, expected=12.000000 predicted=28.202022, expected=252.000000 predicted=137.359071, expected=80.000000 predicted=56.485391, expected=16.000000 predicted=47.922037, expected=52.000000 predicted=65.968095, expected=88.000000 predicted=56.633364, expected=44.000000 predicted=114.466100, expected=104.000000 predicted=85.966207, expected=52.000000 predicted=41.984098, expected=32.000000 predicted=48.167075, expected=40.000000 predicted=61.984543, expected=32.000000 Test MSE: 5530.274
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426])] predicted=194.816435, expected=124.000000 predicted=220.817578, expected=56.000000 predicted=270.455298, expected=348.000000 predicted=202.734592, expected=172.000000 predicted=242.283688, expected=176.000000 predicted=164.947677, expected=44.000000 predicted=109.812800, expected=112.000000 predicted=106.353006, expected=124.000000 predicted=202.611657, expected=80.000000 predicted=122.520748, expected=356.000000 predicted=220.369286, expected=264.000000 predicted=161.649285, expected=108.000000 predicted=142.970143, expected=148.000000 predicted=151.914735, expected=188.000000 predicted=151.293372, expected=132.000000 predicted=225.004617, expected=120.000000 predicted=179.467928, expected=476.000000 predicted=253.655414, expected=368.000000 predicted=254.713810, expected=164.000000 predicted=212.476490, expected=236.000000 predicted=210.860823, expected=152.000000 predicted=174.022497, expected=104.000000 predicted=271.542545, expected=104.000000 predicted=213.117825, expected=220.000000 predicted=177.901662, expected=400.000000 predicted=275.229479, expected=240.000000 predicted=205.296389, expected=64.000000 predicted=130.699598, expected=180.000000 predicted=162.566590, expected=72.000000 predicted=156.794037, expected=208.000000 predicted=260.255267, expected=316.000000 predicted=239.674512, expected=504.000000 predicted=268.436977, expected=160.000000 predicted=204.302209, expected=80.000000 predicted=136.825975, expected=40.000000 predicted=150.947466, expected=144.000000 predicted=213.252981, expected=140.000000 predicted=264.668716, expected=312.000000 predicted=205.703367, expected=448.000000 predicted=244.402590, expected=100.000000 predicted=122.901917, expected=48.000000 predicted=137.588431, expected=36.000000 predicted=112.740589, expected=44.000000 predicted=165.217313, expected=120.000000 predicted=226.896618, expected=172.000000 predicted=119.046017, expected=252.000000 predicted=140.500901, expected=168.000000 predicted=117.032931, expected=192.000000 predicted=135.969451, expected=92.000000 predicted=126.127548, expected=72.000000 predicted=132.486625, expected=116.000000 predicted=167.316289, expected=252.000000 predicted=186.844476, expected=276.000000 predicted=213.083647, expected=52.000000 predicted=101.866523, expected=16.000000 predicted=75.293291, expected=428.000000 predicted=238.672038, expected=64.000000 predicted=162.811871, expected=4.000000 predicted=150.988932, expected=160.000000 predicted=108.456874, expected=336.000000 predicted=163.968610, expected=100.000000 predicted=234.910214, expected=96.000000 predicted=106.882477, expected=108.000000 predicted=84.013301, expected=36.000000 predicted=105.858678, expected=4.000000 predicted=147.234564, expected=160.000000 predicted=112.161858, expected=232.000000 predicted=140.142267, expected=84.000000 predicted=100.838897, expected=20.000000 predicted=56.793377, expected=12.000000 predicted=34.599409, expected=164.000000 predicted=138.593621, expected=80.000000 predicted=130.285226, expected=132.000000 predicted=102.463387, expected=256.000000 predicted=131.643638, expected=108.000000 predicted=82.039290, expected=68.000000 predicted=127.550269, expected=100.000000 predicted=102.593845, expected=172.000000 predicted=142.411046, expected=116.000000 predicted=165.672416, expected=44.000000 predicted=87.366993, expected=236.000000 predicted=144.175034, expected=64.000000 predicted=90.948027, expected=44.000000 predicted=112.745923, expected=84.000000 predicted=100.327909, expected=240.000000 predicted=128.955344, expected=64.000000 predicted=136.939985, expected=68.000000 predicted=82.643006, expected=108.000000 predicted=86.348239, expected=64.000000 predicted=79.045259, expected=48.000000 predicted=127.178106, expected=148.000000 predicted=98.520576, expected=80.000000 predicted=75.215575, expected=184.000000 predicted=134.028399, expected=92.000000 predicted=87.363067, expected=88.000000 predicted=83.452344, expected=140.000000 predicted=136.804416, expected=112.000000 predicted=99.929148, expected=208.000000 predicted=175.847141, expected=108.000000 predicted=108.895315, expected=144.000000 predicted=125.082065, expected=68.000000 predicted=113.127967, expected=88.000000 predicted=106.149207, expected=124.000000 predicted=148.558668, expected=216.000000 predicted=146.739276, expected=80.000000 predicted=114.719348, expected=80.000000 predicted=91.388606, expected=76.000000 predicted=92.031183, expected=240.000000 predicted=161.710136, expected=116.000000 predicted=151.729984, expected=76.000000 predicted=94.705505, expected=64.000000 predicted=88.173015, expected=100.000000 predicted=92.518207, expected=28.000000 predicted=119.224097, expected=208.000000 predicted=140.067518, expected=188.000000 predicted=122.249624, expected=372.000000 predicted=200.470438, expected=120.000000 predicted=135.878162, expected=164.000000 predicted=132.724523, expected=284.000000 predicted=238.308036, expected=140.000000 predicted=173.459896, expected=180.000000 predicted=255.517129, expected=268.000000 predicted=194.745011, expected=228.000000 predicted=197.595119, expected=120.000000 predicted=205.104157, expected=632.000000 predicted=344.131590, expected=116.000000 predicted=183.777928, expected=36.000000 predicted=199.107910, expected=92.000000 predicted=182.910256, expected=160.000000 predicted=139.041179, expected=488.000000 predicted=441.096600, expected=160.000000 predicted=151.285970, expected=120.000000 predicted=128.589823, expected=156.000000 predicted=155.249130, expected=40.000000 predicted=129.365073, expected=84.000000 predicted=240.197901, expected=260.000000 predicted=178.484983, expected=296.000000 predicted=185.634630, expected=20.000000 predicted=112.444101, expected=140.000000 predicted=118.193508, expected=28.000000 predicted=83.637397, expected=108.000000 predicted=165.200292, expected=120.000000 predicted=170.285180, expected=140.000000 predicted=84.458053, expected=448.000000 predicted=243.468526, expected=204.000000 predicted=137.647259, expected=100.000000 predicted=146.445692, expected=64.000000 predicted=129.379857, expected=136.000000 predicted=151.883999, expected=108.000000 predicted=232.059389, expected=424.000000 predicted=258.246456, expected=268.000000 predicted=180.916072, expected=140.000000 predicted=143.779290, expected=264.000000 predicted=213.257394, expected=128.000000 predicted=154.687072, expected=124.000000 predicted=256.089037, expected=136.000000 predicted=190.693205, expected=288.000000 predicted=198.413955, expected=464.000000 predicted=310.910919, expected=84.000000 predicted=145.999034, expected=88.000000 predicted=153.178203, expected=40.000000 predicted=123.504992, expected=92.000000 predicted=181.136578, expected=48.000000 predicted=204.121376, expected=200.000000 predicted=122.548408, expected=464.000000 predicted=227.667481, expected=32.000000 predicted=78.597600, expected=60.000000 predicted=117.757640, expected=132.000000 predicted=113.232556, expected=116.000000 predicted=156.264717, expected=200.000000 predicted=265.377356, expected=172.000000 predicted=108.339658, expected=176.000000 predicted=130.081549, expected=12.000000 predicted=97.502336, expected=80.000000 predicted=111.638762, expected=140.000000 predicted=149.991235, expected=92.000000 predicted=121.717627, expected=60.000000 predicted=109.129532, expected=144.000000 predicted=82.872232, expected=136.000000 predicted=106.083195, expected=288.000000 predicted=186.388462, expected=12.000000 predicted=78.918118, expected=28.000000 predicted=77.849175, expected=80.000000 predicted=110.456980, expected=92.000000 predicted=107.400547, expected=260.000000 predicted=212.763166, expected=348.000000 predicted=161.194863, expected=136.000000 predicted=113.812600, expected=76.000000 predicted=119.284283, expected=72.000000 predicted=114.715192, expected=152.000000 predicted=190.939087, expected=36.000000 predicted=166.026259, expected=132.000000 predicted=122.820198, expected=192.000000 predicted=122.117052, expected=92.000000 predicted=93.731100, expected=196.000000 predicted=160.364409, expected=140.000000 predicted=103.683600, expected=84.000000 predicted=122.117234, expected=32.000000 predicted=116.430926, expected=536.000000 predicted=259.223224, expected=544.000000 predicted=315.606378, expected=316.000000 predicted=252.010281, expected=84.000000 predicted=164.735936, expected=276.000000 predicted=219.417916, expected=56.000000 predicted=288.607338, expected=40.000000 predicted=262.189679, expected=472.000000 predicted=322.638140, expected=376.000000 predicted=212.874375, expected=104.000000 predicted=208.334009, expected=112.000000 predicted=139.462503, expected=52.000000 predicted=98.794613, expected=12.000000 predicted=217.220864, expected=324.000000 predicted=279.833263, expected=416.000000 predicted=217.576976, expected=208.000000 predicted=170.077172, expected=80.000000 predicted=119.544372, expected=108.000000 predicted=112.506650, expected=256.000000 predicted=264.687282, expected=180.000000 predicted=257.426854, expected=148.000000 predicted=175.554195, expected=284.000000 predicted=183.206761, expected=116.000000 predicted=133.008340, expected=48.000000 predicted=164.544464, expected=104.000000 predicted=146.360544, expected=452.000000 predicted=256.315025, expected=56.000000 predicted=160.189581, expected=100.000000 predicted=138.174097, expected=64.000000 predicted=89.946802, expected=44.000000 predicted=92.593041, expected=60.000000 predicted=208.881592, expected=48.000000 predicted=54.281266, expected=12.000000 predicted=54.880668, expected=196.000000 predicted=108.818945, expected=104.000000 predicted=68.763209, expected=148.000000 predicted=103.591410, expected=92.000000 predicted=82.502970, expected=168.000000 predicted=102.329110, expected=200.000000 predicted=178.030401, expected=212.000000 predicted=155.230853, expected=564.000000 predicted=311.530839, expected=232.000000 predicted=184.510849, expected=176.000000 predicted=218.145520, expected=112.000000 predicted=197.367684, expected=84.000000 predicted=176.442256, expected=96.000000 predicted=281.785493, expected=372.000000 predicted=254.405004, expected=112.000000 predicted=141.310111, expected=124.000000 predicted=139.557422, expected=40.000000 predicted=93.340502, expected=48.000000 predicted=93.216554, expected=76.000000 predicted=186.247668, expected=80.000000 predicted=87.490950, expected=172.000000 predicted=125.835513, expected=452.000000 predicted=207.282801, expected=328.000000 predicted=184.629349, expected=76.000000 predicted=128.012606, expected=96.000000 predicted=141.156659, expected=44.000000 predicted=136.059999, expected=156.000000 predicted=259.064396, expected=344.000000 predicted=272.812394, expected=80.000000 predicted=92.916519, expected=100.000000 predicted=122.434152, expected=92.000000 predicted=94.081295, expected=36.000000 predicted=107.536027, expected=24.000000 predicted=157.243001, expected=144.000000 predicted=99.662410, expected=152.000000 predicted=108.765939, expected=240.000000 predicted=147.636674, expected=128.000000 predicted=95.733448, expected=76.000000 predicted=82.898586, expected=32.000000 predicted=104.412843, expected=120.000000 predicted=131.185460, expected=80.000000 predicted=137.966288, expected=276.000000 predicted=172.354401, expected=20.000000 predicted=63.068514, expected=188.000000 predicted=120.599725, expected=112.000000 predicted=119.179639, expected=160.000000 predicted=126.647867, expected=12.000000 predicted=138.537365, expected=20.000000 predicted=47.234794, expected=264.000000 predicted=187.708633, expected=232.000000 predicted=149.374108, expected=236.000000 predicted=183.337208, expected=20.000000 predicted=62.076361, expected=28.000000 predicted=71.026218, expected=148.000000 predicted=185.547227, expected=200.000000 predicted=182.955627, expected=152.000000 predicted=167.873241, expected=392.000000 predicted=190.967249, expected=152.000000 predicted=118.303366, expected=84.000000 predicted=149.680142, expected=200.000000 predicted=202.456251, expected=96.000000 predicted=139.369155, expected=88.000000 predicted=214.779490, expected=168.000000 predicted=149.953514, expected=184.000000 predicted=131.943643, expected=168.000000 predicted=170.979695, expected=56.000000 predicted=96.357325, expected=140.000000 predicted=124.738530, expected=28.000000 predicted=104.649094, expected=276.000000 predicted=198.206768, expected=284.000000 predicted=194.617120, expected=272.000000 predicted=168.519587, expected=112.000000 predicted=151.444842, expected=60.000000 predicted=96.739631, expected=116.000000 predicted=193.111591, expected=148.000000 predicted=193.429581, expected=140.000000 predicted=179.778778, expected=92.000000 predicted=106.096985, expected=512.000000 predicted=247.402347, expected=120.000000 predicted=134.941215, expected=168.000000 predicted=183.204722, expected=244.000000 predicted=201.741430, expected=8.000000 predicted=99.820143, expected=104.000000 predicted=270.119493, expected=132.000000 predicted=123.767003, expected=200.000000 predicted=166.083502, expected=288.000000 predicted=224.918909, expected=76.000000 predicted=77.197567, expected=76.000000 predicted=117.638318, expected=104.000000 predicted=128.003413, expected=192.000000 predicted=178.556811, expected=140.000000 predicted=184.871461, expected=272.000000 predicted=163.940095, expected=224.000000 predicted=154.577050, expected=80.000000 predicted=123.754173, expected=188.000000 predicted=190.748101, expected=160.000000 predicted=157.204701, expected=184.000000 predicted=211.445901, expected=232.000000 predicted=208.066964, expected=344.000000 predicted=205.884831, expected=88.000000 predicted=160.190576, expected=72.000000 predicted=147.920998, expected=148.000000 predicted=170.116136, expected=196.000000 predicted=197.407979, expected=112.000000 predicted=200.429199, expected=64.000000 predicted=93.214173, expected=248.000000 predicted=153.353794, expected=84.000000 predicted=120.833637, expected=76.000000 predicted=138.133977, expected=64.000000 predicted=96.178010, expected=76.000000 predicted=81.592968, expected=364.000000 predicted=244.551986, expected=224.000000 predicted=144.657137, expected=448.000000 predicted=246.647510, expected=116.000000 predicted=136.845382, expected=144.000000 predicted=164.719335, expected=108.000000 predicted=234.186469, expected=76.000000 predicted=163.758719, expected=144.000000 predicted=246.156978, expected=76.000000 predicted=100.063650, expected=168.000000 predicted=142.597400, expected=96.000000 predicted=103.724655, expected=44.000000 predicted=77.878846, expected=112.000000 predicted=119.619066, expected=64.000000 predicted=77.507523, expected=72.000000 predicted=109.362378, expected=120.000000 predicted=98.023560, expected=248.000000 predicted=131.241020, expected=92.000000 predicted=106.394848, expected=260.000000 predicted=158.482194, expected=8.000000 predicted=74.686314, expected=60.000000 predicted=111.042401, expected=24.000000 predicted=124.888190, expected=188.000000 predicted=125.555638, expected=172.000000 predicted=173.709579, expected=128.000000 predicted=80.967886, expected=56.000000 predicted=77.931085, expected=508.000000 predicted=231.938728, expected=128.000000 predicted=167.411356, expected=208.000000 predicted=201.933946, expected=296.000000 predicted=214.489828, expected=480.000000 predicted=267.920339, expected=256.000000 predicted=353.056075, expected=140.000000 predicted=188.275014, expected=336.000000 predicted=281.512068, expected=236.000000 predicted=270.186840, expected=164.000000 predicted=300.473210, expected=168.000000 predicted=216.713605, expected=384.000000 predicted=251.448944, expected=380.000000 predicted=320.250431, expected=252.000000 predicted=253.586333, expected=120.000000 predicted=189.964966, expected=156.000000 predicted=198.582268, expected=232.000000 predicted=282.455569, expected=524.000000 predicted=377.544525, expected=524.000000 predicted=348.412160, expected=140.000000 predicted=192.867072, expected=164.000000 predicted=225.491559, expected=328.000000 predicted=298.356717, expected=68.000000 predicted=285.117837, expected=100.000000 predicted=279.068560, expected=216.000000 predicted=176.037372, expected=564.000000 predicted=309.918328, expected=204.000000 predicted=248.130712, expected=188.000000 predicted=178.490699, expected=160.000000 predicted=182.804940, expected=284.000000 predicted=254.433669, expected=172.000000 predicted=318.034762, expected=312.000000 predicted=245.030404, expected=256.000000 predicted=224.268537, expected=176.000000 predicted=191.518882, expected=100.000000 predicted=205.994445, expected=112.000000 predicted=162.303450, expected=308.000000 predicted=267.898894, expected=292.000000 predicted=239.871184, expected=320.000000 predicted=236.031224, expected=112.000000 predicted=150.334520, expected=108.000000 predicted=156.368959, expected=196.000000 predicted=241.584658, expected=76.000000 predicted=176.946906, expected=96.000000 predicted=185.322137, expected=184.000000 predicted=142.035482, expected=276.000000 predicted=173.995997, expected=272.000000 predicted=210.740655, expected=304.000000 predicted=197.705196, expected=84.000000 predicted=136.937490, expected=64.000000 predicted=159.149915, expected=84.000000 Test MSE: 14342.089
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151])] predicted=59.358711, expected=100.000000 predicted=61.803472, expected=52.000000 predicted=43.674218, expected=24.000000 predicted=50.009480, expected=64.000000 predicted=57.563822, expected=56.000000 predicted=57.108534, expected=76.000000 predicted=80.598282, expected=84.000000 predicted=67.179224, expected=100.000000 predicted=64.222942, expected=68.000000 predicted=67.839133, expected=76.000000 predicted=72.520486, expected=60.000000 predicted=69.340224, expected=32.000000 predicted=58.568535, expected=84.000000 predicted=89.109327, expected=52.000000 predicted=53.615335, expected=92.000000 predicted=81.883024, expected=92.000000 predicted=74.154465, expected=44.000000 predicted=43.386116, expected=28.000000 predicted=63.175200, expected=48.000000 predicted=52.516387, expected=60.000000 predicted=66.319510, expected=108.000000 predicted=89.972039, expected=104.000000 predicted=70.473306, expected=56.000000 predicted=50.100499, expected=80.000000 predicted=74.616636, expected=96.000000 predicted=77.130884, expected=48.000000 predicted=73.147497, expected=44.000000 predicted=77.575556, expected=116.000000 predicted=85.126869, expected=108.000000 predicted=82.128694, expected=44.000000 predicted=71.328073, expected=40.000000 predicted=59.249026, expected=60.000000 predicted=55.154644, expected=44.000000 predicted=69.168500, expected=40.000000 predicted=69.164926, expected=112.000000 predicted=76.305393, expected=184.000000 predicted=101.433026, expected=80.000000 predicted=67.547032, expected=56.000000 predicted=74.027739, expected=56.000000 predicted=62.830878, expected=56.000000 predicted=76.693475, expected=60.000000 predicted=107.925220, expected=80.000000 predicted=76.058378, expected=96.000000 predicted=73.298328, expected=44.000000 predicted=51.599279, expected=20.000000 predicted=47.874205, expected=100.000000 predicted=81.094094, expected=40.000000 predicted=47.486227, expected=36.000000 predicted=67.288778, expected=80.000000 predicted=65.761440, expected=76.000000 predicted=43.284241, expected=16.000000 predicted=56.028191, expected=84.000000 predicted=70.607110, expected=52.000000 predicted=39.031818, expected=40.000000 predicted=58.376317, expected=60.000000 predicted=69.772438, expected=88.000000 predicted=50.282868, expected=76.000000 predicted=73.347115, expected=48.000000 predicted=54.972540, expected=44.000000 predicted=50.215921, expected=76.000000 predicted=66.854254, expected=36.000000 predicted=54.908037, expected=72.000000 predicted=74.516970, expected=104.000000 predicted=72.529858, expected=116.000000 predicted=75.276699, expected=72.000000 predicted=76.671963, expected=88.000000 predicted=74.363073, expected=68.000000 predicted=71.902927, expected=40.000000 predicted=71.140329, expected=92.000000 predicted=101.509839, expected=116.000000 predicted=84.844713, expected=140.000000 predicted=106.942846, expected=64.000000 predicted=71.685493, expected=52.000000 predicted=63.913610, expected=88.000000 predicted=92.155485, expected=96.000000 predicted=93.425971, expected=72.000000 predicted=98.240992, expected=88.000000 predicted=81.747222, expected=84.000000 predicted=69.978710, expected=76.000000 predicted=80.882381, expected=84.000000 predicted=89.948603, expected=40.000000 predicted=57.588383, expected=36.000000 predicted=65.639024, expected=44.000000 predicted=62.251340, expected=96.000000 predicted=77.472003, expected=116.000000 predicted=88.663634, expected=52.000000 predicted=48.928644, expected=44.000000 predicted=55.746185, expected=48.000000 predicted=51.969226, expected=60.000000 predicted=70.150788, expected=48.000000 predicted=73.454163, expected=64.000000 predicted=58.602646, expected=80.000000 predicted=60.877545, expected=48.000000 predicted=47.577303, expected=40.000000 predicted=55.187368, expected=68.000000 predicted=60.017715, expected=32.000000 predicted=43.180178, expected=76.000000 predicted=76.661297, expected=120.000000 predicted=78.470664, expected=92.000000 predicted=61.913831, expected=56.000000 predicted=70.347948, expected=64.000000 predicted=60.682583, expected=84.000000 predicted=77.504869, expected=40.000000 predicted=72.034889, expected=52.000000 predicted=74.433442, expected=92.000000 predicted=72.542484, expected=76.000000 predicted=62.562880, expected=72.000000 predicted=78.536167, expected=80.000000 predicted=65.888653, expected=88.000000 predicted=70.403014, expected=48.000000 predicted=68.687594, expected=76.000000 predicted=80.187570, expected=96.000000 predicted=80.135630, expected=140.000000 predicted=102.466453, expected=64.000000 predicted=74.561449, expected=60.000000 predicted=69.849153, expected=68.000000 predicted=77.089590, expected=48.000000 predicted=65.774923, expected=104.000000 predicted=113.874934, expected=80.000000 predicted=66.366460, expected=92.000000 predicted=78.353250, expected=92.000000 predicted=82.971190, expected=48.000000 predicted=52.853878, expected=56.000000 predicted=83.543719, expected=80.000000 predicted=77.413695, expected=68.000000 predicted=72.125162, expected=132.000000 predicted=107.871419, expected=92.000000 predicted=67.882286, expected=4.000000 predicted=41.659823, expected=124.000000 predicted=111.814153, expected=88.000000 predicted=63.551889, expected=72.000000 predicted=96.413757, expected=68.000000 predicted=86.543868, expected=148.000000 predicted=79.176624, expected=136.000000 predicted=114.988861, expected=72.000000 predicted=85.211978, expected=52.000000 predicted=80.191500, expected=52.000000 predicted=67.064582, expected=48.000000 predicted=87.556373, expected=84.000000 predicted=99.048978, expected=88.000000 predicted=73.065204, expected=88.000000 predicted=70.224691, expected=88.000000 predicted=74.340460, expected=56.000000 predicted=57.758393, expected=68.000000 predicted=79.461984, expected=40.000000 predicted=62.432970, expected=64.000000 predicted=74.172785, expected=88.000000 predicted=80.909377, expected=96.000000 predicted=71.249932, expected=40.000000 predicted=56.482614, expected=84.000000 predicted=72.352441, expected=92.000000 predicted=73.844787, expected=56.000000 predicted=67.734672, expected=44.000000 predicted=74.680377, expected=88.000000 predicted=67.627587, expected=68.000000 predicted=67.162159, expected=32.000000 predicted=62.010612, expected=48.000000 predicted=59.137098, expected=80.000000 predicted=59.118979, expected=64.000000 predicted=66.304463, expected=68.000000 predicted=68.989654, expected=144.000000 predicted=89.429555, expected=136.000000 predicted=84.892529, expected=104.000000 predicted=96.285144, expected=60.000000 predicted=78.001268, expected=40.000000 predicted=65.539699, expected=52.000000 predicted=92.578706, expected=96.000000 predicted=102.504886, expected=68.000000 predicted=74.851580, expected=96.000000 predicted=81.253019, expected=64.000000 predicted=56.132850, expected=32.000000 predicted=48.837197, expected=76.000000 predicted=87.103222, expected=64.000000 predicted=58.634190, expected=36.000000 predicted=62.323085, expected=116.000000 predicted=91.649161, expected=120.000000 predicted=68.378399, expected=80.000000 predicted=77.465241, expected=48.000000 predicted=69.715971, expected=48.000000 predicted=52.976641, expected=32.000000 predicted=68.076197, expected=92.000000 predicted=96.772252, expected=96.000000 predicted=76.724608, expected=148.000000 predicted=95.826493, expected=76.000000 predicted=65.396261, expected=32.000000 predicted=50.509998, expected=60.000000 predicted=84.194155, expected=16.000000 predicted=48.483249, expected=48.000000 predicted=89.333727, expected=96.000000 predicted=77.523145, expected=76.000000 predicted=47.827384, expected=80.000000 predicted=73.561522, expected=104.000000 predicted=67.272504, expected=60.000000 predicted=55.485032, expected=64.000000 predicted=84.046062, expected=48.000000 predicted=63.506093, expected=84.000000 predicted=79.141222, expected=124.000000 predicted=103.593236, expected=76.000000 predicted=65.280222, expected=64.000000 predicted=74.382505, expected=84.000000 predicted=73.276285, expected=40.000000 predicted=58.807458, expected=32.000000 predicted=77.229289, expected=68.000000 predicted=70.572768, expected=84.000000 predicted=65.285194, expected=32.000000 predicted=53.954916, expected=68.000000 predicted=62.783974, expected=56.000000 predicted=43.723948, expected=40.000000 predicted=52.284679, expected=92.000000 predicted=86.193250, expected=60.000000 predicted=42.808840, expected=92.000000 predicted=81.174179, expected=72.000000 predicted=64.648743, expected=60.000000 predicted=55.471184, expected=72.000000 predicted=82.385407, expected=60.000000 predicted=59.316866, expected=40.000000 predicted=64.774763, expected=88.000000 predicted=79.737641, expected=108.000000 predicted=76.567203, expected=64.000000 predicted=65.835976, expected=92.000000 predicted=84.575266, expected=96.000000 predicted=70.226675, expected=88.000000 predicted=85.610694, expected=44.000000 predicted=77.607419, expected=76.000000 predicted=76.545315, expected=108.000000 predicted=92.335915, expected=68.000000 predicted=74.854781, expected=64.000000 predicted=81.423912, expected=76.000000 predicted=65.542329, expected=60.000000 predicted=65.196101, expected=64.000000 predicted=83.161344, expected=80.000000 predicted=73.106138, expected=112.000000 predicted=84.232994, expected=80.000000 predicted=75.156721, expected=84.000000 predicted=79.352658, expected=76.000000 predicted=74.138127, expected=80.000000 predicted=80.067789, expected=72.000000 predicted=88.410269, expected=100.000000 predicted=89.216698, expected=96.000000 predicted=86.226820, expected=84.000000 predicted=81.542129, expected=60.000000 predicted=74.775386, expected=88.000000 predicted=83.337177, expected=56.000000 predicted=72.902942, expected=56.000000 predicted=76.258453, expected=56.000000 predicted=69.383865, expected=64.000000 predicted=60.280753, expected=84.000000 predicted=80.686278, expected=52.000000 predicted=53.284688, expected=56.000000 predicted=61.202133, expected=84.000000 predicted=70.222081, expected=104.000000 predicted=78.122617, expected=96.000000 predicted=86.389161, expected=48.000000 predicted=57.728832, expected=84.000000 predicted=79.110102, expected=48.000000 predicted=62.176520, expected=64.000000 predicted=81.633363, expected=92.000000 predicted=88.692686, expected=96.000000 predicted=68.561407, expected=40.000000 predicted=63.221958, expected=52.000000 predicted=61.180300, expected=52.000000 predicted=57.427925, expected=60.000000 predicted=69.097069, expected=40.000000 predicted=63.214858, expected=80.000000 predicted=62.034517, expected=96.000000 predicted=68.894321, expected=68.000000 predicted=59.296675, expected=84.000000 predicted=78.224269, expected=64.000000 predicted=56.049163, expected=28.000000 predicted=56.261113, expected=68.000000 predicted=82.305752, expected=68.000000 predicted=60.756579, expected=80.000000 predicted=76.335325, expected=60.000000 predicted=62.693233, expected=44.000000 predicted=43.602206, expected=52.000000 predicted=61.877516, expected=52.000000 predicted=56.828441, expected=36.000000 predicted=54.506829, expected=100.000000 predicted=78.245450, expected=112.000000 predicted=70.413856, expected=44.000000 predicted=50.195913, expected=76.000000 predicted=77.363820, expected=56.000000 predicted=48.326829, expected=28.000000 predicted=61.210302, expected=88.000000 predicted=96.298756, expected=92.000000 predicted=60.434757, expected=24.000000 predicted=49.449418, expected=24.000000 predicted=52.435065, expected=88.000000 predicted=58.767373, expected=64.000000 predicted=61.067068, expected=80.000000 predicted=83.690243, expected=60.000000 predicted=47.950013, expected=76.000000 predicted=55.940086, expected=56.000000 predicted=69.443187, expected=60.000000 predicted=63.812686, expected=64.000000 predicted=70.190799, expected=68.000000 predicted=62.506872, expected=36.000000 predicted=55.283195, expected=68.000000 predicted=65.221781, expected=72.000000 predicted=61.443267, expected=80.000000 predicted=68.765824, expected=32.000000 predicted=51.931145, expected=52.000000 predicted=52.745267, expected=60.000000 predicted=60.469144, expected=72.000000 predicted=65.853723, expected=40.000000 predicted=57.671188, expected=64.000000 predicted=54.141107, expected=84.000000 predicted=65.187024, expected=48.000000 predicted=51.256122, expected=52.000000 predicted=66.418055, expected=84.000000 predicted=63.532866, expected=52.000000 predicted=53.118329, expected=48.000000 predicted=67.831739, expected=120.000000 predicted=84.268132, expected=64.000000 predicted=50.951492, expected=68.000000 predicted=81.586911, expected=52.000000 predicted=58.613949, expected=40.000000 predicted=46.789289, expected=48.000000 predicted=78.698480, expected=52.000000 predicted=54.474631, expected=76.000000 predicted=67.329654, expected=108.000000 predicted=75.577999, expected=52.000000 predicted=47.135346, expected=72.000000 predicted=70.417894, expected=64.000000 predicted=60.076965, expected=48.000000 predicted=60.594974, expected=60.000000 predicted=81.344690, expected=48.000000 predicted=49.362665, expected=120.000000 predicted=91.461637, expected=76.000000 predicted=62.922292, expected=52.000000 predicted=59.127234, expected=52.000000 predicted=64.626126, expected=48.000000 predicted=49.116561, expected=24.000000 predicted=65.510833, expected=56.000000 predicted=64.239806, expected=84.000000 predicted=61.191957, expected=60.000000 predicted=51.648977, expected=60.000000 predicted=59.423721, expected=24.000000 predicted=31.452196, expected=28.000000 predicted=45.676446, expected=84.000000 predicted=76.475082, expected=100.000000 predicted=68.178211, expected=100.000000 predicted=77.167203, expected=68.000000 predicted=55.559956, expected=56.000000 predicted=54.173457, expected=60.000000 predicted=73.365793, expected=28.000000 predicted=60.173569, expected=104.000000 predicted=97.210273, expected=100.000000 predicted=73.069916, expected=88.000000 predicted=72.662695, expected=52.000000 predicted=64.879620, expected=60.000000 predicted=54.731034, expected=56.000000 predicted=75.640122, expected=28.000000 predicted=60.047827, expected=48.000000 predicted=67.006902, expected=76.000000 predicted=59.341563, expected=72.000000 predicted=59.726200, expected=244.000000 predicted=143.823787, expected=112.000000 predicted=62.544152, expected=84.000000 predicted=92.348709, expected=68.000000 predicted=91.019762, expected=112.000000 predicted=91.954802, expected=88.000000 predicted=144.093528, expected=120.000000 predicted=113.784494, expected=48.000000 predicted=69.009393, expected=56.000000 predicted=72.380330, expected=64.000000 predicted=85.026320, expected=92.000000 predicted=82.159822, expected=48.000000 predicted=76.564630, expected=72.000000 predicted=66.469490, expected=144.000000 predicted=96.350899, expected=44.000000 predicted=49.552182, expected=84.000000 predicted=98.115303, expected=40.000000 predicted=49.766992, expected=32.000000 predicted=53.895685, expected=56.000000 predicted=91.473477, expected=72.000000 predicted=52.873180, expected=48.000000 predicted=60.466034, expected=60.000000 predicted=54.619240, expected=56.000000 predicted=46.456346, expected=96.000000 predicted=73.325117, expected=36.000000 predicted=51.558588, expected=60.000000 predicted=61.464437, expected=80.000000 predicted=68.266369, expected=76.000000 predicted=61.703317, expected=68.000000 predicted=79.900989, expected=68.000000 predicted=57.862057, expected=92.000000 predicted=75.956890, expected=36.000000 predicted=56.925938, expected=52.000000 predicted=69.090125, expected=80.000000 predicted=71.224473, expected=88.000000 predicted=70.514731, expected=68.000000 predicted=77.022570, expected=32.000000 predicted=43.829830, expected=44.000000 predicted=54.473314, expected=28.000000 predicted=50.167775, expected=68.000000 predicted=70.834176, expected=76.000000 predicted=63.798532, expected=48.000000 predicted=41.509963, expected=60.000000 predicted=57.847887, expected=48.000000 predicted=41.643374, expected=84.000000 predicted=72.901777, expected=56.000000 predicted=61.344771, expected=84.000000 predicted=68.587797, expected=88.000000 predicted=72.722959, expected=132.000000 predicted=88.684673, expected=40.000000 predicted=63.191356, expected=48.000000 predicted=66.818400, expected=92.000000 predicted=86.930263, expected=36.000000 predicted=53.772741, expected=56.000000 predicted=91.069970, expected=64.000000 predicted=53.463612, expected=84.000000 predicted=62.454135, expected=24.000000 predicted=55.701600, expected=40.000000 predicted=47.579264, expected=60.000000 predicted=55.948290, expected=52.000000 predicted=51.186883, expected=48.000000 predicted=62.842531, expected=76.000000 predicted=52.779243, expected=76.000000 predicted=55.920589, expected=44.000000 predicted=53.431710, expected=76.000000 predicted=68.683170, expected=52.000000 predicted=49.697616, expected=44.000000 predicted=60.022649, expected=52.000000 predicted=63.695972, expected=84.000000 predicted=61.266086, expected=84.000000 predicted=72.867429, expected=60.000000 predicted=58.744533, expected=32.000000 predicted=47.252563, expected=48.000000 predicted=54.666963, expected=56.000000 Test MSE: 765.110
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295])] predicted=56.103542, expected=80.000000 predicted=58.295520, expected=80.000000 predicted=63.286609, expected=52.000000 predicted=59.758833, expected=112.000000 predicted=85.548775, expected=28.000000 predicted=48.803440, expected=52.000000 predicted=65.795223, expected=56.000000 predicted=63.046842, expected=80.000000 predicted=68.279008, expected=56.000000 predicted=67.954321, expected=44.000000 predicted=45.656646, expected=48.000000 predicted=52.825460, expected=92.000000 predicted=73.368152, expected=80.000000 predicted=72.651100, expected=84.000000 predicted=71.684612, expected=100.000000 predicted=79.406586, expected=48.000000 predicted=59.806975, expected=80.000000 predicted=83.786135, expected=60.000000 predicted=69.889402, expected=40.000000 predicted=60.825392, expected=40.000000 predicted=59.928667, expected=96.000000 predicted=72.811267, expected=104.000000 predicted=83.361291, expected=80.000000 predicted=71.184805, expected=60.000000 predicted=61.416457, expected=60.000000 predicted=63.768009, expected=48.000000 predicted=68.373664, expected=48.000000 predicted=66.120408, expected=40.000000 predicted=53.835870, expected=76.000000 predicted=64.624875, expected=96.000000 predicted=73.790656, expected=60.000000 predicted=57.451395, expected=68.000000 predicted=63.927043, expected=68.000000 predicted=63.612004, expected=20.000000 predicted=49.167012, expected=56.000000 predicted=66.643144, expected=88.000000 predicted=70.484519, expected=100.000000 predicted=78.902910, expected=60.000000 predicted=62.521720, expected=56.000000 predicted=54.161964, expected=108.000000 predicted=87.089563, expected=52.000000 predicted=67.674417, expected=68.000000 predicted=77.406895, expected=88.000000 predicted=76.204619, expected=84.000000 predicted=75.272130, expected=44.000000 predicted=67.889580, expected=60.000000 predicted=62.873517, expected=32.000000 predicted=51.552679, expected=44.000000 predicted=58.838348, expected=44.000000 predicted=53.857157, expected=72.000000 predicted=57.255406, expected=108.000000 predicted=77.996635, expected=56.000000 predicted=51.759247, expected=56.000000 predicted=58.538911, expected=92.000000 predicted=75.492708, expected=28.000000 predicted=52.303296, expected=60.000000 predicted=73.131453, expected=72.000000 predicted=63.579723, expected=60.000000 predicted=59.564693, expected=64.000000 predicted=68.373109, expected=36.000000 predicted=42.300543, expected=52.000000 predicted=56.800619, expected=44.000000 predicted=53.081989, expected=44.000000 predicted=49.666592, expected=92.000000 predicted=70.978915, expected=104.000000 predicted=72.472875, expected=68.000000 predicted=64.225601, expected=44.000000 predicted=54.608480, expected=104.000000 predicted=82.922812, expected=52.000000 predicted=68.223311, expected=64.000000 predicted=76.255227, expected=80.000000 predicted=72.685306, expected=96.000000 predicted=76.719951, expected=68.000000 predicted=77.614378, expected=64.000000 predicted=65.902810, expected=80.000000 predicted=75.681925, expected=48.000000 predicted=63.925054, expected=52.000000 predicted=67.684856, expected=44.000000 predicted=54.920613, expected=88.000000 predicted=73.070852, expected=72.000000 predicted=68.295669, expected=32.000000 predicted=45.665406, expected=60.000000 predicted=59.399061, expected=64.000000 predicted=58.210262, expected=56.000000 predicted=63.749350, expected=68.000000 predicted=64.751822, expected=104.000000 predicted=73.780143, expected=40.000000 predicted=53.264540, expected=72.000000 predicted=70.830577, expected=52.000000 predicted=57.955989, expected=44.000000 predicted=57.338627, expected=72.000000 predicted=74.250623, expected=84.000000 predicted=65.161579, expected=112.000000 predicted=87.204494, expected=136.000000 predicted=97.534506, expected=40.000000 predicted=58.088214, expected=64.000000 predicted=78.018035, expected=32.000000 predicted=61.148869, expected=36.000000 predicted=65.609158, expected=64.000000 predicted=75.388953, expected=88.000000 predicted=63.947152, expected=80.000000 predicted=67.923752, expected=60.000000 predicted=55.230152, expected=36.000000 predicted=47.404729, expected=28.000000 predicted=48.919929, expected=64.000000 predicted=66.715938, expected=44.000000 predicted=52.819777, expected=32.000000 predicted=42.681512, expected=56.000000 predicted=47.226853, expected=48.000000 predicted=42.712371, expected=40.000000 predicted=47.647303, expected=44.000000 predicted=44.162464, expected=52.000000 predicted=45.534275, expected=68.000000 predicted=58.383254, expected=92.000000 predicted=68.653677, expected=68.000000 predicted=59.090322, expected=48.000000 predicted=54.099482, expected=52.000000 predicted=57.639547, expected=12.000000 predicted=41.349642, expected=16.000000 predicted=44.570272, expected=32.000000 predicted=40.765216, expected=48.000000 predicted=41.883944, expected=24.000000 predicted=31.179794, expected=36.000000 predicted=28.958435, expected=28.000000 predicted=26.602725, expected=24.000000 predicted=29.157750, expected=36.000000 predicted=36.701202, expected=44.000000 predicted=34.918494, expected=76.000000 predicted=53.461429, expected=48.000000 predicted=41.113625, expected=48.000000 predicted=43.741357, expected=40.000000 predicted=42.971765, expected=28.000000 predicted=39.556160, expected=96.000000 predicted=75.505484, expected=80.000000 predicted=62.227043, expected=76.000000 predicted=65.240858, expected=32.000000 predicted=44.729189, expected=20.000000 predicted=38.341716, expected=32.000000 predicted=54.245829, expected=24.000000 predicted=42.428029, expected=48.000000 predicted=49.080883, expected=52.000000 predicted=40.168189, expected=40.000000 predicted=34.645712, expected=40.000000 predicted=38.432943, expected=4.000000 predicted=20.741985, expected=12.000000 predicted=28.369625, expected=20.000000 predicted=28.840792, expected=36.000000 predicted=32.121699, expected=44.000000 predicted=34.870426, expected=64.000000 predicted=38.470832, expected=44.000000 predicted=34.459148, expected=24.000000 predicted=30.018343, expected=48.000000 predicted=44.339782, expected=44.000000 predicted=43.829230, expected=60.000000 predicted=55.497382, expected=40.000000 predicted=41.424320, expected=72.000000 predicted=53.828366, expected=48.000000 predicted=48.768217, expected=44.000000 predicted=47.952551, expected=56.000000 predicted=55.452667, expected=48.000000 predicted=47.968094, expected=68.000000 predicted=63.752427, expected=72.000000 predicted=60.266338, expected=44.000000 predicted=48.855512, expected=40.000000 predicted=49.746473, expected=36.000000 predicted=44.901517, expected=28.000000 predicted=44.038492, expected=8.000000 predicted=32.298683, expected=32.000000 predicted=34.368056, expected=56.000000 predicted=42.857842, expected=48.000000 predicted=39.584544, expected=28.000000 predicted=30.187165, expected=24.000000 predicted=25.282539, expected=36.000000 predicted=36.126636, expected=44.000000 predicted=43.910809, expected=36.000000 predicted=37.805317, expected=52.000000 predicted=41.291726, expected=64.000000 predicted=47.347346, expected=32.000000 predicted=37.526532, expected=88.000000 predicted=65.831774, expected=36.000000 predicted=41.150461, expected=36.000000 predicted=47.111669, expected=24.000000 predicted=40.411732, expected=52.000000 predicted=46.079037, expected=52.000000 predicted=55.807902, expected=64.000000 predicted=50.452525, expected=32.000000 predicted=37.073523, expected=40.000000 predicted=39.734022, expected=52.000000 predicted=50.358422, expected=40.000000 predicted=44.930184, expected=76.000000 predicted=63.066096, expected=64.000000 predicted=51.637658, expected=72.000000 predicted=60.399725, expected=52.000000 predicted=54.752940, expected=52.000000 predicted=53.755554, expected=36.000000 predicted=52.868471, expected=76.000000 predicted=66.945702, expected=64.000000 predicted=62.198063, expected=72.000000 predicted=63.012239, expected=32.000000 predicted=45.261810, expected=72.000000 predicted=60.837323, expected=28.000000 predicted=48.642799, expected=28.000000 predicted=44.725665, expected=64.000000 predicted=58.866983, expected=44.000000 predicted=41.699459, expected=56.000000 predicted=55.946119, expected=76.000000 predicted=55.373913, expected=24.000000 predicted=35.265060, expected=36.000000 predicted=48.132138, expected=44.000000 predicted=44.773573, expected=44.000000 predicted=47.553777, expected=84.000000 predicted=68.122536, expected=68.000000 predicted=51.392101, expected=40.000000 predicted=45.193762, expected=16.000000 predicted=35.774138, expected=84.000000 predicted=65.392214, expected=48.000000 predicted=57.040817, expected=52.000000 predicted=55.469041, expected=56.000000 predicted=49.632510, expected=56.000000 predicted=47.324313, expected=32.000000 predicted=51.280698, expected=52.000000 predicted=50.625460, expected=64.000000 predicted=56.177722, expected=48.000000 predicted=50.783976, expected=44.000000 predicted=48.725699, expected=104.000000 predicted=70.610209, expected=56.000000 predicted=56.386852, expected=120.000000 predicted=89.991500, expected=28.000000 predicted=47.966017, expected=40.000000 predicted=53.698017, expected=60.000000 predicted=71.037317, expected=32.000000 predicted=47.646368, expected=32.000000 predicted=56.961323, expected=84.000000 predicted=56.650797, expected=84.000000 predicted=62.626986, expected=28.000000 predicted=45.265340, expected=36.000000 predicted=42.024091, expected=36.000000 predicted=41.303460, expected=56.000000 predicted=60.461519, expected=60.000000 predicted=59.447783, expected=80.000000 predicted=56.864982, expected=76.000000 predicted=60.059773, expected=68.000000 predicted=59.976387, expected=84.000000 predicted=73.135516, expected=40.000000 predicted=55.912439, expected=40.000000 predicted=59.080958, expected=68.000000 predicted=66.943136, expected=40.000000 predicted=52.258165, expected=60.000000 predicted=62.831874, expected=60.000000 predicted=51.967048, expected=52.000000 predicted=50.679732, expected=76.000000 predicted=67.144002, expected=56.000000 predicted=53.354490, expected=72.000000 predicted=66.171126, expected=68.000000 predicted=64.343420, expected=68.000000 predicted=64.262020, expected=32.000000 predicted=53.296072, expected=32.000000 predicted=47.075427, expected=52.000000 predicted=56.370313, expected=84.000000 predicted=68.530342, expected=48.000000 predicted=53.198323, expected=40.000000 predicted=42.736051, expected=72.000000 predicted=56.998910, expected=56.000000 predicted=56.121150, expected=44.000000 predicted=57.573531, expected=60.000000 predicted=54.909539, expected=116.000000 predicted=79.198304, expected=56.000000 predicted=63.025378, expected=40.000000 predicted=54.104740, expected=28.000000 predicted=44.169167, expected=48.000000 predicted=55.110015, expected=40.000000 predicted=59.853650, expected=32.000000 predicted=40.322806, expected=40.000000 predicted=39.197385, expected=68.000000 predicted=49.376922, expected=44.000000 predicted=44.744613, expected=56.000000 predicted=49.474854, expected=16.000000 predicted=30.558360, expected=44.000000 predicted=44.393651, expected=80.000000 predicted=64.352319, expected=68.000000 predicted=55.589498, expected=52.000000 predicted=53.160509, expected=44.000000 predicted=42.353118, expected=60.000000 predicted=56.578035, expected=44.000000 predicted=56.388740, expected=52.000000 predicted=55.767765, expected=52.000000 predicted=51.223034, expected=48.000000 predicted=48.249597, expected=44.000000 predicted=49.596532, expected=40.000000 predicted=43.816968, expected=76.000000 predicted=61.045730, expected=32.000000 predicted=42.342486, expected=64.000000 predicted=55.990906, expected=44.000000 predicted=46.110375, expected=104.000000 predicted=72.998888, expected=52.000000 predicted=59.945324, expected=40.000000 predicted=46.757257, expected=60.000000 predicted=61.366935, expected=52.000000 predicted=53.433172, expected=80.000000 predicted=77.176740, expected=60.000000 predicted=56.889010, expected=88.000000 predicted=68.670973, expected=72.000000 predicted=67.995061, expected=40.000000 predicted=54.159924, expected=40.000000 predicted=58.250498, expected=20.000000 predicted=42.427792, expected=36.000000 predicted=51.455276, expected=48.000000 predicted=49.356431, expected=88.000000 predicted=59.912897, expected=40.000000 predicted=41.741950, expected=72.000000 predicted=53.802008, expected=80.000000 predicted=63.072857, expected=48.000000 predicted=54.801665, expected=60.000000 predicted=67.425169, expected=68.000000 predicted=59.973503, expected=60.000000 predicted=64.203126, expected=60.000000 predicted=64.796661, expected=40.000000 predicted=48.815358, expected=40.000000 predicted=50.571106, expected=56.000000 predicted=57.142671, expected=56.000000 predicted=54.637135, expected=64.000000 predicted=58.062813, expected=68.000000 predicted=56.594225, expected=64.000000 predicted=57.105619, expected=28.000000 predicted=45.829924, expected=44.000000 predicted=51.266440, expected=112.000000 predicted=81.076830, expected=56.000000 predicted=59.749901, expected=68.000000 predicted=65.472491, expected=60.000000 predicted=54.853623, expected=40.000000 predicted=51.941775, expected=52.000000 predicted=68.517739, expected=56.000000 predicted=55.542020, expected=40.000000 predicted=50.707098, expected=28.000000 predicted=42.071594, expected=60.000000 predicted=50.252260, expected=60.000000 predicted=53.158276, expected=60.000000 predicted=55.015516, expected=20.000000 predicted=34.819954, expected=36.000000 predicted=39.096029, expected=48.000000 predicted=49.492767, expected=80.000000 predicted=62.797643, expected=92.000000 predicted=69.133351, expected=108.000000 predicted=72.359131, expected=52.000000 predicted=56.889270, expected=80.000000 predicted=73.895606, expected=68.000000 predicted=75.307594, expected=36.000000 predicted=63.045740, expected=60.000000 predicted=72.141667, expected=104.000000 predicted=77.400550, expected=76.000000 predicted=73.608822, expected=68.000000 predicted=68.846958, expected=44.000000 predicted=52.230741, expected=40.000000 predicted=55.678003, expected=48.000000 predicted=64.981128, expected=44.000000 predicted=53.786579, expected=56.000000 predicted=55.417910, expected=100.000000 predicted=69.566565, expected=136.000000 predicted=88.955168, expected=92.000000 predicted=78.009787, expected=172.000000 predicted=118.123373, expected=48.000000 predicted=73.048195, expected=68.000000 predicted=91.133907, expected=52.000000 predicted=86.022955, expected=60.000000 predicted=75.957229, expected=52.000000 predicted=83.825931, expected=20.000000 predicted=38.751758, expected=40.000000 predicted=48.724438, expected=36.000000 predicted=41.766254, expected=56.000000 predicted=51.195429, expected=100.000000 predicted=68.946748, expected=88.000000 predicted=62.219552, expected=12.000000 predicted=37.074807, expected=64.000000 predicted=57.411933, expected=72.000000 predicted=65.417004, expected=40.000000 predicted=61.034811, expected=48.000000 predicted=57.897220, expected=104.000000 predicted=66.085474, expected=44.000000 predicted=55.332769, expected=56.000000 predicted=62.043939, expected=40.000000 predicted=46.710669, expected=36.000000 predicted=46.640157, expected=52.000000 predicted=62.447139, expected=80.000000 predicted=60.352538, expected=76.000000 predicted=63.649135, expected=68.000000 predicted=59.262982, expected=40.000000 predicted=48.018348, expected=52.000000 predicted=56.401458, expected=68.000000 predicted=67.926691, expected=44.000000 predicted=55.925892, expected=48.000000 predicted=54.313778, expected=80.000000 predicted=61.528132, expected=84.000000 predicted=68.383157, expected=40.000000 predicted=54.702842, expected=64.000000 predicted=59.280318, expected=36.000000 predicted=47.941040, expected=28.000000 predicted=49.876052, expected=84.000000 predicted=71.055047, expected=4.000000 predicted=27.715452, expected=64.000000 predicted=56.859617, expected=56.000000 predicted=46.375113, expected=48.000000 predicted=44.945239, expected=28.000000 predicted=46.847221, expected=64.000000 predicted=44.131400, expected=76.000000 predicted=64.129402, expected=68.000000 predicted=60.967533, expected=92.000000 predicted=71.055322, expected=24.000000 predicted=40.934128, expected=32.000000 predicted=50.935633, expected=72.000000 predicted=66.519231, expected=40.000000 predicted=51.595971, expected=64.000000 predicted=64.766482, expected=68.000000 predicted=51.435695, expected=64.000000 predicted=55.396023, expected=44.000000 predicted=55.868148, expected=40.000000 predicted=46.357368, expected=72.000000 predicted=64.092804, expected=68.000000 predicted=63.710195, expected=44.000000 predicted=53.242825, expected=72.000000 predicted=60.084878, expected=44.000000 predicted=48.898811, expected=36.000000 predicted=52.169682, expected=36.000000 predicted=47.768431, expected=44.000000 predicted=44.805543, expected=80.000000 predicted=65.326514, expected=60.000000 predicted=52.480559, expected=52.000000 predicted=49.567884, expected=68.000000 predicted=56.985363, expected=44.000000 predicted=50.506851, expected=44.000000 predicted=57.137078, expected=60.000000 predicted=57.139750, expected=28.000000 Test MSE: 548.770
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036])] predicted=113.953973, expected=52.000000 predicted=51.954349, expected=32.000000 predicted=55.240205, expected=68.000000 predicted=69.517217, expected=68.000000 predicted=70.925549, expected=44.000000 predicted=76.472847, expected=64.000000 predicted=58.666076, expected=120.000000 predicted=71.589669, expected=104.000000 predicted=80.418464, expected=56.000000 predicted=69.428161, expected=48.000000 predicted=59.345746, expected=12.000000 predicted=47.684429, expected=40.000000 predicted=74.161829, expected=112.000000 predicted=88.895122, expected=192.000000 predicted=104.778606, expected=60.000000 predicted=59.040055, expected=32.000000 predicted=50.690907, expected=40.000000 predicted=55.276137, expected=40.000000 predicted=74.684981, expected=72.000000 predicted=109.969906, expected=80.000000 predicted=62.578321, expected=104.000000 predicted=66.284333, expected=80.000000 predicted=62.781135, expected=16.000000 predicted=42.812348, expected=76.000000 predicted=77.013260, expected=56.000000 predicted=63.481319, expected=44.000000 predicted=70.749945, expected=80.000000 predicted=73.359496, expected=56.000000 predicted=40.609547, expected=136.000000 predicted=97.079325, expected=28.000000 predicted=46.431701, expected=56.000000 predicted=63.185869, expected=32.000000 predicted=56.838090, expected=52.000000 predicted=56.991743, expected=104.000000 predicted=98.948455, expected=104.000000 predicted=62.707124, expected=72.000000 predicted=67.041748, expected=52.000000 predicted=54.400603, expected=76.000000 predicted=69.900676, expected=48.000000 predicted=73.905036, expected=60.000000 predicted=78.338955, expected=136.000000 predicted=92.553446, expected=104.000000 predicted=74.782275, expected=56.000000 predicted=73.781383, expected=40.000000 predicted=57.829763, expected=76.000000 predicted=72.644881, expected=36.000000 predicted=78.584168, expected=44.000000 predicted=70.559154, expected=112.000000 predicted=75.240791, expected=120.000000 predicted=73.496525, expected=44.000000 predicted=64.387018, expected=60.000000 predicted=61.217559, expected=128.000000 predicted=84.815252, expected=40.000000 predicted=73.619910, expected=68.000000 predicted=93.821512, expected=84.000000 predicted=64.788174, expected=68.000000 predicted=66.424845, expected=36.000000 predicted=78.735810, expected=104.000000 predicted=72.502486, expected=56.000000 predicted=59.870924, expected=20.000000 predicted=58.460456, expected=92.000000 predicted=76.383281, expected=120.000000 predicted=70.255482, expected=48.000000 predicted=73.401952, expected=32.000000 predicted=56.438620, expected=56.000000 predicted=47.393404, expected=68.000000 predicted=73.098012, expected=92.000000 predicted=91.758607, expected=92.000000 predicted=67.230790, expected=76.000000 predicted=60.309348, expected=28.000000 predicted=52.917495, expected=60.000000 predicted=69.053619, expected=116.000000 predicted=91.786085, expected=48.000000 predicted=65.453373, expected=56.000000 predicted=70.937257, expected=104.000000 predicted=67.089811, expected=84.000000 predicted=69.962333, expected=56.000000 predicted=84.584189, expected=96.000000 predicted=75.702132, expected=100.000000 predicted=76.561255, expected=76.000000 predicted=88.087430, expected=116.000000 predicted=98.435200, expected=92.000000 predicted=76.836203, expected=96.000000 predicted=97.860323, expected=16.000000 predicted=66.825064, expected=64.000000 predicted=77.663866, expected=120.000000 predicted=101.736957, expected=68.000000 predicted=73.432625, expected=64.000000 predicted=81.810263, expected=80.000000 predicted=56.829358, expected=4.000000 predicted=43.585990, expected=132.000000 predicted=113.760221, expected=52.000000 predicted=53.327120, expected=60.000000 predicted=68.934787, expected=68.000000 predicted=71.363878, expected=76.000000 predicted=48.266072, expected=12.000000 predicted=69.769600, expected=72.000000 predicted=64.423462, expected=48.000000 predicted=50.274484, expected=128.000000 predicted=87.110255, expected=60.000000 predicted=63.272145, expected=72.000000 predicted=55.206822, expected=12.000000 predicted=51.667005, expected=24.000000 predicted=46.630112, expected=52.000000 predicted=77.157436, expected=20.000000 predicted=37.346842, expected=4.000000 predicted=37.604558, expected=32.000000 predicted=23.822776, expected=48.000000 predicted=31.088916, expected=76.000000 predicted=53.127697, expected=88.000000 predicted=49.339923, expected=56.000000 predicted=37.731564, expected=84.000000 predicted=62.981333, expected=92.000000 predicted=69.898140, expected=56.000000 predicted=68.843518, expected=64.000000 predicted=77.793242, expected=68.000000 predicted=64.437146, expected=32.000000 predicted=60.177283, expected=40.000000 predicted=65.445977, expected=64.000000 predicted=56.874948, expected=76.000000 predicted=63.103534, expected=40.000000 predicted=53.367489, expected=40.000000 predicted=43.657173, expected=120.000000 predicted=73.653800, expected=84.000000 predicted=67.092866, expected=100.000000 predicted=86.873952, expected=48.000000 predicted=55.191924, expected=60.000000 predicted=62.557111, expected=56.000000 predicted=83.126816, expected=20.000000 predicted=54.714499, expected=68.000000 predicted=76.327927, expected=68.000000 predicted=52.883969, expected=60.000000 predicted=58.027374, expected=76.000000 predicted=64.342684, expected=88.000000 predicted=56.939934, expected=32.000000 predicted=55.174166, expected=40.000000 predicted=60.313050, expected=84.000000 predicted=67.841640, expected=108.000000 predicted=80.477818, expected=108.000000 predicted=89.051503, expected=112.000000 predicted=76.948275, expected=184.000000 predicted=111.399382, expected=84.000000 predicted=91.388382, expected=72.000000 predicted=105.289431, expected=124.000000 predicted=116.435758, expected=140.000000 predicted=118.222581, expected=72.000000 predicted=121.066329, expected=28.000000 predicted=73.226411, expected=40.000000 predicted=67.329172, expected=24.000000 predicted=68.918071, expected=20.000000 predicted=68.293407, expected=-4.000000 predicted=31.290992, expected=24.000000 predicted=25.252818, expected=40.000000 predicted=31.460790, expected=104.000000 predicted=52.826183, expected=112.000000 predicted=58.504373, expected=88.000000 predicted=52.025750, expected=28.000000 predicted=44.515036, expected=64.000000 predicted=63.943443, expected=44.000000 predicted=68.878148, expected=80.000000 predicted=85.362022, expected=112.000000 predicted=87.395347, expected=40.000000 predicted=42.784952, expected=28.000000 predicted=56.927644, expected=28.000000 predicted=43.553850, expected=24.000000 predicted=48.951968, expected=40.000000 predicted=62.800971, expected=48.000000 predicted=39.508666, expected=140.000000 predicted=73.635246, expected=60.000000 predicted=44.517752, expected=64.000000 predicted=58.205872, expected=52.000000 predicted=55.273638, expected=96.000000 predicted=73.389391, expected=116.000000 predicted=109.598686, expected=20.000000 predicted=49.143926, expected=12.000000 predicted=52.537378, expected=40.000000 predicted=49.533957, expected=20.000000 predicted=49.356633, expected=16.000000 predicted=53.684488, expected=4.000000 predicted=14.692198, expected=72.000000 predicted=37.955792, expected=48.000000 predicted=35.499473, expected=36.000000 predicted=32.181074, expected=16.000000 predicted=24.277619, expected=44.000000 predicted=30.517602, expected=40.000000 predicted=47.586989, expected=68.000000 predicted=52.258223, expected=84.000000 predicted=55.457515, expected=12.000000 predicted=24.849798, expected=4.000000 predicted=35.276659, expected=48.000000 predicted=43.802038, expected=100.000000 predicted=68.082707, expected=68.000000 predicted=63.140937, expected=52.000000 predicted=42.444486, expected=52.000000 predicted=41.481819, expected=56.000000 predicted=55.630602, expected=20.000000 predicted=56.402771, expected=52.000000 predicted=58.007569, expected=76.000000 predicted=57.402193, expected=88.000000 predicted=63.847605, expected=32.000000 predicted=47.349490, expected=60.000000 predicted=51.149608, expected=88.000000 predicted=67.516521, expected=56.000000 predicted=62.702194, expected=40.000000 predicted=64.399548, expected=40.000000 predicted=44.323724, expected=48.000000 predicted=53.326241, expected=32.000000 predicted=53.797366, expected=88.000000 predicted=65.617442, expected=96.000000 predicted=61.715810, expected=48.000000 predicted=49.356397, expected=64.000000 predicted=63.731880, expected=44.000000 predicted=46.533864, expected=32.000000 predicted=59.566923, expected=44.000000 predicted=63.623373, expected=44.000000 predicted=44.478401, expected=72.000000 predicted=60.964233, expected=68.000000 predicted=52.981565, expected=56.000000 predicted=48.511528, expected=60.000000 predicted=55.977159, expected=24.000000 predicted=40.791016, expected=44.000000 predicted=57.788685, expected=108.000000 predicted=76.697828, expected=88.000000 predicted=64.500318, expected=40.000000 predicted=55.810762, expected=68.000000 predicted=58.126217, expected=56.000000 predicted=54.420096, expected=32.000000 predicted=66.018959, expected=52.000000 predicted=65.794889, expected=80.000000 predicted=57.190294, expected=88.000000 predicted=70.267540, expected=100.000000 predicted=75.539005, expected=44.000000 predicted=49.069370, expected=40.000000 predicted=58.075328, expected=56.000000 predicted=67.584422, expected=44.000000 predicted=60.819714, expected=40.000000 predicted=62.940656, expected=76.000000 predicted=57.585963, expected=64.000000 predicted=50.384808, expected=64.000000 predicted=60.186221, expected=56.000000 predicted=53.936465, expected=4.000000 predicted=32.286029, expected=60.000000 predicted=65.646485, expected=112.000000 predicted=74.112141, expected=124.000000 predicted=82.096403, expected=60.000000 predicted=63.036201, expected=76.000000 predicted=60.321862, expected=76.000000 predicted=73.804032, expected=132.000000 predicted=111.547090, expected=148.000000 predicted=120.320791, expected=84.000000 predicted=81.031142, expected=156.000000 predicted=122.755874, expected=128.000000 predicted=106.035057, expected=64.000000 predicted=105.373807, expected=56.000000 predicted=106.959330, expected=120.000000 predicted=102.694991, expected=144.000000 predicted=128.757586, expected=80.000000 predicted=98.633738, expected=96.000000 predicted=92.583462, expected=48.000000 predicted=66.210722, expected=40.000000 predicted=83.038694, expected=76.000000 predicted=97.407116, expected=156.000000 predicted=103.098801, expected=116.000000 predicted=93.884675, expected=60.000000 predicted=69.071818, expected=112.000000 predicted=90.956191, expected=60.000000 predicted=73.850785, expected=40.000000 predicted=94.786856, expected=64.000000 predicted=85.407524, expected=44.000000 predicted=52.895921, expected=84.000000 predicted=86.476505, expected=44.000000 predicted=50.492860, expected=104.000000 predicted=73.230940, expected=92.000000 predicted=72.924379, expected=48.000000 predicted=55.512454, expected=44.000000 predicted=69.313097, expected=80.000000 predicted=65.710365, expected=140.000000 predicted=105.137099, expected=120.000000 predicted=95.088447, expected=60.000000 predicted=67.473705, expected=84.000000 predicted=80.598530, expected=76.000000 predicted=81.838402, expected=112.000000 predicted=113.992330, expected=84.000000 predicted=93.566076, expected=72.000000 predicted=74.487322, expected=96.000000 predicted=91.069881, expected=96.000000 predicted=85.778593, expected=100.000000 predicted=100.409376, expected=52.000000 predicted=73.164469, expected=64.000000 predicted=76.313009, expected=100.000000 predicted=92.214019, expected=60.000000 predicted=73.416687, expected=36.000000 predicted=69.323153, expected=72.000000 predicted=66.177625, expected=56.000000 predicted=58.121514, expected=72.000000 predicted=77.821451, expected=32.000000 predicted=47.878955, expected=152.000000 predicted=90.961820, expected=112.000000 predicted=80.824238, expected=96.000000 predicted=83.662675, expected=44.000000 predicted=71.669038, expected=96.000000 predicted=79.326452, expected=52.000000 predicted=90.846520, expected=24.000000 predicted=67.998857, expected=76.000000 predicted=80.238181, expected=92.000000 predicted=63.159887, expected=88.000000 predicted=81.432764, expected=20.000000 predicted=45.375501, expected=52.000000 predicted=53.002143, expected=104.000000 predicted=81.579671, expected=112.000000 predicted=87.229952, expected=64.000000 predicted=73.707010, expected=52.000000 predicted=54.847548, expected=40.000000 predicted=57.168070, expected=60.000000 predicted=76.458759, expected=32.000000 predicted=62.367628, expected=120.000000 predicted=83.385985, expected=28.000000 predicted=39.317976, expected=32.000000 predicted=48.025612, expected=36.000000 predicted=51.070919, expected=44.000000 predicted=40.290831, expected=64.000000 predicted=73.929567, expected=44.000000 predicted=37.156605, expected=100.000000 predicted=64.711116, expected=100.000000 predicted=65.230213, expected=116.000000 predicted=81.037463, expected=68.000000 predicted=72.816045, expected=40.000000 predicted=60.246980, expected=80.000000 predicted=89.812242, expected=56.000000 predicted=72.027260, expected=24.000000 predicted=64.961841, expected=72.000000 predicted=68.175410, expected=20.000000 predicted=32.993552, expected=16.000000 predicted=47.139763, expected=80.000000 predicted=60.844292, expected=80.000000 predicted=46.659704, expected=44.000000 predicted=53.969211, expected=64.000000 predicted=51.371513, expected=108.000000 predicted=65.559328, expected=100.000000 predicted=82.061172, expected=52.000000 predicted=69.310808, expected=92.000000 predicted=78.383313, expected=60.000000 predicted=66.029230, expected=72.000000 predicted=85.962357, expected=48.000000 predicted=70.866675, expected=52.000000 predicted=57.470878, expected=84.000000 predicted=79.527584, expected=88.000000 predicted=69.291557, expected=88.000000 predicted=76.936651, expected=24.000000 predicted=47.380826, expected=52.000000 predicted=62.402012, expected=100.000000 predicted=82.916569, expected=224.000000 predicted=131.497432, expected=104.000000 predicted=87.778029, expected=400.000000 predicted=208.399983, expected=64.000000 predicted=96.416273, expected=76.000000 predicted=130.235402, expected=56.000000 predicted=157.003548, expected=88.000000 predicted=100.046159, expected=104.000000 predicted=194.198709, expected=56.000000 predicted=65.391091, expected=28.000000 predicted=60.422565, expected=56.000000 predicted=61.328172, expected=28.000000 predicted=54.599799, expected=80.000000 predicted=75.881622, expected=92.000000 predicted=66.029479, expected=72.000000 predicted=54.851705, expected=48.000000 predicted=58.795029, expected=64.000000 predicted=56.645771, expected=72.000000 predicted=72.465220, expected=44.000000 predicted=64.323991, expected=56.000000 predicted=62.681525, expected=72.000000 predicted=60.217738, expected=12.000000 predicted=42.189929, expected=4.000000 predicted=40.577020, expected=4.000000 predicted=26.756265, expected=44.000000 predicted=39.490070, expected=108.000000 predicted=66.765043, expected=76.000000 predicted=42.801193, expected=40.000000 predicted=36.488533, expected=44.000000 predicted=41.400692, expected=56.000000 predicted=54.677356, expected=36.000000 predicted=62.639734, expected=88.000000 predicted=71.507513, expected=32.000000 predicted=40.413576, expected=56.000000 predicted=52.782628, expected=48.000000 predicted=52.441779, expected=100.000000 predicted=65.224186, expected=72.000000 predicted=71.897427, expected=72.000000 predicted=59.402997, expected=52.000000 predicted=61.113427, expected=144.000000 predicted=92.245482, expected=88.000000 predicted=87.906699, expected=52.000000 predicted=71.202518, expected=16.000000 predicted=58.394118, expected=72.000000 predicted=66.441999, expected=56.000000 predicted=80.946396, expected=88.000000 predicted=75.353302, expected=96.000000 predicted=71.064503, expected=64.000000 predicted=52.593443, expected=44.000000 predicted=64.648216, expected=60.000000 predicted=63.725056, expected=120.000000 predicted=91.967001, expected=72.000000 predicted=76.890377, expected=48.000000 predicted=63.060792, expected=72.000000 predicted=66.890658, expected=52.000000 predicted=60.469030, expected=44.000000 predicted=73.006063, expected=72.000000 predicted=67.432291, expected=80.000000 predicted=62.282099, expected=100.000000 predicted=78.973597, expected=84.000000 predicted=71.034395, expected=112.000000 predicted=82.962421, expected=36.000000 predicted=64.927160, expected=48.000000 predicted=70.969240, expected=44.000000 predicted=70.116020, expected=48.000000 predicted=60.881839, expected=48.000000 predicted=66.977739, expected=24.000000 predicted=34.694815, expected=36.000000 predicted=42.149631, expected=36.000000 Test MSE: 1484.252
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097])] predicted=35.191647, expected=40.000000 predicted=33.178532, expected=48.000000 predicted=40.039663, expected=48.000000 predicted=37.844620, expected=28.000000 predicted=32.854483, expected=20.000000 predicted=35.849379, expected=20.000000 predicted=32.129878, expected=68.000000 predicted=49.188329, expected=24.000000 predicted=32.670375, expected=48.000000 predicted=36.710038, expected=20.000000 predicted=28.645867, expected=56.000000 predicted=39.567465, expected=44.000000 predicted=48.812494, expected=40.000000 predicted=34.912940, expected=48.000000 predicted=46.223902, expected=48.000000 predicted=39.856371, expected=40.000000 predicted=45.952902, expected=64.000000 predicted=51.784416, expected=40.000000 predicted=43.390637, expected=40.000000 predicted=44.792144, expected=56.000000 predicted=51.532754, expected=44.000000 predicted=44.498704, expected=28.000000 predicted=43.872615, expected=48.000000 predicted=44.819114, expected=56.000000 predicted=47.327628, expected=28.000000 predicted=40.421081, expected=16.000000 predicted=33.127131, expected=52.000000 predicted=41.636964, expected=48.000000 predicted=43.511758, expected=28.000000 predicted=37.258061, expected=40.000000 predicted=36.664290, expected=8.000000 predicted=22.728721, expected=24.000000 predicted=34.607519, expected=8.000000 predicted=26.084275, expected=52.000000 predicted=33.249416, expected=56.000000 predicted=39.467977, expected=56.000000 predicted=33.199772, expected=28.000000 predicted=32.704688, expected=4.000000 predicted=21.446436, expected=44.000000 predicted=45.414778, expected=52.000000 predicted=46.038017, expected=60.000000 predicted=46.846021, expected=60.000000 predicted=43.833614, expected=56.000000 predicted=40.634796, expected=36.000000 predicted=45.941916, expected=60.000000 predicted=56.203541, expected=40.000000 predicted=50.457825, expected=52.000000 predicted=52.320204, expected=24.000000 predicted=41.983801, expected=40.000000 predicted=40.405494, expected=32.000000 predicted=43.306472, expected=36.000000 predicted=36.762767, expected=8.000000 predicted=29.612688, expected=48.000000 predicted=34.992997, expected=44.000000 predicted=38.584333, expected=40.000000 predicted=33.718309, expected=44.000000 predicted=39.476195, expected=40.000000 predicted=32.543804, expected=24.000000 predicted=37.056692, expected=4.000000 predicted=27.469186, expected=20.000000 predicted=29.537692, expected=64.000000 predicted=43.980840, expected=76.000000 predicted=47.161253, expected=48.000000 predicted=36.679842, expected=72.000000 predicted=46.993343, expected=40.000000 predicted=43.872110, expected=20.000000 predicted=45.434659, expected=12.000000 predicted=43.574477, expected=28.000000 predicted=36.825101, expected=32.000000 predicted=40.582840, expected=24.000000 predicted=27.332201, expected=44.000000 predicted=30.834352, expected=120.000000 predicted=60.469075, expected=100.000000 predicted=62.926581, expected=32.000000 predicted=43.144942, expected=28.000000 predicted=46.493927, expected=48.000000 predicted=57.008650, expected=4.000000 predicted=50.012590, expected=12.000000 predicted=42.100698, expected=8.000000 predicted=21.109393, expected=48.000000 predicted=31.322549, expected=44.000000 predicted=36.080144, expected=52.000000 predicted=29.992277, expected=24.000000 predicted=26.505625, expected=28.000000 predicted=27.394246, expected=20.000000 predicted=34.221459, expected=24.000000 predicted=30.844378, expected=52.000000 predicted=43.448139, expected=44.000000 predicted=33.367533, expected=28.000000 predicted=29.662785, expected=24.000000 predicted=28.664917, expected=24.000000 predicted=28.582873, expected=40.000000 predicted=39.799651, expected=36.000000 predicted=35.461240, expected=76.000000 predicted=48.221134, expected=84.000000 predicted=54.865541, expected=44.000000 predicted=41.664753, expected=36.000000 predicted=46.758726, expected=20.000000 predicted=38.772954, expected=12.000000 predicted=39.654827, expected=20.000000 predicted=40.522166, expected=12.000000 predicted=23.297874, expected=56.000000 predicted=37.908452, expected=52.000000 predicted=34.560178, expected=24.000000 predicted=22.659942, expected=16.000000 predicted=25.386100, expected=32.000000 predicted=29.046472, expected=36.000000 predicted=38.988625, expected=68.000000 predicted=50.302839, expected=48.000000 predicted=38.009917, expected=44.000000 predicted=36.568259, expected=28.000000 predicted=37.291665, expected=4.000000 predicted=25.869962, expected=36.000000 predicted=44.321454, expected=56.000000 predicted=44.973196, expected=48.000000 predicted=39.626325, expected=64.000000 predicted=46.034208, expected=64.000000 predicted=44.016220, expected=20.000000 predicted=35.239992, expected=8.000000 predicted=35.175262, expected=28.000000 predicted=38.570483, expected=32.000000 predicted=39.141611, expected=24.000000 predicted=33.626623, expected=28.000000 predicted=24.962407, expected=68.000000 predicted=39.773759, expected=60.000000 predicted=43.389402, expected=32.000000 predicted=35.030041, expected=8.000000 predicted=26.101809, expected=28.000000 predicted=33.480617, expected=68.000000 predicted=57.060618, expected=56.000000 predicted=48.102111, expected=20.000000 predicted=28.620496, expected=24.000000 predicted=28.059048, expected=48.000000 predicted=41.855100, expected=44.000000 predicted=46.544766, expected=16.000000 predicted=31.532262, expected=40.000000 predicted=34.436982, expected=16.000000 predicted=24.681728, expected=48.000000 predicted=41.343346, expected=16.000000 predicted=28.569413, expected=16.000000 predicted=19.298476, expected=24.000000 predicted=30.607947, expected=8.000000 predicted=14.523784, expected=80.000000 predicted=51.758397, expected=48.000000 predicted=33.088020, expected=36.000000 predicted=29.624954, expected=28.000000 predicted=34.961484, expected=28.000000 predicted=29.175524, expected=36.000000 predicted=47.501473, expected=24.000000 predicted=32.441166, expected=20.000000 predicted=27.088495, expected=56.000000 predicted=40.346868, expected=28.000000 predicted=28.741015, expected=28.000000 predicted=30.710256, expected=16.000000 predicted=25.420737, expected=24.000000 predicted=25.384331, expected=40.000000 predicted=39.377029, expected=32.000000 predicted=28.321279, expected=56.000000 predicted=39.528058, expected=16.000000 predicted=22.992963, expected=44.000000 predicted=36.267893, expected=24.000000 predicted=33.803141, expected=20.000000 predicted=26.708166, expected=4.000000 predicted=26.108240, expected=24.000000 predicted=21.850138, expected=28.000000 predicted=28.997019, expected=32.000000 predicted=24.470244, expected=16.000000 predicted=19.057173, expected=48.000000 predicted=29.521043, expected=4.000000 predicted=17.923384, expected=36.000000 predicted=29.722552, expected=24.000000 predicted=28.558768, expected=56.000000 predicted=34.314230, expected=36.000000 predicted=37.806563, expected=4.000000 predicted=13.972355, expected=48.000000 predicted=41.212415, expected=32.000000 predicted=31.303117, expected=28.000000 predicted=33.860214, expected=28.000000 predicted=31.650009, expected=32.000000 predicted=25.413977, expected=24.000000 predicted=32.030416, expected=40.000000 predicted=34.006770, expected=32.000000 predicted=30.713662, expected=92.000000 predicted=54.970046, expected=40.000000 predicted=39.788511, expected=40.000000 predicted=38.033912, expected=64.000000 predicted=56.810986, expected=28.000000 predicted=38.290654, expected=20.000000 predicted=46.298338, expected=16.000000 predicted=31.538590, expected=116.000000 predicted=67.933327, expected=40.000000 predicted=45.862471, expected=44.000000 predicted=38.665379, expected=32.000000 predicted=42.079845, expected=24.000000 predicted=32.392683, expected=36.000000 predicted=56.989355, expected=20.000000 predicted=29.835546, expected=88.000000 predicted=55.534500, expected=64.000000 predicted=47.926952, expected=28.000000 predicted=32.896242, expected=32.000000 predicted=42.230069, expected=28.000000 predicted=36.101432, expected=20.000000 predicted=42.868863, expected=40.000000 predicted=41.903479, expected=20.000000 predicted=25.421651, expected=40.000000 predicted=32.908106, expected=40.000000 predicted=34.223535, expected=24.000000 predicted=25.854719, expected=52.000000 predicted=42.182597, expected=24.000000 predicted=28.527618, expected=20.000000 predicted=29.584297, expected=64.000000 predicted=47.441513, expected=72.000000 predicted=47.701368, expected=76.000000 predicted=57.244274, expected=44.000000 predicted=44.137339, expected=40.000000 predicted=44.272110, expected=24.000000 predicted=47.481879, expected=80.000000 predicted=66.336583, expected=24.000000 predicted=44.934231, expected=44.000000 predicted=41.792744, expected=24.000000 predicted=37.639108, expected=56.000000 predicted=42.097050, expected=72.000000 predicted=61.983403, expected=44.000000 predicted=39.139571, expected=24.000000 predicted=38.093983, expected=72.000000 predicted=53.777508, expected=60.000000 predicted=56.237133, expected=48.000000 predicted=52.575289, expected=40.000000 predicted=46.437559, expected=56.000000 predicted=48.504195, expected=40.000000 predicted=51.836264, expected=28.000000 predicted=41.939916, expected=28.000000 predicted=38.862294, expected=92.000000 predicted=60.083052, expected=24.000000 predicted=38.899397, expected=40.000000 predicted=39.683584, expected=8.000000 predicted=30.979088, expected=16.000000 predicted=27.020279, expected=68.000000 predicted=58.350931, expected=80.000000 predicted=47.251489, expected=40.000000 predicted=38.326730, expected=32.000000 predicted=33.817305, expected=52.000000 predicted=46.715153, expected=24.000000 predicted=44.411674, expected=12.000000 predicted=37.583145, expected=48.000000 predicted=41.401275, expected=44.000000 predicted=36.755951, expected=20.000000 predicted=30.607999, expected=20.000000 predicted=26.336435, expected=40.000000 predicted=31.629817, expected=28.000000 predicted=33.222417, expected=20.000000 predicted=27.895125, expected=32.000000 predicted=28.327502, expected=60.000000 predicted=39.102366, expected=36.000000 predicted=35.213976, expected=40.000000 predicted=35.498835, expected=8.000000 predicted=24.896932, expected=32.000000 predicted=33.755248, expected=40.000000 predicted=42.034847, expected=24.000000 predicted=27.302690, expected=56.000000 predicted=41.491383, expected=80.000000 predicted=46.997088, expected=40.000000 predicted=39.287425, expected=32.000000 predicted=41.112441, expected=24.000000 predicted=36.702412, expected=48.000000 predicted=48.636776, expected=44.000000 predicted=49.743485, expected=68.000000 predicted=48.700302, expected=12.000000 predicted=29.356179, expected=28.000000 predicted=32.722839, expected=36.000000 predicted=42.568556, expected=56.000000 predicted=43.872498, expected=40.000000 predicted=43.861698, expected=72.000000 predicted=44.878131, expected=60.000000 predicted=49.114838, expected=52.000000 predicted=48.296303, expected=20.000000 predicted=43.583202, expected=28.000000 predicted=40.357768, expected=44.000000 predicted=51.030579, expected=56.000000 predicted=48.532451, expected=56.000000 predicted=47.287388, expected=56.000000 predicted=43.045427, expected=64.000000 predicted=51.297307, expected=12.000000 predicted=36.442271, expected=40.000000 predicted=47.579730, expected=28.000000 predicted=42.653268, expected=16.000000 predicted=31.319309, expected=56.000000 predicted=47.989190, expected=84.000000 predicted=47.553403, expected=84.000000 predicted=56.752513, expected=76.000000 predicted=57.758326, expected=40.000000 predicted=46.864328, expected=24.000000 predicted=49.855705, expected=24.000000 predicted=52.511521, expected=28.000000 predicted=47.005685, expected=44.000000 predicted=46.781077, expected=12.000000 predicted=24.873452, expected=32.000000 predicted=28.257488, expected=32.000000 predicted=30.273324, expected=24.000000 predicted=25.647618, expected=44.000000 predicted=37.958717, expected=44.000000 predicted=32.044585, expected=112.000000 predicted=64.594965, expected=28.000000 predicted=38.248044, expected=68.000000 predicted=51.240736, expected=28.000000 predicted=49.336388, expected=28.000000 predicted=40.371604, expected=16.000000 predicted=50.706933, expected=24.000000 predicted=28.246080, expected=32.000000 predicted=38.544521, expected=36.000000 predicted=29.503440, expected=16.000000 predicted=22.721450, expected=48.000000 predicted=32.719162, expected=96.000000 predicted=56.531943, expected=24.000000 predicted=32.839329, expected=40.000000 predicted=40.738975, expected=32.000000 predicted=38.942647, expected=16.000000 predicted=33.566177, expected=24.000000 predicted=44.208934, expected=16.000000 predicted=22.665467, expected=8.000000 predicted=20.345021, expected=8.000000 predicted=17.245686, expected=40.000000 predicted=24.892014, expected=44.000000 predicted=29.367139, expected=56.000000 predicted=33.960409, expected=72.000000 predicted=44.437404, expected=100.000000 predicted=60.930909, expected=20.000000 predicted=41.654923, expected=88.000000 predicted=67.644524, expected=28.000000 predicted=53.662014, expected=28.000000 predicted=46.117926, expected=20.000000 predicted=50.897972, expected=80.000000 predicted=49.135320, expected=84.000000 predicted=69.487712, expected=48.000000 predicted=42.834835, expected=44.000000 predicted=46.658585, expected=60.000000 predicted=53.021736, expected=32.000000 predicted=52.722718, expected=32.000000 predicted=49.289507, expected=52.000000 predicted=48.826008, expected=76.000000 predicted=55.935535, expected=32.000000 predicted=44.100215, expected=32.000000 predicted=37.731127, expected=12.000000 predicted=31.966829, expected=16.000000 predicted=31.420485, expected=12.000000 predicted=32.347031, expected=56.000000 predicted=35.856160, expected=40.000000 predicted=32.683914, expected=40.000000 predicted=28.376477, expected=24.000000 predicted=28.532582, expected=16.000000 predicted=22.933062, expected=28.000000 predicted=36.236271, expected=28.000000 predicted=30.430888, expected=32.000000 predicted=30.589189, expected=32.000000 predicted=28.294768, expected=20.000000 predicted=22.418948, expected=16.000000 predicted=23.351413, expected=24.000000 predicted=25.732447, expected=24.000000 Test MSE: 495.805
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475])] predicted=20.366216, expected=20.000000 predicted=19.168818, expected=8.000000 predicted=15.532552, expected=4.000000 predicted=13.201676, expected=20.000000 predicted=14.016536, expected=12.000000 predicted=13.522160, expected=24.000000 predicted=16.378331, expected=28.000000 predicted=18.329106, expected=48.000000 predicted=27.469399, expected=32.000000 predicted=29.724394, expected=16.000000 predicted=26.106681, expected=16.000000 predicted=24.785056, expected=12.000000 predicted=21.785813, expected=32.000000 predicted=25.960321, expected=28.000000 predicted=23.890289, expected=24.000000 predicted=22.693709, expected=16.000000 predicted=20.765067, expected=16.000000 predicted=20.022638, expected=24.000000 predicted=22.766352, expected=12.000000 predicted=18.721209, expected=32.000000 predicted=22.302722, expected=8.000000 predicted=16.893861, expected=24.000000 predicted=19.859929, expected=32.000000 predicted=23.252541, expected=36.000000 predicted=26.586849, expected=36.000000 predicted=30.181204, expected=24.000000 predicted=27.068532, expected=44.000000 predicted=34.221669, expected=20.000000 predicted=30.470038, expected=24.000000 predicted=29.396538, expected=16.000000 predicted=24.821432, expected=12.000000 predicted=20.875014, expected=28.000000 predicted=23.546096, expected=20.000000 predicted=20.282689, expected=32.000000 predicted=23.895518, expected=24.000000 predicted=22.923399, expected=28.000000 predicted=25.070832, expected=20.000000 predicted=24.498256, expected=12.000000 predicted=20.824864, expected=12.000000 predicted=18.898102, expected=24.000000 predicted=19.850248, expected=24.000000 predicted=20.761396, expected=20.000000 predicted=19.501726, expected=20.000000 predicted=19.122950, expected=36.000000 predicted=24.747546, expected=12.000000 predicted=21.687654, expected=24.000000 predicted=22.653342, expected=40.000000 predicted=27.179284, expected=12.000000 predicted=23.199574, expected=20.000000 predicted=23.215356, expected=28.000000 predicted=22.720698, expected=20.000000 predicted=23.529068, expected=16.000000 predicted=21.691951, expected=32.000000 predicted=22.625638, expected=24.000000 predicted=23.691471, expected=8.000000 predicted=19.835632, expected=32.000000 predicted=22.788468, expected=16.000000 predicted=20.363987, expected=32.000000 predicted=25.393267, expected=20.000000 predicted=22.056649, expected=4.000000 predicted=16.925472, expected=28.000000 predicted=21.561078, expected=20.000000 predicted=19.737790, expected=12.000000 predicted=18.856466, expected=8.000000 predicted=13.971102, expected=12.000000 predicted=13.074354, expected=12.000000 predicted=14.214935, expected=20.000000 predicted=14.814544, expected=40.000000 predicted=21.085683, expected=16.000000 predicted=19.238301, expected=24.000000 predicted=21.849896, expected=16.000000 predicted=20.070576, expected=8.000000 predicted=18.502939, expected=16.000000 predicted=18.366687, expected=8.000000 predicted=13.279276, expected=20.000000 predicted=15.774565, expected=24.000000 predicted=16.692106, expected=8.000000 predicted=14.045538, expected=28.000000 predicted=18.689698, expected=12.000000 predicted=16.083106, expected=12.000000 predicted=16.842924, expected=20.000000 predicted=16.870568, expected=20.000000 predicted=17.297016, expected=44.000000 predicted=26.035400, expected=24.000000 predicted=23.733289, expected=28.000000 predicted=26.210111, expected=12.000000 predicted=22.346650, expected=16.000000 predicted=22.183226, expected=20.000000 predicted=22.178064, expected=32.000000 predicted=23.529470, expected=20.000000 predicted=21.886234, expected=24.000000 predicted=21.607206, expected=36.000000 predicted=26.063965, expected=8.000000 predicted=21.909239, expected=20.000000 predicted=22.317203, expected=8.000000 predicted=16.651032, expected=40.000000 predicted=24.648110, expected=24.000000 predicted=23.537598, expected=28.000000 predicted=23.537896, expected=8.000000 predicted=19.403225, expected=16.000000 predicted=19.254370, expected=16.000000 predicted=20.132233, expected=8.000000 predicted=15.462064, expected=20.000000 predicted=16.007011, expected=24.000000 predicted=16.719367, expected=56.000000 predicted=28.838269, expected=20.000000 predicted=25.753061, expected=28.000000 predicted=26.822867, expected=24.000000 predicted=27.079892, expected=16.000000 predicted=26.169838, expected=12.000000 predicted=23.001445, expected=4.000000 predicted=14.569122, expected=20.000000 predicted=16.562171, expected=8.000000 predicted=13.165140, expected=16.000000 predicted=13.209483, expected=16.000000 predicted=13.103173, expected=12.000000 predicted=13.063817, expected=12.000000 predicted=13.472310, expected=28.000000 predicted=16.987135, expected=40.000000 predicted=24.334912, expected=16.000000 predicted=21.804812, expected=24.000000 predicted=22.345753, expected=16.000000 predicted=21.175723, expected=8.000000 predicted=19.492185, expected=20.000000 predicted=19.288508, expected=8.000000 predicted=14.256541, expected=36.000000 predicted=20.854700, expected=12.000000 predicted=17.104400, expected=8.000000 predicted=14.777287, expected=16.000000 predicted=15.157943, expected=24.000000 predicted=18.261108, expected=36.000000 predicted=24.361202, expected=36.000000 predicted=25.528663, expected=8.000000 predicted=20.643714, expected=16.000000 predicted=20.566534, expected=12.000000 predicted=19.354244, expected=20.000000 predicted=20.739794, expected=16.000000 predicted=17.547519, expected=48.000000 predicted=24.333097, expected=20.000000 predicted=23.549687, expected=28.000000 predicted=25.017183, expected=16.000000 predicted=22.827661, expected=12.000000 predicted=21.270676, expected=12.000000 predicted=19.959673, expected=4.000000 predicted=13.185057, expected=36.000000 predicted=19.778462, expected=32.000000 predicted=22.045054, expected=20.000000 predicted=21.129030, expected=8.000000 predicted=16.629254, expected=16.000000 predicted=17.668585, expected=24.000000 predicted=22.338536, expected=12.000000 predicted=18.247283, expected=24.000000 predicted=18.063201, expected=20.000000 predicted=17.951366, expected=20.000000 predicted=19.802515, expected=36.000000 predicted=24.424677, expected=20.000000 predicted=22.787310, expected=4.000000 predicted=18.255512, expected=8.000000 predicted=14.881449, expected=28.000000 predicted=19.786589, expected=16.000000 predicted=19.130434, expected=12.000000 predicted=14.644149, expected=24.000000 predicted=16.096268, expected=8.000000 predicted=15.263803, expected=8.000000 predicted=14.447734, expected=20.000000 predicted=14.624672, expected=20.000000 predicted=16.467171, expected=12.000000 predicted=15.387797, expected=12.000000 predicted=12.921397, expected=16.000000 predicted=14.490100, expected=12.000000 predicted=14.883283, expected=24.000000 predicted=17.082057, expected=28.000000 predicted=19.361192, expected=28.000000 predicted=22.085016, expected=8.000000 predicted=18.092366, expected=12.000000 predicted=16.801050, expected=20.000000 predicted=19.090540, expected=12.000000 predicted=17.398481, expected=12.000000 predicted=14.753107, expected=12.000000 predicted=12.265811, expected=44.000000 predicted=22.306788, expected=12.000000 predicted=19.302741, expected=8.000000 predicted=15.638491, expected=16.000000 predicted=15.784851, expected=4.000000 predicted=14.143141, expected=12.000000 predicted=14.825388, expected=4.000000 predicted=8.330761, expected=12.000000 predicted=9.591312, expected=20.000000 predicted=12.495799, expected=32.000000 predicted=17.466975, expected=8.000000 predicted=14.838336, expected=8.000000 predicted=12.842467, expected=20.000000 predicted=16.107505, expected=24.000000 predicted=19.668967, expected=20.000000 predicted=19.403580, expected=20.000000 predicted=17.432455, expected=4.000000 predicted=14.237091, expected=16.000000 predicted=16.319395, expected=16.000000 predicted=16.203017, expected=40.000000 predicted=22.688019, expected=16.000000 predicted=19.486958, expected=20.000000 predicted=19.058181, expected=44.000000 predicted=27.397162, expected=8.000000 predicted=23.032834, expected=20.000000 predicted=23.464326, expected=8.000000 predicted=16.802342, expected=20.000000 predicted=19.711638, expected=28.000000 predicted=21.818480, expected=44.000000 predicted=25.547804, expected=44.000000 predicted=31.149473, expected=36.000000 predicted=32.125400, expected=56.000000 predicted=40.821493, expected=28.000000 predicted=38.588327, expected=4.000000 predicted=30.252812, expected=4.000000 predicted=22.040937, expected=28.000000 predicted=24.674615, expected=20.000000 predicted=23.305345, expected=20.000000 predicted=18.470317, expected=20.000000 predicted=16.655435, expected=24.000000 predicted=20.187977, expected=28.000000 predicted=24.197034, expected=24.000000 predicted=23.337789, expected=20.000000 predicted=22.360378, expected=32.000000 predicted=25.551723, expected=16.000000 predicted=23.085131, expected=4.000000 predicted=17.719980, expected=12.000000 predicted=15.652344, expected=12.000000 predicted=14.804733, expected=16.000000 predicted=15.419165, expected=8.000000 predicted=10.993792, expected=12.000000 predicted=10.790738, expected=16.000000 predicted=13.005409, expected=16.000000 predicted=14.060628, expected=8.000000 predicted=12.106185, expected=28.000000 predicted=16.544981, expected=8.000000 predicted=14.204758, expected=16.000000 predicted=15.387019, expected=20.000000 predicted=16.201104, expected=20.000000 predicted=17.664279, expected=12.000000 predicted=16.652910, expected=28.000000 predicted=18.799848, expected=12.000000 predicted=17.445804, expected=4.000000 predicted=14.019988, expected=8.000000 predicted=11.924516, expected=12.000000 predicted=12.022546, expected=20.000000 predicted=15.016265, expected=24.000000 predicted=15.704042, expected=32.000000 predicted=19.998560, expected=16.000000 predicted=19.120349, expected=28.000000 predicted=22.786940, expected=16.000000 predicted=21.492203, expected=20.000000 predicted=22.016120, expected=12.000000 predicted=18.886675, expected=24.000000 predicted=19.691278, expected=12.000000 predicted=17.758763, expected=12.000000 predicted=15.249371, expected=12.000000 predicted=14.269539, expected=16.000000 predicted=14.660559, expected=20.000000 predicted=16.741422, expected=20.000000 predicted=16.541266, expected=20.000000 predicted=17.543941, expected=12.000000 predicted=16.035756, expected=20.000000 predicted=17.904220, expected=32.000000 predicted=22.448927, expected=12.000000 predicted=19.098217, expected=20.000000 predicted=19.211732, expected=12.000000 predicted=16.621964, expected=12.000000 predicted=16.691503, expected=32.000000 predicted=21.417000, expected=44.000000 predicted=26.534632, expected=16.000000 predicted=23.339264, expected=20.000000 predicted=21.912213, expected=4.000000 predicted=17.478629, expected=32.000000 predicted=24.782402, expected=32.000000 predicted=26.366233, expected=24.000000 predicted=22.976577, expected=16.000000 predicted=20.440427, expected=20.000000 predicted=20.473317, expected=24.000000 predicted=24.239755, expected=12.000000 predicted=20.055943, expected=40.000000 predicted=25.014989, expected=24.000000 predicted=23.771610, expected=24.000000 predicted=24.468164, expected=32.000000 predicted=26.497017, expected=12.000000 predicted=22.475842, expected=4.000000 predicted=19.091502, expected=8.000000 predicted=14.468188, expected=32.000000 predicted=20.333671, expected=8.000000 predicted=15.909179, expected=28.000000 predicted=17.357391, expected=20.000000 predicted=17.326724, expected=4.000000 predicted=15.041352, expected=8.000000 predicted=14.344414, expected=4.000000 predicted=9.986538, expected=8.000000 predicted=11.117984, expected=12.000000 predicted=9.745503, expected=8.000000 predicted=7.771026, expected=24.000000 predicted=12.799890, expected=12.000000 predicted=12.091497, expected=8.000000 predicted=11.542342, expected=8.000000 predicted=10.699698, expected=16.000000 predicted=12.816267, expected=24.000000 predicted=17.018874, expected=16.000000 predicted=15.115706, expected=16.000000 predicted=14.977327, expected=12.000000 predicted=14.489660, expected=8.000000 predicted=13.866800, expected=24.000000 predicted=17.385183, expected=16.000000 predicted=15.978651, expected=28.000000 predicted=19.371987, expected=8.000000 predicted=15.124464, expected=32.000000 predicted=20.771888, expected=12.000000 predicted=19.188825, expected=12.000000 predicted=17.011108, expected=4.000000 predicted=13.406072, expected=12.000000 predicted=12.422463, expected=24.000000 predicted=17.193929, expected=48.000000 predicted=24.237880, expected=16.000000 predicted=20.730419, expected=28.000000 predicted=22.458802, expected=8.000000 predicted=19.736519, expected=12.000000 predicted=20.146146, expected=20.000000 predicted=21.226907, expected=32.000000 predicted=21.721935, expected=40.000000 predicted=27.142952, expected=4.000000 predicted=17.890238, expected=8.000000 predicted=15.974934, expected=12.000000 predicted=16.889378, expected=16.000000 predicted=18.577317, expected=24.000000 predicted=18.993121, expected=4.000000 predicted=10.720600, expected=12.000000 predicted=11.797266, expected=28.000000 predicted=17.444915, expected=8.000000 predicted=15.293916, expected=8.000000 predicted=12.782611, expected=4.000000 predicted=8.797310, expected=12.000000 predicted=11.719228, expected=16.000000 predicted=13.451055, expected=36.000000 predicted=17.913857, expected=36.000000 predicted=22.606655, expected=16.000000 predicted=20.050265, expected=16.000000 predicted=19.963405, expected=12.000000 predicted=19.539119, expected=8.000000 predicted=18.528925, expected=16.000000 predicted=16.919054, expected=16.000000 predicted=14.573249, expected=24.000000 predicted=17.068427, expected=8.000000 predicted=13.420767, expected=12.000000 predicted=13.083769, expected=16.000000 predicted=14.992245, expected=8.000000 predicted=13.384408, expected=12.000000 predicted=12.953808, expected=16.000000 predicted=12.464112, expected=12.000000 predicted=12.895026, expected=20.000000 predicted=14.938440, expected=20.000000 predicted=15.705824, expected=20.000000 predicted=17.483732, expected=20.000000 predicted=18.310589, expected=28.000000 predicted=21.222350, expected=20.000000 predicted=21.528080, expected=32.000000 predicted=24.632939, expected=24.000000 predicted=24.285754, expected=12.000000 predicted=20.987862, expected=16.000000 predicted=20.130443, expected=16.000000 predicted=19.024982, expected=24.000000 predicted=21.482145, expected=16.000000 predicted=18.154258, expected=24.000000 predicted=18.824751, expected=24.000000 predicted=20.709564, expected=32.000000 predicted=24.460594, expected=20.000000 predicted=23.251485, expected=16.000000 predicted=20.664565, expected=40.000000 predicted=27.560690, expected=12.000000 predicted=23.174869, expected=32.000000 predicted=25.979438, expected=28.000000 predicted=25.046882, expected=28.000000 predicted=26.869210, expected=16.000000 predicted=24.448426, expected=28.000000 predicted=23.851377, expected=32.000000 predicted=28.250973, expected=24.000000 predicted=26.413921, expected=12.000000 predicted=21.374996, expected=24.000000 predicted=21.865083, expected=20.000000 predicted=22.936268, expected=8.000000 predicted=18.444385, expected=16.000000 predicted=16.414509, expected=24.000000 predicted=18.205037, expected=32.000000 predicted=23.199002, expected=16.000000 predicted=19.598651, expected=16.000000 predicted=17.718616, expected=12.000000 predicted=17.506719, expected=16.000000 predicted=18.552364, expected=24.000000 predicted=20.207103, expected=24.000000 predicted=19.495928, expected=20.000000 predicted=19.198395, expected=12.000000 predicted=16.807841, expected=20.000000 predicted=18.835638, expected=16.000000 predicted=18.904352, expected=12.000000 predicted=16.618529, expected=16.000000 Test MSE: 111.101
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857])] predicted=104.366295, expected=116.000000 predicted=92.959773, expected=132.000000 predicted=103.619786, expected=4.000000 predicted=40.806755, expected=4.000000 predicted=32.478894, expected=4.000000 predicted=33.583362, expected=4.000000 predicted=45.303833, expected=20.000000 predicted=64.390906, expected=144.000000 predicted=83.304085, expected=72.000000 predicted=29.129955, expected=120.000000 predicted=78.186659, expected=64.000000 predicted=40.306144, expected=60.000000 predicted=46.496432, expected=64.000000 predicted=99.686362, expected=44.000000 predicted=53.347155, expected=84.000000 predicted=99.781415, expected=176.000000 predicted=124.891503, expected=80.000000 predicted=60.727547, expected=80.000000 predicted=83.977413, expected=64.000000 predicted=61.041280, expected=28.000000 predicted=50.324469, expected=60.000000 predicted=111.027999, expected=116.000000 predicted=96.751397, expected=176.000000 predicted=127.639629, expected=104.000000 predicted=81.224730, expected=64.000000 predicted=58.548519, expected=60.000000 predicted=68.121094, expected=56.000000 predicted=79.772080, expected=92.000000 predicted=124.957792, expected=144.000000 predicted=122.521123, expected=172.000000 predicted=120.493566, expected=108.000000 predicted=85.682177, expected=64.000000 predicted=69.490531, expected=104.000000 predicted=106.047725, expected=56.000000 predicted=86.973436, expected=72.000000 predicted=116.071352, expected=132.000000 predicted=121.581095, expected=136.000000 predicted=97.627581, expected=60.000000 predicted=77.593247, expected=80.000000 predicted=80.428557, expected=52.000000 predicted=59.701969, expected=56.000000 predicted=87.595953, expected=48.000000 predicted=84.761762, expected=120.000000 predicted=94.254837, expected=104.000000 predicted=86.179736, expected=76.000000 predicted=66.367399, expected=76.000000 predicted=73.457885, expected=64.000000 predicted=57.374584, expected=48.000000 predicted=78.127169, expected=64.000000 predicted=82.188350, expected=120.000000 predicted=99.248960, expected=80.000000 predicted=71.324758, expected=52.000000 predicted=61.069496, expected=64.000000 predicted=62.907900, expected=84.000000 predicted=73.201366, expected=44.000000 predicted=72.101022, expected=56.000000 predicted=70.214940, expected=124.000000 predicted=93.522197, expected=128.000000 predicted=91.934631, expected=76.000000 predicted=78.267592, expected=52.000000 predicted=57.027094, expected=80.000000 predicted=73.671471, expected=60.000000 predicted=81.785763, expected=88.000000 predicted=105.108897, expected=136.000000 predicted=108.853630, expected=128.000000 predicted=89.697982, expected=68.000000 predicted=74.274133, expected=48.000000 predicted=61.731743, expected=100.000000 predicted=97.802613, expected=80.000000 predicted=95.324263, expected=68.000000 predicted=93.403213, expected=88.000000 predicted=83.153529, expected=116.000000 predicted=84.659975, expected=76.000000 predicted=81.933603, expected=72.000000 predicted=80.110699, expected=40.000000 predicted=53.874209, expected=48.000000 predicted=66.595536, expected=48.000000 predicted=75.481494, expected=124.000000 predicted=102.133126, expected=100.000000 predicted=79.893486, expected=44.000000 predicted=43.712474, expected=44.000000 predicted=55.369785, expected=56.000000 predicted=52.546880, expected=8.000000 predicted=52.613436, expected=88.000000 predicted=97.808111, expected=72.000000 predicted=52.298378, expected=96.000000 predicted=72.391623, expected=48.000000 predicted=52.241778, expected=56.000000 predicted=39.959034, expected=76.000000 predicted=81.657791, expected=52.000000 predicted=55.946357, expected=72.000000 predicted=84.316603, expected=96.000000 predicted=74.611740, expected=132.000000 predicted=95.978603, expected=68.000000 predicted=67.807992, expected=68.000000 predicted=68.751073, expected=52.000000 predicted=62.961316, expected=76.000000 predicted=83.282595, expected=60.000000 predicted=87.525058, expected=92.000000 predicted=82.284839, expected=60.000000 predicted=61.047661, expected=96.000000 predicted=79.497001, expected=64.000000 predicted=67.027841, expected=60.000000 predicted=61.356444, expected=56.000000 predicted=73.475666, expected=40.000000 predicted=47.440352, expected=108.000000 predicted=103.988119, expected=100.000000 predicted=77.381355, expected=80.000000 predicted=70.520257, expected=40.000000 predicted=51.948712, expected=60.000000 predicted=55.958835, expected=72.000000 predicted=84.526282, expected=44.000000 predicted=63.919683, expected=92.000000 predicted=90.083468, expected=104.000000 predicted=72.684330, expected=56.000000 predicted=54.411223, expected=44.000000 predicted=62.703994, expected=80.000000 predicted=67.373885, expected=44.000000 predicted=58.325501, expected=104.000000 predicted=106.138378, expected=116.000000 predicted=86.042285, expected=92.000000 predicted=67.999951, expected=52.000000 predicted=68.763345, expected=88.000000 predicted=74.652593, expected=60.000000 predicted=74.272156, expected=60.000000 predicted=84.059621, expected=60.000000 predicted=75.253985, expected=136.000000 predicted=98.833317, expected=148.000000 predicted=114.231154, expected=68.000000 predicted=62.156059, expected=32.000000 predicted=55.814473, expected=36.000000 predicted=52.159067, expected=44.000000 predicted=79.297747, expected=60.000000 predicted=94.018885, expected=112.000000 predicted=91.308164, expected=104.000000 predicted=67.860913, expected=48.000000 predicted=43.542094, expected=40.000000 predicted=50.170776, expected=72.000000 predicted=68.351795, expected=48.000000 predicted=68.928351, expected=52.000000 predicted=75.313358, expected=132.000000 predicted=97.614571, expected=72.000000 predicted=48.456075, expected=48.000000 predicted=63.490835, expected=40.000000 predicted=50.508450, expected=24.000000 predicted=34.374415, expected=80.000000 predicted=102.356104, expected=24.000000 predicted=37.873723, expected=48.000000 predicted=52.093733, expected=124.000000 predicted=88.595965, expected=68.000000 predicted=38.453004, expected=64.000000 predicted=76.425263, expected=36.000000 predicted=35.546192, expected=72.000000 predicted=62.695956, expected=56.000000 predicted=80.574047, expected=172.000000 predicted=127.014399, expected=156.000000 predicted=106.173601, expected=88.000000 predicted=65.449629, expected=36.000000 predicted=64.022487, expected=68.000000 predicted=69.405045, expected=64.000000 predicted=104.099467, expected=76.000000 predicted=106.963528, expected=60.000000 predicted=71.636598, expected=112.000000 predicted=80.969376, expected=44.000000 predicted=49.478931, expected=56.000000 predicted=64.891078, expected=44.000000 predicted=59.733054, expected=48.000000 predicted=51.001812, expected=36.000000 predicted=68.093652, expected=76.000000 predicted=62.719533, expected=176.000000 predicted=120.796186, expected=52.000000 predicted=36.938127, expected=24.000000 predicted=47.748978, expected=40.000000 predicted=48.172177, expected=24.000000 predicted=39.545724, expected=40.000000 predicted=97.062731, expected=116.000000 predicted=87.357821, expected=140.000000 predicted=81.287972, expected=56.000000 predicted=46.011227, expected=36.000000 predicted=43.048068, expected=48.000000 predicted=49.409143, expected=48.000000 predicted=72.032953, expected=68.000000 predicted=96.966434, expected=80.000000 predicted=67.829309, expected=92.000000 predicted=66.358196, expected=88.000000 predicted=70.257205, expected=192.000000 predicted=131.462287, expected=68.000000 predicted=57.966140, expected=76.000000 predicted=88.988403, expected=40.000000 predicted=68.710787, expected=108.000000 predicted=96.747466, expected=128.000000 predicted=148.477067, expected=32.000000 predicted=42.774553, expected=44.000000 predicted=70.277216, expected=88.000000 predicted=69.209505, expected=56.000000 predicted=68.764406, expected=80.000000 predicted=102.389657, expected=76.000000 predicted=57.311399, expected=120.000000 predicted=86.148116, expected=40.000000 predicted=57.114881, expected=52.000000 predicted=61.296123, expected=60.000000 predicted=70.633087, expected=32.000000 predicted=46.251453, expected=32.000000 predicted=71.824971, expected=108.000000 predicted=79.235992, expected=92.000000 predicted=65.361675, expected=72.000000 predicted=66.952138, expected=48.000000 predicted=47.380550, expected=84.000000 predicted=64.340301, expected=36.000000 predicted=62.298082, expected=52.000000 predicted=71.833559, expected=112.000000 predicted=95.033093, expected=144.000000 predicted=93.842164, expected=80.000000 predicted=77.826070, expected=68.000000 predicted=63.854024, expected=64.000000 predicted=63.456965, expected=68.000000 predicted=84.284703, expected=60.000000 predicted=94.177686, expected=124.000000 predicted=105.165932, expected=144.000000 predicted=104.773548, expected=72.000000 predicted=65.122364, expected=60.000000 predicted=74.082958, expected=204.000000 predicted=145.824638, expected=52.000000 predicted=64.770553, expected=52.000000 predicted=104.991233, expected=84.000000 predicted=88.801312, expected=100.000000 predicted=71.626353, expected=68.000000 predicted=123.170777, expected=68.000000 predicted=66.053379, expected=80.000000 predicted=69.522776, expected=48.000000 predicted=60.580967, expected=68.000000 predicted=84.394237, expected=124.000000 predicted=98.345742, expected=120.000000 predicted=89.389634, expected=76.000000 predicted=78.273462, expected=80.000000 predicted=74.449012, expected=104.000000 predicted=88.907156, expected=44.000000 predicted=73.404366, expected=76.000000 predicted=100.608344, expected=48.000000 predicted=58.948578, expected=32.000000 predicted=51.935003, expected=68.000000 predicted=86.335367, expected=64.000000 predicted=50.272743, expected=64.000000 predicted=67.624251, expected=124.000000 predicted=92.646530, expected=96.000000 predicted=62.182059, expected=104.000000 predicted=90.568943, expected=72.000000 predicted=71.673293, expected=88.000000 predicted=79.928936, expected=32.000000 predicted=70.752805, expected=64.000000 predicted=81.359622, expected=88.000000 predicted=92.425555, expected=112.000000 predicted=88.344573, expected=40.000000 predicted=59.436037, expected=40.000000 predicted=45.572731, expected=40.000000 predicted=52.899904, expected=40.000000 predicted=56.451604, expected=24.000000 predicted=60.930293, expected=100.000000 predicted=75.074258, expected=96.000000 predicted=63.795731, expected=52.000000 predicted=45.334518, expected=48.000000 predicted=53.599194, expected=52.000000 predicted=41.322198, expected=28.000000 predicted=55.917390, expected=44.000000 predicted=67.904849, expected=64.000000 predicted=57.283804, expected=148.000000 predicted=100.476541, expected=40.000000 predicted=37.284203, expected=44.000000 predicted=48.565090, expected=28.000000 predicted=41.455796, expected=32.000000 predicted=41.449140, expected=28.000000 predicted=78.644976, expected=120.000000 predicted=83.869689, expected=128.000000 predicted=81.940088, expected=96.000000 predicted=64.235312, expected=52.000000 predicted=52.364360, expected=64.000000 predicted=54.600802, expected=72.000000 predicted=90.077131, expected=44.000000 predicted=76.231844, expected=52.000000 predicted=73.956456, expected=44.000000 predicted=47.477846, expected=36.000000 predicted=46.943628, expected=56.000000 predicted=63.761914, expected=52.000000 predicted=45.931636, expected=52.000000 predicted=51.331688, expected=64.000000 predicted=56.327753, expected=56.000000 predicted=45.891149, expected=108.000000 predicted=85.712169, expected=72.000000 predicted=58.861512, expected=44.000000 predicted=50.121210, expected=56.000000 predicted=65.851625, expected=60.000000 predicted=55.473731, expected=68.000000 predicted=82.319135, expected=88.000000 predicted=80.365726, expected=116.000000 predicted=82.788440, expected=76.000000 predicted=64.802269, expected=60.000000 predicted=65.104363, expected=84.000000 predicted=81.030223, expected=32.000000 predicted=51.816464, expected=40.000000 predicted=76.327986, expected=116.000000 predicted=99.291017, expected=128.000000 predicted=87.273510, expected=56.000000 predicted=66.085915, expected=60.000000 predicted=60.087624, expected=76.000000 predicted=62.228970, expected=24.000000 predicted=57.672373, expected=64.000000 predicted=96.297908, expected=136.000000 predicted=98.301090, expected=116.000000 predicted=80.348749, expected=36.000000 predicted=56.873086, expected=36.000000 predicted=44.422019, expected=64.000000 predicted=64.151684, expected=36.000000 predicted=70.920816, expected=56.000000 predicted=83.789612, expected=44.000000 predicted=40.392815, expected=100.000000 predicted=71.308725, expected=56.000000 predicted=54.711079, expected=28.000000 predicted=34.727495, expected=36.000000 predicted=51.612608, expected=40.000000 predicted=38.628919, expected=44.000000 predicted=65.251999, expected=48.000000 predicted=50.998184, expected=88.000000 predicted=61.520335, expected=56.000000 predicted=43.207254, expected=60.000000 predicted=54.333712, expected=52.000000 predicted=51.050473, expected=40.000000 predicted=42.375933, expected=68.000000 predicted=77.725131, expected=68.000000 predicted=59.285096, expected=56.000000 predicted=56.364195, expected=20.000000 predicted=36.798358, expected=32.000000 predicted=39.487163, expected=16.000000 predicted=36.749420, expected=40.000000 predicted=50.862234, expected=84.000000 predicted=69.580429, expected=112.000000 predicted=65.933000, expected=180.000000 predicted=113.902946, expected=56.000000 predicted=34.469132, expected=32.000000 predicted=49.833779, expected=40.000000 predicted=67.711334, expected=40.000000 predicted=63.135693, expected=84.000000 predicted=122.506722, expected=104.000000 predicted=78.643375, expected=152.000000 predicted=97.389268, expected=76.000000 predicted=58.089088, expected=56.000000 predicted=58.014368, expected=84.000000 predicted=90.090544, expected=48.000000 predicted=65.184222, expected=52.000000 predicted=96.528517, expected=96.000000 predicted=88.630855, expected=104.000000 predicted=76.441495, expected=96.000000 predicted=89.312044, expected=92.000000 predicted=76.458985, expected=44.000000 predicted=48.885966, expected=20.000000 predicted=57.357110, expected=72.000000 predicted=88.278148, expected=76.000000 predicted=76.276149, expected=88.000000 predicted=86.618401, expected=36.000000 predicted=41.155718, expected=8.000000 predicted=19.097457, expected=24.000000 predicted=48.832957, expected=32.000000 predicted=46.313290, expected=44.000000 predicted=59.463265, expected=96.000000 predicted=69.109497, expected=132.000000 predicted=73.362713, expected=60.000000 predicted=40.862532, expected=40.000000 predicted=46.831023, expected=52.000000 predicted=53.958525, expected=40.000000 predicted=58.860181, expected=84.000000 predicted=103.790196, expected=88.000000 predicted=71.837491, expected=68.000000 predicted=54.235299, expected=48.000000 predicted=54.228167, expected=48.000000 predicted=47.328979, expected=64.000000 predicted=71.494251, expected=36.000000 predicted=55.241918, expected=60.000000 predicted=65.775935, expected=92.000000 predicted=71.552744, expected=44.000000 predicted=40.456358, expected=72.000000 predicted=74.187867, expected=52.000000 predicted=44.750002, expected=72.000000 predicted=65.727911, expected=56.000000 predicted=70.853262, expected=64.000000 predicted=55.642617, expected=76.000000 predicted=74.454551, expected=116.000000 predicted=85.982164, expected=60.000000 predicted=61.268849, expected=20.000000 predicted=41.691797, expected=48.000000 predicted=62.092343, expected=48.000000 predicted=54.406956, expected=156.000000 predicted=134.950057, expected=64.000000 predicted=52.578129, expected=144.000000 predicted=97.649090, expected=68.000000 predicted=59.998389, expected=92.000000 predicted=74.185293, expected=68.000000 predicted=109.283980, expected=56.000000 predicted=57.735858, expected=68.000000 predicted=102.748692, expected=80.000000 predicted=72.363871, expected=112.000000 predicted=100.517252, expected=44.000000 predicted=52.142667, expected=68.000000 predicted=69.610477, expected=48.000000 predicted=57.492242, expected=48.000000 predicted=59.560206, expected=92.000000 predicted=100.856682, expected=60.000000 predicted=48.034835, expected=80.000000 predicted=76.672524, expected=100.000000 predicted=78.264622, expected=36.000000 predicted=38.266552, expected=84.000000 predicted=93.516968, expected=52.000000 predicted=53.372163, expected=76.000000 predicted=76.261412, expected=140.000000 predicted=121.520185, expected=56.000000 predicted=40.757027, expected=44.000000 predicted=69.737148, expected=72.000000 predicted=69.130651, expected=52.000000 predicted=56.285637, expected=48.000000 predicted=87.228794, expected=40.000000 predicted=48.860051, expected=108.000000 predicted=79.368732, expected=72.000000 predicted=65.101822, expected=48.000000 predicted=52.126874, expected=44.000000 predicted=52.253779, expected=40.000000 predicted=39.804458, expected=60.000000 Test MSE: 1113.392
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764])] predicted=51.877919, expected=88.000000 predicted=90.648781, expected=120.000000 predicted=121.007001, expected=112.000000 predicted=82.390499, expected=128.000000 predicted=84.951352, expected=56.000000 predicted=49.154205, expected=68.000000 predicted=80.055089, expected=48.000000 predicted=85.171837, expected=12.000000 predicted=60.272355, expected=64.000000 predicted=91.597627, expected=108.000000 predicted=78.933955, expected=136.000000 predicted=98.192177, expected=76.000000 predicted=65.298860, expected=48.000000 predicted=36.914067, expected=28.000000 predicted=50.512123, expected=64.000000 predicted=83.098288, expected=20.000000 predicted=74.356455, expected=112.000000 predicted=88.900316, expected=152.000000 predicted=98.763131, expected=64.000000 predicted=48.157234, expected=60.000000 predicted=67.022744, expected=20.000000 predicted=27.167033, expected=72.000000 predicted=88.125529, expected=68.000000 predicted=104.988284, expected=124.000000 predicted=89.855460, expected=152.000000 predicted=105.587082, expected=64.000000 predicted=47.349071, expected=28.000000 predicted=55.242724, expected=44.000000 predicted=59.801266, expected=68.000000 predicted=92.093414, expected=48.000000 predicted=94.440377, expected=72.000000 predicted=66.737878, expected=48.000000 predicted=40.530219, expected=44.000000 predicted=44.676803, expected=76.000000 predicted=71.214915, expected=44.000000 predicted=46.613382, expected=60.000000 predicted=64.633962, expected=72.000000 predicted=60.755689, expected=92.000000 predicted=67.263975, expected=56.000000 predicted=66.346730, expected=76.000000 predicted=61.424744, expected=44.000000 predicted=54.459143, expected=28.000000 predicted=50.140892, expected=64.000000 predicted=76.114045, expected=104.000000 predicted=77.444493, expected=52.000000 predicted=63.028031, expected=144.000000 predicted=92.637445, expected=36.000000 predicted=39.150880, expected=40.000000 predicted=52.790292, expected=24.000000 predicted=66.965974, expected=76.000000 predicted=60.499600, expected=88.000000 predicted=110.346949, expected=84.000000 predicted=59.507913, expected=104.000000 predicted=73.065512, expected=44.000000 predicted=39.602674, expected=20.000000 predicted=50.202903, expected=44.000000 predicted=65.923260, expected=36.000000 predicted=58.229286, expected=68.000000 predicted=80.818387, expected=148.000000 predicted=92.330948, expected=60.000000 predicted=43.819837, expected=20.000000 predicted=36.179450, expected=88.000000 predicted=64.024107, expected=48.000000 predicted=58.254908, expected=96.000000 predicted=115.361984, expected=64.000000 predicted=63.766562, expected=92.000000 predicted=56.636417, expected=168.000000 predicted=123.863474, expected=52.000000 predicted=56.648005, expected=76.000000 predicted=86.577986, expected=24.000000 predicted=50.643499, expected=60.000000 predicted=74.946752, expected=64.000000 predicted=109.470522, expected=112.000000 predicted=78.891076, expected=84.000000 predicted=79.516918, expected=68.000000 predicted=49.692205, expected=56.000000 predicted=60.882042, expected=76.000000 predicted=70.839069, expected=36.000000 predicted=73.841342, expected=68.000000 predicted=73.388730, expected=100.000000 predicted=81.858773, expected=80.000000 predicted=68.567903, expected=108.000000 predicted=89.840148, expected=72.000000 predicted=58.828624, expected=48.000000 predicted=61.106561, expected=68.000000 predicted=82.939495, expected=48.000000 predicted=65.206381, expected=104.000000 predicted=100.213490, expected=72.000000 predicted=72.604092, expected=44.000000 predicted=48.827344, expected=60.000000 predicted=64.011049, expected=48.000000 predicted=50.756325, expected=60.000000 predicted=78.650409, expected=56.000000 predicted=62.893704, expected=68.000000 predicted=56.020772, expected=120.000000 predicted=86.623194, expected=96.000000 predicted=73.721969, expected=40.000000 predicted=54.032504, expected=56.000000 predicted=58.232393, expected=40.000000 predicted=56.913169, expected=40.000000 predicted=76.904280, expected=72.000000 predicted=79.174790, expected=92.000000 predicted=65.024429, expected=68.000000 predicted=62.458900, expected=52.000000 predicted=48.454454, expected=52.000000 predicted=48.736250, expected=52.000000 predicted=62.347720, expected=52.000000 predicted=69.996749, expected=92.000000 predicted=76.823796, expected=64.000000 predicted=59.225936, expected=96.000000 predicted=72.791778, expected=88.000000 predicted=71.460556, expected=84.000000 predicted=70.144681, expected=88.000000 predicted=89.277173, expected=68.000000 predicted=68.927392, expected=124.000000 predicted=106.495649, expected=116.000000 predicted=101.879615, expected=80.000000 predicted=84.343707, expected=36.000000 predicted=65.582057, expected=32.000000 predicted=53.756288, expected=92.000000 predicted=102.890493, expected=100.000000 predicted=103.180057, expected=96.000000 predicted=85.501864, expected=76.000000 predicted=59.060677, expected=60.000000 predicted=51.458305, expected=96.000000 predicted=92.630549, expected=80.000000 predicted=89.580455, expected=80.000000 predicted=86.545256, expected=80.000000 predicted=78.198528, expected=164.000000 predicted=109.389808, expected=156.000000 predicted=124.791621, expected=24.000000 predicted=59.647003, expected=28.000000 predicted=59.291705, expected=48.000000 predicted=68.499388, expected=56.000000 predicted=104.002314, expected=44.000000 predicted=91.034671, expected=128.000000 predicted=73.305769, expected=108.000000 predicted=69.585597, expected=64.000000 predicted=59.020806, expected=56.000000 predicted=59.938292, expected=36.000000 predicted=45.770991, expected=44.000000 predicted=82.564180, expected=80.000000 predicted=88.737373, expected=136.000000 predicted=95.784211, expected=96.000000 predicted=76.380497, expected=96.000000 predicted=69.137564, expected=36.000000 predicted=47.385615, expected=52.000000 predicted=68.160336, expected=24.000000 predicted=78.198721, expected=60.000000 predicted=74.110063, expected=64.000000 predicted=76.041483, expected=156.000000 predicted=91.936025, expected=60.000000 predicted=59.771110, expected=52.000000 predicted=41.998822, expected=40.000000 predicted=54.744127, expected=52.000000 predicted=59.038675, expected=48.000000 predicted=95.902208, expected=156.000000 predicted=101.894449, expected=92.000000 predicted=73.979344, expected=76.000000 predicted=60.086235, expected=52.000000 predicted=57.753084, expected=56.000000 predicted=55.402024, expected=76.000000 predicted=110.909812, expected=92.000000 predicted=89.190120, expected=88.000000 predicted=80.920769, expected=72.000000 predicted=63.979424, expected=68.000000 predicted=64.273350, expected=40.000000 predicted=60.284028, expected=52.000000 predicted=70.883184, expected=72.000000 predicted=77.877699, expected=80.000000 predicted=74.090114, expected=112.000000 predicted=87.333157, expected=76.000000 predicted=61.046219, expected=44.000000 predicted=51.475855, expected=64.000000 predicted=69.162486, expected=52.000000 predicted=66.870953, expected=16.000000 predicted=62.657179, expected=52.000000 predicted=61.609873, expected=132.000000 predicted=84.362282, expected=96.000000 predicted=78.713414, expected=96.000000 predicted=74.147887, expected=68.000000 predicted=48.654988, expected=60.000000 predicted=59.679508, expected=60.000000 predicted=94.178398, expected=124.000000 predicted=105.934407, expected=40.000000 predicted=69.778341, expected=140.000000 predicted=98.923322, expected=64.000000 predicted=68.467788, expected=80.000000 predicted=69.348402, expected=84.000000 predicted=103.596967, expected=24.000000 predicted=38.549822, expected=76.000000 predicted=101.563842, expected=104.000000 predicted=82.888461, expected=140.000000 predicted=106.006473, expected=32.000000 predicted=62.670540, expected=32.000000 predicted=33.159268, expected=48.000000 predicted=64.577870, expected=64.000000 predicted=81.293689, expected=84.000000 predicted=104.041880, expected=140.000000 predicted=82.958698, expected=108.000000 predicted=72.837091, expected=32.000000 predicted=46.245166, expected=36.000000 predicted=54.037340, expected=64.000000 predicted=74.984661, expected=80.000000 predicted=104.402168, expected=64.000000 predicted=82.291341, expected=88.000000 predicted=60.054028, expected=124.000000 predicted=80.156241, expected=88.000000 predicted=77.931690, expected=60.000000 predicted=71.994950, expected=32.000000 predicted=52.947730, expected=52.000000 predicted=70.221447, expected=80.000000 predicted=97.205599, expected=120.000000 predicted=98.764330, expected=104.000000 predicted=81.417089, expected=84.000000 predicted=61.403196, expected=8.000000 predicted=37.570639, expected=68.000000 predicted=73.703007, expected=72.000000 predicted=94.086823, expected=80.000000 predicted=87.180889, expected=120.000000 predicted=97.433040, expected=112.000000 predicted=63.512003, expected=28.000000 predicted=53.102254, expected=48.000000 predicted=62.133460, expected=56.000000 predicted=69.928184, expected=44.000000 predicted=79.199414, expected=48.000000 predicted=76.053770, expected=96.000000 predicted=60.766091, expected=136.000000 predicted=89.407140, expected=92.000000 predicted=75.102712, expected=44.000000 predicted=48.923992, expected=52.000000 predicted=54.845742, expected=76.000000 predicted=85.678407, expected=84.000000 predicted=104.953396, expected=92.000000 predicted=88.979758, expected=144.000000 predicted=92.763233, expected=112.000000 predicted=84.661046, expected=76.000000 predicted=78.872052, expected=124.000000 predicted=105.019847, expected=60.000000 predicted=80.547865, expected=84.000000 predicted=110.503866, expected=144.000000 predicted=124.712444, expected=72.000000 predicted=77.361616, expected=60.000000 predicted=91.369920, expected=128.000000 predicted=94.162932, expected=84.000000 predicted=85.784296, expected=120.000000 predicted=126.670538, expected=76.000000 predicted=77.847755, expected=96.000000 predicted=79.876926, expected=84.000000 predicted=105.468488, expected=88.000000 predicted=86.556594, expected=72.000000 predicted=95.254710, expected=72.000000 predicted=75.092313, expected=72.000000 predicted=83.602869, expected=112.000000 predicted=95.492647, expected=40.000000 predicted=66.719111, expected=24.000000 predicted=50.167060, expected=16.000000 predicted=46.414705, expected=40.000000 predicted=54.507527, expected=36.000000 predicted=69.088404, expected=112.000000 predicted=70.542017, expected=136.000000 predicted=78.218004, expected=52.000000 predicted=39.157112, expected=40.000000 predicted=44.560011, expected=20.000000 predicted=34.438998, expected=80.000000 predicted=91.644321, expected=52.000000 predicted=89.544032, expected=108.000000 predicted=75.684228, expected=180.000000 predicted=106.857064, expected=100.000000 predicted=65.503709, expected=44.000000 predicted=66.780045, expected=24.000000 predicted=45.650744, expected=60.000000 predicted=83.923796, expected=64.000000 predicted=114.929964, expected=136.000000 predicted=110.689922, expected=140.000000 predicted=91.188386, expected=48.000000 predicted=42.279030, expected=40.000000 predicted=54.644509, expected=40.000000 predicted=56.398013, expected=76.000000 predicted=101.604476, expected=80.000000 predicted=104.189902, expected=140.000000 predicted=90.474261, expected=100.000000 predicted=72.320697, expected=48.000000 predicted=48.916007, expected=76.000000 predicted=77.971540, expected=44.000000 predicted=65.172582, expected=52.000000 predicted=92.475913, expected=64.000000 predicted=79.689422, expected=108.000000 predicted=76.023000, expected=96.000000 predicted=84.641929, expected=76.000000 predicted=61.922179, expected=76.000000 predicted=66.535625, expected=56.000000 predicted=62.948870, expected=56.000000 predicted=81.100842, expected=60.000000 predicted=76.884178, expected=96.000000 predicted=83.607301, expected=152.000000 predicted=110.024118, expected=80.000000 predicted=70.756536, expected=48.000000 predicted=55.952950, expected=56.000000 predicted=62.142892, expected=36.000000 predicted=67.495208, expected=52.000000 predicted=96.973436, expected=128.000000 predicted=99.000052, expected=88.000000 predicted=68.439096, expected=104.000000 predicted=79.323035, expected=76.000000 predicted=60.419742, expected=12.000000 predicted=38.000548, expected=76.000000 predicted=98.536809, expected=60.000000 predicted=73.995453, expected=120.000000 predicted=106.005295, expected=100.000000 predicted=86.843195, expected=116.000000 predicted=66.075961, expected=40.000000 predicted=62.836283, expected=60.000000 predicted=62.274322, expected=104.000000 predicted=109.306288, expected=60.000000 predicted=80.539913, expected=148.000000 predicted=124.487877, expected=72.000000 predicted=61.497927, expected=48.000000 predicted=57.601816, expected=56.000000 predicted=79.893446, expected=52.000000 predicted=59.268488, expected=32.000000 predicted=86.899917, expected=64.000000 predicted=65.382110, expected=60.000000 predicted=54.186955, expected=56.000000 predicted=55.611081, expected=56.000000 predicted=53.753542, expected=44.000000 predicted=40.293701, expected=12.000000 predicted=39.674608, expected=24.000000 predicted=41.491883, expected=48.000000 predicted=50.225368, expected=92.000000 predicted=69.900591, expected=44.000000 predicted=44.710544, expected=32.000000 predicted=24.362528, expected=48.000000 predicted=37.600657, expected=20.000000 predicted=36.608434, expected=44.000000 predicted=64.225085, expected=104.000000 predicted=70.003764, expected=76.000000 predicted=54.906957, expected=56.000000 predicted=52.577716, expected=56.000000 predicted=40.860306, expected=40.000000 predicted=45.419696, expected=56.000000 predicted=77.535481, expected=128.000000 predicted=96.754095, expected=132.000000 predicted=92.444347, expected=72.000000 predicted=66.691251, expected=36.000000 predicted=43.196759, expected=40.000000 predicted=52.337924, expected=28.000000 predicted=77.856110, expected=44.000000 predicted=83.647128, expected=128.000000 predicted=93.689708, expected=100.000000 predicted=68.126293, expected=76.000000 predicted=59.321905, expected=64.000000 predicted=49.518834, expected=52.000000 predicted=52.319970, expected=108.000000 predicted=113.502288, expected=40.000000 predicted=71.595694, expected=84.000000 predicted=77.622932, expected=120.000000 predicted=89.966113, expected=52.000000 predicted=56.851317, expected=20.000000 predicted=64.615563, expected=44.000000 predicted=44.254803, expected=52.000000 predicted=67.694117, expected=60.000000 predicted=85.374050, expected=124.000000 predicted=83.277889, expected=116.000000 predicted=68.731620, expected=80.000000 predicted=64.684242, expected=32.000000 predicted=46.842236, expected=60.000000 predicted=62.380460, expected=80.000000 predicted=99.565648, expected=32.000000 predicted=73.393133, expected=112.000000 predicted=90.805340, expected=120.000000 predicted=75.920050, expected=72.000000 predicted=68.525987, expected=60.000000 predicted=71.036199, expected=36.000000 predicted=39.546298, expected=96.000000 predicted=100.785345, expected=52.000000 predicted=84.740668, expected=152.000000 predicted=105.887964, expected=84.000000 predicted=74.636320, expected=32.000000 predicted=40.168279, expected=32.000000 predicted=65.013473, expected=72.000000 predicted=63.476367, expected=56.000000 predicted=100.070282, expected=76.000000 predicted=76.538824, expected=136.000000 predicted=81.094684, expected=96.000000 predicted=66.729855, expected=72.000000 predicted=73.763738, expected=60.000000 predicted=61.460076, expected=84.000000 predicted=81.082741, expected=64.000000 predicted=98.397362, expected=76.000000 predicted=84.322685, expected=96.000000 predicted=82.737037, expected=100.000000 predicted=80.201651, expected=80.000000 predicted=82.417572, expected=24.000000 predicted=48.512660, expected=28.000000 predicted=53.941934, expected=64.000000 predicted=77.919484, expected=56.000000 predicted=75.567886, expected=120.000000 predicted=94.045740, expected=144.000000 predicted=82.688440, expected=72.000000 predicted=54.938153, expected=52.000000 predicted=61.379551, expected=72.000000 predicted=66.920572, expected=56.000000 predicted=88.200604, expected=40.000000 predicted=89.407940, expected=96.000000 predicted=80.960668, expected=128.000000 predicted=87.978719, expected=60.000000 predicted=67.908714, expected=52.000000 predicted=56.440108, expected=16.000000 predicted=33.276924, expected=44.000000 predicted=69.215900, expected=164.000000 predicted=136.268477, expected=52.000000 predicted=58.443712, expected=96.000000 predicted=72.468293, expected=68.000000 predicted=46.390008, expected=72.000000 predicted=62.041120, expected=60.000000 predicted=108.231703, expected=68.000000 predicted=61.569428, expected=80.000000 predicted=85.848706, expected=164.000000 predicted=110.962391, expected=92.000000 predicted=84.142365, expected=112.000000 predicted=86.776501, expected=52.000000 predicted=65.818747, expected=20.000000 predicted=56.053346, expected=92.000000 predicted=121.301151, expected=68.000000 Test MSE: 1060.856
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076])] predicted=88.995250, expected=56.000000 predicted=48.911748, expected=56.000000 predicted=63.150465, expected=32.000000 predicted=50.552784, expected=52.000000 predicted=56.474035, expected=32.000000 predicted=66.326706, expected=28.000000 predicted=41.124351, expected=44.000000 predicted=46.236523, expected=60.000000 predicted=46.262239, expected=28.000000 predicted=37.984018, expected=40.000000 predicted=38.402938, expected=64.000000 predicted=47.239225, expected=28.000000 predicted=36.560268, expected=64.000000 predicted=59.468433, expected=40.000000 predicted=35.953960, expected=80.000000 predicted=62.212136, expected=40.000000 predicted=48.652635, expected=56.000000 predicted=48.516400, expected=32.000000 predicted=45.684757, expected=24.000000 predicted=35.811018, expected=32.000000 predicted=48.998818, expected=148.000000 predicted=90.634305, expected=104.000000 predicted=75.795301, expected=140.000000 predicted=94.530854, expected=28.000000 predicted=39.405530, expected=56.000000 predicted=61.111985, expected=52.000000 predicted=88.238765, expected=4.000000 predicted=50.742285, expected=20.000000 predicted=63.976519, expected=92.000000 predicted=58.555897, expected=160.000000 predicted=101.550304, expected=120.000000 predicted=86.289378, expected=44.000000 predicted=41.994688, expected=116.000000 predicted=83.862978, expected=24.000000 predicted=60.413507, expected=16.000000 predicted=79.171301, expected=28.000000 predicted=61.818680, expected=44.000000 predicted=44.248520, expected=60.000000 predicted=72.188291, expected=32.000000 predicted=29.846983, expected=44.000000 predicted=35.039435, expected=100.000000 predicted=65.174032, expected=48.000000 predicted=47.331718, expected=20.000000 predicted=42.049165, expected=52.000000 predicted=45.711201, expected=56.000000 predicted=50.821629, expected=52.000000 predicted=66.595285, expected=48.000000 predicted=47.428038, expected=84.000000 predicted=56.926500, expected=24.000000 predicted=38.928958, expected=32.000000 predicted=45.889334, expected=60.000000 predicted=53.936808, expected=124.000000 predicted=84.352849, expected=24.000000 predicted=48.955113, expected=52.000000 predicted=47.852056, expected=116.000000 predicted=76.668544, expected=76.000000 predicted=69.644102, expected=152.000000 predicted=128.422310, expected=52.000000 predicted=49.140848, expected=40.000000 predicted=59.481871, expected=40.000000 predicted=71.939097, expected=36.000000 predicted=56.444847, expected=32.000000 predicted=73.403147, expected=40.000000 predicted=43.354517, expected=44.000000 predicted=41.019407, expected=84.000000 predicted=60.625674, expected=12.000000 predicted=26.040391, expected=4.000000 predicted=23.591827, expected=12.000000 predicted=25.124616, expected=36.000000 predicted=37.049144, expected=100.000000 predicted=77.700932, expected=44.000000 predicted=30.519011, expected=112.000000 predicted=66.269600, expected=76.000000 predicted=51.819598, expected=36.000000 predicted=47.397834, expected=44.000000 predicted=67.126774, expected=72.000000 predicted=61.594463, expected=44.000000 predicted=68.236197, expected=44.000000 predicted=56.398159, expected=36.000000 predicted=38.499651, expected=32.000000 predicted=39.631474, expected=48.000000 predicted=54.016674, expected=36.000000 predicted=38.890371, expected=44.000000 predicted=43.285141, expected=28.000000 predicted=32.465418, expected=32.000000 predicted=33.938521, expected=32.000000 predicted=37.403101, expected=48.000000 predicted=41.419281, expected=68.000000 predicted=53.163527, expected=36.000000 predicted=34.716588, expected=28.000000 predicted=33.815450, expected=48.000000 predicted=41.987746, expected=32.000000 predicted=39.285540, expected=24.000000 predicted=41.291951, expected=24.000000 predicted=29.545857, expected=48.000000 predicted=38.311894, expected=28.000000 predicted=34.560046, expected=24.000000 predicted=28.699205, expected=32.000000 predicted=28.905602, expected=60.000000 predicted=42.782832, expected=40.000000 predicted=41.028398, expected=16.000000 predicted=25.161630, expected=64.000000 predicted=45.989858, expected=88.000000 predicted=59.815147, expected=76.000000 predicted=65.932553, expected=88.000000 predicted=67.443110, expected=112.000000 predicted=73.917324, expected=12.000000 predicted=44.006309, expected=20.000000 predicted=55.522363, expected=44.000000 predicted=55.812518, expected=24.000000 predicted=49.182787, expected=68.000000 predicted=74.624264, expected=20.000000 predicted=19.468552, expected=36.000000 predicted=33.332777, expected=20.000000 predicted=29.847853, expected=20.000000 predicted=25.333405, expected=60.000000 predicted=55.071191, expected=64.000000 predicted=42.720842, expected=100.000000 predicted=67.906444, expected=44.000000 predicted=38.361322, expected=56.000000 predicted=48.516194, expected=72.000000 predicted=65.808107, expected=60.000000 predicted=63.011027, expected=36.000000 predicted=61.456518, expected=76.000000 predicted=62.157368, expected=76.000000 predicted=65.276526, expected=40.000000 predicted=55.303861, expected=36.000000 predicted=48.711786, expected=16.000000 predicted=30.351505, expected=28.000000 predicted=47.010411, expected=64.000000 predicted=60.532641, expected=204.000000 predicted=117.139099, expected=64.000000 predicted=53.985873, expected=28.000000 predicted=41.598644, expected=32.000000 predicted=41.173985, expected=36.000000 predicted=54.851221, expected=12.000000 predicted=80.260160, expected=56.000000 predicted=53.561147, expected=36.000000 predicted=31.399279, expected=92.000000 predicted=62.322284, expected=76.000000 predicted=55.676432, expected=44.000000 predicted=38.853414, expected=16.000000 predicted=38.564040, expected=52.000000 predicted=48.381644, expected=32.000000 predicted=53.301787, expected=120.000000 predicted=90.144584, expected=32.000000 predicted=37.766147, expected=4.000000 predicted=22.118642, expected=36.000000 predicted=42.956580, expected=16.000000 predicted=26.864793, expected=52.000000 predicted=69.094935, expected=56.000000 predicted=40.939267, expected=104.000000 predicted=59.061698, expected=32.000000 predicted=36.805299, expected=72.000000 predicted=53.904140, expected=36.000000 predicted=45.316311, expected=104.000000 predicted=81.294391, expected=92.000000 predicted=87.561186, expected=40.000000 predicted=45.758122, expected=36.000000 predicted=55.086791, expected=16.000000 predicted=32.740055, expected=16.000000 predicted=51.369474, expected=24.000000 predicted=46.434489, expected=36.000000 predicted=34.497211, expected=24.000000 predicted=27.348302, expected=60.000000 predicted=38.985664, expected=116.000000 predicted=66.462690, expected=52.000000 predicted=43.253758, expected=8.000000 predicted=30.062403, expected=40.000000 predicted=38.983907, expected=12.000000 predicted=35.058891, expected=24.000000 predicted=55.865815, expected=48.000000 predicted=43.080379, expected=92.000000 predicted=52.109211, expected=28.000000 predicted=34.053102, expected=20.000000 predicted=24.922138, expected=20.000000 predicted=26.103730, expected=44.000000 predicted=44.670798, expected=8.000000 predicted=38.639045, expected=56.000000 predicted=41.386539, expected=32.000000 predicted=26.369238, expected=32.000000 predicted=29.779311, expected=76.000000 predicted=56.369297, expected=32.000000 predicted=26.493648, expected=12.000000 predicted=34.047524, expected=32.000000 predicted=33.091560, expected=36.000000 predicted=34.496404, expected=72.000000 predicted=64.623950, expected=16.000000 predicted=24.548427, expected=40.000000 predicted=32.412426, expected=8.000000 predicted=21.126907, expected=20.000000 predicted=29.215522, expected=16.000000 predicted=34.438054, expected=40.000000 predicted=28.611464, expected=56.000000 predicted=42.985258, expected=8.000000 predicted=12.761143, expected=24.000000 predicted=25.096155, expected=28.000000 predicted=23.936635, expected=4.000000 predicted=20.900509, expected=16.000000 predicted=29.469537, expected=52.000000 predicted=30.209418, expected=56.000000 predicted=38.565739, expected=12.000000 predicted=21.300494, expected=8.000000 predicted=12.884317, expected=60.000000 predicted=39.735400, expected=20.000000 predicted=31.901567, expected=40.000000 predicted=43.637210, expected=36.000000 predicted=26.244564, expected=44.000000 predicted=31.667125, expected=32.000000 predicted=41.330907, expected=40.000000 predicted=33.446716, expected=36.000000 predicted=37.310913, expected=40.000000 predicted=38.467167, expected=32.000000 predicted=36.686514, expected=40.000000 predicted=37.003918, expected=60.000000 predicted=48.528676, expected=24.000000 predicted=31.262136, expected=12.000000 predicted=27.584318, expected=32.000000 predicted=32.280676, expected=40.000000 predicted=37.822361, expected=24.000000 predicted=36.224619, expected=20.000000 predicted=23.050968, expected=44.000000 predicted=30.453358, expected=24.000000 predicted=27.519012, expected=132.000000 predicted=81.780082, expected=204.000000 predicted=112.883828, expected=56.000000 predicted=52.268904, expected=16.000000 predicted=47.191114, expected=32.000000 predicted=43.228240, expected=48.000000 predicted=81.260760, expected=64.000000 predicted=104.259605, expected=184.000000 predicted=113.447974, expected=84.000000 predicted=57.715047, expected=52.000000 predicted=57.684264, expected=24.000000 predicted=45.793102, expected=28.000000 predicted=52.298515, expected=20.000000 predicted=79.384187, expected=28.000000 predicted=47.320741, expected=56.000000 predicted=48.290236, expected=84.000000 predicted=53.588157, expected=48.000000 predicted=40.572927, expected=68.000000 predicted=50.630380, expected=24.000000 predicted=32.132974, expected=16.000000 predicted=38.456276, expected=12.000000 predicted=40.742102, expected=44.000000 predicted=42.730187, expected=88.000000 predicted=68.096824, expected=48.000000 predicted=37.503717, expected=60.000000 predicted=44.505174, expected=20.000000 predicted=24.278827, expected=28.000000 predicted=39.657809, expected=48.000000 predicted=58.846819, expected=32.000000 predicted=38.257318, expected=68.000000 predicted=58.893697, expected=24.000000 predicted=25.333175, expected=36.000000 predicted=36.252109, expected=12.000000 predicted=28.444917, expected=28.000000 predicted=31.557965, expected=16.000000 predicted=34.139085, expected=36.000000 predicted=29.971020, expected=48.000000 predicted=38.396578, expected=52.000000 predicted=34.749537, expected=28.000000 predicted=29.797409, expected=64.000000 predicted=44.291692, expected=36.000000 predicted=37.150588, expected=20.000000 predicted=35.198149, expected=32.000000 predicted=39.584035, expected=44.000000 predicted=37.165455, expected=16.000000 predicted=34.916949, expected=24.000000 predicted=29.467345, expected=44.000000 predicted=32.610293, expected=24.000000 predicted=27.752990, expected=44.000000 predicted=41.297217, expected=56.000000 predicted=37.695151, expected=40.000000 predicted=34.986544, expected=24.000000 predicted=34.325461, expected=40.000000 predicted=35.128385, expected=48.000000 predicted=44.577487, expected=32.000000 predicted=41.012745, expected=20.000000 predicted=30.099666, expected=64.000000 predicted=45.280873, expected=52.000000 predicted=44.619081, expected=44.000000 predicted=45.629693, expected=16.000000 predicted=26.867323, expected=16.000000 predicted=23.459794, expected=36.000000 predicted=44.208233, expected=20.000000 predicted=31.576317, expected=68.000000 predicted=51.649477, expected=40.000000 predicted=29.561121, expected=28.000000 predicted=27.730741, expected=8.000000 predicted=23.162610, expected=32.000000 predicted=29.301460, expected=32.000000 predicted=42.073965, expected=76.000000 predicted=54.374629, expected=44.000000 predicted=36.051652, expected=52.000000 predicted=37.452540, expected=16.000000 predicted=27.493967, expected=40.000000 predicted=39.784731, expected=24.000000 predicted=42.970656, expected=24.000000 predicted=33.003187, expected=44.000000 predicted=42.878657, expected=68.000000 predicted=43.462204, expected=104.000000 predicted=69.943671, expected=48.000000 predicted=41.590628, expected=28.000000 predicted=35.739468, expected=56.000000 predicted=53.232673, expected=24.000000 predicted=44.640496, expected=36.000000 predicted=60.145674, expected=16.000000 predicted=29.748172, expected=8.000000 predicted=20.123070, expected=32.000000 predicted=37.680374, expected=76.000000 predicted=47.834626, expected=104.000000 predicted=66.824026, expected=28.000000 predicted=28.748836, expected=44.000000 predicted=37.330453, expected=28.000000 predicted=35.089589, expected=24.000000 predicted=47.206473, expected=32.000000 predicted=55.409527, expected=20.000000 predicted=24.730674, expected=84.000000 predicted=59.831745, expected=24.000000 predicted=26.644840, expected=40.000000 predicted=36.755728, expected=4.000000 predicted=19.570860, expected=32.000000 predicted=30.411512, expected=4.000000 predicted=33.387841, expected=88.000000 predicted=54.378198, expected=88.000000 predicted=58.854240, expected=8.000000 predicted=16.161321, expected=32.000000 predicted=36.658169, expected=28.000000 predicted=24.007568, expected=40.000000 predicted=56.152374, expected=28.000000 predicted=47.071582, expected=40.000000 predicted=28.231487, expected=76.000000 predicted=52.776504, expected=24.000000 predicted=28.855537, expected=16.000000 predicted=30.513881, expected=24.000000 predicted=27.956744, expected=44.000000 predicted=40.792816, expected=24.000000 predicted=41.180203, expected=56.000000 predicted=40.292951, expected=80.000000 predicted=49.418257, expected=52.000000 predicted=42.254891, expected=16.000000 predicted=33.272063, expected=36.000000 predicted=35.667870, expected=20.000000 predicted=36.267533, expected=20.000000 predicted=42.505990, expected=68.000000 predicted=53.642861, expected=68.000000 predicted=43.342074, expected=16.000000 predicted=28.393039, expected=4.000000 predicted=18.110448, expected=40.000000 predicted=33.144721, expected=24.000000 predicted=39.123155, expected=24.000000 predicted=38.540980, expected=48.000000 predicted=32.270908, expected=80.000000 predicted=45.273633, expected=28.000000 predicted=34.368548, expected=32.000000 predicted=33.443950, expected=32.000000 predicted=31.750136, expected=24.000000 predicted=35.724278, expected=32.000000 predicted=47.413635, expected=56.000000 predicted=41.342728, expected=32.000000 predicted=32.158478, expected=20.000000 predicted=27.837363, expected=16.000000 predicted=22.414821, expected=40.000000 predicted=35.604134, expected=12.000000 predicted=28.746887, expected=56.000000 predicted=42.257425, expected=52.000000 predicted=35.859046, expected=100.000000 predicted=60.919636, expected=32.000000 predicted=37.864739, expected=40.000000 predicted=36.705547, expected=12.000000 predicted=34.502018, expected=96.000000 predicted=72.318475, expected=152.000000 predicted=111.596611, expected=164.000000 predicted=102.141797, expected=104.000000 predicted=83.130155, expected=84.000000 predicted=70.489657, expected=88.000000 predicted=98.398968, expected=104.000000 predicted=121.086314, expected=44.000000 predicted=93.240541, expected=20.000000 predicted=60.942473, expected=48.000000 predicted=63.296440, expected=28.000000 predicted=51.875861, expected=52.000000 predicted=66.400658, expected=68.000000 predicted=53.341980, expected=24.000000 predicted=27.241277, expected=20.000000 predicted=34.845967, expected=108.000000 predicted=68.564843, expected=116.000000 predicted=80.799551, expected=68.000000 predicted=68.036528, expected=36.000000 predicted=41.590278, expected=4.000000 predicted=25.058129, expected=88.000000 predicted=89.278327, expected=80.000000 predicted=83.285623, expected=40.000000 predicted=51.964470, expected=88.000000 predicted=65.187280, expected=116.000000 predicted=69.761588, expected=60.000000 predicted=72.649045, expected=24.000000 predicted=54.220641, expected=184.000000 predicted=115.968913, expected=92.000000 predicted=86.348142, expected=20.000000 predicted=69.064654, expected=84.000000 predicted=77.816494, expected=80.000000 predicted=61.714269, expected=32.000000 predicted=89.602928, expected=20.000000 predicted=52.127355, expected=40.000000 predicted=36.339490, expected=80.000000 predicted=73.127947, expected=36.000000 predicted=50.321926, expected=64.000000 predicted=51.430567, expected=40.000000 predicted=35.410797, expected=20.000000 predicted=34.155791, expected=16.000000 predicted=42.268792, expected=56.000000 predicted=45.255462, expected=48.000000 Test MSE: 1070.381
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153])] predicted=18.317791, expected=28.000000 predicted=27.447241, expected=16.000000 predicted=19.264583, expected=56.000000 predicted=40.067671, expected=72.000000 predicted=38.074465, expected=32.000000 predicted=31.634695, expected=28.000000 predicted=36.236539, expected=44.000000 predicted=37.913618, expected=4.000000 predicted=34.147671, expected=4.000000 predicted=31.965728, expected=32.000000 predicted=26.522120, expected=12.000000 predicted=18.885480, expected=32.000000 predicted=26.949323, expected=32.000000 predicted=19.737756, expected=32.000000 predicted=21.958541, expected=208.000000 predicted=82.654771, expected=12.000000 predicted=41.779306, expected=32.000000 predicted=51.909593, expected=16.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=47.300896, expected=8.000000 predicted=36.784132, expected=4.000000 predicted=63.784103, expected=52.000000 predicted=24.152333, expected=76.000000 predicted=39.408855, expected=12.000000 predicted=24.091120, expected=36.000000 predicted=29.842060, expected=40.000000 predicted=31.980025, expected=28.000000 predicted=38.769725, expected=20.000000 predicted=39.190082, expected=20.000000 predicted=22.577998, expected=84.000000 predicted=45.333540, expected=68.000000 predicted=47.330205, expected=24.000000 predicted=36.712929, expected=28.000000 predicted=36.548414, expected=20.000000 predicted=32.808574, expected=12.000000 predicted=39.804398, expected=52.000000 predicted=42.093258, expected=80.000000 predicted=41.903138, expected=28.000000 predicted=34.247201, expected=4.000000 predicted=26.737762, expected=36.000000 predicted=31.755865, expected=4.000000 predicted=29.595835, expected=16.000000 predicted=33.352649, expected=8.000000 predicted=16.545095, expected=80.000000 predicted=30.667167, expected=28.000000 predicted=30.035881, expected=44.000000 predicted=29.142855, expected=16.000000 predicted=27.898422, expected=12.000000 predicted=22.877374, expected=12.000000 predicted=35.558510, expected=12.000000 predicted=19.202566, expected=68.000000 predicted=36.955012, expected=228.000000 predicted=84.448855, expected=40.000000 predicted=51.334144, expected=20.000000 predicted=50.467207, expected=40.000000 predicted=55.884999, expected=52.000000 predicted=64.887789, expected=24.000000 predicted=85.137789, expected=36.000000 predicted=36.830367, expected=16.000000 predicted=26.610585, expected=20.000000 predicted=29.765624, expected=24.000000 predicted=31.334167, expected=48.000000 predicted=30.503887, expected=68.000000 predicted=41.677250, expected=16.000000 predicted=26.779580, expected=240.000000 predicted=93.968524, expected=20.000000 predicted=56.250655, expected=24.000000 predicted=60.053713, expected=20.000000 predicted=61.330370, expected=20.000000 predicted=38.419390, expected=20.000000 predicted=78.953834, expected=16.000000 predicted=19.039721, expected=32.000000 predicted=23.827168, expected=4.000000 predicted=16.228322, expected=4.000000 predicted=14.240264, expected=16.000000 predicted=15.838395, expected=32.000000 predicted=18.850242, expected=12.000000 predicted=18.191457, expected=4.000000 predicted=9.775345, expected=8.000000 predicted=10.481854, expected=8.000000 predicted=11.927794, expected=20.000000 predicted=17.209899, expected=16.000000 predicted=12.262934, expected=20.000000 predicted=12.739111, expected=32.000000 predicted=18.716441, expected=52.000000 predicted=27.051806, expected=4.000000 predicted=20.355635, expected=12.000000 predicted=20.042656, expected=20.000000 predicted=21.904018, expected=28.000000 predicted=24.995984, expected=56.000000 predicted=36.961935, expected=60.000000 predicted=32.099523, expected=4.000000 predicted=23.580230, expected=24.000000 predicted=29.200314, expected=44.000000 predicted=35.460616, expected=16.000000 predicted=32.850538, expected=8.000000 predicted=28.224653, expected=8.000000 predicted=13.689532, expected=28.000000 predicted=21.803205, expected=40.000000 predicted=29.352214, expected=32.000000 predicted=23.193670, expected=8.000000 predicted=17.241305, expected=4.000000 predicted=15.419093, expected=4.000000 predicted=17.070067, expected=16.000000 predicted=19.390527, expected=28.000000 predicted=19.683060, expected=4.000000 predicted=9.225569, expected=12.000000 predicted=10.602926, expected=40.000000 predicted=19.248541, expected=4.000000 predicted=14.339183, expected=28.000000 predicted=22.343159, expected=20.000000 predicted=16.544923, expected=40.000000 predicted=24.353658, expected=20.000000 predicted=26.975084, expected=84.000000 predicted=37.410308, expected=20.000000 predicted=32.340638, expected=32.000000 predicted=32.987479, expected=8.000000 predicted=31.135935, expected=76.000000 predicted=41.318758, expected=40.000000 predicted=49.050764, expected=60.000000 predicted=40.063932, expected=24.000000 predicted=37.764565, expected=16.000000 predicted=28.343402, expected=20.000000 predicted=41.137382, expected=20.000000 predicted=28.443609, expected=32.000000 predicted=33.394651, expected=96.000000 predicted=43.852495, expected=12.000000 predicted=27.473363, expected=24.000000 predicted=30.735710, expected=16.000000 predicted=29.045047, expected=16.000000 predicted=27.326564, expected=28.000000 predicted=40.699244, expected=44.000000 predicted=24.978573, expected=112.000000 predicted=50.416890, expected=16.000000 predicted=32.771163, expected=92.000000 predicted=53.430199, expected=8.000000 predicted=41.463298, expected=40.000000 predicted=45.995955, expected=44.000000 predicted=60.562585, expected=20.000000 predicted=29.275251, expected=68.000000 predicted=55.970644, expected=16.000000 predicted=26.992608, expected=28.000000 predicted=34.571839, expected=28.000000 predicted=34.752619, expected=20.000000 predicted=25.874210, expected=32.000000 predicted=36.939230, expected=24.000000 predicted=23.322347, expected=36.000000 predicted=29.067422, expected=12.000000 predicted=23.770897, expected=16.000000 predicted=21.188087, expected=84.000000 predicted=41.597093, expected=20.000000 predicted=29.535365, expected=132.000000 predicted=61.090454, expected=16.000000 predicted=40.237401, expected=4.000000 predicted=33.409881, expected=24.000000 predicted=48.130955, expected=8.000000 predicted=25.926509, expected=16.000000 predicted=43.490286, expected=52.000000 predicted=24.544390, expected=16.000000 predicted=17.728620, expected=28.000000 predicted=24.641076, expected=48.000000 predicted=28.532332, expected=52.000000 predicted=35.205590, expected=60.000000 predicted=47.327670, expected=12.000000 predicted=30.208479, expected=24.000000 predicted=33.157715, expected=4.000000 predicted=30.029039, expected=16.000000 predicted=28.038360, expected=12.000000 predicted=24.938045, expected=24.000000 predicted=15.850727, expected=12.000000 predicted=16.238632, expected=24.000000 predicted=14.937414, expected=40.000000 predicted=23.676413, expected=4.000000 predicted=16.213437, expected=20.000000 predicted=20.645963, expected=48.000000 predicted=26.402064, expected=20.000000 predicted=24.919234, expected=28.000000 predicted=28.857879, expected=16.000000 predicted=19.170863, expected=4.000000 predicted=18.610595, expected=40.000000 predicted=30.592782, expected=52.000000 predicted=29.911631, expected=12.000000 predicted=24.305454, expected=28.000000 predicted=24.509784, expected=48.000000 predicted=29.425478, expected=28.000000 predicted=34.210122, expected=36.000000 predicted=36.963052, expected=36.000000 predicted=29.535714, expected=60.000000 predicted=40.745013, expected=4.000000 predicted=32.768909, expected=4.000000 predicted=23.504658, expected=4.000000 predicted=21.625116, expected=8.000000 predicted=18.444535, expected=32.000000 predicted=26.166867, expected=4.000000 predicted=8.233091, expected=64.000000 predicted=24.120487, expected=8.000000 predicted=17.158000, expected=28.000000 predicted=21.878366, expected=16.000000 predicted=25.110513, expected=24.000000 predicted=20.267467, expected=8.000000 predicted=27.474458, expected=8.000000 predicted=12.649817, expected=60.000000 predicted=29.744339, expected=12.000000 predicted=19.958094, expected=44.000000 predicted=28.423503, expected=32.000000 predicted=26.170917, expected=24.000000 predicted=25.612714, expected=48.000000 predicted=41.482859, expected=68.000000 predicted=39.294164, expected=40.000000 predicted=43.244071, expected=24.000000 predicted=36.263551, expected=36.000000 predicted=36.656330, expected=8.000000 predicted=33.489343, expected=20.000000 predicted=34.504426, expected=60.000000 predicted=36.643979, expected=12.000000 predicted=24.622008, expected=32.000000 predicted=29.622421, expected=28.000000 predicted=24.461264, expected=28.000000 predicted=27.701422, expected=32.000000 predicted=35.862623, expected=20.000000 predicted=22.694404, expected=32.000000 predicted=29.315647, expected=308.000000 predicted=104.612306, expected=12.000000 predicted=65.021226, expected=4.000000 predicted=56.525655, expected=8.000000 predicted=50.614412, expected=28.000000 predicted=51.589737, expected=32.000000 predicted=94.642803, expected=16.000000 predicted=16.321419, expected=16.000000 predicted=15.550897, expected=8.000000 predicted=15.088577, expected=72.000000 predicted=34.169952, expected=8.000000 predicted=24.507517, expected=16.000000 predicted=20.686800, expected=32.000000 predicted=25.172908, expected=60.000000 predicted=32.826096, expected=24.000000 predicted=38.757842, expected=24.000000 predicted=24.644491, expected=40.000000 predicted=31.601958, expected=36.000000 predicted=35.105860, expected=20.000000 predicted=35.163405, expected=4.000000 predicted=21.583451, expected=16.000000 predicted=21.751577, expected=16.000000 predicted=22.797865, expected=40.000000 predicted=25.899775, expected=52.000000 predicted=28.367871, expected=32.000000 predicted=25.190544, expected=24.000000 predicted=27.708577, expected=56.000000 predicted=36.698512, expected=24.000000 predicted=36.232872, expected=84.000000 predicted=51.251772, expected=28.000000 predicted=39.372820, expected=8.000000 predicted=31.206939, expected=16.000000 predicted=35.345428, expected=4.000000 predicted=22.591190, expected=36.000000 predicted=36.087852, expected=8.000000 predicted=17.062672, expected=80.000000 predicted=30.567859, expected=32.000000 predicted=29.372548, expected=4.000000 predicted=21.219797, expected=12.000000 predicted=27.050486, expected=4.000000 predicted=17.841427, expected=12.000000 predicted=28.229982, expected=28.000000 predicted=18.978472, expected=16.000000 predicted=12.249032, expected=24.000000 predicted=16.661327, expected=4.000000 predicted=12.011261, expected=64.000000 predicted=28.122489, expected=88.000000 predicted=44.068315, expected=24.000000 predicted=33.425419, expected=32.000000 predicted=36.703338, expected=32.000000 predicted=34.805996, expected=8.000000 predicted=38.465280, expected=12.000000 predicted=35.748804, expected=12.000000 predicted=18.895876, expected=36.000000 predicted=24.685084, expected=20.000000 predicted=21.672060, expected=12.000000 predicted=15.007505, expected=20.000000 predicted=17.952868, expected=64.000000 predicted=30.414547, expected=64.000000 predicted=40.562320, expected=128.000000 predicted=59.631534, expected=124.000000 predicted=72.496049, expected=112.000000 predicted=83.413369, expected=88.000000 predicted=92.710327, expected=112.000000 predicted=100.661211, expected=40.000000 predicted=94.542799, expected=88.000000 predicted=95.033585, expected=128.000000 predicted=101.667263, expected=128.000000 predicted=101.495972, expected=52.000000 predicted=89.607078, expected=40.000000 predicted=68.313429, expected=128.000000 predicted=97.177478, expected=104.000000 predicted=101.130275, expected=68.000000 predicted=89.229570, expected=124.000000 predicted=88.812745, expected=160.000000 predicted=105.259864, expected=48.000000 predicted=100.078915, expected=48.000000 predicted=87.496458, expected=76.000000 predicted=82.622421, expected=40.000000 predicted=78.475350, expected=16.000000 predicted=67.839766, expected=28.000000 predicted=40.645519, expected=40.000000 predicted=40.453185, expected=16.000000 predicted=36.803023, expected=4.000000 predicted=22.739813, expected=16.000000 predicted=18.530342, expected=24.000000 predicted=21.560944, expected=8.000000 predicted=18.630707, expected=36.000000 predicted=20.311504, expected=84.000000 predicted=34.953537, expected=40.000000 predicted=34.148554, expected=20.000000 predicted=32.910810, expected=8.000000 predicted=26.288288, expected=12.000000 predicted=28.342013, expected=4.000000 predicted=29.304323, expected=80.000000 predicted=36.681474, expected=80.000000 predicted=40.679755, expected=40.000000 predicted=35.725723, expected=12.000000 predicted=32.475700, expected=52.000000 predicted=40.208973, expected=20.000000 predicted=45.293672, expected=4.000000 predicted=34.278236, expected=24.000000 predicted=27.019972, expected=40.000000 predicted=25.060488, expected=16.000000 predicted=27.266183, expected=24.000000 predicted=22.181118, expected=20.000000 predicted=19.162501, expected=16.000000 predicted=21.489107, expected=28.000000 predicted=26.448230, expected=64.000000 predicted=32.364876, expected=28.000000 predicted=29.430540, expected=12.000000 predicted=25.108939, expected=20.000000 predicted=25.468994, expected=32.000000 predicted=29.167399, expected=16.000000 predicted=30.268783, expected=36.000000 predicted=26.623791, expected=104.000000 predicted=45.124450, expected=4.000000 predicted=29.053816, expected=28.000000 predicted=35.714078, expected=12.000000 predicted=28.177932, expected=20.000000 predicted=29.123489, expected=32.000000 predicted=41.576043, expected=64.000000 predicted=29.811979, expected=36.000000 predicted=32.953749, expected=24.000000 predicted=28.551336, expected=32.000000 predicted=32.759572, expected=12.000000 predicted=28.612345, expected=20.000000 predicted=32.765048, expected=28.000000 predicted=26.819263, expected=24.000000 predicted=23.049812, expected=20.000000 predicted=23.575823, expected=4.000000 predicted=15.028142, expected=8.000000 predicted=15.616792, expected=72.000000 predicted=33.204092, expected=52.000000 predicted=33.059630, expected=40.000000 predicted=33.520968, expected=12.000000 predicted=26.333227, expected=12.000000 predicted=25.235810, expected=36.000000 predicted=40.194384, expected=20.000000 predicted=29.269034, expected=76.000000 predicted=40.802771, expected=40.000000 predicted=32.370316, expected=4.000000 predicted=24.789714, expected=68.000000 predicted=45.028276, expected=20.000000 predicted=31.873468, expected=28.000000 predicted=41.500641, expected=28.000000 predicted=32.631565, expected=12.000000 predicted=20.443247, expected=16.000000 predicted=31.114758, expected=4.000000 predicted=15.565280, expected=28.000000 predicted=21.113804, expected=44.000000 predicted=26.239351, expected=36.000000 predicted=24.305734, expected=12.000000 predicted=21.458771, expected=32.000000 predicted=24.393897, expected=4.000000 predicted=22.088220, expected=8.000000 predicted=22.092457, expected=56.000000 predicted=30.937663, expected=4.000000 predicted=15.732944, expected=20.000000 predicted=22.328169, expected=12.000000 predicted=15.218154, expected=8.000000 predicted=13.982374, expected=12.000000 predicted=21.986979, expected=4.000000 predicted=7.957816, expected=36.000000 predicted=18.936667, expected=28.000000 predicted=18.104703, expected=56.000000 predicted=27.583674, expected=12.000000 predicted=22.101537, expected=12.000000 predicted=20.068248, expected=24.000000 predicted=28.019914, expected=40.000000 predicted=29.278081, expected=40.000000 predicted=35.383186, expected=8.000000 predicted=19.639066, expected=64.000000 predicted=34.356965, expected=4.000000 predicted=25.099494, expected=8.000000 Test MSE: 1257.815
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942])] predicted=95.608433, expected=92.000000 predicted=73.067533, expected=36.000000 predicted=62.817103, expected=76.000000 predicted=81.280922, expected=36.000000 predicted=67.371764, expected=64.000000 predicted=98.748714, expected=148.000000 predicted=87.341514, expected=124.000000 predicted=75.027802, expected=48.000000 predicted=74.531758, expected=16.000000 predicted=63.401522, expected=72.000000 predicted=80.950640, expected=16.000000 predicted=73.059337, expected=60.000000 predicted=67.783986, expected=72.000000 predicted=49.879479, expected=64.000000 predicted=45.117664, expected=84.000000 predicted=65.580932, expected=72.000000 predicted=55.223246, expected=20.000000 predicted=55.545138, expected=96.000000 predicted=75.673106, expected=120.000000 predicted=78.312132, expected=100.000000 predicted=81.214658, expected=96.000000 predicted=83.350794, expected=48.000000 predicted=67.213440, expected=32.000000 predicted=79.899668, expected=72.000000 predicted=86.145235, expected=32.000000 predicted=62.989770, expected=28.000000 predicted=55.268178, expected=120.000000 predicted=64.799979, expected=132.000000 predicted=68.419510, expected=52.000000 predicted=65.399904, expected=8.000000 predicted=52.485733, expected=72.000000 predicted=68.722145, expected=40.000000 predicted=72.177922, expected=72.000000 predicted=74.273863, expected=92.000000 predicted=59.328688, expected=136.000000 predicted=68.509912, expected=56.000000 predicted=70.169367, expected=40.000000 predicted=65.509421, expected=40.000000 predicted=71.141198, expected=48.000000 predicted=70.346125, expected=20.000000 predicted=62.662445, expected=140.000000 predicted=70.933742, expected=136.000000 predicted=70.057222, expected=44.000000 predicted=58.069738, expected=48.000000 predicted=69.536610, expected=96.000000 predicted=76.692646, expected=64.000000 predicted=90.089946, expected=44.000000 predicted=77.788500, expected=88.000000 predicted=66.659193, expected=160.000000 predicted=88.085489, expected=52.000000 predicted=74.891247, expected=48.000000 predicted=73.571167, expected=52.000000 predicted=69.879495, expected=8.000000 predicted=61.948750, expected=56.000000 predicted=79.577540, expected=40.000000 predicted=42.172118, expected=172.000000 predicted=76.910188, expected=40.000000 predicted=49.193195, expected=52.000000 predicted=54.277199, expected=52.000000 predicted=67.773512, expected=48.000000 predicted=60.076802, expected=76.000000 predicted=89.316698, expected=88.000000 predicted=59.164027, expected=80.000000 predicted=64.209146, expected=140.000000 predicted=85.338290, expected=88.000000 predicted=77.671295, expected=48.000000 predicted=79.882820, expected=92.000000 predicted=93.446670, expected=32.000000 predicted=71.675877, expected=84.000000 predicted=92.529690, expected=112.000000 predicted=82.267537, expected=56.000000 predicted=61.802531, expected=64.000000 predicted=76.691573, expected=32.000000 predicted=54.824623, expected=96.000000 predicted=80.842037, expected=48.000000 predicted=69.128010, expected=68.000000 predicted=61.645448, expected=24.000000 predicted=51.966777, expected=68.000000 predicted=56.037625, expected=40.000000 predicted=59.589431, expected=72.000000 predicted=55.437534, expected=16.000000 predicted=45.158322, expected=44.000000 predicted=42.800026, expected=52.000000 predicted=52.331574, expected=92.000000 predicted=55.333538, expected=96.000000 predicted=66.004629, expected=28.000000 predicted=42.767963, expected=48.000000 predicted=58.997234, expected=52.000000 predicted=59.769894, expected=56.000000 predicted=65.121613, expected=36.000000 predicted=56.217960, expected=64.000000 predicted=47.664150, expected=36.000000 predicted=45.674928, expected=72.000000 predicted=55.980248, expected=40.000000 predicted=48.658668, expected=64.000000 predicted=51.777997, expected=24.000000 predicted=47.828236, expected=20.000000 predicted=39.525846, expected=68.000000 predicted=56.130610, expected=52.000000 predicted=42.638229, expected=64.000000 predicted=52.323971, expected=48.000000 predicted=42.405869, expected=52.000000 predicted=46.542247, expected=32.000000 predicted=52.109484, expected=44.000000 predicted=49.378158, expected=72.000000 predicted=56.793529, expected=20.000000 predicted=39.482743, expected=32.000000 predicted=43.624131, expected=32.000000 predicted=37.561477, expected=20.000000 predicted=34.991998, expected=20.000000 predicted=37.202903, expected=36.000000 predicted=27.261046, expected=52.000000 predicted=34.003914, expected=32.000000 predicted=30.339574, expected=72.000000 predicted=41.047090, expected=32.000000 predicted=34.491348, expected=64.000000 predicted=49.227237, expected=20.000000 predicted=41.964467, expected=36.000000 predicted=41.276298, expected=56.000000 predicted=52.363903, expected=16.000000 predicted=31.780099, expected=28.000000 predicted=40.697934, expected=48.000000 predicted=34.433280, expected=20.000000 predicted=30.763546, expected=32.000000 predicted=37.126028, expected=48.000000 predicted=31.974473, expected=60.000000 predicted=39.386207, expected=40.000000 predicted=40.705560, expected=24.000000 predicted=33.072693, expected=44.000000 predicted=41.660675, expected=36.000000 predicted=41.476876, expected=56.000000 predicted=47.415998, expected=44.000000 predicted=39.991584, expected=72.000000 predicted=46.343692, expected=68.000000 predicted=52.803367, expected=68.000000 predicted=54.859901, expected=52.000000 predicted=58.094289, expected=60.000000 predicted=58.818955, expected=36.000000 predicted=57.830326, expected=80.000000 predicted=65.660926, expected=92.000000 predicted=67.654395, expected=56.000000 predicted=57.872713, expected=16.000000 predicted=52.247739, expected=44.000000 predicted=53.057130, expected=20.000000 predicted=51.057231, expected=20.000000 predicted=46.216766, expected=88.000000 predicted=50.699925, expected=140.000000 predicted=58.067692, expected=92.000000 predicted=62.277080, expected=204.000000 predicted=100.649043, expected=8.000000 predicted=64.063699, expected=56.000000 predicted=96.184083, expected=140.000000 predicted=120.092392, expected=48.000000 predicted=80.870928, expected=24.000000 predicted=93.195565, expected=44.000000 predicted=48.400647, expected=52.000000 predicted=58.673495, expected=60.000000 predicted=72.069312, expected=52.000000 predicted=46.802151, expected=44.000000 predicted=42.398828, expected=60.000000 predicted=52.492396, expected=48.000000 predicted=51.205222, expected=36.000000 predicted=49.450971, expected=40.000000 predicted=47.205405, expected=48.000000 predicted=46.064177, expected=116.000000 predicted=66.497552, expected=108.000000 predicted=65.915328, expected=68.000000 predicted=62.450587, expected=16.000000 predicted=56.258392, expected=48.000000 predicted=65.367826, expected=12.000000 predicted=62.087811, expected=44.000000 predicted=58.404467, expected=48.000000 predicted=44.137096, expected=56.000000 predicted=35.864761, expected=52.000000 predicted=44.578629, expected=56.000000 predicted=41.292806, expected=56.000000 predicted=51.178284, expected=16.000000 predicted=42.355893, expected=44.000000 predicted=49.497583, expected=124.000000 predicted=66.961648, expected=104.000000 predicted=66.130331, expected=52.000000 predicted=60.728265, expected=52.000000 predicted=58.559327, expected=60.000000 predicted=67.967398, expected=28.000000 predicted=71.421662, expected=72.000000 predicted=70.851714, expected=72.000000 predicted=56.450882, expected=40.000000 predicted=50.255539, expected=28.000000 predicted=49.415379, expected=20.000000 predicted=38.725841, expected=28.000000 predicted=46.061698, expected=44.000000 predicted=44.326152, expected=52.000000 predicted=37.492379, expected=48.000000 predicted=36.052615, expected=84.000000 predicted=47.806720, expected=64.000000 predicted=49.305035, expected=48.000000 predicted=53.265389, expected=32.000000 predicted=51.796788, expected=8.000000 predicted=42.390473, expected=40.000000 predicted=52.469311, expected=76.000000 predicted=51.645022, expected=40.000000 predicted=38.897447, expected=60.000000 predicted=44.290458, expected=40.000000 predicted=37.539017, expected=32.000000 predicted=44.706253, expected=16.000000 predicted=45.211384, expected=52.000000 predicted=42.874779, expected=108.000000 predicted=60.298638, expected=44.000000 predicted=42.632242, expected=28.000000 predicted=42.758624, expected=48.000000 predicted=46.288938, expected=52.000000 predicted=53.951996, expected=40.000000 predicted=58.808324, expected=52.000000 predicted=45.548646, expected=120.000000 predicted=62.002175, expected=48.000000 predicted=52.327937, expected=52.000000 predicted=59.577388, expected=28.000000 predicted=51.061212, expected=44.000000 predicted=55.724189, expected=28.000000 predicted=59.366757, expected=128.000000 predicted=65.611635, expected=88.000000 predicted=59.390365, expected=60.000000 predicted=55.833508, expected=36.000000 predicted=58.538021, expected=28.000000 predicted=52.827431, expected=40.000000 predicted=71.024150, expected=88.000000 predicted=66.379940, expected=68.000000 predicted=53.905153, expected=8.000000 predicted=36.742988, expected=16.000000 predicted=38.457157, expected=24.000000 predicted=39.265574, expected=152.000000 predicted=78.450922, expected=52.000000 predicted=48.278423, expected=116.000000 predicted=62.115335, expected=56.000000 predicted=58.111640, expected=20.000000 predicted=56.210381, expected=84.000000 predicted=95.328610, expected=40.000000 predicted=54.962409, expected=40.000000 predicted=65.584665, expected=56.000000 predicted=52.132840, expected=60.000000 predicted=46.338953, expected=44.000000 predicted=56.330943, expected=16.000000 predicted=38.447650, expected=40.000000 predicted=43.540358, expected=24.000000 predicted=39.653739, expected=36.000000 predicted=40.305072, expected=4.000000 predicted=25.783277, expected=4.000000 predicted=18.431084, expected=40.000000 predicted=30.151406, expected=32.000000 predicted=23.093384, expected=64.000000 predicted=35.367088, expected=72.000000 predicted=34.958836, expected=72.000000 predicted=43.146562, expected=36.000000 predicted=47.458219, expected=100.000000 predicted=65.436753, expected=56.000000 predicted=62.530308, expected=32.000000 predicted=58.746380, expected=44.000000 predicted=58.957089, expected=48.000000 predicted=49.699612, expected=16.000000 predicted=51.386478, expected=52.000000 predicted=46.498559, expected=36.000000 predicted=35.786153, expected=28.000000 predicted=36.657271, expected=20.000000 predicted=33.942044, expected=68.000000 predicted=38.981676, expected=92.000000 predicted=54.414811, expected=32.000000 predicted=39.560829, expected=56.000000 predicted=48.878642, expected=60.000000 predicted=50.515334, expected=20.000000 predicted=50.608647, expected=40.000000 predicted=56.484724, expected=32.000000 predicted=37.505989, expected=44.000000 predicted=44.394558, expected=76.000000 predicted=51.873883, expected=12.000000 predicted=28.665405, expected=100.000000 predicted=58.707361, expected=40.000000 predicted=43.506051, expected=36.000000 predicted=48.507197, expected=96.000000 predicted=69.119621, expected=144.000000 predicted=71.210547, expected=48.000000 predicted=72.235587, expected=56.000000 predicted=66.108277, expected=56.000000 predicted=66.437108, expected=24.000000 predicted=67.517307, expected=16.000000 predicted=65.627915, expected=20.000000 predicted=36.799426, expected=32.000000 predicted=37.029536, expected=36.000000 predicted=34.582112, expected=96.000000 predicted=44.037535, expected=44.000000 predicted=34.290671, expected=44.000000 predicted=41.966219, expected=20.000000 predicted=40.217813, expected=64.000000 predicted=51.742334, expected=80.000000 predicted=65.856741, expected=36.000000 predicted=43.513592, expected=36.000000 predicted=45.901186, expected=84.000000 predicted=54.161448, expected=56.000000 predicted=57.300893, expected=52.000000 predicted=59.914778, expected=56.000000 predicted=51.779360, expected=72.000000 predicted=57.735869, expected=56.000000 predicted=63.925297, expected=56.000000 predicted=57.616255, expected=48.000000 predicted=54.859818, expected=36.000000 predicted=51.773975, expected=36.000000 predicted=52.259797, expected=40.000000 predicted=46.333539, expected=64.000000 predicted=50.600640, expected=36.000000 predicted=41.483384, expected=32.000000 predicted=39.115934, expected=80.000000 predicted=52.036148, expected=28.000000 predicted=40.452578, expected=56.000000 predicted=53.750233, expected=72.000000 predicted=51.573967, expected=84.000000 predicted=57.225816, expected=56.000000 predicted=63.085001, expected=24.000000 predicted=45.675650, expected=44.000000 predicted=56.263749, expected=24.000000 predicted=49.536687, expected=12.000000 predicted=43.030727, expected=32.000000 predicted=36.501981, expected=76.000000 predicted=39.416758, expected=36.000000 predicted=35.379210, expected=28.000000 predicted=32.527291, expected=44.000000 predicted=36.189945, expected=28.000000 predicted=36.731086, expected=32.000000 predicted=44.885614, expected=36.000000 predicted=34.652839, expected=64.000000 predicted=40.726756, expected=68.000000 predicted=47.200892, expected=16.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=33.693144, expected=40.000000 predicted=42.828573, expected=36.000000 predicted=41.119782, expected=28.000000 predicted=42.673276, expected=40.000000 predicted=43.154904, expected=88.000000 predicted=44.490073, expected=40.000000 predicted=40.922144, expected=40.000000 predicted=43.974825, expected=24.000000 predicted=38.896055, expected=100.000000 predicted=60.939768, expected=52.000000 predicted=57.828633, expected=132.000000 predicted=71.794006, expected=76.000000 predicted=64.234279, expected=68.000000 predicted=66.783008, expected=52.000000 predicted=80.376543, expected=52.000000 predicted=66.703414, expected=88.000000 predicted=88.307750, expected=32.000000 predicted=57.193906, expected=32.000000 predicted=54.161296, expected=92.000000 predicted=63.817346, expected=64.000000 predicted=56.647173, expected=60.000000 predicted=64.841259, expected=28.000000 predicted=45.408031, expected=36.000000 predicted=48.011454, expected=36.000000 predicted=56.345245, expected=64.000000 predicted=52.720938, expected=100.000000 predicted=60.848673, expected=72.000000 predicted=51.796322, expected=60.000000 predicted=57.477618, expected=20.000000 predicted=50.141149, expected=28.000000 predicted=55.820394, expected=48.000000 predicted=61.173284, expected=68.000000 predicted=54.689882, expected=104.000000 predicted=61.893450, expected=32.000000 predicted=40.093781, expected=64.000000 predicted=56.100683, expected=52.000000 predicted=58.076789, expected=88.000000 predicted=71.080640, expected=12.000000 predicted=56.709186, expected=72.000000 predicted=55.397170, expected=88.000000 predicted=66.101346, expected=36.000000 predicted=51.334698, expected=8.000000 predicted=51.350890, expected=32.000000 predicted=37.947039, expected=36.000000 predicted=47.564253, expected=76.000000 predicted=56.329594, expected=20.000000 predicted=30.349321, expected=52.000000 predicted=36.515043, expected=28.000000 predicted=37.227220, expected=68.000000 predicted=48.614978, expected=28.000000 predicted=45.952547, expected=16.000000 predicted=30.546740, expected=28.000000 predicted=39.092307, expected=48.000000 predicted=36.420684, expected=44.000000 predicted=42.581852, expected=44.000000 predicted=34.572946, expected=8.000000 predicted=25.226484, expected=44.000000 predicted=37.581412, expected=36.000000 predicted=37.989337, expected=16.000000 predicted=30.540816, expected=40.000000 predicted=35.539920, expected=16.000000 predicted=21.484465, expected=16.000000 predicted=28.825166, expected=52.000000 predicted=34.387937, expected=36.000000 predicted=26.602069, expected=44.000000 predicted=36.044256, expected=32.000000 predicted=29.887655, expected=96.000000 predicted=49.604407, expected=20.000000 predicted=40.599280, expected=44.000000 predicted=45.253296, expected=44.000000 predicted=46.709305, expected=40.000000 predicted=42.285050, expected=48.000000 predicted=55.740453, expected=48.000000 predicted=38.325690, expected=72.000000 predicted=51.762209, expected=52.000000 predicted=48.671739, expected=36.000000 predicted=45.967394, expected=40.000000 predicted=48.820854, expected=28.000000 predicted=43.685844, expected=36.000000 predicted=47.304024, expected=44.000000 predicted=41.810196, expected=60.000000 predicted=42.309361, expected=4.000000 predicted=30.021081, expected=44.000000 predicted=37.973031, expected=48.000000 predicted=39.801507, expected=32.000000 predicted=37.088087, expected=8.000000 predicted=33.331820, expected=56.000000 predicted=32.915101, expected=48.000000 predicted=39.770672, expected=36.000000 predicted=38.088505, expected=60.000000 predicted=42.512843, expected=40.000000 predicted=35.227076, expected=16.000000 predicted=40.649416, expected=16.000000 predicted=36.178521, expected=44.000000 predicted=37.354542, expected=24.000000 predicted=34.499271, expected=24.000000 predicted=28.692371, expected=32.000000 predicted=25.803969, expected=20.000000 predicted=23.498438, expected=44.000000 Test MSE: 955.118
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809])] predicted=120.939026, expected=60.000000 predicted=98.393803, expected=68.000000 predicted=105.872869, expected=140.000000 predicted=84.511226, expected=176.000000 predicted=106.646030, expected=92.000000 predicted=97.585693, expected=56.000000 predicted=82.247792, expected=40.000000 predicted=77.029448, expected=36.000000 predicted=85.280385, expected=212.000000 predicted=142.182226, expected=148.000000 predicted=105.884704, expected=152.000000 predicted=111.693773, expected=56.000000 predicted=80.004905, expected=116.000000 predicted=109.221940, expected=192.000000 predicted=166.810668, expected=100.000000 predicted=123.658396, expected=128.000000 predicted=129.195320, expected=104.000000 predicted=102.242368, expected=92.000000 predicted=116.115383, expected=88.000000 predicted=120.482966, expected=120.000000 predicted=108.855742, expected=128.000000 predicted=116.681723, expected=68.000000 predicted=92.069358, expected=48.000000 predicted=80.383215, expected=180.000000 predicted=122.142400, expected=132.000000 predicted=116.909376, expected=84.000000 predicted=104.647086, expected=20.000000 predicted=66.616930, expected=108.000000 predicted=94.802524, expected=56.000000 predicted=97.897586, expected=116.000000 predicted=101.856767, expected=24.000000 predicted=56.334807, expected=148.000000 predicted=89.347134, expected=112.000000 predicted=97.362857, expected=76.000000 predicted=82.027023, expected=64.000000 predicted=85.879333, expected=24.000000 predicted=56.009868, expected=108.000000 predicted=103.491067, expected=136.000000 predicted=101.071342, expected=196.000000 predicted=120.015302, expected=112.000000 predicted=98.114737, expected=128.000000 predicted=106.937250, expected=116.000000 predicted=124.269140, expected=56.000000 predicted=110.682801, expected=60.000000 predicted=111.577573, expected=144.000000 predicted=115.024495, expected=196.000000 predicted=137.683169, expected=20.000000 predicted=79.083628, expected=60.000000 predicted=78.874861, expected=12.000000 predicted=61.422546, expected=64.000000 predicted=91.186989, expected=108.000000 predicted=100.206830, expected=144.000000 predicted=79.029144, expected=136.000000 predicted=92.836820, expected=108.000000 predicted=84.789339, expected=68.000000 predicted=89.128512, expected=88.000000 predicted=104.625961, expected=44.000000 predicted=91.698065, expected=104.000000 predicted=102.525626, expected=100.000000 predicted=91.076848, expected=108.000000 predicted=88.597029, expected=100.000000 predicted=91.005223, expected=92.000000 predicted=84.433510, expected=124.000000 predicted=109.401307, expected=108.000000 predicted=104.720637, expected=56.000000 predicted=88.820195, expected=120.000000 predicted=105.434896, expected=148.000000 predicted=115.258863, expected=100.000000 predicted=108.808350, expected=60.000000 predicted=89.407312, expected=96.000000 predicted=91.212396, expected=124.000000 predicted=114.473114, expected=136.000000 predicted=122.222059, expected=192.000000 predicted=132.594757, expected=144.000000 predicted=118.304266, expected=84.000000 predicted=112.832361, expected=28.000000 predicted=96.510780, expected=72.000000 predicted=106.856675, expected=44.000000 predicted=96.825207, expected=44.000000 predicted=74.892338, expected=120.000000 predicted=81.384439, expected=136.000000 predicted=81.893283, expected=140.000000 predicted=100.582398, expected=32.000000 predicted=63.505810, expected=20.000000 predicted=61.743999, expected=84.000000 predicted=93.674667, expected=88.000000 predicted=93.484020, expected=184.000000 predicted=122.054423, expected=184.000000 predicted=107.111391, expected=72.000000 predicted=81.756483, expected=124.000000 predicted=117.042827, expected=72.000000 predicted=103.179347, expected=92.000000 predicted=126.506870, expected=96.000000 predicted=114.579152, expected=116.000000 predicted=97.961954, expected=36.000000 predicted=79.632386, expected=72.000000 predicted=78.090989, expected=112.000000 predicted=94.087547, expected=60.000000 predicted=78.865731, expected=56.000000 predicted=76.068762, expected=64.000000 predicted=60.745151, expected=192.000000 predicted=116.444292, expected=132.000000 predicted=108.865506, expected=88.000000 predicted=89.173931, expected=48.000000 predicted=76.336324, expected=96.000000 predicted=98.350348, expected=36.000000 predicted=96.941954, expected=152.000000 predicted=115.139520, expected=116.000000 predicted=93.311485, expected=140.000000 predicted=101.373328, expected=76.000000 predicted=92.122357, expected=92.000000 predicted=90.578126, expected=80.000000 predicted=108.382226, expected=144.000000 predicted=119.859587, expected=112.000000 predicted=112.214361, expected=180.000000 predicted=124.946196, expected=100.000000 predicted=107.124434, expected=140.000000 predicted=123.252986, expected=140.000000 predicted=137.419289, expected=144.000000 predicted=135.258775, expected=88.000000 predicted=127.374463, expected=148.000000 predicted=128.758056, expected=88.000000 predicted=117.349299, expected=104.000000 predicted=119.345528, expected=144.000000 predicted=129.040179, expected=136.000000 predicted=118.003947, expected=140.000000 predicted=132.755881, expected=76.000000 predicted=99.632726, expected=100.000000 predicted=111.405707, expected=180.000000 predicted=145.162009, expected=148.000000 predicted=135.056666, expected=140.000000 predicted=133.383353, expected=168.000000 predicted=133.390650, expected=132.000000 predicted=134.568730, expected=196.000000 predicted=173.239557, expected=276.000000 predicted=196.836070, expected=168.000000 predicted=169.044783, expected=72.000000 predicted=143.147782, expected=108.000000 predicted=143.424757, expected=36.000000 predicted=126.209587, expected=140.000000 predicted=161.022611, expected=92.000000 predicted=108.683001, expected=76.000000 predicted=82.658748, expected=172.000000 predicted=120.817333, expected=84.000000 predicted=85.414010, expected=100.000000 predicted=113.021491, expected=156.000000 predicted=119.508405, expected=24.000000 predicted=78.766749, expected=120.000000 predicted=122.851101, expected=112.000000 predicted=98.411382, expected=40.000000 predicted=82.479021, expected=60.000000 predicted=88.508217, expected=64.000000 predicted=61.632053, expected=104.000000 predicted=95.661047, expected=36.000000 predicted=65.897901, expected=88.000000 predicted=67.599630, expected=144.000000 predicted=93.433022, expected=108.000000 predicted=91.133301, expected=84.000000 predicted=91.612058, expected=36.000000 predicted=62.784485, expected=96.000000 predicted=94.684241, expected=68.000000 predicted=92.051520, expected=108.000000 predicted=94.233453, expected=236.000000 predicted=133.135404, expected=112.000000 predicted=96.823470, expected=40.000000 predicted=89.805610, expected=72.000000 predicted=90.580466, expected=92.000000 predicted=108.476104, expected=20.000000 predicted=98.745223, expected=80.000000 predicted=78.936734, expected=120.000000 predicted=77.369319, expected=48.000000 predicted=65.957036, expected=48.000000 predicted=66.119959, expected=36.000000 predicted=46.176591, expected=80.000000 predicted=75.025127, expected=12.000000 predicted=54.344665, expected=180.000000 predicted=93.933899, expected=116.000000 predicted=79.755478, expected=112.000000 predicted=87.802011, expected=168.000000 predicted=117.754207, expected=80.000000 predicted=88.172488, expected=56.000000 predicted=113.531084, expected=52.000000 predicted=88.013004, expected=52.000000 predicted=83.589409, expected=112.000000 predicted=106.333132, expected=176.000000 predicted=108.517143, expected=8.000000 predicted=53.737017, expected=52.000000 predicted=66.671471, expected=32.000000 predicted=57.039359, expected=32.000000 predicted=69.983541, expected=4.000000 predicted=57.428795, expected=104.000000 predicted=51.018642, expected=24.000000 predicted=36.883380, expected=44.000000 predicted=40.805829, expected=108.000000 predicted=61.139668, expected=80.000000 predicted=56.716987, expected=60.000000 predicted=72.583151, expected=84.000000 predicted=63.127151, expected=88.000000 predicted=74.697697, expected=100.000000 predicted=93.615762, expected=136.000000 predicted=100.183118, expected=68.000000 predicted=78.283895, expected=56.000000 predicted=80.103467, expected=48.000000 predicted=74.088454, expected=72.000000 predicted=82.483165, expected=80.000000 predicted=86.800597, expected=36.000000 predicted=54.814048, expected=88.000000 predicted=68.445469, expected=24.000000 predicted=46.577975, expected=68.000000 predicted=66.192637, expected=20.000000 predicted=46.952979, expected=84.000000 predicted=59.846435, expected=92.000000 predicted=72.345004, expected=68.000000 predicted=56.262289, expected=28.000000 predicted=51.936274, expected=44.000000 predicted=47.389765, expected=24.000000 predicted=52.809743, expected=60.000000 predicted=61.613674, expected=44.000000 predicted=47.192778, expected=140.000000 predicted=73.532653, expected=48.000000 predicted=52.221635, expected=44.000000 predicted=51.059366, expected=64.000000 predicted=63.209251, expected=112.000000 predicted=80.789499, expected=72.000000 predicted=86.836796, expected=204.000000 predicted=112.320474, expected=176.000000 predicted=114.804135, expected=100.000000 predicted=107.142243, expected=60.000000 predicted=102.433976, expected=32.000000 predicted=83.064747, expected=100.000000 predicted=126.002127, expected=36.000000 predicted=86.375645, expected=52.000000 predicted=67.218824, expected=220.000000 predicted=113.345063, expected=116.000000 predicted=87.443657, expected=64.000000 predicted=90.544571, expected=32.000000 predicted=61.979978, expected=84.000000 predicted=87.184259, expected=52.000000 predicted=104.324007, expected=48.000000 predicted=70.075787, expected=88.000000 predicted=67.755584, expected=80.000000 predicted=62.647822, expected=60.000000 predicted=68.802004, expected=40.000000 predicted=53.696465, expected=68.000000 predicted=62.654135, expected=64.000000 predicted=69.162418, expected=64.000000 predicted=65.909120, expected=104.000000 predicted=74.645176, expected=56.000000 predicted=58.424636, expected=52.000000 predicted=64.242989, expected=24.000000 predicted=50.948305, expected=20.000000 predicted=47.281231, expected=124.000000 predicted=85.683681, expected=120.000000 predicted=77.138362, expected=56.000000 predicted=60.698497, expected=128.000000 predicted=81.630330, expected=64.000000 predicted=68.017368, expected=76.000000 predicted=96.394356, expected=48.000000 predicted=77.943223, expected=68.000000 predicted=70.341407, expected=196.000000 predicted=126.911467, expected=40.000000 predicted=66.785302, expected=36.000000 predicted=68.146479, expected=56.000000 predicted=63.058747, expected=52.000000 predicted=70.291567, expected=88.000000 predicted=99.291705, expected=92.000000 predicted=64.211789, expected=160.000000 predicted=93.756999, expected=92.000000 predicted=83.224358, expected=100.000000 predicted=91.483064, expected=64.000000 predicted=87.049098, expected=40.000000 predicted=79.905707, expected=60.000000 predicted=91.171647, expected=52.000000 predicted=67.904458, expected=116.000000 predicted=88.153459, expected=100.000000 predicted=76.479477, expected=16.000000 predicted=47.835538, expected=72.000000 predicted=68.299672, expected=24.000000 predicted=50.865275, expected=52.000000 predicted=70.865497, expected=88.000000 predicted=71.029732, expected=56.000000 predicted=47.137902, expected=44.000000 predicted=55.010630, expected=148.000000 predicted=81.163004, expected=212.000000 predicted=120.561269, expected=84.000000 predicted=95.959645, expected=44.000000 predicted=77.046960, expected=36.000000 predicted=71.027745, expected=36.000000 predicted=89.926658, expected=124.000000 predicted=118.845517, expected=16.000000 predicted=48.845424, expected=76.000000 predicted=60.079951, expected=64.000000 predicted=53.745615, expected=84.000000 predicted=68.482236, expected=56.000000 predicted=73.011495, expected=88.000000 predicted=63.116791, expected=28.000000 predicted=56.736776, expected=60.000000 predicted=63.730332, expected=56.000000 predicted=62.729509, expected=40.000000 predicted=52.048600, expected=116.000000 predicted=80.871366, expected=16.000000 predicted=38.215008, expected=28.000000 predicted=48.833046, expected=8.000000 predicted=34.855335, expected=80.000000 predicted=57.084565, expected=124.000000 predicted=84.774802, expected=120.000000 predicted=69.403425, expected=84.000000 predicted=67.415672, expected=44.000000 predicted=56.870264, expected=68.000000 predicted=81.541520, expected=16.000000 predicted=68.467107, expected=124.000000 predicted=96.578727, expected=132.000000 predicted=90.826390, expected=144.000000 predicted=95.987705, expected=64.000000 predicted=77.718188, expected=96.000000 predicted=84.050621, expected=76.000000 predicted=100.736687, expected=72.000000 predicted=98.065370, expected=112.000000 predicted=105.845203, expected=112.000000 predicted=90.585112, expected=112.000000 predicted=100.296968, expected=108.000000 predicted=96.459423, expected=12.000000 predicted=65.729661, expected=56.000000 predicted=83.119017, expected=60.000000 predicted=77.775445, expected=112.000000 predicted=93.220958, expected=112.000000 predicted=88.876849, expected=88.000000 predicted=66.789795, expected=136.000000 predicted=97.807698, expected=48.000000 predicted=75.365140, expected=92.000000 predicted=99.951902, expected=88.000000 predicted=93.898076, expected=48.000000 predicted=76.821759, expected=100.000000 predicted=96.324077, expected=60.000000 predicted=65.017137, expected=144.000000 predicted=104.445628, expected=76.000000 predicted=81.571393, expected=100.000000 predicted=86.019586, expected=52.000000 predicted=78.934101, expected=160.000000 predicted=110.004212, expected=256.000000 predicted=163.781623, expected=204.000000 predicted=146.910167, expected=76.000000 predicted=114.911752, expected=68.000000 predicted=104.793930, expected=40.000000 predicted=116.310880, expected=72.000000 predicted=132.452797, expected=80.000000 predicted=105.178000, expected=176.000000 predicted=107.998463, expected=104.000000 predicted=88.147582, expected=48.000000 predicted=68.714780, expected=72.000000 predicted=82.087427, expected=116.000000 predicted=102.543395, expected=8.000000 predicted=81.294221, expected=36.000000 predicted=63.251935, expected=92.000000 predicted=66.783301, expected=496.000000 predicted=224.512128, expected=532.000000 predicted=286.864417, expected=508.000000 predicted=306.787430, expected=292.000000 predicted=259.386805, expected=304.000000 predicted=306.617863, expected=140.000000 predicted=321.950210, expected=180.000000 predicted=313.522551, expected=88.000000 predicted=235.491711, expected=92.000000 predicted=167.105660, expected=92.000000 predicted=150.587757, expected=100.000000 predicted=113.869165, expected=8.000000 predicted=75.729345, expected=124.000000 predicted=96.851075, expected=168.000000 predicted=122.109253, expected=196.000000 predicted=142.408300, expected=52.000000 predicted=87.786500, expected=64.000000 predicted=72.756078, expected=92.000000 predicted=107.510598, expected=104.000000 predicted=118.406757, expected=76.000000 predicted=104.301383, expected=192.000000 predicted=123.206997, expected=116.000000 predicted=105.582111, expected=164.000000 predicted=133.209946, expected=88.000000 predicted=108.245411, expected=108.000000 predicted=110.395474, expected=64.000000 predicted=111.586731, expected=140.000000 predicted=122.234305, expected=132.000000 predicted=129.697917, expected=116.000000 predicted=108.332188, expected=80.000000 predicted=97.165186, expected=84.000000 predicted=89.479354, expected=116.000000 predicted=116.845519, expected=36.000000 predicted=79.770294, expected=56.000000 predicted=76.213397, expected=112.000000 predicted=91.011068, expected=208.000000 predicted=137.602183, expected=92.000000 predicted=103.348659, expected=72.000000 predicted=77.526195, expected=64.000000 predicted=80.117757, expected=120.000000 predicted=113.946621, expected=72.000000 predicted=109.140563, expected=136.000000 predicted=107.167333, expected=120.000000 predicted=102.364318, expected=84.000000 predicted=88.704905, expected=148.000000 predicted=125.785451, expected=164.000000 predicted=129.385794, expected=132.000000 predicted=132.562462, expected=120.000000 predicted=123.766628, expected=160.000000 predicted=135.672912, expected=156.000000 predicted=150.614815, expected=108.000000 predicted=132.521831, expected=100.000000 predicted=118.752449, expected=64.000000 predicted=98.788986, expected=24.000000 predicted=82.127856, expected=52.000000 predicted=82.134961, expected=92.000000 predicted=84.858990, expected=88.000000 predicted=81.349149, expected=148.000000 predicted=100.892458, expected=68.000000 predicted=67.845837, expected=128.000000 predicted=99.750165, expected=136.000000 predicted=117.030116, expected=92.000000 predicted=100.792175, expected=188.000000 predicted=150.693345, expected=96.000000 predicted=104.417632, expected=112.000000 predicted=120.167564, expected=108.000000 predicted=118.665425, expected=156.000000 predicted=131.063352, expected=108.000000 predicted=130.601171, expected=72.000000 predicted=93.502693, expected=88.000000 predicted=100.186280, expected=64.000000 predicted=87.992607, expected=52.000000 predicted=85.675889, expected=56.000000 predicted=71.653965, expected=28.000000 predicted=50.213402, expected=72.000000 Test MSE: 3283.524
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249])] predicted=29.107857, expected=8.000000 predicted=27.999567, expected=28.000000 predicted=27.722558, expected=24.000000 predicted=22.684852, expected=12.000000 predicted=22.835966, expected=8.000000 predicted=17.341927, expected=36.000000 predicted=17.772609, expected=8.000000 predicted=19.653120, expected=40.000000 predicted=21.400155, expected=24.000000 predicted=19.963845, expected=16.000000 predicted=22.811965, expected=32.000000 predicted=25.780136, expected=-4.000000 predicted=19.961056, expected=4.000000 predicted=20.909359, expected=12.000000 predicted=13.165145, expected=4.000000 predicted=11.123713, expected=28.000000 predicted=12.659474, expected=24.000000 predicted=9.731085, expected=12.000000 predicted=14.612634, expected=36.000000 predicted=18.254352, expected=36.000000 predicted=21.544859, expected=8.000000 predicted=25.819809, expected=16.000000 predicted=22.741292, expected=4.000000 predicted=18.066644, expected=28.000000 predicted=21.640751, expected=8.000000 predicted=17.074010, expected=24.000000 predicted=14.865136, expected=12.000000 predicted=14.847445, expected=28.000000 predicted=16.850439, expected=8.000000 predicted=18.456512, expected=16.000000 predicted=16.299654, expected=12.000000 predicted=16.470590, expected=8.000000 predicted=14.367196, expected=20.000000 predicted=15.320398, expected=12.000000 predicted=12.314977, expected=16.000000 predicted=14.350756, expected=44.000000 predicted=16.880460, expected=12.000000 predicted=18.742034, expected=12.000000 predicted=20.976465, expected=4.000000 predicted=16.183195, expected=36.000000 predicted=19.466819, expected=4.000000 predicted=19.832934, expected=24.000000 predicted=15.842007, expected=4.000000 predicted=13.688073, expected=8.000000 predicted=13.751097, expected=28.000000 predicted=16.630431, expected=8.000000 predicted=12.619920, expected=48.000000 predicted=19.062984, expected=24.000000 predicted=18.768457, expected=24.000000 predicted=24.302373, expected=24.000000 predicted=25.545697, expected=24.000000 predicted=24.886450, expected=4.000000 predicted=26.533690, expected=12.000000 predicted=19.102931, expected=8.000000 predicted=15.820788, expected=8.000000 predicted=13.939985, expected=28.000000 predicted=13.299704, expected=24.000000 predicted=13.203860, expected=12.000000 predicted=16.223461, expected=40.000000 predicted=18.549566, expected=28.000000 predicted=22.280940, expected=16.000000 predicted=26.307356, expected=48.000000 predicted=26.510100, expected=16.000000 predicted=26.415500, expected=4.000000 predicted=28.250037, expected=36.000000 predicted=22.923902, expected=28.000000 predicted=23.308681, expected=16.000000 predicted=27.235503, expected=32.000000 predicted=21.285979, expected=4.000000 predicted=19.781198, expected=12.000000 predicted=22.924957, expected=20.000000 predicted=17.693193, expected=16.000000 predicted=16.726117, expected=12.000000 predicted=17.205168, expected=16.000000 predicted=12.741917, expected=8.000000 predicted=13.998044, expected=20.000000 predicted=15.312133, expected=40.000000 predicted=17.037623, expected=12.000000 predicted=18.649816, expected=8.000000 predicted=18.899121, expected=40.000000 predicted=18.680193, expected=12.000000 predicted=21.913835, expected=12.000000 predicted=23.446154, expected=44.000000 predicted=18.636273, expected=52.000000 predicted=25.409944, expected=8.000000 predicted=31.175404, expected=16.000000 predicted=25.331803, expected=24.000000 predicted=23.665131, expected=40.000000 predicted=30.216934, expected=8.000000 predicted=26.825237, expected=84.000000 predicted=26.718127, expected=4.000000 predicted=29.393345, expected=12.000000 predicted=33.075417, expected=8.000000 predicted=26.126959, expected=28.000000 predicted=21.349648, expected=36.000000 predicted=30.900622, expected=8.000000 predicted=16.743787, expected=16.000000 predicted=18.716522, expected=12.000000 predicted=17.018535, expected=8.000000 predicted=18.945254, expected=36.000000 predicted=18.809757, expected=28.000000 predicted=16.482458, expected=8.000000 predicted=19.654851, expected=12.000000 predicted=17.689154, expected=28.000000 predicted=18.043655, expected=8.000000 predicted=21.241775, expected=28.000000 predicted=19.226172, expected=16.000000 predicted=15.641503, expected=8.000000 predicted=17.607622, expected=32.000000 predicted=19.362779, expected=44.000000 predicted=19.815950, expected=12.000000 predicted=25.004483, expected=32.000000 predicted=24.195376, expected=4.000000 predicted=21.434535, expected=24.000000 predicted=25.602642, expected=12.000000 predicted=22.203741, expected=40.000000 predicted=19.153368, expected=24.000000 predicted=22.766455, expected=20.000000 predicted=20.806121, expected=28.000000 predicted=24.256042, expected=28.000000 predicted=24.053594, expected=48.000000 predicted=30.797111, expected=56.000000 predicted=32.064757, expected=32.000000 predicted=35.568694, expected=56.000000 predicted=40.492420, expected=20.000000 predicted=40.042167, expected=28.000000 predicted=42.016427, expected=28.000000 predicted=37.148417, expected=24.000000 predicted=31.684081, expected=8.000000 predicted=30.123010, expected=80.000000 predicted=27.026157, expected=12.000000 predicted=30.681927, expected=16.000000 predicted=31.934897, expected=12.000000 predicted=24.879936, expected=40.000000 predicted=24.644314, expected=20.000000 predicted=33.691040, expected=32.000000 predicted=21.648073, expected=16.000000 predicted=22.656020, expected=8.000000 predicted=21.819344, expected=16.000000 predicted=23.197036, expected=20.000000 predicted=17.976529, expected=28.000000 predicted=20.254882, expected=12.000000 predicted=17.262075, expected=12.000000 predicted=16.189620, expected=4.000000 predicted=15.763918, expected=12.000000 predicted=14.836429, expected=4.000000 predicted=13.210869, expected=44.000000 predicted=12.390414, expected=12.000000 predicted=14.562455, expected=24.000000 predicted=16.546885, expected=4.000000 predicted=17.007341, expected=36.000000 predicted=18.027854, expected=12.000000 predicted=23.892762, expected=24.000000 predicted=18.386054, expected=12.000000 predicted=19.487696, expected=8.000000 predicted=15.656627, expected=20.000000 predicted=19.490297, expected=36.000000 predicted=16.481402, expected=20.000000 predicted=20.625499, expected=24.000000 predicted=19.924087, expected=16.000000 predicted=19.990843, expected=28.000000 predicted=23.184302, expected=8.000000 predicted=23.887038, expected=28.000000 predicted=20.186888, expected=4.000000 predicted=19.187383, expected=20.000000 predicted=17.104599, expected=16.000000 predicted=17.856913, expected=12.000000 predicted=14.374946, expected=48.000000 predicted=19.791295, expected=8.000000 predicted=17.880647, expected=12.000000 predicted=20.994200, expected=20.000000 predicted=18.426991, expected=32.000000 predicted=19.828823, expected=20.000000 predicted=25.568513, expected=36.000000 predicted=19.779902, expected=44.000000 predicted=24.964827, expected=48.000000 predicted=31.761188, expected=40.000000 predicted=36.921265, expected=24.000000 predicted=35.621256, expected=20.000000 predicted=36.299622, expected=4.000000 predicted=31.915171, expected=8.000000 predicted=25.766166, expected=16.000000 predicted=19.342064, expected=24.000000 predicted=15.779739, expected=40.000000 predicted=17.960338, expected=4.000000 predicted=16.754412, expected=8.000000 predicted=17.097129, expected=28.000000 predicted=18.165395, expected=24.000000 predicted=20.786820, expected=40.000000 predicted=24.831985, expected=36.000000 predicted=21.763301, expected=60.000000 predicted=30.148411, expected=40.000000 predicted=38.010169, expected=8.000000 predicted=36.321682, expected=16.000000 predicted=34.076918, expected=16.000000 predicted=28.682091, expected=12.000000 predicted=27.683730, expected=16.000000 predicted=19.550579, expected=8.000000 predicted=12.465117, expected=4.000000 predicted=12.518950, expected=20.000000 predicted=12.108465, expected=12.000000 predicted=11.819949, expected=4.000000 predicted=11.796141, expected=16.000000 predicted=10.128133, expected=4.000000 predicted=9.484947, expected=12.000000 predicted=11.915431, expected=4.000000 predicted=8.932846, expected=4.000000 predicted=7.159882, expected=4.000000 predicted=7.771522, expected=12.000000 predicted=5.955870, expected=28.000000 predicted=9.994870, expected=12.000000 predicted=10.854271, expected=44.000000 predicted=16.024328, expected=32.000000 predicted=20.870064, expected=60.000000 predicted=30.113955, expected=16.000000 predicted=33.728145, expected=8.000000 predicted=28.800395, expected=12.000000 predicted=28.568306, expected=28.000000 predicted=24.618453, expected=24.000000 predicted=27.051493, expected=28.000000 predicted=19.655546, expected=12.000000 predicted=18.687371, expected=16.000000 predicted=19.388742, expected=4.000000 predicted=19.152442, expected=52.000000 predicted=20.949921, expected=12.000000 predicted=22.204484, expected=20.000000 predicted=19.902996, expected=24.000000 predicted=20.527548, expected=40.000000 predicted=22.671662, expected=16.000000 predicted=30.154898, expected=32.000000 predicted=23.282450, expected=28.000000 predicted=25.964558, expected=8.000000 predicted=25.298012, expected=12.000000 predicted=24.019190, expected=8.000000 predicted=16.569950, expected=24.000000 predicted=18.641544, expected=8.000000 predicted=16.017649, expected=12.000000 predicted=12.012917, expected=36.000000 predicted=15.369990, expected=20.000000 predicted=17.589740, expected=32.000000 predicted=22.661853, expected=20.000000 predicted=20.950309, expected=4.000000 predicted=20.676338, expected=12.000000 predicted=21.252816, expected=20.000000 predicted=16.998646, expected=8.000000 predicted=17.304221, expected=24.000000 predicted=14.939795, expected=16.000000 predicted=13.361740, expected=44.000000 predicted=19.446573, expected=20.000000 predicted=22.865957, expected=32.000000 predicted=23.342461, expected=36.000000 predicted=28.150129, expected=24.000000 predicted=28.134619, expected=56.000000 predicted=35.227641, expected=28.000000 predicted=32.663143, expected=44.000000 predicted=36.709472, expected=4.000000 predicted=33.583614, expected=16.000000 predicted=27.713724, expected=56.000000 predicted=32.872065, expected=20.000000 predicted=28.946687, expected=12.000000 predicted=28.379881, expected=4.000000 predicted=17.867084, expected=12.000000 predicted=18.635134, expected=36.000000 predicted=23.837489, expected=12.000000 predicted=17.037844, expected=12.000000 predicted=15.386272, expected=40.000000 predicted=17.215512, expected=24.000000 predicted=22.164352, expected=4.000000 predicted=23.714652, expected=40.000000 predicted=20.321701, expected=32.000000 predicted=23.758945, expected=16.000000 predicted=28.064815, expected=28.000000 predicted=24.186149, expected=32.000000 predicted=23.354585, expected=64.000000 predicted=34.364901, expected=8.000000 predicted=32.293717, expected=36.000000 predicted=30.496204, expected=16.000000 predicted=30.383623, expected=16.000000 predicted=28.801614, expected=16.000000 predicted=27.782856, expected=8.000000 predicted=16.235220, expected=16.000000 predicted=18.466522, expected=4.000000 predicted=12.953292, expected=12.000000 predicted=11.970419, expected=20.000000 predicted=12.186632, expected=20.000000 predicted=13.008912, expected=28.000000 predicted=16.688494, expected=44.000000 predicted=20.190696, expected=36.000000 predicted=26.648070, expected=36.000000 predicted=31.072719, expected=24.000000 predicted=31.481070, expected=28.000000 predicted=32.238507, expected=12.000000 predicted=30.676163, expected=28.000000 predicted=26.973789, expected=12.000000 predicted=23.876187, expected=8.000000 predicted=19.153168, expected=28.000000 predicted=18.735743, expected=16.000000 predicted=17.007268, expected=20.000000 predicted=19.481006, expected=20.000000 predicted=17.179274, expected=52.000000 predicted=22.203702, expected=16.000000 predicted=26.821452, expected=24.000000 predicted=25.286053, expected=28.000000 predicted=25.833786, expected=12.000000 predicted=25.093150, expected=16.000000 predicted=25.842506, expected=4.000000 predicted=16.521498, expected=4.000000 predicted=14.608762, expected=12.000000 predicted=12.454372, expected=28.000000 predicted=11.782912, expected=16.000000 predicted=14.159622, expected=24.000000 predicted=14.873863, expected=20.000000 predicted=17.010167, expected=72.000000 predicted=26.511374, expected=136.000000 predicted=49.925868, expected=48.000000 predicted=57.109449, expected=52.000000 predicted=61.268568, expected=16.000000 predicted=54.171232, expected=44.000000 predicted=58.943528, expected=36.000000 predicted=57.087528, expected=16.000000 predicted=35.668606, expected=32.000000 predicted=32.520054, expected=20.000000 predicted=26.455533, expected=32.000000 predicted=29.966137, expected=36.000000 predicted=29.005032, expected=4.000000 predicted=23.806380, expected=8.000000 predicted=21.421350, expected=20.000000 predicted=18.411037, expected=8.000000 predicted=17.796156, expected=32.000000 predicted=18.505140, expected=16.000000 predicted=15.137297, expected=32.000000 predicted=19.687630, expected=12.000000 predicted=20.405023, expected=36.000000 predicted=22.194789, expected=12.000000 predicted=23.729671, expected=40.000000 predicted=24.333255, expected=36.000000 predicted=28.543466, expected=8.000000 predicted=24.739273, expected=36.000000 predicted=27.490301, expected=24.000000 predicted=25.280199, expected=40.000000 predicted=31.042488, expected=8.000000 predicted=26.289550, expected=24.000000 predicted=22.537843, expected=32.000000 predicted=26.608125, expected=8.000000 predicted=23.096586, expected=12.000000 predicted=20.717593, expected=24.000000 predicted=16.927637, expected=32.000000 predicted=21.923683, expected=20.000000 predicted=22.465615, expected=32.000000 predicted=21.620487, expected=44.000000 predicted=27.306043, expected=36.000000 predicted=32.164649, expected=44.000000 predicted=35.459164, expected=8.000000 predicted=31.052386, expected=24.000000 predicted=30.171831, expected=40.000000 predicted=31.443416, expected=24.000000 predicted=29.853669, expected=32.000000 predicted=29.421763, expected=52.000000 predicted=29.778162, expected=8.000000 predicted=30.926024, expected=20.000000 predicted=29.207639, expected=12.000000 predicted=23.174031, expected=28.000000 predicted=24.404723, expected=92.000000 predicted=35.734054, expected=24.000000 predicted=33.617624, expected=4.000000 predicted=31.480926, expected=16.000000 predicted=26.601123, expected=12.000000 predicted=27.823862, expected=8.000000 predicted=26.877010, expected=28.000000 predicted=15.337494, expected=32.000000 predicted=16.891443, expected=36.000000 predicted=23.095658, expected=36.000000 predicted=26.004402, expected=20.000000 predicted=26.698847, expected=4.000000 predicted=25.421611, expected=20.000000 predicted=23.357683, expected=28.000000 predicted=23.627860, expected=20.000000 predicted=22.351617, expected=36.000000 predicted=21.878950, expected=20.000000 predicted=21.310618, expected=32.000000 predicted=26.097713, expected=8.000000 Test MSE: 279.386
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277])] predicted=8.600613, expected=4.000000 predicted=7.628262, expected=4.000000 predicted=7.964046, expected=4.000000 predicted=5.586245, expected=8.000000 predicted=5.465778, expected=24.000000 predicted=9.028947, expected=12.000000 predicted=8.564046, expected=4.000000 predicted=10.369363, expected=4.000000 predicted=9.606685, expected=24.000000 predicted=13.418741, expected=4.000000 predicted=9.861559, expected=4.000000 predicted=10.120341, expected=4.000000 predicted=7.118931, expected=4.000000 predicted=7.439711, expected=4.000000 predicted=6.549874, expected=16.000000 predicted=6.412630, expected=4.000000 predicted=5.046980, expected=20.000000 predicted=10.207965, expected=4.000000 predicted=7.427108, expected=4.000000 predicted=9.991087, expected=4.000000 predicted=8.141400, expected=4.000000 predicted=6.665823, expected=4.000000 predicted=6.153827, expected=8.000000 predicted=4.756288, expected=12.000000 predicted=5.973262, expected=8.000000 predicted=6.547766, expected=4.000000 predicted=6.941826, expected=8.000000 predicted=7.671619, expected=8.000000 predicted=7.683838, expected=4.000000 predicted=7.115011, expected=4.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=6.115985, expected=4.000000 predicted=5.242964, expected=8.000000 predicted=5.988367, expected=4.000000 predicted=4.894862, expected=4.000000 predicted=4.937823, expected=12.000000 predicted=6.204410, expected=4.000000 predicted=5.410941, expected=4.000000 predicted=6.489064, expected=4.000000 predicted=5.200628, expected=8.000000 predicted=6.105801, expected=8.000000 predicted=6.255315, expected=20.000000 predicted=8.597080, expected=8.000000 predicted=7.959872, expected=12.000000 predicted=11.207127, expected=4.000000 predicted=9.477628, expected=8.000000 predicted=10.564583, expected=4.000000 predicted=8.552372, expected=12.000000 predicted=8.422176, expected=4.000000 predicted=6.566659, expected=4.000000 predicted=6.537299, expected=8.000000 predicted=6.596633, expected=4.000000 predicted=5.673111, expected=4.000000 predicted=6.067463, expected=20.000000 predicted=7.798402, expected=4.000000 predicted=6.245510, expected=12.000000 predicted=10.011091, expected=4.000000 predicted=7.325093, expected=8.000000 predicted=9.274902, expected=8.000000 predicted=8.783258, expected=8.000000 predicted=7.433328, expected=8.000000 predicted=7.933066, expected=4.000000 predicted=6.626609, expected=8.000000 predicted=7.571196, expected=8.000000 predicted=7.038758, expected=20.000000 predicted=9.736108, expected=28.000000 predicted=12.723835, expected=4.000000 predicted=11.560462, expected=4.000000 predicted=13.419499, expected=8.000000 predicted=11.777373, expected=4.000000 predicted=10.751913, expected=4.000000 predicted=8.470650, expected=4.000000 predicted=4.565109, expected=8.000000 predicted=5.434316, expected=4.000000 predicted=4.953836, expected=8.000000 predicted=5.737065, expected=4.000000 predicted=4.987482, expected=4.000000 predicted=5.555615, expected=4.000000 predicted=5.151714, expected=4.000000 predicted=4.603043, expected=8.000000 predicted=5.366927, expected=4.000000 predicted=4.374717, expected=4.000000 predicted=4.907590, expected=8.000000 predicted=5.395606, expected=4.000000 predicted=5.024769, expected=4.000000 predicted=5.492351, expected=4.000000 predicted=4.568036, expected=4.000000 predicted=4.606318, expected=4.000000 predicted=4.538463, expected=12.000000 predicted=5.610197, expected=8.000000 predicted=5.620580, expected=4.000000 predicted=6.277644, expected=8.000000 predicted=6.959890, expected=8.000000 predicted=7.108904, expected=16.000000 predicted=9.626367, expected=4.000000 predicted=7.357088, expected=8.000000 predicted=8.904500, expected=4.000000 predicted=7.466943, expected=4.000000 predicted=7.450056, expected=12.000000 predicted=7.958390, expected=12.000000 predicted=7.098143, expected=4.000000 predicted=7.268256, expected=4.000000 predicted=7.074250, expected=8.000000 predicted=7.328280, expected=24.000000 predicted=10.985467, expected=4.000000 predicted=8.094721, expected=8.000000 predicted=10.120468, expected=8.000000 predicted=9.010558, expected=4.000000 predicted=9.252201, expected=4.000000 predicted=8.454716, expected=8.000000 predicted=6.061687, expected=4.000000 predicted=5.614716, expected=4.000000 predicted=5.488192, expected=4.000000 predicted=4.585677, expected=12.000000 predicted=6.248357, expected=12.000000 predicted=6.997596, expected=8.000000 predicted=7.480755, expected=16.000000 predicted=9.980018, expected=4.000000 predicted=8.714265, expected=4.000000 predicted=9.904803, expected=28.000000 predicted=12.500162, expected=12.000000 Test MSE: 34.876
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236])] predicted=220.454734, expected=36.000000 predicted=166.656498, expected=100.000000 predicted=145.445533, expected=24.000000 predicted=136.038705, expected=80.000000 predicted=109.838278, expected=100.000000 predicted=149.913426, expected=80.000000 predicted=69.792139, expected=140.000000 predicted=94.420148, expected=160.000000 predicted=101.141312, expected=80.000000 predicted=102.764584, expected=120.000000 predicted=112.620593, expected=116.000000 predicted=112.955542, expected=88.000000 predicted=115.294735, expected=136.000000 predicted=121.157623, expected=28.000000 predicted=85.563839, expected=48.000000 predicted=85.036508, expected=164.000000 predicted=104.313962, expected=132.000000 predicted=104.026333, expected=80.000000 predicted=99.337469, expected=24.000000 predicted=68.212015, expected=64.000000 predicted=79.002534, expected=12.000000 predicted=75.210923, expected=40.000000 predicted=60.147726, expected=52.000000 predicted=47.324716, expected=244.000000 predicted=91.481579, expected=156.000000 predicted=103.193082, expected=40.000000 predicted=80.555963, expected=68.000000 predicted=89.951088, expected=72.000000 predicted=96.326371, expected=92.000000 predicted=117.812533, expected=92.000000 predicted=91.583281, expected=84.000000 predicted=73.702367, expected=160.000000 predicted=101.334231, expected=112.000000 predicted=101.932139, expected=112.000000 predicted=108.431242, expected=96.000000 predicted=105.835728, expected=116.000000 predicted=111.571563, expected=120.000000 predicted=121.689661, expected=164.000000 predicted=125.433371, expected=496.000000 predicted=223.378628, expected=52.000000 predicted=158.906037, expected=8.000000 predicted=140.173313, expected=8.000000 predicted=120.160222, expected=140.000000 predicted=149.339633, expected=88.000000 predicted=152.164232, expected=48.000000 predicted=55.076234, expected=60.000000 predicted=55.454250, expected=52.000000 predicted=60.817051, expected=20.000000 predicted=65.348265, expected=244.000000 predicted=105.929240, expected=108.000000 predicted=88.710827, expected=44.000000 predicted=80.016735, expected=96.000000 predicted=91.139605, expected=200.000000 predicted=123.299960, expected=212.000000 predicted=163.455882, expected=204.000000 predicted=149.086364, expected=44.000000 predicted=115.495451, expected=36.000000 predicted=117.667520, expected=80.000000 predicted=128.711676, expected=68.000000 predicted=109.073943, expected=76.000000 predicted=90.146007, expected=16.000000 predicted=47.094856, expected=84.000000 predicted=61.773090, expected=80.000000 predicted=69.632102, expected=4.000000 predicted=47.922029, expected=4.000000 predicted=39.881090, expected=44.000000 predicted=38.329455, expected=88.000000 predicted=57.485900, expected=104.000000 predicted=61.380112, expected=124.000000 predicted=65.775070, expected=276.000000 predicted=125.058074, expected=80.000000 predicted=109.055082, expected=80.000000 predicted=116.399408, expected=68.000000 predicted=113.862520, expected=60.000000 predicted=108.125983, expected=68.000000 predicted=109.601459, expected=44.000000 predicted=63.828415, expected=40.000000 predicted=57.821641, expected=108.000000 predicted=70.832022, expected=68.000000 predicted=64.585215, expected=44.000000 predicted=59.172833, expected=40.000000 predicted=53.731460, expected=152.000000 predicted=84.403903, expected=84.000000 predicted=83.805846, expected=96.000000 predicted=81.526648, expected=124.000000 predicted=92.240585, expected=460.000000 predicted=197.650571, expected=120.000000 predicted=164.012555, expected=100.000000 predicted=150.455102, expected=44.000000 predicted=142.780144, expected=88.000000 predicted=144.737542, expected=60.000000 predicted=151.062097, expected=100.000000 predicted=88.423035, expected=56.000000 predicted=73.420416, expected=24.000000 predicted=54.606683, expected=32.000000 predicted=57.405432, expected=68.000000 predicted=58.085739, expected=48.000000 predicted=55.414083, expected=68.000000 predicted=51.904374, expected=92.000000 predicted=59.210037, expected=12.000000 predicted=45.445266, expected=24.000000 predicted=48.221405, expected=124.000000 predicted=70.255067, expected=52.000000 predicted=59.851113, expected=56.000000 predicted=60.317070, expected=112.000000 predicted=68.555154, expected=32.000000 predicted=58.340233, expected=136.000000 predicted=94.316966, expected=108.000000 predicted=85.212538, expected=20.000000 predicted=66.655819, expected=44.000000 predicted=73.197843, expected=52.000000 predicted=61.459498, expected=160.000000 predicted=99.254169, expected=136.000000 predicted=94.719706, expected=92.000000 predicted=80.870161, expected=28.000000 predicted=74.923837, expected=44.000000 predicted=77.556946, expected=124.000000 predicted=104.943090, expected=88.000000 predicted=87.723558, expected=100.000000 predicted=82.184948, expected=148.000000 predicted=94.392740, expected=84.000000 predicted=92.524164, expected=92.000000 predicted=104.526448, expected=76.000000 predicted=94.580550, expected=180.000000 predicted=122.144590, expected=88.000000 predicted=109.671016, expected=68.000000 predicted=91.941529, expected=72.000000 predicted=93.188297, expected=4.000000 predicted=69.366796, expected=12.000000 predicted=67.527852, expected=36.000000 predicted=47.338320, expected=104.000000 predicted=57.888841, expected=128.000000 predicted=69.794272, expected=68.000000 predicted=56.222934, expected=76.000000 predicted=68.043363, expected=12.000000 predicted=60.083237, expected=16.000000 predicted=61.161145, expected=32.000000 predicted=55.921518, expected=96.000000 predicted=57.529123, expected=184.000000 predicted=87.006186, expected=80.000000 predicted=67.293271, expected=136.000000 predicted=92.656395, expected=52.000000 predicted=86.766858, expected=92.000000 predicted=103.065992, expected=48.000000 predicted=96.314795, expected=168.000000 predicted=105.278229, expected=24.000000 predicted=80.784517, expected=132.000000 predicted=88.953194, expected=104.000000 predicted=97.601621, expected=40.000000 predicted=75.391909, expected=4.000000 predicted=73.018996, expected=56.000000 predicted=56.984578, expected=208.000000 predicted=110.965150, expected=4.000000 predicted=61.058430, expected=16.000000 predicted=46.459500, expected=36.000000 predicted=50.702190, expected=64.000000 predicted=62.521297, expected=76.000000 predicted=75.936568, expected=72.000000 predicted=45.809670, expected=56.000000 predicted=51.249977, expected=48.000000 predicted=55.579624, expected=32.000000 predicted=54.316664, expected=36.000000 predicted=51.725157, expected=28.000000 predicted=44.014512, expected=104.000000 predicted=58.428331, expected=108.000000 predicted=65.702733, expected=68.000000 predicted=60.568024, expected=112.000000 predicted=79.014867, expected=4.000000 predicted=58.542400, expected=28.000000 predicted=65.367061, expected=128.000000 predicted=85.394422, expected=44.000000 predicted=60.562434, expected=156.000000 predicted=90.603876, expected=40.000000 predicted=59.949118, expected=48.000000 predicted=66.196201, expected=40.000000 predicted=74.544830, expected=44.000000 predicted=58.099374, expected=44.000000 predicted=64.401697, expected=100.000000 predicted=58.464638, expected=184.000000 predicted=90.728718, expected=148.000000 predicted=97.948391, expected=124.000000 predicted=105.234642, expected=52.000000 predicted=96.488813, expected=520.000000 predicted=230.569775, expected=52.000000 predicted=168.409839, expected=88.000000 predicted=149.237345, expected=88.000000 predicted=152.194590, expected=152.000000 predicted=150.130321, expected=76.000000 predicted=171.287607, expected=104.000000 predicted=91.734491, expected=16.000000 predicted=79.604898, expected=52.000000 predicted=76.309724, expected=28.000000 predicted=70.565057, expected=100.000000 predicted=66.367678, expected=56.000000 predicted=61.635355, expected=96.000000 predicted=59.337174, expected=456.000000 predicted=171.851397, expected=92.000000 predicted=128.207984, expected=28.000000 predicted=119.951620, expected=84.000000 predicted=132.432858, expected=56.000000 predicted=121.398566, expected=28.000000 predicted=127.562507, expected=104.000000 predicted=72.292928, expected=500.000000 predicted=177.971436, expected=44.000000 predicted=120.103369, expected=36.000000 predicted=113.186539, expected=88.000000 predicted=131.708853, expected=100.000000 predicted=130.585227, expected=84.000000 predicted=155.768142, expected=280.000000 predicted=124.507549, expected=84.000000 predicted=101.911171, expected=84.000000 predicted=112.639924, expected=80.000000 predicted=116.784045, expected=72.000000 predicted=102.725436, expected=80.000000 predicted=121.583029, expected=488.000000 predicted=186.477073, expected=80.000000 predicted=131.405845, expected=144.000000 predicted=148.811356, expected=28.000000 predicted=137.383460, expected=28.000000 predicted=115.041127, expected=68.000000 predicted=166.473704, expected=56.000000 predicted=64.952491, expected=88.000000 predicted=77.459476, expected=204.000000 predicted=90.526014, expected=112.000000 predicted=89.218162, expected=80.000000 predicted=95.552511, expected=220.000000 predicted=133.849540, expected=136.000000 predicted=133.397972, expected=188.000000 predicted=164.303746, expected=76.000000 predicted=128.336198, expected=104.000000 predicted=123.494764, expected=92.000000 predicted=138.838481, expected=148.000000 predicted=126.039308, expected=104.000000 predicted=123.662420, expected=108.000000 predicted=102.510132, expected=148.000000 predicted=120.873818, expected=80.000000 predicted=106.521640, expected=32.000000 predicted=97.940805, expected=76.000000 predicted=90.754238, expected=84.000000 predicted=88.000717, expected=120.000000 predicted=98.034696, expected=108.000000 predicted=86.870462, expected=40.000000 predicted=67.838872, expected=60.000000 predicted=78.237857, expected=28.000000 predicted=68.108160, expected=104.000000 predicted=82.525558, expected=96.000000 predicted=79.205035, expected=92.000000 predicted=69.256123, expected=108.000000 predicted=83.804342, expected=32.000000 predicted=66.296288, expected=64.000000 predicted=81.585015, expected=104.000000 predicted=86.737701, expected=12.000000 predicted=62.300202, expected=96.000000 predicted=76.022110, expected=44.000000 predicted=55.075732, expected=140.000000 predicted=81.514559, expected=80.000000 predicted=83.199976, expected=60.000000 predicted=63.821955, expected=60.000000 predicted=80.041028, expected=36.000000 predicted=62.270370, expected=16.000000 predicted=65.039314, expected=80.000000 predicted=60.188576, expected=48.000000 predicted=50.276131, expected=124.000000 predicted=67.802068, expected=128.000000 predicted=77.009894, expected=88.000000 predicted=75.207471, expected=64.000000 predicted=85.490396, expected=72.000000 predicted=81.516693, expected=20.000000 predicted=77.592404, expected=56.000000 predicted=73.520255, expected=128.000000 predicted=80.076027, expected=20.000000 predicted=54.710145, expected=76.000000 predicted=64.409307, expected=44.000000 predicted=53.221099, expected=88.000000 predicted=67.886476, expected=116.000000 predicted=88.639383, expected=92.000000 predicted=69.888431, expected=48.000000 predicted=73.816874, expected=32.000000 predicted=62.682202, expected=48.000000 predicted=68.594798, expected=52.000000 predicted=66.856556, expected=132.000000 predicted=77.319222, expected=80.000000 predicted=66.081521, expected=76.000000 predicted=66.836878, expected=132.000000 predicted=89.736959, expected=44.000000 predicted=77.017383, expected=76.000000 predicted=91.329980, expected=4.000000 predicted=62.125339, expected=56.000000 predicted=62.585698, expected=112.000000 predicted=81.827707, expected=84.000000 predicted=62.888889, expected=4.000000 predicted=51.531146, expected=124.000000 predicted=66.028299, expected=508.000000 predicted=187.397728, expected=32.000000 predicted=126.452785, expected=92.000000 predicted=132.488639, expected=128.000000 predicted=140.217511, expected=128.000000 predicted=152.323232, expected=12.000000 predicted=167.173363, expected=24.000000 predicted=61.676297, expected=4.000000 predicted=58.902349, expected=40.000000 predicted=56.670480, expected=76.000000 predicted=57.100994, expected=76.000000 predicted=40.393032, expected=76.000000 predicted=51.218814, expected=12.000000 predicted=39.990575, expected=20.000000 predicted=45.217746, expected=28.000000 predicted=47.330489, expected=80.000000 predicted=52.993560, expected=56.000000 predicted=48.880923, expected=116.000000 predicted=56.757066, expected=108.000000 predicted=70.089291, expected=16.000000 predicted=56.982232, expected=36.000000 predicted=66.647999, expected=80.000000 predicted=68.546814, expected=64.000000 predicted=70.570466, expected=112.000000 predicted=78.077654, expected=84.000000 predicted=64.329807, expected=96.000000 predicted=76.898819, expected=96.000000 predicted=89.731372, expected=56.000000 predicted=78.566654, expected=12.000000 predicted=70.872355, expected=92.000000 predicted=75.792411, expected=84.000000 predicted=74.715623, expected=44.000000 predicted=62.891971, expected=92.000000 predicted=67.934694, expected=120.000000 predicted=74.236876, expected=24.000000 predicted=69.612125, expected=80.000000 predicted=76.654025, expected=88.000000 predicted=73.978349, expected=172.000000 predicted=102.912361, expected=140.000000 predicted=110.885972, expected=96.000000 predicted=93.443465, expected=100.000000 predicted=110.242084, expected=52.000000 predicted=98.354933, expected=120.000000 predicted=117.939781, expected=48.000000 predicted=90.618459, expected=92.000000 predicted=85.349267, expected=92.000000 predicted=87.499129, expected=48.000000 predicted=68.231267, expected=92.000000 predicted=87.096394, expected=76.000000 predicted=72.371964, expected=80.000000 predicted=79.841193, expected=108.000000 predicted=87.329407, expected=68.000000 predicted=74.286606, expected=40.000000 predicted=73.739870, expected=92.000000 predicted=79.434871, expected=480.000000 predicted=181.298771, expected=104.000000 predicted=137.798473, expected=28.000000 predicted=119.320191, expected=88.000000 predicted=135.325403, expected=64.000000 predicted=121.607226, expected=60.000000 predicted=155.215076, expected=72.000000 predicted=73.545286, expected=96.000000 predicted=67.539344, expected=24.000000 predicted=62.919349, expected=32.000000 predicted=55.653796, expected=76.000000 predicted=62.386237, expected=92.000000 predicted=67.029099, expected=104.000000 predicted=76.617757, expected=36.000000 predicted=55.162788, expected=52.000000 predicted=61.608475, expected=76.000000 predicted=73.449593, expected=104.000000 predicted=79.945074, expected=60.000000 predicted=72.785490, expected=164.000000 predicted=89.334784, expected=8.000000 predicted=66.361981, expected=108.000000 predicted=88.085269, expected=108.000000 predicted=96.748101, expected=156.000000 predicted=100.348709, expected=128.000000 predicted=119.896033, expected=28.000000 predicted=75.159364, expected=72.000000 predicted=98.858372, expected=100.000000 predicted=98.934158, expected=84.000000 predicted=95.518941, expected=32.000000 predicted=73.641350, expected=28.000000 predicted=52.211475, expected=124.000000 predicted=79.270253, expected=76.000000 predicted=74.114212, expected=60.000000 predicted=67.289824, expected=444.000000 predicted=161.451776, expected=28.000000 predicted=103.705623, expected=108.000000 predicted=138.032111, expected=8.000000 predicted=113.142538, expected=136.000000 predicted=116.999483, expected=32.000000 predicted=142.840954, expected=140.000000 predicted=76.007100, expected=76.000000 predicted=87.639142, expected=140.000000 predicted=84.916433, expected=128.000000 predicted=115.816598, expected=12.000000 predicted=73.058941, expected=12.000000 predicted=82.380361, expected=128.000000 predicted=87.086916, expected=92.000000 predicted=87.052588, expected=176.000000 predicted=103.641382, expected=52.000000 predicted=72.791818, expected=72.000000 predicted=79.460966, expected=100.000000 predicted=107.170527, expected=12.000000 predicted=73.262948, expected=32.000000 predicted=77.700840, expected=92.000000 predicted=63.550292, expected=68.000000 predicted=61.486650, expected=28.000000 predicted=55.933028, expected=72.000000 predicted=51.296537, expected=124.000000 Test MSE: 6841.295
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695])] predicted=37.403792, expected=80.000000 predicted=43.935849, expected=84.000000 predicted=57.386816, expected=72.000000 predicted=66.148781, expected=24.000000 predicted=47.742197, expected=72.000000 predicted=62.352679, expected=24.000000 predicted=54.532148, expected=12.000000 predicted=46.044248, expected=48.000000 predicted=46.066083, expected=88.000000 predicted=46.411376, expected=12.000000 predicted=41.363603, expected=20.000000 predicted=33.910897, expected=44.000000 predicted=35.232394, expected=56.000000 predicted=43.482404, expected=52.000000 predicted=51.054715, expected=68.000000 predicted=43.876761, expected=8.000000 predicted=34.580182, expected=40.000000 predicted=44.614279, expected=20.000000 predicted=38.130566, expected=28.000000 predicted=34.957976, expected=16.000000 predicted=32.358957, expected=36.000000 predicted=23.897187, expected=88.000000 predicted=45.016159, expected=20.000000 predicted=30.608285, expected=36.000000 predicted=38.666891, expected=24.000000 predicted=32.994740, expected=20.000000 predicted=32.612761, expected=12.000000 predicted=35.894840, expected=84.000000 predicted=37.856940, expected=40.000000 predicted=35.539959, expected=40.000000 predicted=37.429455, expected=44.000000 predicted=40.130743, expected=44.000000 predicted=38.815744, expected=64.000000 predicted=57.438340, expected=52.000000 predicted=47.156435, expected=64.000000 predicted=52.449058, expected=40.000000 predicted=49.339926, expected=28.000000 predicted=45.225290, expected=32.000000 predicted=46.237375, expected=20.000000 predicted=36.517869, expected=60.000000 predicted=45.330612, expected=96.000000 predicted=51.977690, expected=36.000000 predicted=42.324738, expected=40.000000 predicted=47.402066, expected=36.000000 predicted=43.195428, expected=96.000000 predicted=63.452846, expected=56.000000 predicted=62.561511, expected=48.000000 predicted=51.170955, expected=32.000000 predicted=48.931533, expected=28.000000 predicted=43.540405, expected=44.000000 predicted=53.691608, expected=32.000000 predicted=39.557537, expected=48.000000 predicted=41.038835, expected=44.000000 predicted=38.298430, expected=80.000000 predicted=48.799778, expected=20.000000 predicted=41.284742, expected=44.000000 predicted=44.239263, expected=112.000000 predicted=64.266884, expected=28.000000 predicted=47.610168, expected=28.000000 predicted=54.766871, expected=20.000000 predicted=37.550827, expected=16.000000 predicted=35.250276, expected=44.000000 predicted=48.344820, expected=16.000000 predicted=23.484416, expected=96.000000 predicted=44.393463, expected=8.000000 predicted=28.389787, expected=52.000000 predicted=39.396458, expected=28.000000 predicted=39.932746, expected=12.000000 predicted=28.657531, expected=28.000000 predicted=42.364147, expected=16.000000 predicted=20.189849, expected=80.000000 predicted=42.752322, expected=16.000000 predicted=27.852697, expected=28.000000 predicted=29.295499, expected=24.000000 predicted=31.077996, expected=24.000000 predicted=27.357843, expected=4.000000 predicted=30.635302, expected=68.000000 predicted=31.151519, expected=80.000000 predicted=41.619866, expected=32.000000 predicted=36.974493, expected=16.000000 predicted=35.766073, expected=8.000000 predicted=27.929024, expected=16.000000 predicted=35.095889, expected=48.000000 predicted=38.749169, expected=36.000000 predicted=27.383655, expected=20.000000 predicted=23.415870, expected=16.000000 predicted=22.105254, expected=72.000000 predicted=37.060330, expected=4.000000 predicted=29.383776, expected=64.000000 predicted=40.033509, expected=20.000000 predicted=30.045783, expected=24.000000 predicted=29.705445, expected=12.000000 predicted=34.618188, expected=56.000000 predicted=29.329267, expected=44.000000 predicted=39.746310, expected=24.000000 predicted=28.603554, expected=16.000000 predicted=28.260660, expected=32.000000 predicted=28.306276, expected=24.000000 predicted=32.800157, expected=60.000000 predicted=37.521726, expected=8.000000 predicted=24.718144, expected=20.000000 predicted=25.237788, expected=24.000000 predicted=27.942538, expected=48.000000 predicted=30.597903, expected=64.000000 predicted=42.853873, expected=8.000000 predicted=24.470112, expected=12.000000 predicted=27.423776, expected=20.000000 predicted=27.278194, expected=4.000000 predicted=23.651115, expected=4.000000 predicted=21.110602, expected=28.000000 predicted=13.894001, expected=8.000000 predicted=11.232161, expected=16.000000 predicted=14.503111, expected=8.000000 predicted=10.381780, expected=52.000000 predicted=21.293658, expected=40.000000 predicted=27.094240, expected=16.000000 predicted=21.308815, expected=32.000000 predicted=27.940207, expected=28.000000 predicted=26.322626, expected=4.000000 predicted=27.171353, expected=12.000000 predicted=22.760860, expected=20.000000 predicted=17.878013, expected=8.000000 predicted=16.681295, expected=16.000000 predicted=16.251051, expected=24.000000 predicted=14.123809, expected=12.000000 predicted=14.135343, expected=20.000000 predicted=17.601934, expected=8.000000 predicted=13.043698, expected=12.000000 predicted=14.608915, expected=8.000000 predicted=13.990522, expected=24.000000 predicted=14.564243, expected=12.000000 predicted=14.063171, expected=28.000000 predicted=16.202867, expected=20.000000 predicted=17.191213, expected=32.000000 predicted=20.649103, expected=68.000000 predicted=34.833898, expected=24.000000 predicted=27.791097, expected=20.000000 predicted=31.165556, expected=44.000000 predicted=34.758188, expected=76.000000 predicted=45.252661, expected=48.000000 predicted=48.647435, expected=24.000000 predicted=37.302620, expected=8.000000 predicted=32.263364, expected=8.000000 predicted=31.057621, expected=16.000000 predicted=31.319547, expected=52.000000 predicted=30.641709, expected=72.000000 predicted=34.559094, expected=12.000000 predicted=24.399620, expected=8.000000 predicted=25.074710, expected=44.000000 predicted=33.413928, expected=32.000000 predicted=35.379086, expected=8.000000 predicted=30.836794, expected=28.000000 predicted=22.797964, expected=28.000000 predicted=22.572273, expected=24.000000 predicted=27.826250, expected=8.000000 predicted=21.055690, expected=8.000000 predicted=15.212345, expected=16.000000 predicted=18.715683, expected=20.000000 predicted=17.923494, expected=4.000000 predicted=12.954564, expected=12.000000 predicted=11.337074, expected=36.000000 predicted=17.490610, expected=4.000000 predicted=13.119368, expected=28.000000 predicted=19.560288, expected=40.000000 predicted=21.507358, expected=104.000000 predicted=42.746869, expected=32.000000 predicted=39.256641, expected=32.000000 predicted=37.313434, expected=24.000000 predicted=40.622607, expected=52.000000 predicted=45.111268, expected=40.000000 predicted=51.115402, expected=44.000000 predicted=37.700215, expected=80.000000 predicted=49.221328, expected=36.000000 predicted=41.963550, expected=20.000000 predicted=43.508187, expected=32.000000 predicted=41.306671, expected=40.000000 predicted=40.236774, expected=8.000000 predicted=35.787027, expected=40.000000 predicted=31.968651, expected=64.000000 predicted=36.072933, expected=40.000000 predicted=36.096047, expected=52.000000 predicted=43.508308, expected=20.000000 predicted=32.669073, expected=36.000000 predicted=40.645709, expected=24.000000 predicted=39.395954, expected=64.000000 predicted=41.733681, expected=56.000000 predicted=44.635678, expected=64.000000 predicted=44.361224, expected=12.000000 predicted=39.078212, expected=24.000000 predicted=37.140418, expected=20.000000 predicted=39.264238, expected=16.000000 predicted=30.532451, expected=24.000000 predicted=30.061517, expected=84.000000 predicted=35.015115, expected=64.000000 predicted=39.978036, expected=36.000000 predicted=38.924803, expected=16.000000 predicted=36.272488, expected=20.000000 predicted=35.428138, expected=12.000000 predicted=38.332748, expected=92.000000 predicted=48.959997, expected=84.000000 predicted=47.438023, expected=52.000000 predicted=43.961806, expected=44.000000 predicted=48.995037, expected=24.000000 predicted=42.829092, expected=32.000000 predicted=54.687316, expected=28.000000 predicted=45.472968, expected=44.000000 predicted=39.248219, expected=76.000000 predicted=46.532988, expected=68.000000 predicted=45.966471, expected=36.000000 predicted=44.738731, expected=12.000000 predicted=38.640478, expected=28.000000 predicted=41.361127, expected=8.000000 predicted=36.482094, expected=48.000000 predicted=38.783058, expected=60.000000 predicted=36.416044, expected=8.000000 predicted=22.332404, expected=4.000000 predicted=24.499754, expected=16.000000 predicted=20.871374, expected=24.000000 predicted=27.002307, expected=48.000000 predicted=33.311126, expected=64.000000 predicted=30.535898, expected=8.000000 predicted=21.854192, expected=32.000000 predicted=31.235846, expected=8.000000 predicted=26.315400, expected=32.000000 predicted=32.630502, expected=20.000000 predicted=30.656398, expected=76.000000 predicted=33.035686, expected=96.000000 predicted=50.470458, expected=16.000000 predicted=33.433826, expected=24.000000 predicted=41.780240, expected=4.000000 predicted=31.700377, expected=4.000000 predicted=34.629924, expected=36.000000 predicted=38.745509, expected=16.000000 predicted=15.628712, expected=100.000000 predicted=40.479087, expected=56.000000 predicted=35.360583, expected=16.000000 predicted=31.004998, expected=12.000000 predicted=36.449743, expected=20.000000 predicted=30.378949, expected=12.000000 predicted=38.949290, expected=20.000000 predicted=26.064233, expected=12.000000 predicted=14.793884, expected=40.000000 predicted=21.398025, expected=20.000000 predicted=20.314777, expected=52.000000 predicted=28.326259, expected=28.000000 predicted=27.772783, expected=16.000000 predicted=24.037742, expected=44.000000 predicted=36.189702, expected=24.000000 predicted=27.509912, expected=92.000000 predicted=51.172216, expected=56.000000 predicted=43.620088, expected=16.000000 predicted=34.737882, expected=8.000000 predicted=36.778987, expected=16.000000 predicted=29.992573, expected=8.000000 predicted=34.828345, expected=20.000000 predicted=24.458275, expected=16.000000 predicted=14.421435, expected=12.000000 predicted=12.267669, expected=16.000000 predicted=15.074629, expected=16.000000 predicted=13.785831, expected=8.000000 predicted=14.022706, expected=24.000000 predicted=16.683303, expected=20.000000 predicted=15.859884, expected=4.000000 predicted=12.971883, expected=4.000000 predicted=11.873340, expected=12.000000 predicted=11.122449, expected=24.000000 predicted=16.664337, expected=72.000000 predicted=29.937284, expected=52.000000 predicted=28.950791, expected=64.000000 predicted=38.812395, expected=36.000000 predicted=39.222009, expected=12.000000 predicted=35.713682, expected=56.000000 predicted=52.516410, expected=20.000000 predicted=37.302987, expected=20.000000 predicted=35.670812, expected=24.000000 predicted=28.660420, expected=16.000000 predicted=20.968378, expected=36.000000 predicted=32.875433, expected=36.000000 predicted=26.236381, expected=12.000000 predicted=21.557137, expected=20.000000 predicted=23.636605, expected=12.000000 predicted=19.313662, expected=24.000000 predicted=24.376667, expected=24.000000 predicted=23.338158, expected=16.000000 predicted=16.804551, expected=16.000000 predicted=18.472087, expected=20.000000 predicted=17.865221, expected=12.000000 predicted=17.905458, expected=44.000000 predicted=25.592521, expected=64.000000 predicted=32.643509, expected=4.000000 predicted=21.862898, expected=20.000000 predicted=26.125733, expected=8.000000 predicted=20.653545, expected=4.000000 predicted=22.097486, expected=28.000000 predicted=27.363278, expected=4.000000 predicted=8.866135, expected=60.000000 predicted=26.795277, expected=24.000000 predicted=20.224025, expected=8.000000 predicted=17.347326, expected=4.000000 predicted=19.815775, expected=44.000000 predicted=23.892661, expected=20.000000 predicted=28.944423, expected=32.000000 predicted=23.991762, expected=24.000000 predicted=21.024193, expected=32.000000 predicted=23.961353, expected=8.000000 predicted=25.754523, expected=12.000000 predicted=19.516335, expected=36.000000 predicted=26.553167, expected=4.000000 predicted=16.899168, expected=20.000000 predicted=20.591249, expected=16.000000 predicted=15.012313, expected=8.000000 predicted=13.715034, expected=4.000000 predicted=15.537358, expected=4.000000 predicted=7.549115, expected=4.000000 predicted=9.341291, expected=20.000000 predicted=11.495315, expected=48.000000 predicted=18.935122, expected=48.000000 predicted=23.563684, expected=16.000000 predicted=20.388230, expected=28.000000 predicted=25.160566, expected=44.000000 predicted=33.515062, expected=8.000000 predicted=29.455479, expected=28.000000 predicted=31.096106, expected=28.000000 predicted=24.423737, expected=8.000000 predicted=21.349527, expected=8.000000 predicted=21.605726, expected=4.000000 predicted=11.328764, expected=8.000000 predicted=14.098801, expected=12.000000 predicted=13.112699, expected=20.000000 predicted=11.134670, expected=36.000000 predicted=17.232940, expected=4.000000 predicted=11.266973, expected=32.000000 predicted=19.746733, expected=12.000000 predicted=17.107965, expected=12.000000 predicted=17.828439, expected=20.000000 predicted=21.480088, expected=48.000000 predicted=22.994107, expected=16.000000 predicted=23.132678, expected=24.000000 predicted=21.520692, expected=12.000000 predicted=19.298905, expected=12.000000 predicted=19.513810, expected=8.000000 predicted=21.208326, expected=48.000000 predicted=23.540959, expected=28.000000 predicted=22.991918, expected=28.000000 predicted=22.517769, expected=4.000000 predicted=17.935636, expected=4.000000 predicted=15.513713, expected=8.000000 predicted=20.961747, expected=44.000000 predicted=23.631877, expected=40.000000 predicted=24.989432, expected=52.000000 predicted=27.395651, expected=20.000000 predicted=24.401389, expected=48.000000 predicted=34.004702, expected=28.000000 predicted=37.430509, expected=32.000000 predicted=35.871255, expected=16.000000 predicted=32.563065, expected=20.000000 predicted=24.776480, expected=16.000000 predicted=27.270732, expected=12.000000 predicted=19.713753, expected=24.000000 predicted=21.931764, expected=28.000000 predicted=20.060237, expected=16.000000 predicted=18.801980, expected=20.000000 predicted=19.168158, expected=48.000000 predicted=26.691938, expected=32.000000 predicted=27.886851, expected=20.000000 predicted=26.516601, expected=40.000000 predicted=29.710180, expected=12.000000 predicted=24.415255, expected=4.000000 predicted=24.934278, expected=44.000000 predicted=29.016136, expected=4.000000 predicted=17.172972, expected=8.000000 predicted=19.688610, expected=4.000000 predicted=11.365616, expected=8.000000 predicted=9.439986, expected=52.000000 predicted=27.777063, expected=8.000000 predicted=11.755687, expected=20.000000 predicted=16.594246, expected=12.000000 predicted=15.100262, expected=24.000000 predicted=18.842332, expected=8.000000 predicted=22.357695, expected=8.000000 predicted=11.676599, expected=12.000000 predicted=14.254278, expected=16.000000 predicted=13.120362, expected=28.000000 predicted=18.709913, expected=28.000000 predicted=17.434816, expected=24.000000 predicted=18.833977, expected=4.000000 predicted=15.664210, expected=32.000000 predicted=22.645125, expected=28.000000 predicted=24.676739, expected=48.000000 predicted=30.471822, expected=36.000000 predicted=29.694229, expected=12.000000 predicted=21.745154, expected=24.000000 predicted=29.373459, expected=36.000000 predicted=30.585559, expected=40.000000 predicted=35.194222, expected=20.000000 predicted=27.919028, expected=36.000000 predicted=27.527741, expected=16.000000 Test MSE: 493.771
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124])] predicted=10.965373, expected=16.000000 predicted=13.803211, expected=12.000000 predicted=14.372196, expected=8.000000 predicted=12.284486, expected=8.000000 predicted=11.889617, expected=4.000000 predicted=10.944831, expected=8.000000 predicted=8.747959, expected=12.000000 predicted=8.217412, expected=4.000000 predicted=7.712060, expected=8.000000 predicted=7.035054, expected=4.000000 predicted=6.868222, expected=4.000000 predicted=6.717481, expected=8.000000 predicted=5.990873, expected=4.000000 predicted=5.641215, expected=12.000000 predicted=6.220823, expected=8.000000 predicted=6.899331, expected=4.000000 predicted=7.124658, expected=8.000000 predicted=6.903984, expected=4.000000 predicted=7.046159, expected=4.000000 predicted=6.368525, expected=12.000000 predicted=6.091897, expected=4.000000 predicted=6.535202, expected=12.000000 predicted=6.962782, expected=4.000000 predicted=6.967735, expected=4.000000 predicted=7.027038, expected=4.000000 predicted=6.058787, expected=4.000000 predicted=5.543308, expected=4.000000 predicted=4.838464, expected=4.000000 predicted=3.958747, expected=12.000000 predicted=5.040818, expected=8.000000 predicted=6.289427, expected=20.000000 predicted=8.509843, expected=20.000000 predicted=11.700072, expected=8.000000 predicted=13.244123, expected=16.000000 predicted=13.550228, expected=8.000000 predicted=13.956342, expected=12.000000 predicted=13.688292, expected=28.000000 predicted=14.122513, expected=4.000000 predicted=14.258538, expected=16.000000 predicted=13.364103, expected=8.000000 predicted=12.827398, expected=4.000000 predicted=12.765933, expected=4.000000 predicted=9.133293, expected=36.000000 predicted=11.200162, expected=20.000000 predicted=15.416938, expected=8.000000 predicted=14.421659, expected=4.000000 predicted=12.627215, expected=8.000000 predicted=14.020341, expected=4.000000 predicted=12.310577, expected=12.000000 predicted=8.435528, expected=4.000000 predicted=6.795437, expected=12.000000 predicted=7.305742, expected=4.000000 predicted=7.401631, expected=20.000000 predicted=9.171150, expected=8.000000 predicted=10.202582, expected=12.000000 predicted=10.424485, expected=36.000000 predicted=14.165035, expected=8.000000 predicted=16.854473, expected=8.000000 predicted=15.162387, expected=4.000000 predicted=12.427484, expected=16.000000 predicted=14.176087, expected=4.000000 predicted=11.694379, expected=4.000000 predicted=7.408262, expected=4.000000 predicted=6.241184, expected=24.000000 predicted=9.034349, expected=16.000000 predicted=11.388888, expected=24.000000 predicted=13.051287, expected=16.000000 predicted=15.325098, expected=36.000000 predicted=20.467765, expected=20.000000 predicted=23.188104, expected=92.000000 predicted=32.479506, expected=40.000000 predicted=41.845014, expected=16.000000 predicted=39.646512, expected=4.000000 predicted=33.458615, expected=4.000000 predicted=30.365311, expected=12.000000 predicted=24.520862, expected=40.000000 predicted=18.606817, expected=32.000000 predicted=19.509494, expected=20.000000 predicted=19.584593, expected=12.000000 predicted=19.579922, expected=12.000000 predicted=21.223215, expected=20.000000 predicted=22.056562, expected=20.000000 predicted=19.385231, expected=20.000000 predicted=17.440577, expected=16.000000 predicted=16.747732, expected=32.000000 predicted=19.990612, expected=28.000000 predicted=23.419990, expected=60.000000 predicted=29.807163, expected=28.000000 predicted=32.534739, expected=68.000000 predicted=38.649393, expected=28.000000 predicted=42.459987, expected=32.000000 predicted=40.652108, expected=8.000000 predicted=35.606655, expected=28.000000 predicted=31.027080, expected=40.000000 predicted=33.288078, expected=52.000000 predicted=33.049903, expected=24.000000 predicted=31.651372, expected=68.000000 predicted=35.804003, expected=64.000000 predicted=48.646968, expected=28.000000 predicted=47.874569, expected=36.000000 predicted=42.922569, expected=76.000000 predicted=49.215337, expected=124.000000 predicted=69.116183, expected=32.000000 predicted=62.243668, expected=52.000000 predicted=56.833314, expected=16.000000 predicted=57.745244, expected=16.000000 predicted=51.341095, expected=48.000000 predicted=45.228015, expected=64.000000 predicted=40.878615, expected=56.000000 predicted=43.564392, expected=40.000000 predicted=39.620416, expected=28.000000 predicted=40.810066, expected=36.000000 predicted=44.596957, expected=24.000000 predicted=41.304589, expected=48.000000 predicted=38.554894, expected=104.000000 predicted=49.814903, expected=24.000000 predicted=46.795350, expected=56.000000 predicted=44.976400, expected=52.000000 predicted=50.724656, expected=52.000000 predicted=57.945478, expected=36.000000 predicted=53.527730, expected=44.000000 predicted=43.376095, expected=36.000000 predicted=46.074274, expected=40.000000 predicted=43.306262, expected=20.000000 predicted=37.639035, expected=20.000000 predicted=31.512977, expected=40.000000 predicted=33.172996, expected=40.000000 predicted=34.196218, expected=60.000000 predicted=37.710408, expected=40.000000 predicted=37.637451, expected=48.000000 predicted=40.931240, expected=76.000000 predicted=51.448007, expected=60.000000 predicted=56.350917, expected=32.000000 predicted=51.737481, expected=8.000000 predicted=40.820293, expected=44.000000 predicted=43.652168, expected=60.000000 predicted=49.114076, expected=48.000000 predicted=43.371938, expected=60.000000 predicted=41.723535, expected=16.000000 predicted=38.869003, expected=32.000000 predicted=41.392475, expected=84.000000 predicted=51.634482, expected=60.000000 predicted=53.532197, expected=20.000000 predicted=42.943409, expected=52.000000 predicted=42.279877, expected=24.000000 predicted=46.564220, expected=40.000000 predicted=46.858944, expected=28.000000 predicted=36.955577, expected=36.000000 predicted=33.734212, expected=72.000000 predicted=42.868794, expected=40.000000 predicted=41.562192, expected=28.000000 predicted=39.050724, expected=32.000000 predicted=38.130247, expected=28.000000 predicted=40.208344, expected=32.000000 predicted=38.635557, expected=28.000000 predicted=31.255980, expected=44.000000 predicted=32.481705, expected=64.000000 predicted=39.474551, expected=36.000000 predicted=39.316333, expected=24.000000 predicted=36.252519, expected=28.000000 predicted=36.423880, expected=36.000000 predicted=39.685171, expected=32.000000 predicted=36.990930, expected=32.000000 predicted=31.125275, expected=48.000000 predicted=33.831053, expected=48.000000 predicted=38.442898, expected=44.000000 predicted=40.187019, expected=16.000000 predicted=35.371551, expected=36.000000 predicted=36.714717, expected=44.000000 predicted=40.457160, expected=60.000000 predicted=42.991233, expected=56.000000 predicted=43.039205, expected=68.000000 predicted=47.388559, expected=68.000000 predicted=56.208746, expected=32.000000 predicted=53.797546, expected=36.000000 predicted=51.260197, expected=44.000000 predicted=50.827190, expected=68.000000 predicted=54.863263, expected=56.000000 predicted=51.505255, expected=40.000000 predicted=44.969926, expected=44.000000 predicted=46.953590, expected=44.000000 predicted=49.894487, expected=92.000000 predicted=59.681899, expected=64.000000 predicted=58.152743, expected=76.000000 predicted=59.522092, expected=40.000000 predicted=58.308192, expected=36.000000 predicted=57.522957, expected=12.000000 predicted=51.233501, expected=36.000000 predicted=44.051996, expected=44.000000 predicted=42.506776, expected=20.000000 predicted=31.433641, expected=48.000000 predicted=32.002090, expected=56.000000 predicted=38.320530, expected=44.000000 predicted=42.390951, expected=24.000000 predicted=37.075563, expected=36.000000 predicted=37.138450, expected=48.000000 predicted=44.114364, expected=40.000000 predicted=42.174611, expected=72.000000 predicted=45.272522, expected=28.000000 predicted=41.342080, expected=36.000000 predicted=41.360801, expected=48.000000 predicted=45.328336, expected=48.000000 predicted=47.328170, expected=24.000000 predicted=41.341399, expected=84.000000 predicted=45.763870, expected=56.000000 predicted=51.835029, expected=88.000000 predicted=59.112943, expected=48.000000 predicted=57.536668, expected=44.000000 predicted=55.234481, expected=24.000000 predicted=55.142519, expected=36.000000 predicted=48.723576, expected=32.000000 predicted=45.863075, expected=40.000000 predicted=37.973391, expected=68.000000 predicted=42.965196, expected=24.000000 predicted=37.675495, expected=36.000000 predicted=36.846641, expected=8.000000 predicted=32.847980, expected=28.000000 predicted=33.423198, expected=12.000000 predicted=29.580057, expected=36.000000 predicted=24.621348, expected=24.000000 predicted=25.138018, expected=48.000000 predicted=26.916164, expected=16.000000 predicted=27.497897, expected=24.000000 predicted=24.639284, expected=80.000000 predicted=40.835017, expected=44.000000 predicted=43.001347, expected=44.000000 predicted=40.972358, expected=32.000000 predicted=38.019010, expected=20.000000 predicted=39.265894, expected=16.000000 predicted=37.889763, expected=12.000000 predicted=26.989937, expected=48.000000 predicted=30.491340, expected=52.000000 predicted=33.870604, expected=64.000000 predicted=37.936191, expected=24.000000 predicted=34.455498, expected=32.000000 predicted=35.260070, expected=32.000000 predicted=41.589520, expected=16.000000 predicted=36.294031, expected=76.000000 predicted=43.017558, expected=32.000000 predicted=38.333324, expected=16.000000 predicted=30.840400, expected=16.000000 predicted=27.596011, expected=60.000000 predicted=38.670766, expected=40.000000 predicted=43.587482, expected=24.000000 predicted=29.549473, expected=48.000000 predicted=33.027476, expected=20.000000 predicted=34.990344, expected=32.000000 predicted=36.512746, expected=36.000000 predicted=33.800128, expected=48.000000 predicted=36.329275, expected=80.000000 predicted=47.194735, expected=48.000000 predicted=45.304994, expected=72.000000 predicted=51.943162, expected=16.000000 predicted=47.843679, expected=12.000000 predicted=41.379152, expected=28.000000 predicted=41.621710, expected=20.000000 predicted=34.572027, expected=24.000000 predicted=28.848865, expected=4.000000 predicted=15.920758, expected=24.000000 predicted=18.152549, expected=32.000000 predicted=23.958485, expected=40.000000 predicted=26.449245, expected=44.000000 predicted=29.316396, expected=16.000000 predicted=25.485688, expected=60.000000 predicted=36.167740, expected=8.000000 predicted=33.874297, expected=32.000000 predicted=31.119701, expected=60.000000 predicted=38.418766, expected=48.000000 predicted=41.414689, expected=72.000000 predicted=47.509389, expected=20.000000 predicted=38.839739, expected=16.000000 predicted=36.742697, expected=32.000000 predicted=39.584757, expected=20.000000 predicted=36.692996, expected=68.000000 predicted=40.179487, expected=24.000000 predicted=31.773327, expected=24.000000 predicted=28.036117, expected=12.000000 predicted=26.425885, expected=16.000000 predicted=27.918924, expected=24.000000 predicted=28.168119, expected=52.000000 predicted=28.592733, expected=16.000000 predicted=24.927121, expected=28.000000 predicted=22.135518, expected=32.000000 predicted=27.670564, expected=12.000000 predicted=28.167677, expected=16.000000 predicted=23.748946, expected=68.000000 predicted=31.542129, expected=44.000000 predicted=38.139079, expected=36.000000 predicted=33.199760, expected=40.000000 predicted=33.102585, expected=28.000000 predicted=38.764864, expected=24.000000 predicted=39.051286, expected=24.000000 predicted=31.780911, expected=32.000000 predicted=31.447162, expected=32.000000 predicted=31.070470, expected=44.000000 predicted=31.804555, expected=44.000000 predicted=34.483124, expected=36.000000 predicted=35.273833, expected=12.000000 predicted=30.555595, expected=60.000000 predicted=38.265106, expected=20.000000 predicted=38.185450, expected=52.000000 predicted=37.380188, expected=32.000000 predicted=35.018904, expected=44.000000 predicted=37.235957, expected=32.000000 predicted=39.341560, expected=60.000000 predicted=41.100819, expected=20.000000 predicted=40.345378, expected=24.000000 predicted=32.444860, expected=36.000000 predicted=35.296248, expected=32.000000 predicted=36.172238, expected=52.000000 predicted=38.718901, expected=100.000000 predicted=48.593792, expected=92.000000 predicted=62.165429, expected=16.000000 predicted=49.490604, expected=8.000000 predicted=38.885511, expected=40.000000 predicted=51.139234, expected=36.000000 predicted=54.963372, expected=36.000000 predicted=40.063095, expected=44.000000 predicted=29.688378, expected=20.000000 predicted=29.291051, expected=20.000000 predicted=30.411411, expected=12.000000 predicted=26.508327, expected=56.000000 predicted=34.540498, expected=32.000000 predicted=33.950084, expected=44.000000 predicted=30.311712, expected=16.000000 predicted=27.346046, expected=48.000000 predicted=34.186914, expected=60.000000 predicted=46.534712, expected=28.000000 predicted=38.413489, expected=40.000000 predicted=36.569586, expected=44.000000 predicted=39.346769, expected=16.000000 predicted=38.936986, expected=16.000000 predicted=31.415171, expected=32.000000 predicted=29.555021, expected=20.000000 predicted=29.628974, expected=36.000000 predicted=28.237898, expected=28.000000 predicted=24.998110, expected=44.000000 predicted=30.204089, expected=56.000000 predicted=38.252772, expected=52.000000 predicted=40.857266, expected=24.000000 predicted=37.479945, expected=48.000000 predicted=40.155335, expected=36.000000 predicted=44.246304, expected=24.000000 predicted=39.407503, expected=40.000000 predicted=36.835404, expected=20.000000 predicted=31.833550, expected=16.000000 predicted=29.259304, expected=20.000000 predicted=25.061419, expected=36.000000 predicted=27.849452, expected=20.000000 predicted=26.464233, expected=40.000000 predicted=25.614351, expected=72.000000 predicted=37.853316, expected=56.000000 predicted=43.908452, expected=44.000000 predicted=42.941587, expected=116.000000 predicted=61.260937, expected=32.000000 predicted=61.062804, expected=28.000000 predicted=52.554854, expected=28.000000 predicted=45.794693, expected=16.000000 predicted=42.947927, expected=20.000000 predicted=40.803924, expected=28.000000 predicted=25.941387, expected=20.000000 predicted=23.980512, expected=16.000000 predicted=20.644466, expected=32.000000 predicted=22.345250, expected=24.000000 predicted=24.333707, expected=8.000000 predicted=20.059100, expected=16.000000 predicted=17.562895, expected=12.000000 predicted=17.489618, expected=16.000000 predicted=18.593719, expected=24.000000 predicted=17.866597, expected=12.000000 predicted=14.728776, expected=32.000000 predicted=19.471077, expected=24.000000 predicted=20.963526, expected=8.000000 predicted=18.091864, expected=28.000000 predicted=20.709470, expected=12.000000 predicted=19.191300, expected=8.000000 predicted=17.828401, expected=12.000000 predicted=14.349504, expected=16.000000 predicted=14.385343, expected=16.000000 predicted=16.377934, expected=12.000000 predicted=12.592328, expected=36.000000 predicted=18.201474, expected=12.000000 Test MSE: 368.676
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374])] predicted=33.704470, expected=36.000000 predicted=28.280314, expected=20.000000 predicted=25.757216, expected=32.000000 predicted=23.918816, expected=32.000000 predicted=23.300292, expected=24.000000 predicted=19.552513, expected=20.000000 predicted=28.632423, expected=52.000000 predicted=34.038048, expected=24.000000 predicted=27.798702, expected=44.000000 predicted=37.311621, expected=16.000000 predicted=23.907959, expected=40.000000 predicted=29.644467, expected=28.000000 predicted=38.800349, expected=20.000000 predicted=22.962601, expected=24.000000 predicted=33.752190, expected=44.000000 predicted=28.487596, expected=28.000000 predicted=32.530418, expected=44.000000 predicted=35.422729, expected=12.000000 predicted=20.390130, expected=4.000000 predicted=17.263430, expected=28.000000 predicted=33.651108, expected=12.000000 predicted=18.198961, expected=36.000000 predicted=35.214572, expected=8.000000 predicted=12.749944, expected=28.000000 predicted=16.584743, expected=20.000000 predicted=23.988580, expected=24.000000 predicted=17.817273, expected=16.000000 predicted=25.802760, expected=4.000000 predicted=8.882167, expected=28.000000 predicted=25.612911, expected=44.000000 predicted=28.133956, expected=24.000000 predicted=23.527932, expected=32.000000 predicted=25.881417, expected=32.000000 predicted=20.998414, expected=20.000000 predicted=24.949024, expected=36.000000 predicted=37.917163, expected=72.000000 predicted=43.711241, expected=40.000000 predicted=36.194353, expected=16.000000 predicted=29.708691, expected=8.000000 predicted=20.935908, expected=36.000000 predicted=33.568281, expected=20.000000 predicted=40.348477, expected=8.000000 predicted=23.534749, expected=64.000000 predicted=36.695328, expected=28.000000 predicted=18.781576, expected=24.000000 predicted=31.130748, expected=8.000000 predicted=19.958330, expected=16.000000 predicted=13.856838, expected=20.000000 predicted=36.884050, expected=12.000000 predicted=18.611813, expected=40.000000 predicted=28.776645, expected=40.000000 predicted=23.171104, expected=12.000000 predicted=17.012442, expected=24.000000 predicted=24.631096, expected=20.000000 predicted=17.862835, expected=12.000000 predicted=24.468742, expected=24.000000 predicted=29.592292, expected=52.000000 predicted=28.786587, expected=32.000000 predicted=27.221859, expected=28.000000 predicted=26.693494, expected=32.000000 predicted=25.484145, expected=24.000000 predicted=25.185471, expected=8.000000 predicted=29.957684, expected=16.000000 predicted=24.051481, expected=32.000000 predicted=27.010774, expected=60.000000 predicted=39.769586, expected=24.000000 predicted=25.391380, expected=28.000000 predicted=22.880450, expected=28.000000 predicted=25.533891, expected=8.000000 predicted=21.203039, expected=28.000000 predicted=40.168108, expected=68.000000 predicted=40.419723, expected=44.000000 predicted=34.058614, expected=24.000000 predicted=30.547079, expected=16.000000 predicted=19.690486, expected=52.000000 predicted=37.962321, expected=20.000000 predicted=40.403833, expected=16.000000 predicted=30.516588, expected=60.000000 predicted=40.102260, expected=32.000000 predicted=23.684809, expected=56.000000 predicted=50.690421, expected=16.000000 predicted=24.392157, expected=24.000000 predicted=23.898116, expected=8.000000 predicted=34.390391, expected=32.000000 predicted=28.844296, expected=40.000000 predicted=42.040977, expected=32.000000 predicted=23.770095, expected=8.000000 predicted=20.128044, expected=8.000000 predicted=12.804415, expected=16.000000 predicted=22.804774, expected=32.000000 predicted=30.420580, expected=8.000000 predicted=19.079631, expected=24.000000 predicted=16.917822, expected=36.000000 predicted=21.616243, expected=12.000000 predicted=15.067900, expected=8.000000 predicted=21.553533, expected=28.000000 predicted=18.587198, expected=56.000000 predicted=34.124614, expected=20.000000 predicted=27.147739, expected=20.000000 predicted=20.686569, expected=32.000000 predicted=23.267653, expected=12.000000 predicted=20.336812, expected=8.000000 predicted=30.458822, expected=12.000000 predicted=16.837952, expected=36.000000 predicted=24.098480, expected=24.000000 predicted=24.980845, expected=44.000000 predicted=26.994271, expected=28.000000 predicted=21.034863, expected=12.000000 predicted=16.325810, expected=4.000000 predicted=22.759972, expected=32.000000 predicted=25.692263, expected=32.000000 predicted=32.461154, expected=28.000000 predicted=26.217176, expected=32.000000 predicted=23.990995, expected=28.000000 predicted=18.882767, expected=16.000000 predicted=25.201565, expected=12.000000 predicted=23.286879, expected=24.000000 predicted=24.826183, expected=32.000000 predicted=28.479035, expected=36.000000 predicted=29.431663, expected=28.000000 predicted=23.473630, expected=24.000000 predicted=21.104461, expected=20.000000 predicted=23.855368, expected=12.000000 predicted=22.641444, expected=8.000000 predicted=21.704155, expected=36.000000 predicted=28.364476, expected=24.000000 predicted=21.831957, expected=20.000000 predicted=20.367612, expected=24.000000 predicted=20.262460, expected=16.000000 predicted=13.996261, expected=8.000000 predicted=21.850426, expected=12.000000 predicted=18.053545, expected=56.000000 predicted=32.425117, expected=28.000000 predicted=23.985042, expected=20.000000 predicted=21.038802, expected=16.000000 predicted=17.786489, expected=36.000000 predicted=23.464613, expected=20.000000 predicted=34.486390, expected=8.000000 predicted=19.425911, expected=52.000000 predicted=33.770850, expected=40.000000 predicted=25.931280, expected=20.000000 predicted=28.619385, expected=24.000000 predicted=26.615838, expected=28.000000 predicted=20.185740, expected=16.000000 predicted=31.611859, expected=16.000000 predicted=27.375293, expected=44.000000 predicted=29.699555, expected=56.000000 predicted=35.576440, expected=12.000000 predicted=22.718659, expected=8.000000 predicted=19.213861, expected=32.000000 predicted=25.597328, expected=4.000000 predicted=21.254640, expected=32.000000 predicted=38.719046, expected=32.000000 predicted=21.578420, expected=52.000000 predicted=27.372112, expected=24.000000 predicted=29.674240, expected=12.000000 predicted=14.540172, expected=28.000000 predicted=31.252002, expected=8.000000 predicted=19.657088, expected=16.000000 predicted=30.718856, expected=48.000000 predicted=32.201818, expected=56.000000 predicted=30.004565, expected=36.000000 predicted=32.641572, expected=20.000000 predicted=21.676566, expected=20.000000 predicted=23.226670, expected=8.000000 predicted=27.705161, expected=36.000000 predicted=40.325688, expected=40.000000 predicted=33.588216, expected=4.000000 predicted=14.376513, expected=16.000000 predicted=21.559960, expected=8.000000 predicted=10.730954, expected=24.000000 predicted=25.555875, expected=8.000000 predicted=21.917977, expected=28.000000 predicted=15.576279, expected=40.000000 predicted=25.835680, expected=28.000000 predicted=18.313701, expected=20.000000 predicted=24.465651, expected=48.000000 predicted=28.927418, expected=4.000000 predicted=18.223535, expected=48.000000 predicted=40.900465, expected=44.000000 predicted=34.647929, expected=32.000000 predicted=26.105368, expected=28.000000 predicted=39.727963, expected=8.000000 predicted=12.521251, expected=20.000000 predicted=32.591058, expected=4.000000 predicted=22.854271, expected=12.000000 predicted=19.882687, expected=48.000000 predicted=32.351285, expected=8.000000 predicted=9.141492, expected=40.000000 predicted=29.102704, expected=24.000000 predicted=17.415956, expected=4.000000 predicted=11.611257, expected=12.000000 predicted=29.543857, expected=36.000000 predicted=20.025032, expected=20.000000 predicted=26.167466, expected=16.000000 predicted=20.723908, expected=24.000000 predicted=16.534849, expected=4.000000 predicted=10.410913, expected=8.000000 predicted=21.124125, expected=16.000000 predicted=16.855855, expected=36.000000 predicted=21.811631, expected=40.000000 predicted=28.290474, expected=16.000000 predicted=13.835158, expected=32.000000 predicted=23.093440, expected=32.000000 predicted=24.933930, expected=8.000000 predicted=22.844674, expected=8.000000 predicted=25.052839, expected=36.000000 predicted=24.163421, expected=44.000000 predicted=32.240856, expected=28.000000 predicted=28.905143, expected=20.000000 predicted=19.252741, expected=4.000000 predicted=12.060323, expected=8.000000 predicted=21.932302, expected=20.000000 predicted=27.572623, expected=20.000000 predicted=20.472799, expected=44.000000 predicted=28.140611, expected=24.000000 predicted=15.900295, expected=16.000000 predicted=16.048206, expected=20.000000 predicted=22.435348, expected=20.000000 predicted=20.017207, expected=20.000000 predicted=29.065175, expected=32.000000 predicted=26.186414, expected=60.000000 predicted=34.327364, expected=20.000000 predicted=22.301521, expected=28.000000 predicted=27.952862, expected=20.000000 predicted=23.939921, expected=12.000000 predicted=22.456717, expected=40.000000 predicted=44.003251, expected=44.000000 predicted=29.150854, expected=12.000000 predicted=21.953347, expected=12.000000 predicted=20.691077, expected=12.000000 predicted=14.959875, expected=4.000000 predicted=20.074861, expected=24.000000 predicted=29.037138, expected=24.000000 predicted=16.180007, expected=56.000000 predicted=29.796975, expected=20.000000 predicted=18.599504, expected=4.000000 predicted=11.159417, expected=8.000000 predicted=19.661806, expected=12.000000 predicted=16.789309, expected=32.000000 predicted=36.111303, expected=36.000000 predicted=24.596433, expected=16.000000 predicted=12.853658, expected=32.000000 predicted=22.224957, expected=24.000000 predicted=19.844999, expected=4.000000 predicted=19.543219, expected=40.000000 predicted=34.915873, expected=56.000000 predicted=31.787399, expected=28.000000 predicted=29.399421, expected=28.000000 predicted=29.951878, expected=32.000000 predicted=22.518445, expected=12.000000 predicted=26.876671, expected=36.000000 predicted=42.170350, expected=52.000000 predicted=36.282236, expected=12.000000 predicted=21.926398, expected=16.000000 predicted=27.460973, expected=12.000000 predicted=15.658642, expected=24.000000 predicted=26.860267, expected=12.000000 predicted=28.575216, expected=36.000000 predicted=22.352384, expected=32.000000 predicted=22.963402, expected=28.000000 predicted=21.054427, expected=24.000000 predicted=25.822039, expected=12.000000 predicted=15.712610, expected=8.000000 predicted=22.647099, expected=16.000000 predicted=22.494428, expected=44.000000 predicted=30.513435, expected=44.000000 predicted=30.041371, expected=16.000000 predicted=17.695876, expected=16.000000 predicted=17.845024, expected=24.000000 predicted=21.690902, expected=8.000000 predicted=24.466181, expected=4.000000 predicted=23.046372, expected=36.000000 predicted=23.309323, expected=44.000000 predicted=25.501678, expected=60.000000 predicted=37.886579, expected=8.000000 predicted=15.068031, expected=16.000000 predicted=17.682970, expected=8.000000 predicted=24.208105, expected=16.000000 predicted=26.532155, expected=20.000000 predicted=34.333590, expected=28.000000 predicted=16.820251, expected=16.000000 predicted=16.592568, expected=40.000000 predicted=23.550534, expected=16.000000 predicted=17.705795, expected=20.000000 predicted=21.390762, expected=12.000000 predicted=21.448700, expected=28.000000 predicted=20.966830, expected=44.000000 predicted=36.732674, expected=40.000000 predicted=26.829965, expected=36.000000 predicted=29.610382, expected=16.000000 predicted=19.658788, expected=16.000000 predicted=24.883690, expected=8.000000 predicted=25.938908, expected=20.000000 predicted=26.994860, expected=32.000000 predicted=29.569037, expected=20.000000 predicted=17.627236, expected=8.000000 predicted=14.702859, expected=16.000000 predicted=14.324284, expected=16.000000 predicted=17.270966, expected=12.000000 predicted=20.103536, expected=8.000000 predicted=14.261148, expected=48.000000 predicted=24.615094, expected=28.000000 predicted=20.419316, expected=4.000000 predicted=13.823329, expected=24.000000 predicted=21.057918, expected=8.000000 predicted=9.971006, expected=12.000000 predicted=26.760966, expected=40.000000 predicted=29.831349, expected=36.000000 predicted=18.524281, expected=28.000000 predicted=26.212822, expected=8.000000 predicted=13.850446, expected=32.000000 predicted=23.384590, expected=36.000000 predicted=34.182862, expected=32.000000 predicted=31.554893, expected=28.000000 predicted=29.039410, expected=28.000000 predicted=21.114146, expected=4.000000 predicted=20.665784, expected=24.000000 predicted=29.038017, expected=36.000000 predicted=30.350403, expected=8.000000 predicted=17.954537, expected=36.000000 predicted=30.777806, expected=28.000000 predicted=17.342686, expected=20.000000 predicted=22.393648, expected=8.000000 predicted=23.788249, expected=20.000000 predicted=15.658386, expected=12.000000 predicted=22.197674, expected=4.000000 predicted=15.696987, expected=20.000000 predicted=18.686185, expected=12.000000 predicted=9.851776, expected=16.000000 predicted=16.745694, expected=16.000000 predicted=14.225868, expected=24.000000 predicted=13.935189, expected=20.000000 predicted=19.281765, expected=24.000000 predicted=18.319054, expected=36.000000 predicted=24.995823, expected=60.000000 predicted=34.775799, expected=12.000000 predicted=21.415927, expected=12.000000 predicted=21.891707, expected=12.000000 predicted=21.118405, expected=20.000000 predicted=24.964839, expected=12.000000 predicted=31.327249, expected=32.000000 predicted=20.456120, expected=20.000000 predicted=16.294057, expected=12.000000 predicted=14.081297, expected=12.000000 predicted=17.662061, expected=36.000000 predicted=22.060340, expected=8.000000 predicted=19.080701, expected=20.000000 predicted=20.395274, expected=36.000000 predicted=23.206154, expected=36.000000 predicted=22.355249, expected=20.000000 predicted=28.271466, expected=36.000000 predicted=24.320199, expected=16.000000 predicted=20.321584, expected=28.000000 predicted=30.925102, expected=12.000000 predicted=24.592247, expected=36.000000 predicted=26.318651, expected=56.000000 predicted=40.717251, expected=16.000000 predicted=18.624183, expected=12.000000 predicted=24.820499, expected=20.000000 predicted=19.498116, expected=20.000000 predicted=25.419974, expected=28.000000 predicted=36.712876, expected=12.000000 predicted=15.440581, expected=60.000000 predicted=32.719243, expected=16.000000 predicted=19.599415, expected=32.000000 predicted=27.462937, expected=32.000000 predicted=31.363873, expected=20.000000 predicted=18.195465, expected=8.000000 predicted=33.524717, expected=16.000000 predicted=17.636099, expected=40.000000 predicted=31.217420, expected=20.000000 predicted=23.844766, expected=28.000000 predicted=24.474960, expected=36.000000 predicted=23.376712, expected=24.000000 predicted=21.295598, expected=24.000000 predicted=31.794148, expected=4.000000 predicted=15.850084, expected=36.000000 predicted=29.603927, expected=40.000000 predicted=33.298530, expected=16.000000 predicted=20.727002, expected=12.000000 predicted=21.617369, expected=12.000000 predicted=11.962003, expected=24.000000 predicted=26.611705, expected=8.000000 predicted=21.798901, expected=20.000000 predicted=17.598524, expected=40.000000 predicted=23.621083, expected=16.000000 predicted=14.808430, expected=20.000000 predicted=23.243351, expected=12.000000 predicted=13.655236, expected=20.000000 predicted=19.546206, expected=24.000000 predicted=28.520592, expected=44.000000 predicted=26.945503, expected=28.000000 predicted=24.049227, expected=44.000000 predicted=28.901154, expected=12.000000 predicted=20.698938, expected=28.000000 predicted=27.536459, expected=48.000000 predicted=41.848728, expected=48.000000 predicted=34.895863, expected=48.000000 predicted=44.257200, expected=12.000000 predicted=19.973216, expected=24.000000 predicted=29.965776, expected=12.000000 predicted=30.207375, expected=8.000000 predicted=26.041447, expected=24.000000 predicted=31.555924, expected=20.000000 predicted=15.162504, expected=40.000000 predicted=28.348966, expected=4.000000 predicted=11.644324, expected=24.000000 predicted=18.175144, expected=16.000000 predicted=20.492004, expected=20.000000 predicted=18.990247, expected=16.000000 predicted=26.005481, expected=52.000000 predicted=25.385255, expected=24.000000 predicted=23.776991, expected=32.000000 predicted=25.668097, expected=16.000000 predicted=22.213764, expected=16.000000 predicted=18.559406, expected=8.000000 predicted=28.600504, expected=12.000000 predicted=17.426809, expected=48.000000 predicted=33.479668, expected=12.000000 predicted=14.528635, expected=12.000000 predicted=16.778155, expected=8.000000 predicted=12.213743, expected=20.000000 predicted=15.267370, expected=20.000000 Test MSE: 217.931
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992])] predicted=39.235958, expected=80.000000 predicted=48.123341, expected=16.000000 predicted=38.595297, expected=44.000000 predicted=37.429159, expected=24.000000 predicted=40.135168, expected=24.000000 predicted=34.386722, expected=60.000000 predicted=47.887149, expected=36.000000 predicted=35.896318, expected=24.000000 predicted=33.582619, expected=36.000000 predicted=31.595452, expected=32.000000 predicted=33.228351, expected=48.000000 predicted=42.619988, expected=12.000000 predicted=29.897065, expected=28.000000 predicted=25.863204, expected=144.000000 predicted=65.856043, expected=24.000000 predicted=54.449021, expected=52.000000 predicted=46.944394, expected=36.000000 predicted=42.512010, expected=24.000000 predicted=41.099210, expected=16.000000 predicted=50.528828, expected=44.000000 predicted=31.448540, expected=60.000000 predicted=45.464784, expected=28.000000 predicted=36.786106, expected=28.000000 predicted=30.098306, expected=32.000000 predicted=30.780414, expected=28.000000 predicted=34.966300, expected=20.000000 predicted=32.498391, expected=48.000000 predicted=32.319269, expected=48.000000 predicted=38.009794, expected=16.000000 predicted=30.659332, expected=60.000000 predicted=37.449711, expected=20.000000 predicted=33.552320, expected=32.000000 predicted=34.985880, expected=8.000000 predicted=28.136702, expected=20.000000 predicted=20.773130, expected=64.000000 predicted=41.218800, expected=36.000000 predicted=34.648146, expected=52.000000 predicted=38.215800, expected=16.000000 predicted=28.721561, expected=56.000000 predicted=37.790801, expected=40.000000 predicted=47.163918, expected=60.000000 predicted=45.236161, expected=36.000000 predicted=45.035236, expected=40.000000 predicted=37.154193, expected=52.000000 predicted=48.167028, expected=16.000000 predicted=37.148183, expected=48.000000 predicted=41.385847, expected=20.000000 predicted=34.077396, expected=52.000000 predicted=38.328213, expected=12.000000 predicted=33.764509, expected=48.000000 predicted=30.530113, expected=52.000000 predicted=43.682796, expected=28.000000 predicted=34.417366, expected=24.000000 predicted=33.919118, expected=48.000000 predicted=33.514510, expected=28.000000 predicted=38.550008, expected=88.000000 predicted=51.434106, expected=48.000000 predicted=49.221548, expected=44.000000 predicted=43.370199, expected=72.000000 predicted=55.471822, expected=36.000000 predicted=49.609566, expected=36.000000 predicted=51.645190, expected=56.000000 predicted=47.988078, expected=36.000000 predicted=45.729045, expected=20.000000 predicted=40.511170, expected=44.000000 predicted=36.119783, expected=68.000000 predicted=47.396669, expected=20.000000 predicted=42.217967, expected=40.000000 predicted=35.418625, expected=60.000000 predicted=42.439952, expected=88.000000 predicted=59.934235, expected=56.000000 predicted=61.322782, expected=92.000000 predicted=60.734150, expected=12.000000 predicted=51.800043, expected=28.000000 predicted=44.579332, expected=28.000000 predicted=47.438477, expected=56.000000 predicted=46.197702, expected=108.000000 predicted=69.638187, expected=80.000000 predicted=60.493157, expected=60.000000 predicted=58.248244, expected=20.000000 predicted=46.559270, expected=24.000000 predicted=45.677980, expected=8.000000 predicted=45.457990, expected=44.000000 predicted=41.399697, expected=48.000000 predicted=41.910387, expected=36.000000 predicted=32.359323, expected=44.000000 predicted=34.457510, expected=20.000000 predicted=28.568244, expected=24.000000 predicted=32.083915, expected=40.000000 predicted=36.263514, expected=68.000000 predicted=44.877762, expected=32.000000 predicted=41.684034, expected=28.000000 predicted=30.620758, expected=24.000000 predicted=30.457481, expected=20.000000 predicted=31.399296, expected=44.000000 predicted=39.636075, expected=32.000000 predicted=32.684824, expected=44.000000 predicted=33.672483, expected=32.000000 predicted=32.639148, expected=32.000000 predicted=31.286175, expected=20.000000 predicted=31.889760, expected=20.000000 predicted=26.669223, expected=12.000000 predicted=24.848604, expected=12.000000 predicted=19.373882, expected=24.000000 predicted=21.161226, expected=24.000000 predicted=20.685517, expected=16.000000 predicted=18.425693, expected=36.000000 predicted=21.688573, expected=28.000000 predicted=24.552895, expected=28.000000 predicted=26.210959, expected=20.000000 predicted=24.028136, expected=56.000000 predicted=32.404152, expected=20.000000 predicted=33.168558, expected=48.000000 predicted=33.330285, expected=36.000000 predicted=35.746533, expected=8.000000 predicted=25.663298, expected=8.000000 predicted=24.844943, expected=28.000000 predicted=22.423910, expected=24.000000 predicted=28.753031, expected=12.000000 predicted=20.401435, expected=32.000000 predicted=18.625914, expected=52.000000 predicted=29.918904, expected=36.000000 predicted=34.432771, expected=24.000000 predicted=28.264479, expected=12.000000 predicted=21.539710, expected=76.000000 predicted=41.892942, expected=44.000000 predicted=48.109428, expected=32.000000 predicted=36.441179, expected=44.000000 predicted=36.392479, expected=20.000000 predicted=31.957763, expected=36.000000 predicted=41.978124, expected=20.000000 predicted=31.878060, expected=44.000000 predicted=33.093406, expected=76.000000 predicted=48.468155, expected=64.000000 predicted=49.244475, expected=40.000000 predicted=45.669727, expected=20.000000 predicted=34.759727, expected=24.000000 predicted=36.955640, expected=32.000000 predicted=42.554766, expected=36.000000 predicted=39.216795, expected=40.000000 predicted=35.051147, expected=48.000000 predicted=35.364844, expected=56.000000 predicted=41.911304, expected=20.000000 predicted=36.017535, expected=32.000000 predicted=33.887458, expected=4.000000 predicted=27.843021, expected=12.000000 predicted=24.277328, expected=68.000000 predicted=40.019470, expected=36.000000 predicted=34.900457, expected=16.000000 predicted=26.302591, expected=28.000000 predicted=22.047559, expected=8.000000 predicted=22.077915, expected=24.000000 predicted=30.791928, expected=40.000000 predicted=29.538307, expected=40.000000 predicted=29.608463, expected=28.000000 predicted=29.133586, expected=24.000000 predicted=23.653370, expected=4.000000 predicted=21.009667, expected=16.000000 predicted=22.388831, expected=28.000000 predicted=25.672028, expected=32.000000 predicted=25.857552, expected=36.000000 predicted=26.880504, expected=8.000000 predicted=17.379677, expected=32.000000 predicted=22.740507, expected=44.000000 predicted=33.049230, expected=40.000000 predicted=35.479229, expected=20.000000 predicted=29.399994, expected=36.000000 predicted=26.569386, expected=20.000000 predicted=30.114851, expected=28.000000 predicted=30.781121, expected=32.000000 predicted=30.918192, expected=16.000000 predicted=23.563054, expected=24.000000 predicted=25.198180, expected=68.000000 predicted=36.502128, expected=52.000000 predicted=43.155788, expected=40.000000 predicted=39.211202, expected=80.000000 predicted=48.059047, expected=28.000000 predicted=45.459332, expected=16.000000 predicted=40.698935, expected=24.000000 predicted=34.529748, expected=24.000000 predicted=32.620521, expected=48.000000 predicted=43.420040, expected=16.000000 predicted=26.904273, expected=40.000000 predicted=26.918531, expected=32.000000 predicted=31.046147, expected=44.000000 predicted=34.670302, expected=28.000000 predicted=35.930069, expected=12.000000 predicted=23.161334, expected=64.000000 predicted=39.273680, expected=44.000000 predicted=41.966288, expected=28.000000 predicted=36.590634, expected=40.000000 predicted=33.880216, expected=44.000000 predicted=36.690124, expected=20.000000 predicted=39.573189, expected=32.000000 predicted=33.022825, expected=24.000000 predicted=29.352342, expected=56.000000 predicted=39.249640, expected=36.000000 predicted=39.215303, expected=24.000000 predicted=29.023767, expected=20.000000 predicted=27.905041, expected=36.000000 predicted=30.717251, expected=16.000000 predicted=32.061347, expected=52.000000 predicted=33.673041, expected=36.000000 predicted=33.580185, expected=52.000000 predicted=36.769255, expected=28.000000 predicted=36.365182, expected=36.000000 predicted=32.505687, expected=36.000000 predicted=40.057038, expected=36.000000 predicted=36.831155, expected=32.000000 predicted=37.417915, expected=44.000000 predicted=35.577632, expected=48.000000 predicted=40.920420, expected=32.000000 predicted=37.686952, expected=20.000000 predicted=31.401079, expected=52.000000 predicted=37.604630, expected=24.000000 predicted=37.263565, expected=40.000000 predicted=36.616603, expected=36.000000 predicted=34.613250, expected=28.000000 predicted=30.905797, expected=28.000000 predicted=34.373325, expected=12.000000 predicted=24.055527, expected=32.000000 predicted=28.888921, expected=52.000000 predicted=36.358119, expected=52.000000 predicted=39.402763, expected=16.000000 predicted=30.252716, expected=8.000000 predicted=19.913135, expected=16.000000 predicted=24.163167, expected=20.000000 predicted=28.021964, expected=20.000000 predicted=25.215632, expected=28.000000 predicted=19.783105, expected=56.000000 predicted=29.302829, expected=44.000000 predicted=34.773028, expected=44.000000 predicted=35.841113, expected=20.000000 predicted=30.748498, expected=96.000000 predicted=51.685082, expected=56.000000 predicted=59.841682, expected=72.000000 predicted=56.967761, expected=68.000000 predicted=60.218529, expected=132.000000 predicted=78.558784, expected=112.000000 predicted=100.904456, expected=196.000000 predicted=119.912194, expected=104.000000 predicted=118.404494, expected=200.000000 predicted=134.794435, expected=80.000000 predicted=136.590347, expected=56.000000 predicted=100.128044, expected=68.000000 predicted=108.102011, expected=112.000000 predicted=100.586400, expected=144.000000 predicted=131.190016, expected=140.000000 predicted=112.727919, expected=56.000000 predicted=86.738552, expected=64.000000 predicted=78.470187, expected=24.000000 predicted=75.665629, expected=48.000000 predicted=73.907046, expected=64.000000 predicted=74.474161, expected=40.000000 predicted=50.689521, expected=48.000000 predicted=48.128540, expected=44.000000 predicted=42.155262, expected=24.000000 predicted=40.269344, expected=24.000000 predicted=37.113001, expected=28.000000 predicted=32.405263, expected=16.000000 predicted=29.449488, expected=24.000000 predicted=26.536268, expected=24.000000 predicted=23.715214, expected=60.000000 predicted=34.965853, expected=72.000000 predicted=47.985315, expected=32.000000 predicted=38.153804, expected=16.000000 predicted=28.522462, expected=40.000000 predicted=34.496996, expected=28.000000 predicted=41.578667, expected=36.000000 predicted=40.223816, expected=44.000000 predicted=35.559358, expected=20.000000 predicted=28.053028, expected=44.000000 predicted=35.125488, expected=16.000000 predicted=29.472762, expected=32.000000 predicted=29.729388, expected=24.000000 predicted=30.932729, expected=44.000000 predicted=30.947817, expected=44.000000 predicted=39.292740, expected=48.000000 predicted=36.314784, expected=36.000000 predicted=37.815897, expected=44.000000 predicted=37.751435, expected=40.000000 predicted=42.517660, expected=8.000000 predicted=31.298733, expected=40.000000 predicted=33.845148, expected=56.000000 predicted=42.705485, expected=36.000000 predicted=40.905361, expected=28.000000 predicted=33.037738, expected=40.000000 predicted=30.940593, expected=40.000000 predicted=40.398576, expected=24.000000 predicted=37.061796, expected=32.000000 predicted=31.535672, expected=52.000000 predicted=38.230069, expected=56.000000 predicted=46.126586, expected=36.000000 predicted=41.004828, expected=20.000000 predicted=30.158252, expected=8.000000 predicted=25.348720, expected=28.000000 predicted=31.199248, expected=68.000000 predicted=45.845132, expected=48.000000 predicted=43.116985, expected=40.000000 predicted=34.848523, expected=20.000000 predicted=27.927111, expected=24.000000 predicted=30.706993, expected=24.000000 predicted=36.979604, expected=12.000000 predicted=26.531012, expected=20.000000 predicted=22.892874, expected=48.000000 predicted=29.032317, expected=76.000000 predicted=45.027027, expected=16.000000 predicted=33.315094, expected=48.000000 predicted=31.215834, expected=40.000000 predicted=39.717458, expected=32.000000 predicted=40.988645, expected=40.000000 predicted=44.398152, expected=24.000000 predicted=29.837083, expected=28.000000 predicted=33.421696, expected=60.000000 predicted=41.802813, expected=52.000000 predicted=44.731869, expected=72.000000 predicted=51.533930, expected=4.000000 predicted=33.581285, expected=20.000000 predicted=26.938265, expected=24.000000 predicted=36.388220, expected=8.000000 predicted=27.789800, expected=16.000000 predicted=25.861516, expected=48.000000 predicted=23.928983, expected=24.000000 predicted=26.938325, expected=20.000000 predicted=21.732597, expected=16.000000 predicted=17.935983, expected=44.000000 predicted=28.606746, expected=28.000000 predicted=34.397885, expected=8.000000 predicted=19.750001, expected=12.000000 predicted=16.471938, expected=48.000000 predicted=28.269108, expected=16.000000 predicted=29.730450, expected=36.000000 predicted=25.511443, expected=28.000000 predicted=24.806140, expected=16.000000 predicted=21.836954, expected=32.000000 predicted=30.268778, expected=52.000000 predicted=33.843113, expected=56.000000 predicted=43.393853, expected=40.000000 predicted=38.727818, expected=16.000000 predicted=28.023842, expected=12.000000 predicted=26.038828, expected=20.000000 predicted=29.890266, expected=16.000000 predicted=27.663508, expected=32.000000 predicted=26.158354, expected=32.000000 predicted=24.622310, expected=40.000000 predicted=27.580735, expected=12.000000 predicted=23.181196, expected=28.000000 predicted=22.802226, expected=4.000000 predicted=21.592186, expected=44.000000 predicted=28.052424, expected=28.000000 predicted=31.537273, expected=24.000000 predicted=21.911095, expected=32.000000 predicted=27.243620, expected=24.000000 predicted=23.485983, expected=28.000000 predicted=30.369227, expected=20.000000 predicted=25.052761, expected=24.000000 predicted=23.883616, expected=44.000000 predicted=32.111549, expected=40.000000 predicted=33.686178, expected=12.000000 predicted=25.333731, expected=24.000000 predicted=22.642513, expected=20.000000 predicted=25.141229, expected=24.000000 predicted=27.899910, expected=20.000000 predicted=24.786084, expected=12.000000 predicted=16.115376, expected=32.000000 predicted=23.009660, expected=12.000000 predicted=20.059611, expected=28.000000 predicted=21.385896, expected=20.000000 predicted=21.511635, expected=12.000000 predicted=16.449571, expected=76.000000 predicted=38.240331, expected=36.000000 predicted=36.611977, expected=8.000000 predicted=23.981219, expected=8.000000 predicted=17.905482, expected=16.000000 predicted=20.116792, expected=64.000000 predicted=45.177811, expected=12.000000 predicted=28.539535, expected=52.000000 predicted=26.240031, expected=32.000000 predicted=31.295845, expected=48.000000 predicted=36.043493, expected=16.000000 predicted=37.257682, expected=32.000000 predicted=26.620014, expected=24.000000 predicted=34.223412, expected=28.000000 predicted=28.979561, expected=8.000000 predicted=24.852038, expected=36.000000 predicted=23.143438, expected=44.000000 predicted=34.205813, expected=28.000000 predicted=29.446777, expected=16.000000 predicted=23.642803, expected=40.000000 predicted=26.674563, expected=8.000000 predicted=27.050292, expected=36.000000 predicted=28.800016, expected=40.000000 predicted=32.289603, expected=24.000000 predicted=26.695046, expected=40.000000 predicted=32.672944, expected=40.000000 predicted=31.656763, expected=28.000000 predicted=33.905884, expected=12.000000 predicted=26.739727, expected=16.000000 predicted=21.685548, expected=48.000000 predicted=34.300900, expected=32.000000 predicted=34.375639, expected=28.000000 predicted=27.273131, expected=8.000000 predicted=18.855158, expected=32.000000 predicted=24.196715, expected=12.000000 predicted=27.459760, expected=20.000000 predicted=20.983665, expected=28.000000 predicted=23.530246, expected=16.000000 predicted=18.338320, expected=32.000000 predicted=24.926495, expected=32.000000 predicted=25.143685, expected=20.000000 predicted=23.736395, expected=32.000000 predicted=26.637203, expected=92.000000 predicted=46.598091, expected=136.000000 predicted=78.232895, expected=16.000000 predicted=52.491816, expected=24.000000 predicted=34.228457, expected=20.000000 predicted=41.015201, expected=4.000000 predicted=41.878951, expected=28.000000 predicted=44.203601, expected=44.000000 predicted=28.000383, expected=44.000000 predicted=32.899895, expected=28.000000 predicted=28.260058, expected=20.000000 predicted=22.283611, expected=16.000000 predicted=25.147014, expected=12.000000 predicted=24.650317, expected=16.000000 Test MSE: 486.610
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array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167])] predicted=56.575181, expected=44.000000 predicted=42.057664, expected=48.000000 predicted=45.532062, expected=16.000000 predicted=48.778759, expected=36.000000 predicted=56.613389, expected=116.000000 predicted=96.380338, expected=36.000000 predicted=39.295226, expected=104.000000 predicted=75.218357, expected=32.000000 predicted=25.476953, expected=56.000000 predicted=53.919691, expected=56.000000 predicted=78.029165, expected=88.000000 predicted=66.990310, expected=188.000000 predicted=137.747901, expected=144.000000 predicted=89.989076, expected=40.000000 predicted=51.907204, expected=60.000000 predicted=63.267829, expected=80.000000 predicted=90.854971, expected=40.000000 predicted=108.797967, expected=60.000000 predicted=93.096937, expected=112.000000 predicted=76.573321, expected=260.000000 predicted=160.305950, expected=212.000000 predicted=142.089781, expected=48.000000 predicted=50.497355, expected=8.000000 predicted=44.133041, expected=32.000000 predicted=84.377388, expected=60.000000 predicted=151.285574, expected=36.000000 predicted=105.373537, expected=92.000000 predicted=67.618221, expected=52.000000 predicted=31.799472, expected=48.000000 predicted=43.869221, expected=60.000000 predicted=58.202025, expected=24.000000 predicted=34.240190, expected=64.000000 predicted=74.338993, expected=108.000000 predicted=78.723942, expected=16.000000 predicted=32.082323, expected=24.000000 predicted=41.495388, expected=16.000000 predicted=23.060180, expected=8.000000 predicted=38.187647, expected=52.000000 predicted=70.214411, expected=28.000000 predicted=21.547063, expected=44.000000 predicted=34.118874, expected=76.000000 predicted=45.509032, expected=52.000000 predicted=33.889770, expected=8.000000 predicted=28.556901, expected=56.000000 predicted=44.647296, expected=120.000000 predicted=83.287159, expected=40.000000 predicted=53.881762, expected=36.000000 predicted=43.318808, expected=20.000000 predicted=18.985339, expected=36.000000 predicted=50.707562, expected=28.000000 predicted=64.314083, expected=72.000000 predicted=55.592675, expected=68.000000 predicted=49.714884, expected=36.000000 predicted=30.298649, expected=44.000000 predicted=40.719875, expected=32.000000 predicted=33.563528, expected=40.000000 predicted=54.856771, expected=16.000000 predicted=38.031300, expected=116.000000 predicted=77.223116, expected=184.000000 predicted=111.443441, expected=184.000000 predicted=110.168821, expected=24.000000 predicted=32.439360, expected=56.000000 predicted=51.611256, expected=40.000000 predicted=81.353191, expected=28.000000 predicted=101.645220, expected=80.000000 predicted=116.022968, expected=48.000000 predicted=37.660730, expected=96.000000 predicted=75.864939, expected=44.000000 predicted=40.554229, expected=48.000000 predicted=44.496727, expected=60.000000 predicted=66.597241, expected=60.000000 predicted=57.538175, expected=104.000000 predicted=94.799535, expected=192.000000 predicted=119.393435, expected=128.000000 predicted=89.154506, expected=100.000000 predicted=84.376505, expected=44.000000 predicted=57.927182, expected=68.000000 predicted=93.823459, expected=64.000000 predicted=118.061296, expected=88.000000 predicted=103.726688, expected=120.000000 predicted=104.539675, expected=92.000000 predicted=70.713113, expected=40.000000 predicted=54.878285, expected=48.000000 predicted=59.518259, expected=32.000000 predicted=60.853621, expected=28.000000 predicted=69.127988, expected=108.000000 predicted=94.803663, expected=204.000000 predicted=123.030403, expected=84.000000 predicted=63.874805, expected=40.000000 predicted=41.477242, expected=32.000000 predicted=39.179194, expected=52.000000 predicted=85.683129, expected=52.000000 predicted=112.855614, expected=88.000000 predicted=81.763789, expected=96.000000 predicted=67.530565, expected=64.000000 predicted=50.586365, expected=36.000000 predicted=45.357165, expected=68.000000 predicted=64.051050, expected=40.000000 predicted=62.161216, expected=60.000000 predicted=74.760443, expected=36.000000 predicted=46.689541, expected=156.000000 predicted=100.534350, expected=56.000000 predicted=57.011954, expected=52.000000 predicted=51.011332, expected=44.000000 predicted=51.423691, expected=36.000000 predicted=45.053960, expected=64.000000 predicted=99.053550, expected=68.000000 predicted=60.726690, expected=128.000000 predicted=90.016928, expected=140.000000 predicted=91.950166, expected=144.000000 predicted=94.949714, expected=72.000000 predicted=70.205938, expected=72.000000 predicted=77.696883, expected=96.000000 predicted=111.947815, expected=140.000000 predicted=138.143866, expected=132.000000 predicted=130.296773, expected=104.000000 predicted=89.808568, expected=68.000000 predicted=73.963576, expected=40.000000 predicted=71.802802, expected=64.000000 predicted=99.638445, expected=60.000000 predicted=90.497778, expected=152.000000 predicted=124.715073, expected=92.000000 predicted=76.434977, expected=128.000000 predicted=89.396008, expected=36.000000 predicted=50.708914, expected=60.000000 predicted=69.149549, expected=96.000000 predicted=116.916798, expected=68.000000 predicted=80.746375, expected=72.000000 predicted=91.631484, expected=112.000000 predicted=77.598952, expected=160.000000 predicted=113.425356, expected=28.000000 predicted=58.627980, expected=44.000000 predicted=60.075765, expected=68.000000 predicted=73.324416, expected=44.000000 predicted=78.172933, expected=136.000000 predicted=135.429592, expected=204.000000 predicted=117.869342, expected=148.000000 predicted=99.026414, expected=36.000000 predicted=53.525198, expected=20.000000 predicted=43.726335, expected=36.000000 predicted=89.283270, expected=124.000000 predicted=154.949378, expected=92.000000 predicted=106.478873, expected=188.000000 predicted=113.746224, expected=156.000000 predicted=91.320657, expected=52.000000 predicted=53.341095, expected=88.000000 predicted=106.487175, expected=56.000000 predicted=80.185645, expected=52.000000 predicted=114.204640, expected=100.000000 predicted=117.901155, expected=112.000000 predicted=84.454064, expected=56.000000 predicted=68.974933, expected=32.000000 predicted=45.548387, expected=40.000000 predicted=50.303060, expected=68.000000 predicted=82.953984, expected=48.000000 predicted=72.860692, expected=64.000000 predicted=58.595267, expected=156.000000 predicted=96.276658, expected=80.000000 predicted=61.123172, expected=60.000000 predicted=65.103990, expected=20.000000 predicted=36.691782, expected=28.000000 predicted=52.892433, expected=52.000000 predicted=94.376310, expected=72.000000 predicted=72.609314, expected=168.000000 predicted=111.656606, expected=140.000000 predicted=81.396154, expected=48.000000 predicted=42.571609, expected=64.000000 predicted=63.449532, expected=20.000000 predicted=52.156724, expected=28.000000 predicted=92.706327, expected=128.000000 predicted=124.900108, expected=88.000000 predicted=67.367389, expected=88.000000 predicted=74.500667, expected=48.000000 predicted=36.359156, expected=32.000000 predicted=39.307501, expected=36.000000 predicted=76.774215, expected=32.000000 predicted=58.109214, expected=48.000000 predicted=63.393253, expected=100.000000 predicted=72.742138, expected=92.000000 predicted=62.328271, expected=52.000000 predicted=44.965249, expected=20.000000 predicted=28.771659, expected=56.000000 predicted=56.699526, expected=16.000000 predicted=54.257108, expected=84.000000 predicted=84.593791, expected=80.000000 predicted=62.205818, expected=64.000000 predicted=46.096800, expected=48.000000 predicted=49.585016, expected=12.000000 predicted=20.171900, expected=56.000000 predicted=69.196841, expected=40.000000 predicted=56.360435, expected=92.000000 predicted=76.849073, expected=116.000000 predicted=79.035882, expected=64.000000 predicted=42.868401, expected=64.000000 predicted=60.634788, expected=20.000000 predicted=34.291000, expected=24.000000 predicted=59.162940, expected=40.000000 predicted=71.286203, expected=64.000000 predicted=62.901323, expected=60.000000 predicted=57.611620, expected=24.000000 predicted=23.018307, expected=52.000000 predicted=40.577275, expected=20.000000 predicted=30.896466, expected=12.000000 predicted=37.142107, expected=44.000000 predicted=48.253517, expected=52.000000 predicted=39.649480, expected=52.000000 predicted=49.050588, expected=32.000000 predicted=25.915322, expected=44.000000 predicted=31.698786, expected=52.000000 predicted=48.214354, expected=20.000000 predicted=35.229900, expected=56.000000 predicted=52.752975, expected=148.000000 predicted=91.435888, expected=52.000000 predicted=47.454790, expected=40.000000 predicted=46.530468, expected=32.000000 predicted=29.709117, expected=40.000000 predicted=54.692111, expected=4.000000 predicted=64.805070, expected=44.000000 predicted=47.103250, expected=144.000000 predicted=91.218888, expected=72.000000 predicted=51.405886, expected=24.000000 predicted=32.059990, expected=28.000000 predicted=21.549750, expected=28.000000 predicted=42.873143, expected=20.000000 predicted=72.849796, expected=96.000000 predicted=79.881640, expected=96.000000 predicted=59.521294, expected=96.000000 predicted=63.780911, expected=40.000000 predicted=34.796976, expected=36.000000 predicted=36.113720, expected=52.000000 predicted=72.633478, expected=12.000000 predicted=51.458908, expected=92.000000 predicted=89.485384, expected=100.000000 predicted=68.418978, expected=116.000000 predicted=78.745300, expected=52.000000 predicted=49.694941, expected=28.000000 predicted=28.996969, expected=80.000000 predicted=86.285394, expected=56.000000 predicted=76.448019, expected=112.000000 predicted=108.625918, expected=32.000000 predicted=39.294726, expected=12.000000 predicted=26.479555, expected=12.000000 predicted=43.002054, expected=44.000000 predicted=53.238343, expected=76.000000 predicted=84.851757, expected=72.000000 predicted=50.322659, expected=40.000000 predicted=27.337911, expected=12.000000 predicted=16.035890, expected=104.000000 predicted=77.447945, expected=96.000000 predicted=83.142627, expected=240.000000 predicted=155.426236, expected=144.000000 predicted=90.342916, expected=8.000000 predicted=22.359190, expected=24.000000 predicted=65.733079, expected=48.000000 predicted=82.190089, expected=32.000000 predicted=122.228591, expected=112.000000 predicted=115.323141, expected=104.000000 predicted=57.347861, expected=84.000000 predicted=58.042936, expected=52.000000 predicted=49.987762, expected=36.000000 predicted=41.820853, expected=4.000000 predicted=55.369328, expected=16.000000 predicted=56.595934, expected=20.000000 predicted=46.990991, expected=64.000000 predicted=56.025275, expected=72.000000 predicted=50.832461, expected=36.000000 predicted=22.029127, expected=32.000000 predicted=25.828684, expected=44.000000 predicted=36.018978, expected=28.000000 predicted=45.342812, expected=60.000000 predicted=62.617584, expected=72.000000 predicted=53.390745, expected=120.000000 predicted=78.252425, expected=40.000000 predicted=40.400929, expected=32.000000 predicted=35.140076, expected=24.000000 predicted=42.332189, expected=28.000000 predicted=52.594857, expected=40.000000 predicted=70.924205, expected=64.000000 predicted=51.130380, expected=56.000000 predicted=43.303317, expected=4.000000 predicted=14.673327, expected=32.000000 predicted=32.080323, expected=60.000000 predicted=51.040696, expected=36.000000 predicted=47.873307, expected=68.000000 predicted=58.297239, expected=76.000000 predicted=43.033740, expected=48.000000 predicted=42.750291, expected=112.000000 predicted=85.313563, expected=92.000000 predicted=66.445668, expected=8.000000 predicted=38.955702, expected=32.000000 predicted=52.781945, expected=28.000000 predicted=41.642528, expected=72.000000 predicted=88.592762, expected=84.000000 predicted=79.355417, expected=68.000000 predicted=41.406106, expected=12.000000 predicted=22.423097, expected=20.000000 predicted=28.824854, expected=36.000000 predicted=53.334749, expected=28.000000 predicted=52.621748, expected=56.000000 predicted=56.812615, expected=52.000000 predicted=32.780574, expected=20.000000 predicted=21.789335, expected=24.000000 predicted=29.816607, expected=44.000000 predicted=38.078683, expected=20.000000 predicted=36.275370, expected=44.000000 predicted=45.427676, expected=84.000000 predicted=52.515721, expected=52.000000 predicted=39.496481, expected=8.000000 predicted=24.726884, expected=48.000000 predicted=37.326668, expected=12.000000 predicted=29.411090, expected=32.000000 predicted=54.752319, expected=72.000000 predicted=57.556840, expected=80.000000 predicted=47.574275, expected=24.000000 predicted=33.080010, expected=16.000000 predicted=17.517312, expected=48.000000 predicted=43.190434, expected=36.000000 predicted=52.620942, expected=12.000000 predicted=40.373675, expected=68.000000 predicted=46.328853, expected=52.000000 predicted=35.674042, expected=48.000000 predicted=47.552027, expected=4.000000 predicted=18.020877, expected=28.000000 predicted=25.724727, expected=28.000000 predicted=44.695292, expected=16.000000 predicted=32.663109, expected=68.000000 predicted=54.493693, expected=148.000000 predicted=78.725608, expected=24.000000 predicted=25.063733, expected=32.000000 predicted=33.392412, expected=16.000000 predicted=19.956276, expected=72.000000 predicted=75.498112, expected=72.000000 predicted=96.421964, expected=48.000000 predicted=37.456668, expected=52.000000 predicted=42.063643, expected=32.000000 predicted=29.001461, expected=28.000000 predicted=49.407936, expected=28.000000 predicted=46.937975, expected=52.000000 predicted=49.824683, expected=120.000000 predicted=84.165046, expected=88.000000 predicted=59.269677, expected=120.000000 predicted=77.029865, expected=24.000000 predicted=28.576530, expected=40.000000 predicted=53.783189, expected=52.000000 predicted=81.086901, expected=148.000000 predicted=119.646378, expected=32.000000 predicted=65.449384, expected=4.000000 predicted=18.804621, expected=16.000000 predicted=29.925722, expected=24.000000 predicted=43.826160, expected=48.000000 predicted=85.105341, expected=24.000000 predicted=24.956536, expected=100.000000 predicted=54.708993, expected=44.000000 predicted=30.013850, expected=20.000000 predicted=25.649031, expected=36.000000 predicted=40.730117, expected=32.000000 predicted=33.614765, expected=48.000000 predicted=67.560786, expected=68.000000 predicted=53.703587, expected=96.000000 predicted=59.940744, expected=72.000000 predicted=54.075797, expected=32.000000 predicted=34.779135, expected=52.000000 predicted=52.878498, expected=52.000000 predicted=61.131025, expected=4.000000 predicted=46.097404, expected=88.000000 predicted=77.178250, expected=92.000000 predicted=62.264878, expected=28.000000 predicted=39.914669, expected=64.000000 predicted=56.286063, expected=56.000000 predicted=37.069821, expected=28.000000 predicted=57.148749, expected=32.000000 predicted=56.281818, expected=72.000000 predicted=53.012326, expected=208.000000 predicted=135.227916, expected=220.000000 predicted=135.559751, expected=20.000000 predicted=26.230644, expected=48.000000 predicted=51.570660, expected=40.000000 predicted=66.252392, expected=44.000000 predicted=122.143128, expected=60.000000 predicted=119.074174, expected=60.000000 predicted=42.733927, expected=108.000000 predicted=78.188998, expected=32.000000 predicted=35.627773, expected=36.000000 predicted=43.726610, expected=28.000000 predicted=43.503588, expected=16.000000 predicted=40.708162, expected=80.000000 predicted=85.958423, expected=48.000000 predicted=38.828682, expected=100.000000 predicted=69.061927, expected=4.000000 predicted=14.632366, expected=20.000000 predicted=26.303828, expected=28.000000 predicted=49.536687, expected=28.000000 predicted=40.944599, expected=48.000000 predicted=63.694506, expected=84.000000 predicted=46.134833, expected=48.000000 predicted=34.711548, expected=20.000000 predicted=25.491258, expected=40.000000 predicted=36.874216, expected=48.000000 predicted=50.002201, expected=28.000000 predicted=51.063358, expected=32.000000 predicted=37.727617, expected=76.000000 predicted=50.296321, expected=104.000000 predicted=72.177227, expected=40.000000 predicted=42.016588, expected=24.000000 predicted=28.994743, expected=20.000000 predicted=30.412849, expected=40.000000 predicted=58.720963, expected=64.000000 predicted=75.931556, expected=68.000000 predicted=52.226686, expected=92.000000 predicted=58.961904, expected=24.000000 predicted=24.269636, expected=20.000000 predicted=33.935629, expected=12.000000 predicted=37.443535, expected=20.000000 predicted=44.325074, expected=40.000000 predicted=57.827664, expected=100.000000 predicted=61.762700, expected=64.000000 predicted=40.896505, expected=68.000000 predicted=43.320306, expected=44.000000 predicted=35.088892, expected=60.000000 predicted=55.961795, expected=52.000000 predicted=71.167147, expected=44.000000 predicted=53.909917, expected=80.000000 predicted=71.937497, expected=72.000000 predicted=58.928524, expected=16.000000 predicted=37.141424, expected=36.000000 predicted=44.674106, expected=60.000000 predicted=54.391177, expected=16.000000 Test MSE: 1523.988
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701])] predicted=43.124016, expected=24.000000 predicted=46.144900, expected=56.000000 predicted=75.071663, expected=56.000000 predicted=51.535814, expected=92.000000 predicted=61.129709, expected=64.000000 predicted=43.382070, expected=16.000000 predicted=30.914529, expected=24.000000 predicted=48.286138, expected=52.000000 predicted=54.305364, expected=64.000000 predicted=66.012541, expected=52.000000 predicted=51.518014, expected=108.000000 predicted=59.589133, expected=36.000000 predicted=37.627210, expected=68.000000 predicted=61.534407, expected=72.000000 predicted=70.618711, expected=48.000000 predicted=52.321692, expected=60.000000 predicted=78.666612, expected=92.000000 predicted=64.148199, expected=48.000000 predicted=58.210484, expected=52.000000 predicted=62.954849, expected=40.000000 predicted=51.005499, expected=40.000000 predicted=51.555408, expected=56.000000 predicted=67.616218, expected=80.000000 predicted=58.984284, expected=72.000000 predicted=58.406263, expected=60.000000 predicted=52.564617, expected=36.000000 predicted=46.336766, expected=36.000000 predicted=51.339524, expected=40.000000 predicted=58.746783, expected=16.000000 predicted=43.099108, expected=60.000000 predicted=54.098523, expected=72.000000 predicted=49.361634, expected=124.000000 predicted=69.735490, expected=36.000000 predicted=43.565454, expected=32.000000 predicted=37.150836, expected=28.000000 predicted=54.457207, expected=40.000000 predicted=54.580241, expected=36.000000 predicted=68.819290, expected=64.000000 predicted=45.784177, expected=92.000000 predicted=56.806598, expected=56.000000 predicted=43.489049, expected=36.000000 predicted=44.461795, expected=12.000000 predicted=35.702622, expected=68.000000 predicted=63.258920, expected=80.000000 predicted=74.436346, expected=144.000000 predicted=84.980395, expected=52.000000 predicted=49.456884, expected=60.000000 predicted=47.880986, expected=56.000000 predicted=72.822061, expected=56.000000 predicted=68.646740, expected=80.000000 predicted=99.475380, expected=100.000000 predicted=72.033759, expected=80.000000 predicted=68.908779, expected=44.000000 predicted=57.019178, expected=92.000000 predicted=77.159478, expected=60.000000 predicted=71.984748, expected=16.000000 predicted=59.280516, expected=44.000000 predicted=64.136379, expected=96.000000 predicted=66.279325, expected=112.000000 predicted=86.710650, expected=64.000000 predicted=60.262332, expected=40.000000 predicted=42.051212, expected=56.000000 predicted=60.725590, expected=40.000000 predicted=67.755004, expected=64.000000 predicted=78.669664, expected=116.000000 predicted=81.016223, expected=124.000000 predicted=75.429331, expected=80.000000 predicted=69.507246, expected=44.000000 predicted=56.585392, expected=64.000000 predicted=74.483406, expected=40.000000 predicted=78.179713, expected=76.000000 predicted=89.951913, expected=80.000000 predicted=74.854909, expected=88.000000 predicted=63.416665, expected=68.000000 predicted=67.377370, expected=48.000000 predicted=52.121525, expected=60.000000 predicted=70.838488, expected=32.000000 predicted=58.284969, expected=32.000000 predicted=58.272891, expected=92.000000 predicted=73.687364, expected=36.000000 predicted=41.577209, expected=68.000000 predicted=59.843089, expected=84.000000 predicted=60.226448, expected=48.000000 predicted=43.649462, expected=20.000000 predicted=58.204725, expected=60.000000 predicted=52.760991, expected=84.000000 predicted=69.871958, expected=40.000000 predicted=56.480268, expected=60.000000 predicted=55.124882, expected=56.000000 predicted=44.771304, expected=52.000000 predicted=55.261209, expected=28.000000 predicted=55.990214, expected=64.000000 predicted=52.551202, expected=84.000000 predicted=66.601115, expected=92.000000 predicted=67.177496, expected=68.000000 predicted=61.101057, expected=28.000000 predicted=39.928396, expected=28.000000 predicted=54.108878, expected=16.000000 predicted=52.209025, expected=48.000000 predicted=62.081740, expected=92.000000 predicted=68.529622, expected=40.000000 predicted=32.728095, expected=48.000000 predicted=41.293617, expected=48.000000 predicted=40.451439, expected=48.000000 predicted=48.610235, expected=40.000000 predicted=61.799197, expected=60.000000 predicted=49.547932, expected=96.000000 predicted=66.643867, expected=20.000000 predicted=37.141120, expected=52.000000 predicted=53.122240, expected=36.000000 predicted=45.140046, expected=44.000000 predicted=49.531616, expected=56.000000 predicted=68.657631, expected=24.000000 predicted=26.499627, expected=40.000000 predicted=45.589390, expected=72.000000 predicted=52.083479, expected=72.000000 predicted=53.104444, expected=36.000000 predicted=46.050380, expected=40.000000 predicted=39.445558, expected=20.000000 predicted=37.210689, expected=96.000000 predicted=74.645826, expected=56.000000 predicted=58.030949, expected=76.000000 predicted=52.824795, expected=52.000000 predicted=52.122257, expected=48.000000 predicted=41.791353, expected=36.000000 predicted=65.986742, expected=32.000000 predicted=46.465302, expected=36.000000 predicted=53.430368, expected=92.000000 predicted=64.055659, expected=132.000000 predicted=78.406250, expected=80.000000 predicted=56.939915, expected=28.000000 predicted=43.209458, expected=44.000000 predicted=55.558416, expected=12.000000 predicted=57.456574, expected=24.000000 predicted=69.426193, expected=88.000000 predicted=73.063635, expected=84.000000 predicted=49.218031, expected=48.000000 predicted=44.559519, expected=24.000000 predicted=29.950446, expected=68.000000 predicted=52.273297, expected=28.000000 predicted=56.114783, expected=40.000000 predicted=56.901654, expected=52.000000 predicted=50.111723, expected=108.000000 predicted=60.136770, expected=52.000000 predicted=56.573490, expected=56.000000 predicted=46.516478, expected=36.000000 predicted=48.159184, expected=24.000000 predicted=42.758632, expected=16.000000 predicted=59.331069, expected=60.000000 predicted=51.657319, expected=128.000000 predicted=78.518942, expected=32.000000 predicted=33.201862, expected=44.000000 predicted=41.281730, expected=60.000000 predicted=49.626116, expected=44.000000 predicted=51.482842, expected=32.000000 predicted=73.123992, expected=52.000000 predicted=44.412432, expected=92.000000 predicted=62.950785, expected=36.000000 predicted=46.256708, expected=20.000000 predicted=37.754052, expected=44.000000 predicted=45.233179, expected=16.000000 predicted=35.074160, expected=68.000000 predicted=68.956842, expected=36.000000 predicted=35.637241, expected=48.000000 predicted=33.834978, expected=28.000000 predicted=39.508925, expected=28.000000 predicted=26.662036, expected=40.000000 predicted=51.044200, expected=16.000000 predicted=27.162718, expected=40.000000 predicted=40.935473, expected=64.000000 predicted=43.028507, expected=96.000000 predicted=54.642445, expected=12.000000 predicted=29.903346, expected=36.000000 predicted=34.832951, expected=32.000000 predicted=43.414376, expected=24.000000 predicted=41.149166, expected=36.000000 predicted=58.255699, expected=52.000000 predicted=31.763740, expected=68.000000 predicted=47.041424, expected=20.000000 predicted=28.873801, expected=20.000000 predicted=28.650265, expected=8.000000 predicted=28.656488, expected=4.000000 predicted=27.584755, expected=36.000000 predicted=44.079707, expected=28.000000 predicted=20.872524, expected=72.000000 predicted=38.844954, expected=40.000000 predicted=25.582646, expected=72.000000 predicted=38.624214, expected=32.000000 predicted=39.459208, expected=16.000000 predicted=28.520638, expected=20.000000 predicted=47.750333, expected=64.000000 predicted=48.052828, expected=76.000000 predicted=62.622654, expected=44.000000 predicted=36.703266, expected=28.000000 predicted=30.117734, expected=28.000000 predicted=33.033703, expected=48.000000 predicted=53.513579, expected=76.000000 predicted=66.202097, expected=36.000000 predicted=38.752756, expected=40.000000 predicted=37.654166, expected=32.000000 predicted=36.964020, expected=36.000000 predicted=42.287353, expected=28.000000 predicted=48.532841, expected=12.000000 predicted=26.072130, expected=24.000000 predicted=31.952539, expected=48.000000 predicted=36.849287, expected=72.000000 predicted=46.374544, expected=24.000000 predicted=26.661298, expected=24.000000 predicted=24.766334, expected=44.000000 predicted=38.973583, expected=36.000000 predicted=39.896641, expected=48.000000 predicted=52.822087, expected=52.000000 predicted=38.380322, expected=40.000000 predicted=34.047184, expected=48.000000 predicted=46.136061, expected=56.000000 predicted=46.718329, expected=20.000000 predicted=36.214769, expected=4.000000 predicted=32.003590, expected=20.000000 predicted=33.132377, expected=64.000000 predicted=48.645482, expected=52.000000 predicted=44.584310, expected=48.000000 predicted=32.777873, expected=16.000000 predicted=19.725979, expected=56.000000 predicted=41.395972, expected=32.000000 predicted=46.516464, expected=44.000000 predicted=43.959782, expected=36.000000 predicted=42.328019, expected=12.000000 predicted=19.598165, expected=24.000000 predicted=39.505688, expected=36.000000 predicted=33.513224, expected=48.000000 predicted=40.016397, expected=28.000000 predicted=30.377386, expected=36.000000 predicted=26.890178, expected=104.000000 predicted=59.510086, expected=52.000000 predicted=42.303810, expected=52.000000 predicted=50.059663, expected=68.000000 predicted=55.445105, expected=56.000000 predicted=49.808732, expected=76.000000 predicted=81.866521, expected=28.000000 predicted=45.183642, expected=28.000000 predicted=44.807217, expected=12.000000 predicted=44.026327, expected=28.000000 predicted=40.285357, expected=36.000000 predicted=48.109539, expected=40.000000 predicted=30.723521, expected=56.000000 predicted=38.883072, expected=124.000000 predicted=62.378014, expected=44.000000 predicted=38.852087, expected=24.000000 predicted=38.586985, expected=32.000000 predicted=48.429202, expected=12.000000 predicted=37.999265, expected=32.000000 predicted=65.491020, expected=56.000000 predicted=44.611413, expected=68.000000 predicted=41.183930, expected=36.000000 predicted=34.404699, expected=36.000000 predicted=31.060338, expected=32.000000 predicted=37.768955, expected=56.000000 predicted=52.701530, expected=60.000000 predicted=57.491617, expected=68.000000 predicted=49.580812, expected=96.000000 predicted=64.032366, expected=8.000000 predicted=29.665523, expected=36.000000 predicted=51.191396, expected=20.000000 predicted=46.103443, expected=16.000000 predicted=38.892866, expected=8.000000 predicted=44.752431, expected=80.000000 predicted=39.520930, expected=40.000000 predicted=33.775752, expected=28.000000 predicted=24.796556, expected=24.000000 predicted=28.244052, expected=32.000000 predicted=25.446601, expected=24.000000 predicted=46.196698, expected=48.000000 predicted=40.061228, expected=72.000000 predicted=45.968758, expected=72.000000 predicted=45.378388, expected=32.000000 predicted=36.271227, expected=24.000000 predicted=33.371955, expected=32.000000 predicted=44.398888, expected=20.000000 predicted=43.257286, expected=44.000000 predicted=50.658517, expected=28.000000 predicted=29.662260, expected=44.000000 predicted=32.792008, expected=16.000000 predicted=26.651872, expected=16.000000 predicted=21.331340, expected=56.000000 predicted=46.363005, expected=44.000000 predicted=33.280069, expected=32.000000 predicted=35.249433, expected=44.000000 predicted=33.774587, expected=68.000000 predicted=42.967339, expected=16.000000 predicted=36.174750, expected=20.000000 predicted=34.836015, expected=20.000000 predicted=31.169889, expected=20.000000 predicted=30.133080, expected=28.000000 predicted=40.996919, expected=44.000000 predicted=28.163875, expected=52.000000 predicted=33.535023, expected=40.000000 predicted=30.665437, expected=56.000000 predicted=39.639353, expected=32.000000 predicted=34.183024, expected=20.000000 predicted=34.581088, expected=36.000000 predicted=44.186037, expected=60.000000 predicted=46.491945, expected=76.000000 predicted=57.776324, expected=36.000000 predicted=35.682109, expected=36.000000 predicted=35.052295, expected=36.000000 predicted=41.897754, expected=36.000000 predicted=46.402940, expected=40.000000 predicted=52.571684, expected=60.000000 predicted=45.686511, expected=72.000000 predicted=51.015124, expected=92.000000 predicted=60.844301, expected=32.000000 predicted=40.125581, expected=8.000000 predicted=34.296020, expected=28.000000 predicted=49.566799, expected=40.000000 predicted=51.115154, expected=44.000000 predicted=56.238678, expected=28.000000 predicted=29.534787, expected=28.000000 predicted=22.824699, expected=56.000000 predicted=41.773741, expected=32.000000 predicted=34.959823, expected=16.000000 predicted=30.530861, expected=36.000000 predicted=34.831600, expected=28.000000 predicted=28.936880, expected=52.000000 predicted=47.114048, expected=28.000000 predicted=30.322999, expected=36.000000 predicted=28.246164, expected=72.000000 predicted=51.858754, expected=88.000000 predicted=54.140161, expected=28.000000 predicted=40.805010, expected=44.000000 predicted=43.509441, expected=28.000000 predicted=40.392184, expected=36.000000 predicted=50.511740, expected=68.000000 predicted=68.569251, expected=64.000000 predicted=43.986395, expected=68.000000 predicted=53.587123, expected=64.000000 predicted=50.231462, expected=24.000000 predicted=37.826573, expected=48.000000 predicted=59.100927, expected=16.000000 predicted=42.558545, expected=12.000000 predicted=37.998789, expected=56.000000 predicted=54.101680, expected=64.000000 predicted=39.879491, expected=48.000000 predicted=42.981365, expected=60.000000 predicted=41.478181, expected=40.000000 predicted=33.835251, expected=32.000000 predicted=45.626575, expected=48.000000 predicted=54.789113, expected=84.000000 predicted=61.270808, expected=104.000000 predicted=73.503492, expected=20.000000 predicted=35.540585, expected=40.000000 predicted=45.931633, expected=32.000000 predicted=48.354338, expected=52.000000 predicted=61.174246, expected=40.000000 predicted=62.726095, expected=104.000000 predicted=57.928349, expected=96.000000 predicted=64.789353, expected=48.000000 predicted=44.554197, expected=32.000000 predicted=52.168301, expected=44.000000 predicted=51.230712, expected=44.000000 predicted=68.214825, expected=60.000000 predicted=68.641986, expected=68.000000 predicted=55.045794, expected=104.000000 predicted=65.131559, expected=60.000000 predicted=54.400487, expected=52.000000 predicted=53.987010, expected=56.000000 predicted=64.109480, expected=44.000000 predicted=57.545842, expected=40.000000 predicted=66.992333, expected=104.000000 predicted=76.264821, expected=56.000000 predicted=52.759540, expected=48.000000 predicted=52.899632, expected=36.000000 predicted=48.738961, expected=48.000000 predicted=47.668471, expected=32.000000 predicted=62.343057, expected=32.000000 predicted=42.812767, expected=52.000000 predicted=48.282096, expected=32.000000 predicted=34.212397, expected=48.000000 predicted=45.532866, expected=48.000000 predicted=41.169253, expected=12.000000 predicted=25.483820, expected=12.000000 predicted=33.922476, expected=12.000000 predicted=25.035982, expected=28.000000 predicted=33.151580, expected=84.000000 predicted=55.086145, expected=36.000000 predicted=23.315988, expected=40.000000 predicted=29.206750, expected=28.000000 predicted=29.322715, expected=12.000000 predicted=25.005297, expected=20.000000 predicted=47.312002, expected=28.000000 predicted=30.466843, expected=32.000000 predicted=31.762573, expected=80.000000 predicted=47.707566, expected=44.000000 predicted=29.083014, expected=16.000000 predicted=23.390817, expected=16.000000 predicted=30.074305, expected=48.000000 predicted=40.647993, expected=48.000000 predicted=54.439950, expected=36.000000 predicted=36.588480, expected=32.000000 predicted=28.192934, expected=16.000000 predicted=22.163940, expected=28.000000 predicted=37.232514, expected=24.000000 predicted=33.996929, expected=52.000000 predicted=39.391163, expected=44.000000 predicted=35.631372, expected=36.000000 predicted=27.628166, expected=20.000000 predicted=28.358748, expected=12.000000 predicted=23.052374, expected=20.000000 predicted=34.679524, expected=28.000000 predicted=32.402459, expected=32.000000 predicted=29.972716, expected=76.000000 predicted=43.072202, expected=32.000000 predicted=24.060792, expected=36.000000 predicted=31.122230, expected=40.000000 predicted=39.055980, expected=20.000000 predicted=29.018660, expected=28.000000 predicted=47.620299, expected=28.000000 predicted=30.780986, expected=32.000000 predicted=32.094835, expected=60.000000 predicted=45.260828, expected=16.000000 predicted=20.729878, expected=24.000000 predicted=28.262306, expected=20.000000 predicted=27.982832, expected=20.000000 Test MSE: 555.277
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), 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array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223])] predicted=39.819348, expected=48.000000 predicted=46.806977, expected=24.000000 predicted=50.278329, expected=20.000000 predicted=47.368145, expected=36.000000 predicted=53.902799, expected=84.000000 predicted=44.809067, expected=60.000000 predicted=49.649001, expected=48.000000 predicted=39.341362, expected=40.000000 predicted=39.974888, expected=48.000000 predicted=47.919950, expected=36.000000 predicted=55.598534, expected=24.000000 predicted=41.158232, expected=80.000000 predicted=54.996238, expected=56.000000 predicted=48.787550, expected=60.000000 predicted=50.408015, expected=48.000000 predicted=47.212812, expected=52.000000 predicted=46.100248, expected=52.000000 predicted=61.578800, expected=40.000000 predicted=49.236131, expected=84.000000 predicted=63.591967, expected=88.000000 predicted=65.589117, expected=36.000000 predicted=50.190311, expected=52.000000 predicted=54.565540, expected=36.000000 predicted=48.920162, expected=28.000000 predicted=53.431807, expected=40.000000 predicted=54.232328, expected=68.000000 predicted=48.136421, expected=60.000000 predicted=51.470632, expected=44.000000 predicted=42.210137, expected=8.000000 predicted=29.617477, expected=44.000000 predicted=42.954780, expected=28.000000 predicted=45.535617, expected=72.000000 predicted=52.586920, expected=96.000000 predicted=60.426657, expected=76.000000 predicted=48.255058, expected=40.000000 predicted=49.679951, expected=24.000000 predicted=41.191308, expected=64.000000 predicted=65.664394, expected=56.000000 predicted=67.754816, expected=60.000000 predicted=58.785134, expected=56.000000 predicted=49.249772, expected=64.000000 predicted=49.515141, expected=44.000000 predicted=55.473861, expected=16.000000 predicted=41.589895, expected=32.000000 predicted=45.237793, expected=12.000000 predicted=35.794423, expected=28.000000 predicted=37.596086, expected=28.000000 predicted=31.366073, expected=60.000000 predicted=33.646984, expected=36.000000 predicted=33.570328, expected=32.000000 predicted=26.369307, expected=48.000000 predicted=39.049448, expected=56.000000 predicted=43.370860, expected=32.000000 predicted=43.932213, expected=40.000000 predicted=38.691343, expected=60.000000 predicted=46.407468, expected=60.000000 predicted=51.685985, expected=28.000000 predicted=42.788558, expected=44.000000 predicted=40.749131, expected=44.000000 predicted=45.058471, expected=32.000000 predicted=44.144737, expected=56.000000 predicted=50.384768, expected=64.000000 predicted=46.389736, expected=28.000000 predicted=39.411415, expected=36.000000 predicted=40.778918, expected=64.000000 predicted=48.770220, expected=60.000000 predicted=54.497318, expected=56.000000 predicted=54.431742, expected=88.000000 predicted=57.655412, expected=80.000000 predicted=62.187525, expected=20.000000 predicted=50.046469, expected=56.000000 predicted=58.633362, expected=44.000000 predicted=55.266222, expected=40.000000 predicted=57.094833, expected=52.000000 predicted=56.959625, expected=56.000000 predicted=41.970249, expected=68.000000 predicted=57.027134, expected=56.000000 predicted=51.483015, expected=16.000000 predicted=37.199908, expected=32.000000 predicted=43.829377, expected=52.000000 predicted=51.168062, expected=92.000000 predicted=66.052430, expected=76.000000 predicted=59.895756, expected=64.000000 predicted=47.226098, expected=56.000000 predicted=53.840598, expected=44.000000 predicted=56.093813, expected=28.000000 predicted=58.800554, expected=76.000000 predicted=66.641952, expected=44.000000 predicted=53.366218, expected=72.000000 predicted=57.079569, expected=36.000000 predicted=46.079888, expected=28.000000 predicted=36.443072, expected=48.000000 predicted=56.524430, expected=12.000000 predicted=33.846851, expected=24.000000 predicted=40.234936, expected=40.000000 predicted=35.469105, expected=44.000000 predicted=34.243227, expected=52.000000 predicted=42.688477, expected=28.000000 predicted=26.859915, expected=24.000000 predicted=29.094959, expected=36.000000 predicted=37.945395, expected=44.000000 predicted=41.001623, expected=48.000000 predicted=43.707974, expected=76.000000 predicted=47.746272, expected=44.000000 predicted=40.175009, expected=44.000000 predicted=43.304544, expected=80.000000 predicted=60.197821, expected=36.000000 predicted=48.610685, expected=72.000000 predicted=64.513661, expected=100.000000 predicted=69.352866, expected=40.000000 predicted=51.744960, expected=36.000000 predicted=57.335792, expected=44.000000 predicted=48.690176, expected=32.000000 predicted=52.580603, expected=52.000000 predicted=61.909895, expected=44.000000 predicted=41.984338, expected=40.000000 predicted=39.114570, expected=48.000000 predicted=44.581952, expected=24.000000 predicted=34.032634, expected=20.000000 predicted=35.886125, expected=40.000000 predicted=39.080393, expected=44.000000 predicted=39.162410, expected=52.000000 predicted=43.368604, expected=64.000000 predicted=42.707014, expected=68.000000 predicted=46.672570, expected=60.000000 predicted=52.391031, expected=48.000000 predicted=50.834348, expected=36.000000 predicted=49.017580, expected=52.000000 predicted=56.075042, expected=48.000000 predicted=54.900872, expected=28.000000 predicted=43.602626, expected=64.000000 predicted=50.814057, expected=40.000000 predicted=42.120393, expected=56.000000 predicted=49.911905, expected=20.000000 predicted=38.388852, expected=52.000000 predicted=41.167901, expected=56.000000 predicted=54.631344, expected=44.000000 predicted=42.780303, expected=80.000000 predicted=59.327076, expected=36.000000 predicted=39.176384, expected=20.000000 predicted=40.317787, expected=40.000000 predicted=46.990447, expected=36.000000 predicted=41.839815, expected=48.000000 predicted=52.277173, expected=48.000000 predicted=40.063954, expected=28.000000 predicted=30.286421, expected=40.000000 predicted=39.482402, expected=28.000000 predicted=35.311092, expected=16.000000 predicted=32.370702, expected=40.000000 predicted=38.123462, expected=56.000000 predicted=39.071931, expected=64.000000 predicted=46.223369, expected=24.000000 predicted=31.567155, expected=44.000000 predicted=35.051035, expected=32.000000 predicted=40.462781, expected=44.000000 predicted=46.217440, expected=60.000000 predicted=53.052568, expected=72.000000 predicted=47.649776, expected=16.000000 predicted=36.735320, expected=68.000000 predicted=48.598527, expected=52.000000 predicted=51.699412, expected=52.000000 predicted=53.464245, expected=40.000000 predicted=52.393679, expected=48.000000 predicted=39.450720, expected=48.000000 predicted=54.437040, expected=68.000000 predicted=55.497669, expected=28.000000 predicted=43.556106, expected=20.000000 predicted=34.851665, expected=28.000000 predicted=39.149850, expected=40.000000 predicted=41.374098, expected=56.000000 predicted=50.281050, expected=48.000000 predicted=37.328906, expected=76.000000 predicted=46.496226, expected=44.000000 predicted=43.123249, expected=52.000000 predicted=48.550170, expected=16.000000 predicted=42.442807, expected=24.000000 predicted=38.695049, expected=56.000000 predicted=55.267600, expected=44.000000 predicted=41.903995, expected=48.000000 predicted=43.739471, expected=12.000000 predicted=23.886861, expected=40.000000 predicted=34.310898, expected=44.000000 predicted=45.879338, expected=8.000000 predicted=28.442519, expected=24.000000 predicted=31.149314, expected=44.000000 predicted=29.541063, expected=28.000000 predicted=32.360911, expected=32.000000 predicted=32.714014, expected=76.000000 predicted=39.635671, expected=28.000000 predicted=33.044571, expected=32.000000 predicted=37.275170, expected=44.000000 predicted=38.837563, expected=52.000000 predicted=43.430497, expected=68.000000 predicted=60.106657, expected=72.000000 predicted=50.173262, expected=40.000000 predicted=43.671093, expected=20.000000 predicted=39.935926, expected=20.000000 predicted=40.522255, expected=72.000000 predicted=59.493189, expected=52.000000 predicted=53.962635, expected=88.000000 predicted=55.283162, expected=44.000000 predicted=41.710268, expected=24.000000 predicted=35.214974, expected=8.000000 predicted=43.541780, expected=72.000000 predicted=55.411677, expected=80.000000 predicted=69.017609, expected=40.000000 predicted=41.781063, expected=64.000000 predicted=45.317411, expected=40.000000 predicted=39.100930, expected=12.000000 predicted=45.515159, expected=36.000000 predicted=50.909598, expected=44.000000 predicted=41.518821, expected=48.000000 predicted=47.566924, expected=32.000000 predicted=35.066105, expected=60.000000 predicted=37.440199, expected=40.000000 predicted=41.238015, expected=36.000000 predicted=40.744859, expected=40.000000 predicted=43.261689, expected=48.000000 predicted=41.635133, expected=60.000000 predicted=53.379157, expected=40.000000 predicted=41.822852, expected=36.000000 predicted=39.081118, expected=36.000000 predicted=40.838761, expected=28.000000 predicted=39.518062, expected=48.000000 predicted=47.124322, expected=32.000000 predicted=36.449237, expected=44.000000 predicted=37.993441, expected=44.000000 predicted=39.566611, expected=16.000000 predicted=28.396796, expected=52.000000 predicted=43.959088, expected=40.000000 predicted=37.932213, expected=36.000000 predicted=38.381053, expected=48.000000 predicted=42.335201, expected=60.000000 predicted=40.713170, expected=56.000000 predicted=51.066032, expected=28.000000 predicted=38.817394, expected=72.000000 predicted=51.900791, expected=36.000000 predicted=46.982524, expected=28.000000 predicted=43.809927, expected=40.000000 predicted=45.557765, expected=64.000000 predicted=46.069972, expected=80.000000 predicted=64.292271, expected=84.000000 predicted=57.658282, expected=28.000000 predicted=40.762027, expected=56.000000 predicted=52.801605, expected=32.000000 predicted=53.849679, expected=40.000000 predicted=55.568589, expected=24.000000 predicted=48.346839, expected=64.000000 predicted=43.251787, expected=32.000000 predicted=43.004003, expected=44.000000 predicted=37.500054, expected=60.000000 predicted=47.532531, expected=56.000000 predicted=43.782222, expected=44.000000 predicted=51.148169, expected=40.000000 predicted=40.956211, expected=28.000000 predicted=40.692590, expected=32.000000 predicted=44.130780, expected=16.000000 predicted=35.636728, expected=60.000000 predicted=43.851127, expected=48.000000 predicted=41.356316, expected=36.000000 predicted=33.379902, expected=40.000000 predicted=37.149915, expected=36.000000 predicted=33.285572, expected=48.000000 predicted=48.813610, expected=40.000000 predicted=42.576595, expected=68.000000 predicted=48.101506, expected=60.000000 predicted=49.878408, expected=32.000000 predicted=40.094263, expected=36.000000 predicted=44.118197, expected=32.000000 predicted=40.883117, expected=40.000000 predicted=48.728888, expected=28.000000 predicted=40.494334, expected=60.000000 predicted=41.721546, expected=40.000000 predicted=39.196821, expected=36.000000 predicted=35.806318, expected=32.000000 predicted=37.637502, expected=44.000000 predicted=38.206214, expected=36.000000 predicted=44.377788, expected=40.000000 predicted=38.472273, expected=60.000000 predicted=44.824768, expected=20.000000 predicted=32.486699, expected=40.000000 predicted=39.808612, expected=52.000000 predicted=43.551034, expected=44.000000 predicted=42.211908, expected=52.000000 predicted=49.455046, expected=20.000000 predicted=29.377483, expected=36.000000 predicted=38.645775, expected=44.000000 predicted=45.065888, expected=40.000000 predicted=40.402693, expected=36.000000 predicted=40.211296, expected=36.000000 predicted=31.800613, expected=28.000000 predicted=34.270936, expected=52.000000 predicted=43.327608, expected=32.000000 predicted=36.912647, expected=36.000000 predicted=35.490267, expected=44.000000 predicted=39.159303, expected=44.000000 predicted=37.912823, expected=48.000000 predicted=45.787328, expected=48.000000 predicted=41.069086, expected=32.000000 predicted=37.896646, expected=44.000000 predicted=43.260917, expected=52.000000 predicted=46.672732, expected=56.000000 predicted=49.143513, expected=56.000000 predicted=49.677809, expected=48.000000 predicted=44.085573, expected=32.000000 predicted=42.810236, expected=48.000000 predicted=49.075441, expected=56.000000 predicted=52.973947, expected=76.000000 predicted=59.053044, expected=36.000000 predicted=45.540686, expected=20.000000 predicted=34.478886, expected=20.000000 predicted=38.557556, expected=40.000000 predicted=44.880110, expected=36.000000 predicted=46.374920, expected=84.000000 predicted=49.152026, expected=36.000000 predicted=34.435651, expected=32.000000 predicted=32.278028, expected=48.000000 predicted=45.546263, expected=44.000000 predicted=44.075044, expected=32.000000 predicted=50.788630, expected=80.000000 predicted=51.476301, expected=52.000000 predicted=46.005718, expected=20.000000 predicted=38.648548, expected=36.000000 predicted=41.727638, expected=12.000000 predicted=31.298703, expected=56.000000 predicted=54.195430, expected=36.000000 predicted=40.122444, expected=28.000000 predicted=26.772876, expected=44.000000 predicted=37.340555, expected=24.000000 predicted=26.489110, expected=24.000000 predicted=36.639628, expected=68.000000 predicted=44.643098, expected=76.000000 predicted=48.809654, expected=4.000000 predicted=31.093859, expected=36.000000 predicted=33.161087, expected=32.000000 predicted=35.799004, expected=40.000000 predicted=47.717561, expected=32.000000 predicted=44.438081, expected=72.000000 predicted=36.937530, expected=56.000000 predicted=45.825081, expected=68.000000 predicted=49.214208, expected=48.000000 predicted=48.637615, expected=40.000000 predicted=44.201404, expected=28.000000 predicted=50.843614, expected=52.000000 predicted=51.215562, expected=52.000000 predicted=54.126721, expected=72.000000 predicted=53.788032, expected=20.000000 predicted=37.086113, expected=40.000000 predicted=38.066053, expected=40.000000 predicted=46.958465, expected=28.000000 predicted=40.667538, expected=12.000000 predicted=37.792669, expected=32.000000 predicted=27.304124, expected=28.000000 predicted=32.267550, expected=116.000000 predicted=59.684411, expected=52.000000 predicted=43.536725, expected=32.000000 predicted=31.421014, expected=28.000000 predicted=39.731938, expected=24.000000 predicted=37.336145, expected=56.000000 predicted=67.816180, expected=60.000000 predicted=49.135456, expected=68.000000 predicted=46.694982, expected=52.000000 predicted=43.883684, expected=32.000000 predicted=38.207512, expected=44.000000 predicted=50.872947, expected=24.000000 predicted=44.801695, expected=72.000000 predicted=58.486588, expected=36.000000 predicted=44.423186, expected=32.000000 predicted=34.689290, expected=32.000000 predicted=39.076517, expected=52.000000 predicted=40.167170, expected=48.000000 predicted=52.383072, expected=52.000000 predicted=42.394518, expected=32.000000 predicted=36.663740, expected=48.000000 predicted=41.715700, expected=68.000000 predicted=55.365007, expected=28.000000 predicted=42.042504, expected=20.000000 predicted=37.360933, expected=60.000000 predicted=44.885674, expected=28.000000 predicted=40.862809, expected=40.000000 predicted=45.579682, expected=48.000000 predicted=38.042255, expected=68.000000 predicted=44.196990, expected=32.000000 predicted=45.705460, expected=24.000000 predicted=32.227301, expected=40.000000 predicted=41.464505, expected=16.000000 predicted=35.469406, expected=48.000000 predicted=46.723982, expected=48.000000 predicted=37.864017, expected=28.000000 predicted=29.564627, expected=32.000000 predicted=34.933859, expected=36.000000 predicted=30.939979, expected=32.000000 predicted=38.509113, expected=68.000000 predicted=48.692995, expected=76.000000 predicted=49.066421, expected=48.000000 predicted=43.818719, expected=24.000000 predicted=38.014765, expected=40.000000 predicted=42.461111, expected=28.000000 predicted=48.305048, expected=36.000000 predicted=48.133085, expected=24.000000 predicted=34.522253, expected=36.000000 predicted=30.380157, expected=80.000000 predicted=50.330459, expected=48.000000 predicted=40.370280, expected=64.000000 predicted=47.591081, expected=24.000000 predicted=35.841625, expected=16.000000 predicted=34.995762, expected=4.000000 predicted=40.603757, expected=40.000000 predicted=38.287276, expected=80.000000 predicted=55.173918, expected=28.000000 predicted=28.721579, expected=44.000000 predicted=30.868233, expected=56.000000 predicted=37.304494, expected=24.000000 predicted=39.060891, expected=20.000000 predicted=44.612951, expected=52.000000 predicted=39.085479, expected=52.000000 predicted=45.154572, expected=40.000000 predicted=43.336145, expected=32.000000 predicted=31.973970, expected=16.000000 predicted=26.972913, expected=28.000000 predicted=38.096472, expected=40.000000 Test MSE: 335.694
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), 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array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188])] predicted=207.572601, expected=244.000000 predicted=225.200238, expected=280.000000 predicted=201.437762, expected=180.000000 predicted=199.902626, expected=132.000000 predicted=153.887107, expected=248.000000 predicted=211.513891, expected=172.000000 predicted=181.584740, expected=256.000000 predicted=258.328066, expected=264.000000 predicted=232.692359, expected=416.000000 predicted=277.367510, expected=204.000000 predicted=234.478589, expected=232.000000 predicted=232.227444, expected=240.000000 predicted=263.019098, expected=164.000000 predicted=185.647913, expected=172.000000 predicted=278.975103, expected=300.000000 predicted=248.707521, expected=200.000000 predicted=197.443680, expected=200.000000 predicted=227.916413, expected=200.000000 predicted=201.946065, expected=156.000000 predicted=155.499360, expected=196.000000 predicted=237.431277, expected=200.000000 predicted=194.381257, expected=344.000000 predicted=264.848769, expected=360.000000 predicted=281.096645, expected=212.000000 predicted=203.047131, expected=216.000000 predicted=243.732897, expected=200.000000 predicted=205.277639, expected=200.000000 predicted=241.440968, expected=184.000000 predicted=254.479124, expected=256.000000 predicted=230.740382, expected=344.000000 predicted=274.724014, expected=148.000000 predicted=175.614633, expected=212.000000 predicted=233.191452, expected=184.000000 predicted=191.294224, expected=168.000000 predicted=184.819571, expected=196.000000 predicted=259.465131, expected=348.000000 predicted=245.452888, expected=388.000000 predicted=292.559143, expected=268.000000 predicted=244.205499, expected=188.000000 predicted=221.318278, expected=232.000000 predicted=230.127889, expected=92.000000 predicted=188.818862, expected=220.000000 predicted=280.565620, expected=220.000000 predicted=228.538826, expected=352.000000 predicted=255.170499, expected=192.000000 predicted=223.426200, expected=180.000000 predicted=164.779134, expected=224.000000 predicted=236.274550, expected=144.000000 predicted=158.888376, expected=212.000000 predicted=267.260238, expected=252.000000 predicted=220.783020, expected=260.000000 predicted=212.514558, expected=176.000000 predicted=209.913676, expected=232.000000 predicted=206.201501, expected=196.000000 predicted=200.929487, expected=180.000000 predicted=204.230944, expected=176.000000 predicted=217.851688, expected=204.000000 predicted=186.251131, expected=188.000000 predicted=201.311447, expected=160.000000 predicted=178.092465, expected=184.000000 predicted=186.318299, expected=164.000000 predicted=166.057526, expected=148.000000 predicted=170.415794, expected=156.000000 predicted=172.193836, expected=216.000000 predicted=183.829264, expected=328.000000 predicted=249.203932, expected=168.000000 predicted=169.600283, expected=180.000000 predicted=191.740944, expected=260.000000 predicted=223.230654, expected=188.000000 predicted=178.413015, expected=264.000000 predicted=289.459845, expected=304.000000 predicted=245.700457, expected=336.000000 predicted=257.170992, expected=228.000000 predicted=256.403506, expected=188.000000 predicted=210.675601, expected=244.000000 predicted=255.782133, expected=236.000000 predicted=244.670760, expected=192.000000 predicted=248.653156, expected=224.000000 predicted=233.713260, expected=272.000000 predicted=229.116059, expected=184.000000 predicted=205.529912, expected=164.000000 predicted=208.615340, expected=172.000000 predicted=187.888360, expected=176.000000 predicted=183.412012, expected=208.000000 predicted=225.924259, expected=208.000000 predicted=194.821893, expected=220.000000 predicted=196.462401, expected=208.000000 predicted=197.004809, expected=88.000000 predicted=137.122404, expected=196.000000 predicted=205.353367, expected=200.000000 predicted=188.357438, expected=188.000000 predicted=186.075266, expected=212.000000 predicted=220.474829, expected=220.000000 predicted=164.866074, expected=176.000000 predicted=185.840322, expected=156.000000 predicted=183.486572, expected=188.000000 predicted=188.191152, expected=116.000000 predicted=152.545925, expected=204.000000 predicted=206.452449, expected=312.000000 predicted=238.897271, expected=292.000000 predicted=217.525469, expected=224.000000 predicted=228.165292, expected=240.000000 predicted=210.837784, expected=256.000000 predicted=230.546701, expected=88.000000 predicted=184.354927, expected=184.000000 predicted=238.820920, expected=188.000000 predicted=192.395391, expected=148.000000 predicted=167.743598, expected=196.000000 predicted=229.317442, expected=144.000000 predicted=122.495159, expected=172.000000 predicted=174.960274, expected=188.000000 predicted=187.779900, expected=216.000000 predicted=177.916914, expected=292.000000 predicted=244.705376, expected=304.000000 predicted=231.913786, expected=228.000000 predicted=215.558912, expected=228.000000 predicted=230.550310, expected=200.000000 predicted=211.491390, expected=316.000000 predicted=288.582503, expected=160.000000 predicted=218.926989, expected=188.000000 predicted=216.088700, expected=244.000000 predicted=241.718645, expected=168.000000 predicted=164.780976, expected=196.000000 predicted=250.787936, expected=224.000000 predicted=198.856097, expected=208.000000 predicted=189.878144, expected=176.000000 predicted=210.356752, expected=256.000000 predicted=219.698520, expected=272.000000 predicted=228.535790, expected=152.000000 predicted=187.389649, expected=296.000000 predicted=268.816991, expected=252.000000 predicted=211.640545, expected=172.000000 predicted=205.701326, expected=208.000000 predicted=254.526605, expected=332.000000 predicted=238.519248, expected=436.000000 predicted=343.679820, expected=240.000000 predicted=255.778898, expected=160.000000 predicted=213.417954, expected=192.000000 predicted=220.357755, expected=164.000000 predicted=208.436118, expected=196.000000 predicted=278.540413, expected=240.000000 predicted=233.370221, expected=384.000000 predicted=271.225961, expected=168.000000 predicted=185.662748, expected=212.000000 predicted=220.459314, expected=196.000000 predicted=210.717559, expected=144.000000 predicted=166.168806, expected=196.000000 predicted=273.332358, expected=296.000000 predicted=226.208737, expected=324.000000 predicted=257.276223, expected=180.000000 predicted=203.056404, expected=200.000000 predicted=205.985618, expected=200.000000 predicted=201.014559, expected=208.000000 predicted=225.496147, expected=180.000000 predicted=239.229182, expected=216.000000 predicted=201.318074, expected=256.000000 predicted=225.630872, expected=160.000000 predicted=177.624149, expected=124.000000 predicted=176.860381, expected=176.000000 predicted=181.896781, expected=252.000000 predicted=212.028024, expected=204.000000 predicted=213.750623, expected=368.000000 predicted=278.701621, expected=432.000000 predicted=292.392668, expected=192.000000 predicted=197.557797, expected=184.000000 predicted=261.184063, expected=192.000000 predicted=206.786995, expected=128.000000 predicted=201.837752, expected=244.000000 predicted=311.276994, expected=196.000000 predicted=185.420649, expected=276.000000 predicted=229.369248, expected=184.000000 predicted=199.365811, expected=160.000000 predicted=157.113773, expected=272.000000 predicted=259.976279, expected=152.000000 predicted=159.079904, expected=220.000000 predicted=245.271656, expected=272.000000 predicted=234.605872, expected=316.000000 predicted=230.915755, expected=224.000000 predicted=253.165946, expected=144.000000 predicted=174.341202, expected=184.000000 predicted=209.825686, expected=172.000000 predicted=198.113833, expected=192.000000 predicted=229.476699, expected=268.000000 predicted=242.563229, expected=308.000000 predicted=228.240273, expected=224.000000 predicted=214.015907, expected=180.000000 predicted=200.741678, expected=232.000000 predicted=221.730121, expected=148.000000 predicted=189.110427, expected=204.000000 predicted=243.195241, expected=316.000000 predicted=265.226565, expected=196.000000 predicted=179.764375, expected=264.000000 predicted=263.698916, expected=320.000000 predicted=249.913333, expected=340.000000 predicted=265.376833, expected=200.000000 predicted=264.518230, expected=140.000000 predicted=193.601986, expected=284.000000 predicted=271.364490, expected=236.000000 predicted=240.481703, expected=88.000000 predicted=200.515349, expected=96.000000 predicted=170.499615, expected=124.000000 predicted=122.994996, expected=84.000000 predicted=144.860609, expected=156.000000 predicted=182.534553, expected=104.000000 predicted=96.859411, expected=192.000000 predicted=146.877876, expected=96.000000 predicted=113.302059, expected=52.000000 predicted=76.811505, expected=132.000000 predicted=146.719776, expected=100.000000 predicted=84.981009, expected=124.000000 predicted=144.649429, expected=128.000000 predicted=119.467552, expected=148.000000 predicted=105.175162, expected=92.000000 predicted=112.876346, expected=108.000000 predicted=110.819482, expected=92.000000 predicted=106.047807, expected=56.000000 predicted=83.789017, expected=288.000000 predicted=211.768320, expected=116.000000 predicted=94.028898, expected=184.000000 predicted=163.562661, expected=184.000000 predicted=163.864231, expected=312.000000 predicted=181.320852, expected=132.000000 predicted=202.251670, expected=96.000000 predicted=132.364159, expected=120.000000 predicted=161.908967, expected=124.000000 predicted=125.551047, expected=148.000000 predicted=200.117347, expected=148.000000 predicted=140.059841, expected=92.000000 predicted=100.647442, expected=156.000000 predicted=144.074415, expected=116.000000 predicted=115.747986, expected=76.000000 predicted=106.983032, expected=120.000000 predicted=136.544436, expected=140.000000 predicted=109.619316, expected=88.000000 predicted=111.928139, expected=72.000000 predicted=101.411310, expected=96.000000 predicted=90.355640, expected=68.000000 predicted=82.397293, expected=260.000000 predicted=190.270533, expected=236.000000 predicted=157.916999, expected=252.000000 predicted=179.686637, expected=152.000000 predicted=160.972607, expected=192.000000 predicted=153.074118, expected=200.000000 predicted=218.559754, expected=116.000000 predicted=160.110826, expected=132.000000 predicted=189.421680, expected=128.000000 predicted=137.351402, expected=84.000000 predicted=121.682720, expected=168.000000 predicted=175.416183, expected=164.000000 predicted=134.534094, expected=80.000000 predicted=105.037963, expected=184.000000 predicted=168.741882, expected=132.000000 predicted=107.369341, expected=92.000000 predicted=122.929928, expected=208.000000 predicted=191.336368, expected=188.000000 predicted=129.593734, expected=136.000000 predicted=157.411889, expected=128.000000 predicted=149.020784, expected=196.000000 predicted=148.631626, expected=152.000000 predicted=163.416368, expected=128.000000 predicted=157.362355, expected=60.000000 predicted=107.968987, expected=80.000000 predicted=101.300315, expected=36.000000 predicted=96.349968, expected=108.000000 predicted=113.137949, expected=176.000000 predicted=139.950354, expected=144.000000 predicted=101.378515, expected=84.000000 predicted=100.365648, expected=60.000000 predicted=70.277029, expected=124.000000 predicted=110.862007, expected=60.000000 predicted=96.231121, expected=100.000000 predicted=115.790284, expected=168.000000 predicted=128.192072, expected=180.000000 predicted=116.904699, expected=120.000000 predicted=129.697049, expected=104.000000 predicted=104.873110, expected=68.000000 predicted=89.332665, expected=56.000000 predicted=98.526315, expected=136.000000 predicted=141.420964, expected=144.000000 predicted=118.379579, expected=160.000000 predicted=132.576553, expected=116.000000 predicted=108.758912, expected=132.000000 predicted=108.594648, expected=116.000000 predicted=125.183856, expected=84.000000 predicted=108.082218, expected=164.000000 predicted=157.393870, expected=88.000000 predicted=95.711558, expected=100.000000 predicted=116.305156, expected=104.000000 predicted=114.417780, expected=120.000000 predicted=96.423108, expected=96.000000 predicted=122.224360, expected=68.000000 predicted=82.422617, expected=72.000000 predicted=87.382947, expected=104.000000 predicted=96.801954, expected=140.000000 predicted=119.503204, expected=140.000000 predicted=117.481858, expected=128.000000 predicted=109.324723, expected=144.000000 predicted=120.091922, expected=64.000000 predicted=87.423334, expected=88.000000 predicted=113.820458, expected=128.000000 predicted=125.843092, expected=164.000000 predicted=131.440229, expected=64.000000 predicted=102.595085, expected=84.000000 predicted=91.366653, expected=88.000000 predicted=89.584642, expected=56.000000 predicted=76.286140, expected=140.000000 predicted=142.702284, expected=104.000000 predicted=82.293000, expected=148.000000 predicted=118.402156, expected=104.000000 predicted=105.576430, expected=116.000000 predicted=94.444617, expected=132.000000 predicted=135.241655, expected=104.000000 predicted=101.007518, expected=136.000000 predicted=140.158486, expected=172.000000 predicted=138.783838, expected=224.000000 predicted=168.035038, expected=128.000000 predicted=136.848174, expected=56.000000 predicted=100.083309, expected=112.000000 predicted=130.480271, expected=60.000000 predicted=92.671280, expected=104.000000 predicted=141.017364, expected=160.000000 predicted=139.106525, expected=160.000000 predicted=107.450777, expected=80.000000 predicted=105.078994, expected=80.000000 predicted=89.426904, expected=104.000000 predicted=102.165442, expected=64.000000 predicted=93.555038, expected=92.000000 predicted=117.710041, expected=132.000000 predicted=105.561649, expected=172.000000 predicted=121.933898, expected=108.000000 predicted=110.518503, expected=140.000000 predicted=119.588931, expected=124.000000 predicted=114.427497, expected=80.000000 predicted=100.878697, expected=88.000000 predicted=126.923072, expected=112.000000 predicted=105.083156, expected=120.000000 predicted=117.915809, expected=60.000000 predicted=90.254870, expected=84.000000 predicted=89.690938, expected=104.000000 predicted=93.305083, expected=76.000000 predicted=83.657504, expected=148.000000 predicted=132.816570, expected=168.000000 predicted=116.707264, expected=272.000000 predicted=181.207660, expected=168.000000 predicted=149.310217, expected=148.000000 predicted=139.416575, expected=100.000000 predicted=138.760078, expected=96.000000 predicted=121.009694, expected=108.000000 predicted=165.567750, expected=176.000000 predicted=157.091222, expected=180.000000 predicted=156.506899, expected=68.000000 predicted=93.881330, expected=76.000000 predicted=104.538938, expected=132.000000 predicted=116.808929, expected=44.000000 predicted=85.537836, expected=120.000000 predicted=143.269333, expected=180.000000 predicted=125.592600, expected=320.000000 predicted=192.553292, expected=288.000000 predicted=220.227738, expected=256.000000 predicted=190.305362, expected=252.000000 predicted=222.675380, expected=264.000000 predicted=230.324608, expected=236.000000 predicted=265.542975, expected=284.000000 predicted=282.192162, expected=348.000000 predicted=300.437099, expected=176.000000 predicted=214.412774, expected=152.000000 predicted=224.274946, expected=128.000000 predicted=183.018128, expected=108.000000 predicted=162.455352, expected=184.000000 predicted=233.739853, expected=152.000000 predicted=151.784802, expected=184.000000 predicted=169.086027, expected=80.000000 predicted=114.132149, expected=44.000000 predicted=83.402417, expected=4.000000 predicted=83.858871, expected=4.000000 predicted=53.683489, expected=100.000000 predicted=113.917473, expected=100.000000 predicted=74.766876, expected=116.000000 predicted=85.564820, expected=132.000000 predicted=89.561659, expected=116.000000 predicted=75.005967, expected=124.000000 predicted=117.301999, expected=148.000000 predicted=127.663641, expected=176.000000 predicted=145.285562, expected=88.000000 predicted=111.700043, expected=100.000000 predicted=117.976771, expected=136.000000 predicted=128.704961, expected=76.000000 predicted=96.381678, expected=156.000000 predicted=160.690597, expected=180.000000 predicted=136.018598, expected=192.000000 predicted=146.888763, expected=120.000000 predicted=140.197310, expected=72.000000 predicted=91.948195, expected=112.000000 predicted=131.194233, expected=132.000000 predicted=134.819108, expected=136.000000 predicted=147.168146, expected=112.000000 predicted=120.244585, expected=168.000000 predicted=130.713456, expected=128.000000 predicted=120.117889, expected=284.000000 predicted=210.254709, expected=164.000000 predicted=153.718785, expected=96.000000 predicted=121.771582, expected=384.000000 predicted=291.114793, expected=188.000000 predicted=143.317467, expected=248.000000 predicted=269.558158, expected=136.000000 predicted=181.940078, expected=72.000000 predicted=91.074336, expected=132.000000 predicted=227.320023, expected=116.000000 predicted=127.471134, expected=84.000000 predicted=141.538274, expected=136.000000 predicted=136.887138, expected=160.000000 predicted=117.001365, expected=100.000000 predicted=112.820138, expected=92.000000 predicted=113.589301, expected=108.000000 predicted=101.292224, expected=84.000000 predicted=98.737820, expected=128.000000 predicted=134.280428, expected=156.000000 predicted=126.664880, expected=100.000000 predicted=98.533565, expected=68.000000 predicted=97.628506, expected=124.000000 predicted=109.291865, expected=168.000000 predicted=134.825310, expected=100.000000 predicted=119.047680, expected=96.000000 predicted=111.117409, expected=108.000000 predicted=97.485454, expected=104.000000 predicted=104.466958, expected=124.000000 predicted=135.519415, expected=100.000000 predicted=101.206534, expected=132.000000 predicted=116.992333, expected=56.000000 Test MSE: 3795.851
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array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344])] predicted=18.947680, expected=4.000000 predicted=14.354132, expected=8.000000 predicted=12.550246, expected=12.000000 predicted=13.513686, expected=4.000000 predicted=16.082321, expected=8.000000 predicted=11.576408, expected=8.000000 predicted=6.678441, expected=16.000000 predicted=10.248426, expected=8.000000 predicted=9.342026, expected=8.000000 predicted=8.309109, expected=24.000000 predicted=12.871859, expected=12.000000 predicted=11.901028, expected=4.000000 predicted=11.992219, expected=4.000000 predicted=8.537945, expected=4.000000 predicted=8.251662, expected=4.000000 predicted=9.865004, expected=4.000000 predicted=5.888699, expected=8.000000 predicted=5.009073, expected=8.000000 predicted=5.465398, expected=8.000000 predicted=6.130082, expected=8.000000 predicted=6.480385, expected=8.000000 predicted=7.001557, expected=4.000000 predicted=6.911399, expected=4.000000 predicted=6.454877, expected=8.000000 predicted=6.850895, expected=12.000000 predicted=8.017515, expected=8.000000 predicted=7.554929, expected=16.000000 predicted=9.264863, expected=8.000000 predicted=8.263516, expected=24.000000 predicted=14.042345, expected=4.000000 predicted=10.471875, expected=4.000000 predicted=10.136581, expected=16.000000 predicted=12.291086, expected=8.000000 predicted=9.972164, expected=8.000000 predicted=12.306715, expected=28.000000 predicted=12.410036, expected=8.000000 predicted=10.323747, expected=4.000000 predicted=12.273189, expected=8.000000 predicted=9.237355, expected=4.000000 predicted=8.833486, expected=16.000000 predicted=14.183104, expected=8.000000 predicted=7.690528, expected=4.000000 predicted=6.956111, expected=4.000000 predicted=6.622021, expected=4.000000 predicted=5.874095, expected=12.000000 predicted=9.501942, expected=4.000000 predicted=5.840667, expected=4.000000 predicted=5.297331, expected=8.000000 predicted=5.678546, expected=16.000000 predicted=8.606658, expected=8.000000 predicted=8.980501, expected=4.000000 predicted=6.769002, expected=12.000000 predicted=8.285422, expected=4.000000 predicted=7.767262, expected=12.000000 predicted=10.831062, expected=24.000000 predicted=11.737702, expected=4.000000 predicted=8.634454, expected=4.000000 predicted=9.984303, expected=4.000000 predicted=6.720148, expected=8.000000 predicted=9.626899, expected=4.000000 predicted=9.284137, expected=12.000000 predicted=6.713875, expected=20.000000 predicted=9.381296, expected=16.000000 predicted=10.783202, expected=4.000000 predicted=9.652578, expected=8.000000 predicted=9.451528, expected=12.000000 predicted=11.598734, expected=4.000000 predicted=11.008864, expected=12.000000 predicted=10.683134, expected=12.000000 predicted=8.153839, expected=12.000000 predicted=10.328676, expected=12.000000 predicted=10.940270, expected=52.000000 predicted=20.553198, expected=36.000000 predicted=22.904273, expected=8.000000 predicted=20.285133, expected=4.000000 predicted=16.943116, expected=40.000000 predicted=25.478665, expected=4.000000 predicted=23.853852, expected=4.000000 predicted=18.590005, expected=8.000000 predicted=9.683822, expected=8.000000 predicted=9.679473, expected=12.000000 predicted=15.790554, expected=4.000000 predicted=5.885314, expected=8.000000 predicted=7.337043, expected=8.000000 predicted=7.679129, expected=16.000000 predicted=10.195041, expected=12.000000 predicted=10.317187, expected=28.000000 predicted=14.242158, expected=4.000000 predicted=10.507253, expected=4.000000 predicted=11.360846, expected=24.000000 predicted=15.557525, expected=12.000000 predicted=12.896237, expected=4.000000 predicted=13.990038, expected=4.000000 predicted=7.472287, expected=12.000000 predicted=9.347403, expected=8.000000 predicted=11.446375, expected=4.000000 predicted=7.640050, expected=8.000000 predicted=6.593511, expected=16.000000 predicted=8.956347, expected=8.000000 predicted=9.267207, expected=12.000000 predicted=10.001557, expected=4.000000 predicted=7.228563, expected=12.000000 predicted=10.315819, expected=8.000000 predicted=9.943798, expected=12.000000 predicted=9.803941, expected=16.000000 predicted=11.390831, expected=8.000000 predicted=9.043035, expected=12.000000 predicted=11.824593, expected=16.000000 predicted=11.847547, expected=36.000000 predicted=18.884803, expected=16.000000 predicted=16.619260, expected=8.000000 predicted=15.097936, expected=20.000000 predicted=17.553700, expected=8.000000 predicted=15.252840, expected=12.000000 predicted=18.624620, expected=8.000000 predicted=11.491481, expected=16.000000 predicted=12.279943, expected=4.000000 predicted=10.891640, expected=12.000000 predicted=10.549371, expected=8.000000 predicted=9.453177, expected=4.000000 predicted=8.142473, expected=4.000000 predicted=8.291547, expected=4.000000 predicted=5.346210, expected=36.000000 predicted=14.815374, expected=4.000000 predicted=8.123937, expected=24.000000 predicted=14.868267, expected=16.000000 predicted=12.755252, expected=16.000000 predicted=15.778212, expected=8.000000 predicted=17.965616, expected=4.000000 predicted=10.250787, expected=4.000000 predicted=11.930441, expected=4.000000 predicted=8.521003, expected=16.000000 predicted=10.312136, expected=8.000000 predicted=7.220091, expected=8.000000 predicted=7.568564, expected=4.000000 predicted=6.419059, expected=4.000000 predicted=6.545075, expected=16.000000 predicted=10.744963, expected=4.000000 predicted=6.647140, expected=8.000000 predicted=8.026130, expected=8.000000 predicted=6.766530, expected=12.000000 predicted=8.663803, expected=4.000000 predicted=8.668312, expected=8.000000 predicted=7.348299, expected=20.000000 predicted=10.871820, expected=12.000000 predicted=10.373238, expected=12.000000 predicted=11.996628, expected=20.000000 predicted=12.716244, expected=12.000000 predicted=12.931572, expected=4.000000 predicted=13.098636, expected=12.000000 predicted=12.012291, expected=8.000000 predicted=10.470040, expected=8.000000 predicted=11.414327, expected=4.000000 predicted=7.777405, expected=4.000000 predicted=6.070408, expected=8.000000 predicted=7.721268, expected=4.000000 predicted=5.763903, expected=20.000000 predicted=9.787275, expected=16.000000 predicted=9.316857, expected=32.000000 predicted=16.054630, expected=4.000000 predicted=11.869919, expected=8.000000 predicted=13.157846, expected=12.000000 predicted=14.636663, expected=16.000000 predicted=14.738682, expected=4.000000 predicted=13.418322, expected=8.000000 predicted=8.497170, expected=8.000000 predicted=8.650593, expected=4.000000 predicted=8.294619, expected=8.000000 predicted=8.843391, expected=4.000000 predicted=5.327479, expected=16.000000 predicted=9.192487, expected=8.000000 predicted=7.699576, expected=12.000000 predicted=9.093180, expected=4.000000 predicted=7.809540, expected=20.000000 predicted=11.421779, expected=16.000000 predicted=12.973498, expected=12.000000 predicted=12.034464, expected=12.000000 predicted=12.670900, expected=8.000000 predicted=10.561765, expected=4.000000 predicted=11.676507, expected=8.000000 predicted=10.224713, expected=8.000000 predicted=8.634101, expected=12.000000 predicted=9.467542, expected=8.000000 predicted=7.961221, expected=4.000000 predicted=6.728354, expected=8.000000 predicted=7.981842, expected=8.000000 predicted=7.748590, expected=4.000000 predicted=7.352089, expected=20.000000 predicted=10.223728, expected=4.000000 predicted=6.696309, expected=4.000000 predicted=8.116346, expected=8.000000 predicted=7.718582, expected=4.000000 predicted=6.294017, expected=8.000000 predicted=9.274824, expected=12.000000 predicted=6.967312, expected=12.000000 predicted=8.140157, expected=4.000000 predicted=7.604466, expected=12.000000 predicted=8.835340, expected=8.000000 predicted=8.650554, expected=16.000000 predicted=11.685080, expected=12.000000 predicted=10.809656, expected=4.000000 predicted=8.355397, expected=12.000000 predicted=11.067740, expected=8.000000 predicted=9.128136, expected=16.000000 predicted=12.574872, expected=4.000000 predicted=8.709491, expected=8.000000 predicted=8.503192, expected=12.000000 predicted=10.120768, expected=8.000000 predicted=8.931294, expected=16.000000 predicted=12.059945, expected=20.000000 predicted=11.592289, expected=12.000000 predicted=12.262031, expected=4.000000 predicted=11.266884, expected=12.000000 predicted=11.581799, expected=4.000000 predicted=10.341194, expected=4.000000 predicted=9.866390, expected=12.000000 predicted=8.742047, expected=4.000000 predicted=5.816945, expected=12.000000 predicted=9.238401, expected=4.000000 predicted=5.772416, expected=28.000000 predicted=12.555671, expected=12.000000 predicted=11.515452, expected=36.000000 predicted=18.272386, expected=8.000000 predicted=14.839707, expected=20.000000 predicted=17.633119, expected=4.000000 predicted=16.762356, expected=12.000000 predicted=14.546415, expected=12.000000 predicted=16.580708, expected=8.000000 predicted=10.038265, expected=12.000000 predicted=12.367142, expected=8.000000 predicted=8.515848, expected=16.000000 predicted=12.045655, expected=4.000000 predicted=9.328178, expected=4.000000 predicted=8.233287, expected=12.000000 predicted=9.658077, expected=4.000000 predicted=7.238689, expected=4.000000 predicted=7.965512, expected=12.000000 predicted=6.950315, expected=8.000000 predicted=6.912546, expected=4.000000 predicted=7.589941, expected=12.000000 predicted=7.621855, expected=4.000000 predicted=6.350803, expected=12.000000 predicted=9.590021, expected=24.000000 predicted=11.920970, expected=4.000000 predicted=8.748867, expected=4.000000 predicted=10.061632, expected=8.000000 predicted=8.220628, expected=8.000000 predicted=9.568216, expected=12.000000 predicted=11.656664, expected=4.000000 predicted=6.104929, expected=4.000000 predicted=6.241677, expected=24.000000 predicted=11.350499, expected=8.000000 predicted=9.292536, expected=12.000000 predicted=11.675558, expected=8.000000 predicted=8.988027, expected=8.000000 predicted=9.636375, expected=8.000000 predicted=11.992019, expected=4.000000 predicted=7.426664, expected=12.000000 predicted=9.377182, expected=4.000000 predicted=6.785872, expected=4.000000 predicted=6.673429, expected=8.000000 predicted=6.791593, expected=28.000000 predicted=11.511342, expected=4.000000 predicted=9.423531, expected=24.000000 predicted=13.528354, expected=8.000000 predicted=10.843909, expected=12.000000 predicted=13.497572, expected=8.000000 predicted=14.397744, expected=28.000000 predicted=14.529941, expected=20.000000 predicted=17.655390, expected=4.000000 predicted=12.311962, expected=4.000000 predicted=11.774864, expected=4.000000 predicted=9.534603, expected=4.000000 predicted=11.161941, expected=8.000000 predicted=8.550808, expected=8.000000 predicted=5.490335, expected=8.000000 predicted=6.154188, expected=4.000000 predicted=5.620362, expected=4.000000 predicted=5.560429, expected=8.000000 predicted=6.802750, expected=4.000000 predicted=5.826424, expected=4.000000 predicted=5.521802, expected=12.000000 predicted=6.465464, expected=4.000000 predicted=5.446192, expected=16.000000 predicted=9.212914, expected=12.000000 predicted=8.486121, expected=16.000000 predicted=10.928723, expected=8.000000 predicted=11.075689, expected=4.000000 predicted=8.785958, expected=12.000000 predicted=11.665758, expected=8.000000 predicted=9.637076, expected=8.000000 predicted=9.946846, expected=4.000000 predicted=6.990211, expected=4.000000 predicted=6.019043, expected=8.000000 predicted=7.686988, expected=4.000000 predicted=5.828221, expected=28.000000 predicted=11.569439, expected=4.000000 predicted=7.582954, expected=4.000000 predicted=8.402020, expected=4.000000 predicted=7.726227, expected=8.000000 predicted=7.739259, expected=4.000000 predicted=9.840276, expected=16.000000 predicted=7.630543, expected=24.000000 predicted=11.048913, expected=8.000000 predicted=9.998710, expected=4.000000 predicted=10.103389, expected=8.000000 predicted=9.389998, expected=24.000000 predicted=14.984643, expected=8.000000 predicted=13.114872, expected=4.000000 predicted=9.154152, expected=4.000000 predicted=7.547276, expected=4.000000 predicted=7.646879, expected=12.000000 predicted=10.890704, expected=20.000000 predicted=9.910022, expected=4.000000 predicted=7.293919, expected=12.000000 predicted=9.575776, expected=8.000000 predicted=8.865430, expected=16.000000 predicted=12.433503, expected=24.000000 predicted=15.714602, expected=8.000000 predicted=10.895382, expected=4.000000 predicted=11.461305, expected=16.000000 predicted=12.385239, expected=4.000000 predicted=10.996762, expected=12.000000 predicted=12.887585, expected=24.000000 predicted=12.319861, expected=4.000000 predicted=9.210038, expected=4.000000 predicted=10.957382, expected=8.000000 predicted=8.307697, expected=8.000000 predicted=9.625938, expected=24.000000 predicted=14.634828, expected=8.000000 predicted=8.588583, expected=8.000000 predicted=9.720361, expected=8.000000 predicted=9.890411, expected=8.000000 predicted=9.916602, expected=4.000000 predicted=10.589741, expected=4.000000 predicted=6.483270, expected=4.000000 predicted=5.822624, expected=8.000000 predicted=6.343685, expected=8.000000 predicted=6.361622, expected=12.000000 predicted=7.123389, expected=12.000000 predicted=8.102368, expected=4.000000 predicted=7.241437, expected=16.000000 predicted=10.612910, expected=8.000000 predicted=9.279940, expected=4.000000 predicted=9.210562, expected=8.000000 predicted=8.848863, expected=12.000000 predicted=8.378746, expected=4.000000 predicted=8.802774, expected=4.000000 predicted=6.668572, expected=4.000000 predicted=5.402595, expected=20.000000 predicted=9.811110, expected=4.000000 predicted=7.755529, expected=4.000000 predicted=6.618136, expected=8.000000 Test MSE: 61.128
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602])] predicted=12.016797, expected=4.000000 predicted=9.102678, expected=12.000000 predicted=10.779498, expected=12.000000 predicted=11.596542, expected=12.000000 predicted=12.772496, expected=16.000000 predicted=11.939976, expected=8.000000 predicted=9.997793, expected=12.000000 predicted=11.845842, expected=8.000000 predicted=10.579260, expected=8.000000 predicted=9.856260, expected=24.000000 predicted=15.238010, expected=16.000000 predicted=13.580114, expected=16.000000 predicted=14.482395, expected=12.000000 predicted=13.591214, expected=4.000000 predicted=10.864932, expected=28.000000 predicted=19.043665, expected=8.000000 predicted=13.004728, expected=28.000000 predicted=18.396031, expected=20.000000 predicted=17.880021, expected=8.000000 predicted=13.884826, expected=16.000000 predicted=17.569317, expected=24.000000 predicted=18.487709, expected=24.000000 predicted=21.113964, expected=28.000000 predicted=22.025620, expected=16.000000 predicted=18.643079, expected=12.000000 predicted=17.952915, expected=16.000000 predicted=18.935836, expected=8.000000 predicted=15.190160, expected=44.000000 predicted=25.702165, expected=4.000000 predicted=14.796581, expected=8.000000 predicted=13.209659, expected=28.000000 predicted=19.912682, expected=8.000000 predicted=14.780574, expected=16.000000 predicted=17.867384, expected=20.000000 predicted=15.105134, expected=24.000000 predicted=18.620576, expected=16.000000 predicted=18.472732, expected=8.000000 predicted=13.621648, expected=16.000000 predicted=16.213539, expected=64.000000 predicted=32.892935, expected=16.000000 predicted=23.321039, expected=20.000000 predicted=22.604641, expected=12.000000 predicted=20.264472, expected=12.000000 predicted=20.381355, expected=4.000000 predicted=18.237813, expected=4.000000 predicted=9.506565, expected=4.000000 predicted=8.098821, expected=20.000000 predicted=11.424796, expected=24.000000 predicted=14.306681, expected=12.000000 predicted=11.717199, expected=56.000000 predicted=27.478014, expected=40.000000 predicted=29.708805, expected=8.000000 predicted=23.143569, expected=8.000000 predicted=20.885182, expected=8.000000 predicted=17.997496, expected=8.000000 predicted=18.390689, expected=12.000000 predicted=13.840053, expected=12.000000 predicted=9.938098, expected=4.000000 predicted=7.670903, expected=16.000000 predicted=11.139275, expected=4.000000 predicted=8.174349, expected=16.000000 predicted=11.679161, expected=8.000000 predicted=9.728983, expected=36.000000 predicted=18.493920, expected=32.000000 predicted=22.236954, expected=16.000000 predicted=18.316943, expected=4.000000 predicted=15.417145, expected=8.000000 predicted=14.480046, expected=4.000000 predicted=13.676210, expected=4.000000 predicted=9.715078, expected=4.000000 predicted=6.104419, expected=12.000000 predicted=7.180103, expected=4.000000 predicted=5.704329, expected=4.000000 predicted=4.947317, expected=4.000000 predicted=4.914067, expected=16.000000 predicted=9.021407, expected=8.000000 predicted=8.276992, expected=12.000000 predicted=8.868707, expected=20.000000 predicted=12.757542, expected=12.000000 predicted=11.990552, expected=12.000000 predicted=13.109421, expected=8.000000 predicted=10.979661, expected=32.000000 predicted=19.246395, expected=4.000000 predicted=12.845993, expected=4.000000 predicted=10.015274, expected=8.000000 predicted=10.403058, expected=4.000000 predicted=8.155564, expected=4.000000 predicted=8.368126, expected=8.000000 predicted=5.829152, expected=12.000000 predicted=7.772686, expected=20.000000 predicted=11.829759, expected=12.000000 predicted=10.692714, expected=4.000000 predicted=8.625965, expected=8.000000 predicted=9.784407, expected=4.000000 predicted=8.393534, expected=8.000000 predicted=8.959081, expected=12.000000 predicted=8.963460, expected=4.000000 predicted=6.093087, expected=4.000000 predicted=6.014498, expected=8.000000 predicted=6.762166, expected=8.000000 predicted=7.372118, expected=24.000000 predicted=13.186935, expected=4.000000 predicted=7.978496, expected=12.000000 predicted=10.220962, expected=8.000000 predicted=10.032879, expected=12.000000 predicted=11.115299, expected=32.000000 predicted=19.210725, expected=4.000000 predicted=10.646460, expected=12.000000 predicted=12.854610, expected=4.000000 predicted=10.075198, expected=8.000000 predicted=10.652859, expected=4.000000 predicted=9.396711, expected=12.000000 predicted=8.125554, expected=4.000000 predicted=6.770118, expected=36.000000 predicted=16.470016, expected=4.000000 predicted=10.522826, expected=16.000000 predicted=12.951176, expected=12.000000 predicted=13.698036, expected=12.000000 predicted=13.030213, expected=8.000000 predicted=13.586291, expected=12.000000 predicted=10.646233, expected=36.000000 predicted=20.267471, expected=20.000000 predicted=18.004582, expected=4.000000 predicted=13.035222, expected=12.000000 predicted=14.191565, expected=4.000000 predicted=11.916082, expected=4.000000 predicted=11.229653, expected=8.000000 predicted=8.545648, expected=8.000000 predicted=6.832502, expected=12.000000 predicted=8.942093, expected=24.000000 predicted=13.091584, expected=28.000000 predicted=17.337501, expected=8.000000 predicted=13.586302, expected=4.000000 predicted=11.505555, expected=4.000000 predicted=10.760716, expected=4.000000 predicted=9.919873, expected=4.000000 predicted=7.758480, expected=16.000000 predicted=8.673806, expected=8.000000 predicted=7.194946, expected=12.000000 predicted=8.839075, expected=32.000000 predicted=16.899145, expected=4.000000 predicted=11.138388, expected=4.000000 predicted=10.627833, expected=4.000000 predicted=8.793129, expected=4.000000 predicted=8.167799, expected=4.000000 predicted=7.932189, expected=12.000000 predicted=6.714756, expected=8.000000 predicted=6.571132, expected=12.000000 predicted=8.351764, expected=4.000000 predicted=6.656081, expected=8.000000 predicted=7.693530, expected=16.000000 predicted=11.279243, expected=12.000000 predicted=10.540623, expected=16.000000 predicted=12.499444, expected=8.000000 predicted=10.097534, expected=4.000000 predicted=8.933266, expected=28.000000 predicted=16.810793, expected=8.000000 predicted=12.026525, expected=12.000000 predicted=12.544818, expected=28.000000 predicted=17.416174, expected=28.000000 predicted=20.123079, expected=8.000000 predicted=16.997702, expected=12.000000 predicted=14.790841, expected=4.000000 predicted=12.354767, expected=16.000000 predicted=15.689519, expected=4.000000 predicted=10.653439, expected=4.000000 predicted=6.920545, expected=24.000000 predicted=13.449157, expected=8.000000 predicted=9.735362, expected=8.000000 predicted=10.254547, expected=12.000000 predicted=10.254987, expected=4.000000 predicted=8.376581, expected=16.000000 predicted=12.889237, expected=36.000000 predicted=18.815623, expected=12.000000 predicted=14.642130, expected=12.000000 predicted=14.718900, expected=12.000000 predicted=14.105815, expected=12.000000 predicted=15.193529, expected=4.000000 predicted=12.693884, expected=8.000000 predicted=9.355504, expected=20.000000 predicted=13.064301, expected=20.000000 predicted=14.472029, expected=16.000000 predicted=14.273161, expected=28.000000 predicted=18.537514, expected=20.000000 predicted=18.953412, expected=16.000000 predicted=19.188955, expected=24.000000 predicted=21.285948, expected=4.000000 predicted=14.833931, expected=8.000000 predicted=14.606161, expected=8.000000 predicted=11.905803, expected=4.000000 predicted=8.977546, expected=8.000000 predicted=9.213082, expected=8.000000 predicted=6.843275, expected=92.000000 predicted=36.707068, expected=12.000000 predicted=22.287119, expected=16.000000 predicted=21.944785, expected=4.000000 predicted=18.831018, expected=20.000000 predicted=22.294892, expected=12.000000 predicted=24.677037, expected=16.000000 predicted=13.731605, expected=4.000000 predicted=10.650402, expected=32.000000 predicted=17.575181, expected=8.000000 predicted=14.575993, expected=8.000000 predicted=11.862971, expected=12.000000 predicted=13.149628, expected=36.000000 predicted=19.881888, expected=32.000000 predicted=24.499180, expected=4.000000 predicted=14.424493, expected=8.000000 predicted=14.489491, expected=16.000000 predicted=16.978680, expected=24.000000 predicted=20.663357, expected=12.000000 predicted=15.776169, expected=20.000000 predicted=15.107668, expected=8.000000 predicted=13.377718, expected=12.000000 predicted=14.189662, expected=12.000000 predicted=14.284392, expected=8.000000 predicted=10.943412, expected=16.000000 predicted=13.387223, expected=16.000000 predicted=12.872412, expected=8.000000 predicted=11.204431, expected=24.000000 predicted=15.959247, expected=16.000000 predicted=15.104158, expected=24.000000 predicted=18.562704, expected=8.000000 predicted=14.795758, expected=12.000000 predicted=14.082249, expected=12.000000 predicted=15.257639, expected=8.000000 predicted=11.957466, expected=4.000000 predicted=9.927965, expected=16.000000 predicted=10.972299, expected=4.000000 predicted=8.396390, expected=48.000000 predicted=21.619751, expected=4.000000 predicted=13.364754, expected=4.000000 predicted=10.628581, expected=12.000000 predicted=14.310026, expected=24.000000 predicted=16.590279, expected=20.000000 predicted=19.719387, expected=8.000000 predicted=11.368131, expected=8.000000 predicted=11.528742, expected=4.000000 predicted=10.654321, expected=12.000000 predicted=12.239440, expected=32.000000 predicted=17.742608, expected=12.000000 predicted=13.011114, expected=4.000000 predicted=10.278266, expected=4.000000 predicted=9.708815, expected=4.000000 predicted=9.365032, expected=12.000000 predicted=11.508174, expected=4.000000 predicted=6.345530, expected=12.000000 predicted=7.539203, expected=8.000000 predicted=7.636301, expected=4.000000 predicted=6.445161, expected=16.000000 predicted=10.623036, expected=12.000000 predicted=9.940191, expected=52.000000 predicted=24.076353, expected=20.000000 predicted=20.098199, expected=8.000000 predicted=16.032775, expected=4.000000 predicted=15.769553, expected=4.000000 predicted=13.365162, expected=24.000000 predicted=19.843246, expected=64.000000 predicted=29.894886, expected=4.000000 predicted=16.088495, expected=24.000000 predicted=20.053373, expected=16.000000 predicted=21.474125, expected=4.000000 predicted=18.526860, expected=4.000000 predicted=17.271429, expected=12.000000 predicted=10.482388, expected=8.000000 predicted=10.983380, expected=28.000000 predicted=15.193297, expected=16.000000 predicted=13.152529, expected=16.000000 predicted=14.004143, expected=12.000000 predicted=14.680896, expected=8.000000 predicted=12.910975, expected=24.000000 predicted=18.713690, expected=8.000000 predicted=13.194748, expected=8.000000 predicted=11.524653, expected=24.000000 predicted=15.847240, expected=12.000000 predicted=13.691779, expected=12.000000 predicted=14.237199, expected=8.000000 predicted=11.127486, expected=12.000000 predicted=12.156192, expected=4.000000 predicted=10.739944, expected=16.000000 predicted=11.483289, expected=20.000000 predicted=13.786598, expected=16.000000 predicted=13.349570, expected=8.000000 predicted=11.804437, expected=16.000000 predicted=13.385674, expected=28.000000 predicted=19.421764, expected=16.000000 predicted=17.435110, expected=12.000000 predicted=15.145411, expected=20.000000 predicted=16.999384, expected=24.000000 predicted=20.157576, expected=4.000000 predicted=15.121173, expected=20.000000 predicted=16.413583, expected=16.000000 predicted=16.082334, expected=4.000000 predicted=12.548364, expected=28.000000 predicted=18.326684, expected=4.000000 predicted=11.187454, expected=20.000000 predicted=15.867476, expected=12.000000 predicted=14.007996, expected=4.000000 predicted=10.045493, expected=4.000000 predicted=10.646601, expected=16.000000 predicted=10.747301, expected=12.000000 predicted=11.836137, expected=4.000000 predicted=7.885433, expected=12.000000 predicted=9.035969, expected=16.000000 predicted=11.535605, expected=16.000000 predicted=13.461704, expected=4.000000 predicted=9.554678, expected=4.000000 predicted=7.914284, expected=8.000000 predicted=9.453632, expected=8.000000 predicted=9.130641, expected=8.000000 predicted=8.178172, expected=28.000000 predicted=13.304038, expected=12.000000 predicted=11.780620, expected=24.000000 predicted=16.149847, expected=12.000000 predicted=14.866878, expected=12.000000 predicted=14.703336, expected=4.000000 predicted=13.424320, expected=8.000000 predicted=10.825066, expected=20.000000 predicted=14.795036, expected=20.000000 predicted=14.302695, expected=32.000000 predicted=19.187871, expected=8.000000 predicted=14.141000, expected=8.000000 predicted=13.786812, expected=12.000000 predicted=15.635218, expected=20.000000 predicted=17.198683, expected=24.000000 predicted=19.203587, expected=4.000000 predicted=11.138809, expected=4.000000 predicted=9.966183, expected=12.000000 predicted=12.300061, expected=8.000000 predicted=11.390319, expected=4.000000 predicted=8.585775, expected=20.000000 predicted=10.606845, expected=16.000000 predicted=11.815862, expected=12.000000 predicted=12.029621, expected=12.000000 predicted=11.900145, expected=8.000000 predicted=10.931314, expected=4.000000 predicted=10.478256, expected=16.000000 predicted=12.144173, expected=12.000000 predicted=11.131433, expected=4.000000 predicted=8.351539, expected=20.000000 predicted=12.217439, expected=12.000000 predicted=11.510751, expected=4.000000 Test MSE: 135.855
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116])] predicted=24.685722, expected=24.000000 predicted=24.787887, expected=56.000000 predicted=30.408509, expected=32.000000 predicted=27.086188, expected=8.000000 predicted=16.798966, expected=20.000000 predicted=22.326846, expected=16.000000 predicted=21.940757, expected=16.000000 predicted=27.858989, expected=16.000000 predicted=20.531001, expected=24.000000 predicted=16.900952, expected=56.000000 predicted=33.173913, expected=16.000000 predicted=19.178008, expected=16.000000 predicted=20.360813, expected=16.000000 predicted=21.079986, expected=16.000000 predicted=20.529223, expected=36.000000 predicted=35.131617, expected=32.000000 predicted=23.369519, expected=24.000000 predicted=21.766120, expected=40.000000 predicted=29.421171, expected=32.000000 predicted=27.429130, expected=12.000000 predicted=25.153988, expected=12.000000 predicted=23.346914, expected=8.000000 predicted=17.739224, expected=24.000000 predicted=25.531141, expected=40.000000 predicted=28.940029, expected=24.000000 predicted=18.912371, expected=28.000000 predicted=22.442993, expected=28.000000 predicted=22.958100, expected=16.000000 predicted=22.412610, expected=16.000000 predicted=25.698067, expected=24.000000 predicted=23.394987, expected=24.000000 predicted=23.703671, expected=4.000000 predicted=15.877328, expected=16.000000 predicted=16.746866, expected=44.000000 predicted=27.119967, expected=36.000000 predicted=26.816943, expected=44.000000 predicted=32.169975, expected=4.000000 predicted=14.471009, expected=20.000000 predicted=23.205392, expected=24.000000 predicted=30.730054, expected=32.000000 predicted=29.098089, expected=40.000000 predicted=34.597946, expected=20.000000 predicted=18.117117, expected=16.000000 predicted=21.718073, expected=8.000000 predicted=19.212081, expected=8.000000 predicted=18.898913, expected=12.000000 predicted=20.224388, expected=40.000000 predicted=24.554554, expected=28.000000 predicted=20.309374, expected=8.000000 predicted=12.270340, expected=12.000000 predicted=15.005344, expected=20.000000 predicted=18.348548, expected=36.000000 predicted=30.364675, expected=88.000000 predicted=48.229111, expected=20.000000 predicted=21.281580, expected=64.000000 predicted=41.613271, expected=36.000000 predicted=37.992323, expected=68.000000 predicted=51.772638, expected=4.000000 predicted=44.834299, expected=32.000000 predicted=30.916514, expected=8.000000 predicted=35.496210, expected=24.000000 predicted=26.297016, expected=16.000000 predicted=32.566950, expected=8.000000 predicted=9.907369, expected=8.000000 predicted=17.225963, expected=24.000000 predicted=15.849376, expected=32.000000 predicted=23.356844, expected=40.000000 predicted=25.463870, expected=28.000000 predicted=21.975278, expected=12.000000 predicted=17.267393, expected=52.000000 predicted=36.211734, expected=12.000000 predicted=24.987924, expected=12.000000 predicted=23.421901, expected=36.000000 predicted=30.466999, expected=40.000000 predicted=26.833226, expected=36.000000 predicted=36.347146, expected=24.000000 predicted=23.582034, expected=4.000000 predicted=16.639469, expected=20.000000 predicted=26.527961, expected=28.000000 predicted=28.942485, expected=24.000000 predicted=24.802530, expected=60.000000 predicted=35.970517, expected=12.000000 predicted=17.379862, expected=4.000000 predicted=17.015294, expected=8.000000 predicted=20.981994, expected=16.000000 predicted=19.006743, expected=24.000000 predicted=29.071901, expected=36.000000 predicted=21.171481, expected=64.000000 predicted=32.438227, expected=40.000000 predicted=29.366816, expected=20.000000 predicted=25.679830, expected=16.000000 predicted=27.207980, expected=12.000000 predicted=26.270370, expected=24.000000 predicted=34.305922, expected=20.000000 predicted=24.943505, expected=28.000000 predicted=22.007219, expected=20.000000 predicted=19.479039, expected=12.000000 predicted=15.367134, expected=20.000000 predicted=21.279335, expected=20.000000 predicted=19.894205, expected=8.000000 predicted=16.656837, expected=8.000000 predicted=13.750038, expected=76.000000 predicted=37.014347, expected=28.000000 predicted=25.646878, expected=4.000000 predicted=16.329700, expected=28.000000 predicted=24.844274, expected=16.000000 predicted=18.809774, expected=16.000000 predicted=33.393597, expected=20.000000 predicted=21.539974, expected=12.000000 predicted=12.059632, expected=40.000000 predicted=28.285260, expected=12.000000 predicted=16.657290, expected=20.000000 predicted=18.626355, expected=24.000000 predicted=22.679428, expected=16.000000 predicted=16.872204, expected=52.000000 predicted=36.849219, expected=52.000000 predicted=32.626283, expected=16.000000 predicted=23.427255, expected=24.000000 predicted=28.129740, expected=28.000000 predicted=27.735192, expected=20.000000 predicted=31.667773, expected=32.000000 predicted=34.259338, expected=24.000000 predicted=22.509247, expected=32.000000 predicted=27.362944, expected=8.000000 predicted=20.421207, expected=20.000000 predicted=21.101880, expected=8.000000 predicted=19.560444, expected=16.000000 predicted=17.920657, expected=28.000000 predicted=24.172408, expected=32.000000 predicted=20.017411, expected=36.000000 predicted=26.282763, expected=16.000000 predicted=17.996776, expected=24.000000 predicted=23.105701, expected=24.000000 predicted=26.381933, expected=12.000000 predicted=21.600010, expected=8.000000 predicted=19.693232, expected=28.000000 predicted=20.861768, expected=32.000000 predicted=24.651020, expected=20.000000 predicted=20.748823, expected=12.000000 predicted=15.704049, expected=20.000000 predicted=17.817576, expected=16.000000 predicted=20.858533, expected=20.000000 predicted=22.003053, expected=16.000000 predicted=17.557638, expected=20.000000 predicted=16.863508, expected=24.000000 predicted=20.832650, expected=32.000000 predicted=23.176468, expected=24.000000 predicted=22.482054, expected=28.000000 predicted=23.539310, expected=16.000000 predicted=21.087912, expected=36.000000 predicted=28.587067, expected=44.000000 predicted=34.558308, expected=28.000000 predicted=27.405525, expected=12.000000 predicted=23.293629, expected=40.000000 predicted=30.174398, expected=24.000000 predicted=29.534080, expected=12.000000 predicted=25.167414, expected=20.000000 predicted=23.667605, expected=20.000000 predicted=18.840168, expected=36.000000 predicted=30.813166, expected=8.000000 predicted=17.347412, expected=4.000000 predicted=11.973755, expected=8.000000 predicted=15.058113, expected=4.000000 predicted=11.307900, expected=16.000000 predicted=17.809633, expected=36.000000 predicted=18.460317, expected=20.000000 predicted=13.754092, expected=8.000000 predicted=11.754585, expected=24.000000 predicted=17.587889, expected=16.000000 predicted=17.757375, expected=36.000000 predicted=28.927786, expected=28.000000 predicted=23.570254, expected=36.000000 predicted=24.308430, expected=24.000000 predicted=26.133790, expected=28.000000 predicted=25.447811, expected=16.000000 predicted=26.322656, expected=20.000000 predicted=24.002611, expected=12.000000 predicted=22.285896, expected=28.000000 predicted=23.415174, expected=48.000000 predicted=32.449956, expected=40.000000 predicted=28.356796, expected=32.000000 predicted=28.691665, expected=12.000000 predicted=21.059859, expected=24.000000 predicted=28.213374, expected=24.000000 predicted=31.776475, expected=28.000000 predicted=29.036365, expected=36.000000 predicted=30.196674, expected=16.000000 predicted=18.895177, expected=20.000000 predicted=23.144493, expected=28.000000 predicted=26.179271, expected=8.000000 predicted=18.976587, expected=12.000000 predicted=20.709445, expected=48.000000 predicted=28.628779, expected=12.000000 predicted=17.783318, expected=24.000000 predicted=23.483299, expected=24.000000 predicted=20.401274, expected=24.000000 predicted=20.819522, expected=12.000000 predicted=25.424250, expected=24.000000 predicted=19.537625, expected=12.000000 predicted=18.506393, expected=28.000000 predicted=22.999484, expected=24.000000 predicted=22.511337, expected=32.000000 predicted=22.428353, expected=24.000000 predicted=24.279913, expected=36.000000 predicted=25.902059, expected=52.000000 predicted=37.477965, expected=36.000000 predicted=32.293918, expected=32.000000 predicted=33.825417, expected=16.000000 predicted=26.660089, expected=36.000000 predicted=35.046288, expected=20.000000 predicted=32.477024, expected=32.000000 predicted=30.466562, expected=68.000000 predicted=43.821592, expected=8.000000 predicted=20.653332, expected=24.000000 predicted=30.194868, expected=24.000000 predicted=27.066127, expected=32.000000 predicted=30.455539, expected=20.000000 predicted=34.445591, expected=36.000000 predicted=24.124334, expected=40.000000 predicted=31.474843, expected=24.000000 predicted=26.412807, expected=16.000000 predicted=25.663729, expected=24.000000 predicted=24.812684, expected=24.000000 predicted=27.770159, expected=12.000000 predicted=23.074613, expected=52.000000 predicted=32.611488, expected=32.000000 predicted=26.054464, expected=16.000000 predicted=22.650826, expected=16.000000 predicted=23.399428, expected=16.000000 predicted=19.101413, expected=8.000000 predicted=24.285907, expected=8.000000 predicted=16.785617, expected=44.000000 predicted=24.855385, expected=52.000000 predicted=30.036951, expected=16.000000 predicted=19.763663, expected=28.000000 predicted=23.812469, expected=8.000000 predicted=17.691560, expected=28.000000 predicted=31.054074, expected=20.000000 predicted=29.381789, expected=24.000000 predicted=20.067587, expected=12.000000 predicted=19.718501, expected=12.000000 predicted=13.761509, expected=24.000000 predicted=22.777832, expected=44.000000 predicted=27.800220, expected=24.000000 predicted=23.417284, expected=28.000000 predicted=22.823833, expected=52.000000 predicted=33.551866, expected=12.000000 predicted=23.613923, expected=16.000000 predicted=28.525769, expected=12.000000 predicted=21.338043, expected=16.000000 predicted=20.926190, expected=32.000000 predicted=31.375437, expected=48.000000 predicted=27.478162, expected=20.000000 predicted=21.158372, expected=12.000000 predicted=18.115797, expected=36.000000 predicted=28.023920, expected=8.000000 predicted=21.511801, expected=28.000000 predicted=30.311485, expected=32.000000 predicted=25.223153, expected=44.000000 predicted=27.829908, expected=16.000000 predicted=26.252113, expected=32.000000 predicted=24.425073, expected=24.000000 predicted=27.938063, expected=36.000000 predicted=31.657433, expected=44.000000 predicted=38.422255, expected=48.000000 predicted=33.651052, expected=56.000000 predicted=43.094822, expected=40.000000 predicted=37.653446, expected=12.000000 predicted=31.047367, expected=12.000000 predicted=30.762770, expected=16.000000 predicted=29.763624, expected=8.000000 predicted=25.154024, expected=32.000000 predicted=27.369541, expected=16.000000 predicted=15.255994, expected=16.000000 predicted=15.192297, expected=16.000000 predicted=17.181231, expected=16.000000 predicted=14.647220, expected=16.000000 predicted=20.499413, expected=16.000000 predicted=15.913399, expected=32.000000 predicted=21.846256, expected=20.000000 predicted=18.804059, expected=48.000000 predicted=29.432122, expected=20.000000 predicted=22.391916, expected=20.000000 predicted=21.834583, expected=4.000000 predicted=20.602705, expected=24.000000 predicted=21.729386, expected=20.000000 predicted=27.075128, expected=48.000000 predicted=28.761737, expected=12.000000 predicted=19.035408, expected=28.000000 predicted=19.854829, expected=20.000000 predicted=24.438208, expected=32.000000 predicted=25.721269, expected=24.000000 predicted=31.084549, expected=32.000000 predicted=23.772421, expected=28.000000 predicted=27.998815, expected=32.000000 predicted=27.181131, expected=28.000000 predicted=29.708707, expected=24.000000 predicted=25.875177, expected=8.000000 predicted=21.866673, expected=16.000000 predicted=21.612324, expected=44.000000 predicted=31.897962, expected=32.000000 predicted=27.421434, expected=16.000000 predicted=21.345864, expected=20.000000 predicted=19.553527, expected=8.000000 predicted=16.931960, expected=16.000000 predicted=24.624406, expected=4.000000 predicted=15.998218, expected=12.000000 predicted=12.644451, expected=48.000000 predicted=27.051991, expected=68.000000 predicted=34.176211, expected=12.000000 predicted=20.229812, expected=20.000000 predicted=21.018948, expected=20.000000 predicted=24.330794, expected=24.000000 predicted=31.541144, expected=36.000000 predicted=39.710336, expected=32.000000 predicted=23.749301, expected=24.000000 predicted=24.144929, expected=8.000000 predicted=18.873094, expected=8.000000 predicted=18.301179, expected=8.000000 predicted=19.389736, expected=24.000000 predicted=21.806173, expected=16.000000 predicted=16.918267, expected=28.000000 predicted=17.199636, expected=12.000000 predicted=13.609053, expected=24.000000 predicted=17.567889, expected=24.000000 predicted=23.026160, expected=16.000000 predicted=17.501317, expected=12.000000 predicted=19.213578, expected=8.000000 predicted=12.868779, expected=12.000000 predicted=16.247519, expected=4.000000 predicted=12.371098, expected=4.000000 predicted=8.915332, expected=8.000000 predicted=8.864494, expected=12.000000 predicted=8.858358, expected=12.000000 predicted=10.177807, expected=20.000000 predicted=11.595298, expected=4.000000 predicted=7.086341, expected=16.000000 predicted=12.104443, expected=4.000000 predicted=9.648702, expected=20.000000 predicted=13.988350, expected=24.000000 predicted=18.769970, expected=16.000000 predicted=12.054249, expected=12.000000 predicted=14.749125, expected=28.000000 predicted=17.702040, expected=8.000000 predicted=15.401094, expected=4.000000 predicted=13.516446, expected=36.000000 predicted=22.777526, expected=28.000000 predicted=19.835853, expected=8.000000 predicted=17.172464, expected=16.000000 predicted=15.434710, expected=40.000000 predicted=23.272004, expected=32.000000 predicted=29.466538, expected=28.000000 predicted=26.612003, expected=8.000000 predicted=15.776411, expected=20.000000 predicted=21.010082, expected=36.000000 predicted=32.419218, expected=12.000000 predicted=20.835619, expected=8.000000 predicted=17.646378, expected=4.000000 predicted=10.870744, expected=16.000000 predicted=16.177571, expected=4.000000 predicted=15.059799, expected=32.000000 predicted=17.701887, expected=12.000000 predicted=11.869546, expected=20.000000 predicted=13.330983, expected=4.000000 predicted=12.804022, expected=16.000000 predicted=12.163413, expected=12.000000 predicted=18.424331, expected=20.000000 predicted=14.640159, expected=24.000000 predicted=19.355898, expected=8.000000 predicted=10.016276, expected=8.000000 predicted=13.132961, expected=8.000000 predicted=11.746610, expected=24.000000 predicted=18.222912, expected=16.000000 predicted=16.849371, expected=4.000000 predicted=8.320399, expected=12.000000 predicted=11.610673, expected=12.000000 predicted=11.381519, expected=12.000000 predicted=14.615539, expected=12.000000 predicted=12.571616, expected=12.000000 predicted=9.607837, expected=8.000000 Test MSE: 196.713
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715])] predicted=97.923528, expected=148.000000 predicted=114.204675, expected=44.000000 predicted=93.464464, expected=56.000000 predicted=93.181980, expected=104.000000 predicted=91.764682, expected=116.000000 predicted=95.640481, expected=60.000000 predicted=93.159510, expected=104.000000 predicted=83.204652, expected=100.000000 predicted=85.607864, expected=56.000000 predicted=86.577776, expected=72.000000 predicted=85.091153, expected=144.000000 predicted=92.964593, expected=76.000000 predicted=91.831247, expected=68.000000 predicted=89.268604, expected=76.000000 predicted=75.217525, expected=76.000000 predicted=79.033702, expected=52.000000 predicted=82.119806, expected=84.000000 predicted=74.053383, expected=80.000000 predicted=72.211170, expected=152.000000 predicted=99.403653, expected=120.000000 predicted=100.377934, expected=68.000000 predicted=90.273274, expected=84.000000 predicted=92.889577, expected=132.000000 predicted=102.859299, expected=124.000000 predicted=119.184223, expected=164.000000 predicted=129.543343, expected=152.000000 predicted=124.493868, expected=104.000000 predicted=121.979246, expected=56.000000 predicted=110.050841, expected=116.000000 predicted=112.956190, expected=132.000000 predicted=121.929213, expected=92.000000 predicted=113.267068, expected=124.000000 predicted=110.591597, expected=152.000000 predicted=112.473354, expected=112.000000 predicted=121.234601, expected=96.000000 predicted=118.091934, expected=116.000000 predicted=110.614946, expected=76.000000 predicted=104.320690, expected=108.000000 predicted=113.372346, expected=92.000000 predicted=97.677612, expected=156.000000 predicted=116.057943, expected=112.000000 predicted=112.698382, expected=92.000000 predicted=104.765433, expected=116.000000 predicted=111.122289, expected=92.000000 predicted=102.125187, expected=92.000000 predicted=111.408335, expected=84.000000 predicted=95.483547, expected=132.000000 predicted=104.896669, expected=48.000000 predicted=88.134447, expected=104.000000 predicted=95.805898, expected=128.000000 predicted=98.924403, expected=100.000000 predicted=100.262923, expected=112.000000 predicted=111.795800, expected=112.000000 predicted=96.987711, expected=184.000000 predicted=132.732371, expected=144.000000 predicted=135.079174, expected=152.000000 predicted=140.019505, expected=80.000000 predicted=119.688468, expected=52.000000 predicted=104.316171, expected=56.000000 predicted=100.374549, expected=88.000000 predicted=92.610672, expected=64.000000 predicted=84.739386, expected=108.000000 predicted=83.657601, expected=52.000000 predicted=65.517329, expected=68.000000 predicted=71.566164, expected=68.000000 predicted=71.757459, expected=112.000000 predicted=82.482341, expected=140.000000 predicted=103.840668, expected=96.000000 predicted=92.169718, expected=96.000000 predicted=97.205210, expected=68.000000 predicted=86.012897, expected=92.000000 predicted=97.317569, expected=44.000000 predicted=83.441026, expected=40.000000 predicted=68.002515, expected=64.000000 predicted=65.573863, expected=108.000000 predicted=74.596489, expected=72.000000 predicted=75.535799, expected=68.000000 predicted=68.338212, expected=88.000000 predicted=71.613421, expected=80.000000 predicted=77.205168, expected=76.000000 predicted=84.482694, expected=152.000000 predicted=99.525626, expected=96.000000 predicted=93.187337, expected=84.000000 predicted=98.187712, expected=112.000000 predicted=98.345382, expected=80.000000 predicted=91.450691, expected=56.000000 predicted=95.016857, expected=48.000000 predicted=72.398987, expected=148.000000 predicted=94.944444, expected=176.000000 predicted=118.949420, expected=84.000000 predicted=103.729606, expected=44.000000 predicted=84.532838, expected=56.000000 predicted=73.841646, expected=76.000000 predicted=90.749385, expected=60.000000 predicted=86.364358, expected=84.000000 predicted=73.675868, expected=88.000000 predicted=69.671970, expected=76.000000 predicted=73.777931, expected=64.000000 predicted=73.730356, expected=92.000000 predicted=77.315232, expected=76.000000 predicted=78.709029, expected=68.000000 predicted=77.950618, expected=72.000000 predicted=73.767861, expected=92.000000 predicted=77.590873, expected=68.000000 predicted=77.804361, expected=100.000000 predicted=84.180282, expected=60.000000 predicted=72.287124, expected=64.000000 predicted=74.014606, expected=64.000000 predicted=72.040650, expected=88.000000 predicted=74.670189, expected=120.000000 predicted=92.023760, expected=44.000000 predicted=69.502139, expected=52.000000 predicted=69.240820, expected=96.000000 predicted=74.544322, expected=72.000000 predicted=76.777630, expected=84.000000 predicted=86.278383, expected=164.000000 predicted=96.590527, expected=148.000000 predicted=108.980264, expected=100.000000 predicted=114.551177, expected=72.000000 predicted=97.789925, expected=88.000000 predicted=97.469724, expected=52.000000 predicted=95.309593, expected=88.000000 predicted=94.993606, expected=84.000000 predicted=81.437061, expected=100.000000 predicted=85.052658, expected=48.000000 predicted=73.759307, expected=32.000000 predicted=58.937128, expected=44.000000 predicted=59.327675, expected=28.000000 predicted=49.622082, expected=72.000000 predicted=61.368755, expected=84.000000 predicted=57.439636, expected=112.000000 predicted=72.359115, expected=48.000000 predicted=63.171810, expected=88.000000 predicted=72.269607, expected=80.000000 predicted=76.352041, expected=76.000000 predicted=81.024043, expected=72.000000 predicted=81.725529, expected=80.000000 predicted=71.923100, expected=140.000000 predicted=98.639590, expected=80.000000 predicted=87.868996, expected=48.000000 predicted=79.368550, expected=48.000000 predicted=68.098519, expected=60.000000 predicted=67.834756, expected=84.000000 predicted=82.633930, expected=116.000000 predicted=83.302428, expected=80.000000 predicted=75.204284, expected=108.000000 predicted=87.238090, expected=140.000000 predicted=101.696794, expected=80.000000 predicted=97.434632, expected=60.000000 predicted=94.209413, expected=100.000000 predicted=89.969675, expected=104.000000 predicted=97.261970, expected=168.000000 predicted=125.783251, expected=64.000000 predicted=92.079786, expected=72.000000 predicted=90.207881, expected=76.000000 predicted=87.422298, expected=52.000000 predicted=79.918695, expected=40.000000 predicted=79.161972, expected=108.000000 predicted=73.529588, expected=108.000000 predicted=81.476062, expected=88.000000 predicted=85.545430, expected=72.000000 predicted=76.762106, expected=64.000000 predicted=71.073800, expected=56.000000 predicted=77.313051, expected=84.000000 predicted=80.744730, expected=80.000000 predicted=76.058499, expected=80.000000 predicted=75.920910, expected=96.000000 predicted=80.030278, expected=68.000000 predicted=73.753471, expected=96.000000 predicted=86.939688, expected=68.000000 predicted=77.553242, expected=104.000000 predicted=88.933854, expected=116.000000 predicted=96.214889, expected=136.000000 predicted=104.906250, expected=56.000000 predicted=91.311125, expected=112.000000 predicted=98.569823, expected=88.000000 predicted=94.933115, expected=120.000000 predicted=109.459087, expected=52.000000 predicted=90.975355, expected=80.000000 predicted=80.985202, expected=120.000000 predicted=97.884551, expected=64.000000 predicted=83.416663, expected=60.000000 predicted=84.805882, expected=60.000000 predicted=65.105444, expected=88.000000 predicted=77.782031, expected=56.000000 predicted=75.623217, expected=84.000000 predicted=72.656221, expected=164.000000 predicted=97.382969, expected=96.000000 predicted=92.472746, expected=36.000000 predicted=83.789188, expected=100.000000 predicted=84.571672, expected=164.000000 predicted=109.675696, expected=792.000000 predicted=343.386722, expected=232.000000 predicted=244.665051, expected=192.000000 predicted=256.151607, expected=120.000000 predicted=207.970809, expected=104.000000 predicted=215.964135, expected=180.000000 predicted=302.540965, expected=112.000000 predicted=153.161904, expected=56.000000 predicted=120.090680, expected=76.000000 predicted=98.187812, expected=52.000000 predicted=84.353909, expected=40.000000 predicted=82.604200, expected=104.000000 predicted=80.575807, expected=80.000000 predicted=70.048754, expected=124.000000 predicted=91.118792, expected=96.000000 predicted=83.932385, expected=76.000000 predicted=82.943238, expected=96.000000 predicted=94.981607, expected=104.000000 predicted=95.435054, expected=64.000000 predicted=90.549595, expected=112.000000 predicted=95.549081, expected=120.000000 predicted=97.938332, expected=108.000000 predicted=104.340613, expected=60.000000 predicted=89.206803, expected=48.000000 predicted=74.508267, expected=60.000000 predicted=78.096932, expected=72.000000 predicted=78.390967, expected=40.000000 predicted=63.284464, expected=72.000000 predicted=61.420213, expected=128.000000 predicted=79.272558, expected=48.000000 predicted=67.641735, expected=80.000000 predicted=76.384843, expected=68.000000 predicted=66.308575, expected=36.000000 predicted=65.049184, expected=32.000000 predicted=61.649118, expected=68.000000 predicted=55.022924, expected=80.000000 predicted=65.929292, expected=56.000000 predicted=59.589148, expected=56.000000 predicted=54.241454, expected=64.000000 predicted=57.057933, expected=24.000000 predicted=51.480845, expected=20.000000 predicted=45.260556, expected=92.000000 predicted=57.823413, expected=92.000000 predicted=65.545370, expected=76.000000 predicted=68.675153, expected=44.000000 predicted=53.458449, expected=92.000000 predicted=68.762844, expected=72.000000 predicted=76.658142, expected=56.000000 predicted=71.903137, expected=96.000000 predicted=76.723238, expected=92.000000 predicted=76.213049, expected=100.000000 predicted=90.289942, expected=68.000000 predicted=78.066503, expected=80.000000 predicted=79.434104, expected=88.000000 predicted=86.513198, expected=88.000000 predicted=87.170299, expected=120.000000 predicted=97.895521, expected=88.000000 predicted=88.029033, expected=80.000000 predicted=88.910416, expected=64.000000 predicted=81.494272, expected=68.000000 predicted=80.086072, expected=64.000000 predicted=78.880946, expected=100.000000 predicted=82.478718, expected=88.000000 predicted=80.325392, expected=84.000000 predicted=80.017519, expected=64.000000 predicted=74.175480, expected=40.000000 predicted=64.929025, expected=68.000000 predicted=72.617634, expected=64.000000 predicted=67.383572, expected=48.000000 predicted=61.248788, expected=80.000000 predicted=64.515140, expected=80.000000 predicted=64.794757, expected=72.000000 predicted=70.883806, expected=108.000000 predicted=81.451305, expected=120.000000 predicted=89.748839, expected=48.000000 predicted=79.194730, expected=108.000000 predicted=91.999721, expected=152.000000 predicted=106.914143, expected=136.000000 predicted=120.161356, expected=84.000000 predicted=107.212402, expected=60.000000 predicted=85.416854, expected=96.000000 predicted=100.255823, expected=88.000000 predicted=101.597547, expected=76.000000 predicted=91.759149, expected=100.000000 predicted=87.050201, expected=116.000000 predicted=92.495357, expected=48.000000 predicted=81.467854, expected=88.000000 predicted=86.291166, expected=124.000000 predicted=94.544214, expected=64.000000 predicted=87.435925, expected=100.000000 predicted=95.234176, expected=108.000000 predicted=87.623775, expected=132.000000 predicted=108.992562, expected=92.000000 predicted=104.066393, expected=100.000000 predicted=97.762040, expected=88.000000 predicted=98.207464, expected=120.000000 predicted=109.020894, expected=96.000000 predicted=104.913760, expected=100.000000 predicted=100.137125, expected=132.000000 predicted=110.109225, expected=80.000000 predicted=97.653510, expected=32.000000 predicted=83.454136, expected=68.000000 predicted=78.376943, expected=120.000000 predicted=92.868350, expected=64.000000 predicted=84.580646, expected=156.000000 predicted=102.741276, expected=144.000000 predicted=101.956502, expected=72.000000 predicted=99.322097, expected=88.000000 predicted=103.606743, expected=84.000000 predicted=91.001492, expected=80.000000 predicted=102.373842, expected=80.000000 predicted=92.607568, expected=84.000000 predicted=80.870021, expected=120.000000 predicted=95.503636, expected=76.000000 predicted=85.803464, expected=64.000000 predicted=80.875429, expected=92.000000 predicted=84.477613, expected=80.000000 predicted=83.720188, expected=96.000000 predicted=93.038384, expected=196.000000 predicted=118.571700, expected=140.000000 predicted=116.907545, expected=128.000000 predicted=126.354618, expected=192.000000 predicted=143.712456, expected=152.000000 predicted=146.930328, expected=84.000000 predicted=141.781780, expected=136.000000 predicted=135.565460, expected=96.000000 predicted=120.013859, expected=132.000000 predicted=137.443778, expected=120.000000 predicted=121.600373, expected=72.000000 predicted=99.245368, expected=132.000000 predicted=118.586723, expected=64.000000 predicted=92.415341, expected=108.000000 predicted=108.620452, expected=164.000000 predicted=119.502300, expected=172.000000 predicted=129.253460, expected=84.000000 predicted=118.511358, expected=120.000000 predicted=114.755696, expected=72.000000 predicted=104.790765, expected=64.000000 predicted=105.931821, expected=92.000000 predicted=101.417291, expected=80.000000 predicted=83.341617, expected=108.000000 predicted=96.687019, expected=60.000000 predicted=75.187281, expected=72.000000 predicted=77.149820, expected=56.000000 predicted=72.148365, expected=44.000000 predicted=64.787307, expected=64.000000 predicted=68.344382, expected=64.000000 predicted=60.122157, expected=88.000000 predicted=70.948155, expected=80.000000 predicted=69.013283, expected=76.000000 predicted=70.188133, expected=104.000000 predicted=83.122049, expected=60.000000 predicted=73.995781, expected=64.000000 predicted=76.940170, expected=72.000000 predicted=73.186625, expected=132.000000 predicted=93.398208, expected=48.000000 predicted=77.061476, expected=44.000000 predicted=65.913052, expected=56.000000 predicted=61.846885, expected=84.000000 predicted=73.341152, expected=56.000000 predicted=72.711379, expected=80.000000 predicted=65.482418, expected=108.000000 predicted=76.188590, expected=56.000000 predicted=70.110754, expected=144.000000 predicted=100.190109, expected=108.000000 predicted=92.002982, expected=72.000000 predicted=92.808721, expected=64.000000 predicted=85.917386, expected=104.000000 predicted=88.270091, expected=104.000000 predicted=103.139989, expected=92.000000 predicted=94.507508, expected=68.000000 predicted=80.333671, expected=44.000000 predicted=69.668763, expected=48.000000 predicted=70.354812, expected=84.000000 predicted=75.743966, expected=76.000000 predicted=72.341996, expected=88.000000 predicted=74.183378, expected=68.000000 predicted=66.667732, expected=32.000000 predicted=57.812329, expected=104.000000 predicted=79.916283, expected=68.000000 predicted=70.865276, expected=92.000000 predicted=82.616307, expected=148.000000 predicted=96.494828, expected=88.000000 predicted=86.653024, expected=76.000000 predicted=95.094196, expected=88.000000 predicted=87.379522, expected=88.000000 predicted=92.992359, expected=72.000000 predicted=93.349440, expected=72.000000 predicted=79.216652, expected=148.000000 predicted=100.361188, expected=100.000000 predicted=96.677580, expected=60.000000 predicted=87.438600, expected=68.000000 predicted=79.270685, expected=80.000000 predicted=81.995674, expected=96.000000 Test MSE: 2422.608
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405])] predicted=7.791976, expected=4.000000 predicted=7.798457, expected=4.000000 predicted=6.349388, expected=8.000000 predicted=6.619656, expected=12.000000 predicted=6.661552, expected=20.000000 predicted=8.993969, expected=8.000000 predicted=9.202045, expected=12.000000 predicted=10.567581, expected=16.000000 predicted=13.667117, expected=8.000000 predicted=12.405308, expected=32.000000 predicted=15.426990, expected=24.000000 predicted=17.336522, expected=8.000000 predicted=15.492032, expected=16.000000 predicted=18.136037, expected=12.000000 predicted=18.143424, expected=16.000000 predicted=17.012386, expected=32.000000 predicted=17.840373, expected=32.000000 predicted=19.298822, expected=16.000000 predicted=19.743881, expected=8.000000 predicted=19.662949, expected=16.000000 predicted=21.461192, expected=8.000000 predicted=18.836329, expected=12.000000 predicted=14.489750, expected=20.000000 predicted=13.749186, expected=16.000000 predicted=13.171819, expected=16.000000 predicted=14.186564, expected=12.000000 predicted=14.330415, expected=4.000000 predicted=13.322921, expected=8.000000 predicted=12.791007, expected=16.000000 predicted=12.453001, expected=12.000000 predicted=10.933672, expected=16.000000 predicted=10.896957, expected=8.000000 predicted=10.882184, expected=12.000000 predicted=11.945526, expected=16.000000 predicted=13.741701, expected=12.000000 predicted=12.426090, expected=12.000000 predicted=12.353101, expected=20.000000 predicted=13.748745, expected=36.000000 predicted=18.423195, expected=8.000000 predicted=16.513763, expected=4.000000 predicted=14.628775, expected=8.000000 predicted=16.520855, expected=28.000000 predicted=18.011296, expected=8.000000 predicted=14.076280, expected=4.000000 predicted=8.891487, expected=12.000000 predicted=12.427918, expected=4.000000 predicted=10.842090, expected=4.000000 predicted=9.046884, expected=8.000000 predicted=7.171237, expected=8.000000 predicted=6.638436, expected=4.000000 predicted=6.153761, expected=8.000000 predicted=6.133471, expected=4.000000 predicted=6.164443, expected=4.000000 predicted=5.692563, expected=4.000000 predicted=5.475353, expected=8.000000 predicted=5.370108, expected=8.000000 predicted=5.838128, expected=12.000000 predicted=6.498218, expected=4.000000 predicted=6.543574, expected=20.000000 predicted=9.513253, expected=12.000000 predicted=10.936047, expected=8.000000 predicted=9.746260, expected=4.000000 predicted=10.494170, expected=8.000000 predicted=9.817668, expected=12.000000 predicted=10.625207, expected=12.000000 predicted=8.904975, expected=8.000000 predicted=8.347332, expected=8.000000 predicted=8.840776, expected=4.000000 predicted=8.868286, expected=8.000000 predicted=8.648597, expected=12.000000 predicted=8.809313, expected=8.000000 predicted=7.588241, expected=4.000000 predicted=7.020892, expected=12.000000 predicted=8.519634, expected=4.000000 predicted=8.007103, expected=8.000000 predicted=7.496036, expected=16.000000 predicted=9.230805, expected=12.000000 predicted=9.001161, expected=16.000000 predicted=10.903089, expected=8.000000 predicted=10.938533, expected=8.000000 predicted=11.263611, expected=4.000000 predicted=10.972682, expected=4.000000 predicted=8.578551, expected=4.000000 predicted=7.300361, expected=4.000000 predicted=5.198088, expected=12.000000 predicted=6.032710, expected=12.000000 predicted=6.633582, expected=12.000000 predicted=7.606449, expected=4.000000 predicted=7.960803, expected=8.000000 predicted=8.908907, expected=8.000000 predicted=9.691146, expected=4.000000 predicted=7.517419, expected=8.000000 predicted=7.282453, expected=4.000000 predicted=6.155216, expected=28.000000 predicted=10.210678, expected=8.000000 predicted=9.791825, expected=4.000000 predicted=8.097767, expected=16.000000 predicted=12.908389, expected=12.000000 predicted=12.262859, expected=12.000000 predicted=12.185198, expected=4.000000 predicted=9.507620, expected=8.000000 predicted=9.666250, expected=24.000000 predicted=13.202420, expected=4.000000 predicted=9.859038, expected=4.000000 predicted=8.529510, expected=4.000000 predicted=9.446507, expected=8.000000 predicted=8.773078, expected=8.000000 predicted=7.955140, expected=8.000000 predicted=5.770872, expected=4.000000 predicted=5.983433, expected=4.000000 predicted=6.114811, expected=12.000000 predicted=7.635049, expected=4.000000 predicted=6.347581, expected=8.000000 predicted=6.232656, expected=8.000000 predicted=7.174820, expected=12.000000 predicted=7.924856, expected=8.000000 predicted=8.376430, expected=8.000000 predicted=7.939189, expected=12.000000 predicted=9.669418, expected=8.000000 predicted=9.257163, expected=12.000000 predicted=9.748464, expected=12.000000 predicted=10.244904, expected=12.000000 predicted=10.502487, expected=4.000000 predicted=9.808691, expected=12.000000 predicted=10.302412, expected=16.000000 predicted=11.720060, expected=12.000000 predicted=10.644596, expected=20.000000 predicted=12.559293, expected=8.000000 predicted=12.298147, expected=12.000000 predicted=13.137905, expected=4.000000 predicted=12.469965, expected=20.000000 predicted=12.742922, expected=12.000000 predicted=12.547386, expected=4.000000 predicted=9.080991, expected=8.000000 predicted=10.603417, expected=28.000000 predicted=13.653054, expected=24.000000 predicted=15.068743, expected=12.000000 predicted=13.242086, expected=24.000000 predicted=17.921237, expected=48.000000 predicted=25.813102, expected=4.000000 predicted=21.261822, expected=16.000000 predicted=21.368429, expected=16.000000 predicted=23.336443, expected=4.000000 predicted=17.238729, expected=4.000000 predicted=14.492826, expected=4.000000 predicted=8.764818, expected=4.000000 predicted=7.282915, expected=8.000000 predicted=6.204711, expected=4.000000 predicted=4.523166, expected=16.000000 predicted=6.858335, expected=16.000000 predicted=8.989044, expected=8.000000 predicted=8.832768, expected=4.000000 predicted=9.703138, expected=8.000000 predicted=10.102740, expected=8.000000 predicted=9.602396, expected=4.000000 predicted=7.188496, expected=8.000000 predicted=6.791917, expected=12.000000 predicted=7.679233, expected=4.000000 predicted=6.781124, expected=12.000000 predicted=8.165723, expected=8.000000 predicted=8.435141, expected=16.000000 predicted=9.757353, expected=4.000000 predicted=9.207468, expected=16.000000 predicted=10.226295, expected=8.000000 predicted=11.014404, expected=4.000000 predicted=8.612903, expected=4.000000 predicted=8.964544, expected=8.000000 predicted=7.527387, expected=4.000000 predicted=6.612561, expected=4.000000 predicted=5.032252, expected=12.000000 predicted=6.491545, expected=4.000000 predicted=5.712793, expected=4.000000 predicted=5.629238, expected=8.000000 predicted=6.692522, expected=4.000000 predicted=5.732943, expected=52.000000 predicted=14.651706, expected=12.000000 predicted=13.550649, expected=4.000000 predicted=12.858377, expected=28.000000 predicted=21.664795, expected=4.000000 predicted=17.203679, expected=8.000000 predicted=16.165572, expected=4.000000 predicted=10.972103, expected=8.000000 predicted=9.226017, expected=12.000000 predicted=9.726071, expected=4.000000 predicted=6.448484, expected=4.000000 predicted=6.666732, expected=8.000000 predicted=7.175699, expected=4.000000 predicted=6.296547, expected=4.000000 predicted=5.541632, expected=4.000000 predicted=4.866648, expected=12.000000 predicted=6.096753, expected=20.000000 predicted=8.583756, expected=12.000000 predicted=9.135492, expected=8.000000 predicted=10.369505, expected=4.000000 predicted=10.802395, expected=8.000000 predicted=10.720244, expected=8.000000 predicted=9.333535, expected=4.000000 predicted=6.757690, expected=12.000000 predicted=7.503277, expected=4.000000 predicted=6.679090, expected=4.000000 predicted=6.397227, expected=12.000000 predicted=7.732591, expected=8.000000 predicted=7.179617, expected=8.000000 predicted=7.545539, expected=4.000000 predicted=7.012574, expected=4.000000 predicted=6.836822, expected=12.000000 predicted=7.938014, expected=4.000000 predicted=6.226991, expected=4.000000 predicted=5.750369, expected=4.000000 predicted=5.763397, expected=4.000000 predicted=5.273759, expected=12.000000 predicted=6.368877, expected=12.000000 predicted=6.629927, expected=16.000000 predicted=8.746193, expected=12.000000 predicted=10.366095, expected=4.000000 predicted=10.223636, expected=4.000000 predicted=10.192858, expected=8.000000 predicted=9.400146, expected=8.000000 predicted=7.990420, expected=4.000000 predicted=6.107354, expected=12.000000 predicted=7.053693, expected=12.000000 predicted=8.207504, expected=4.000000 predicted=7.557670, expected=16.000000 predicted=9.834902, expected=4.000000 predicted=8.800753, expected=20.000000 predicted=11.202008, expected=4.000000 predicted=9.945784, expected=8.000000 predicted=9.340690, expected=12.000000 predicted=10.978660, expected=4.000000 predicted=8.499410, expected=4.000000 predicted=7.972806, expected=12.000000 predicted=7.900914, expected=4.000000 predicted=6.924787, expected=4.000000 predicted=6.208829, expected=12.000000 predicted=7.229696, expected=4.000000 predicted=6.463453, expected=4.000000 predicted=6.227693, expected=12.000000 predicted=7.219548, expected=8.000000 predicted=7.197287, expected=4.000000 predicted=6.831350, expected=8.000000 predicted=7.156969, expected=8.000000 predicted=7.487546, expected=4.000000 predicted=6.807885, expected=8.000000 predicted=6.736268, expected=12.000000 predicted=7.575055, expected=4.000000 predicted=6.931220, expected=16.000000 predicted=8.903571, expected=8.000000 predicted=8.887773, expected=16.000000 predicted=10.587828, expected=4.000000 predicted=10.026087, expected=4.000000 predicted=8.848070, expected=12.000000 predicted=10.136246, expected=4.000000 predicted=7.586086, expected=8.000000 predicted=7.440296, expected=12.000000 predicted=7.788161, expected=16.000000 predicted=9.366500, expected=16.000000 predicted=11.143633, expected=4.000000 predicted=10.214684, expected=8.000000 predicted=11.173994, expected=12.000000 predicted=11.582660, expected=4.000000 predicted=9.176927, expected=16.000000 predicted=9.801230, expected=12.000000 predicted=9.631167, expected=4.000000 predicted=8.997214, expected=12.000000 predicted=10.357701, expected=8.000000 predicted=9.614242, expected=12.000000 predicted=10.122122, expected=4.000000 predicted=8.503178, expected=8.000000 predicted=8.279992, expected=4.000000 predicted=7.888259, expected=4.000000 predicted=6.435710, expected=4.000000 predicted=5.749406, expected=4.000000 predicted=4.623634, expected=4.000000 predicted=4.417295, expected=8.000000 predicted=4.698413, expected=4.000000 predicted=4.557231, expected=8.000000 predicted=5.386623, expected=4.000000 Test MSE: 51.210
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326])] predicted=47.716553, expected=28.000000 predicted=35.511499, expected=24.000000 predicted=41.174498, expected=32.000000 predicted=34.875624, expected=56.000000 predicted=50.841188, expected=32.000000 predicted=42.531042, expected=48.000000 predicted=42.572634, expected=44.000000 predicted=37.015420, expected=48.000000 predicted=39.132449, expected=28.000000 predicted=41.151806, expected=12.000000 predicted=23.889078, expected=16.000000 predicted=30.991874, expected=80.000000 predicted=57.140722, expected=60.000000 predicted=44.156793, expected=16.000000 predicted=26.417951, expected=28.000000 predicted=35.224789, expected=32.000000 predicted=23.049435, expected=20.000000 predicted=37.744493, expected=28.000000 predicted=41.600571, expected=56.000000 predicted=37.083243, expected=52.000000 predicted=36.647616, expected=16.000000 predicted=25.902496, expected=20.000000 predicted=28.543831, expected=40.000000 predicted=33.315531, expected=32.000000 predicted=34.139411, expected=36.000000 predicted=42.050246, expected=44.000000 predicted=33.851237, expected=52.000000 predicted=36.550879, expected=44.000000 predicted=41.642842, expected=40.000000 predicted=39.036418, expected=4.000000 predicted=21.291398, expected=4.000000 predicted=24.344842, expected=24.000000 predicted=32.757177, expected=28.000000 predicted=25.969658, expected=40.000000 predicted=36.663118, expected=24.000000 predicted=17.505745, expected=4.000000 predicted=8.629716, expected=20.000000 predicted=24.698898, expected=16.000000 predicted=16.842027, expected=32.000000 predicted=30.911510, expected=44.000000 predicted=33.568712, expected=44.000000 predicted=25.623515, expected=40.000000 predicted=33.692572, expected=16.000000 predicted=20.161640, expected=24.000000 predicted=30.226215, expected=20.000000 predicted=28.050670, expected=56.000000 predicted=45.305598, expected=16.000000 predicted=23.288126, expected=24.000000 predicted=25.175740, expected=36.000000 predicted=33.381340, expected=44.000000 predicted=27.607571, expected=8.000000 predicted=28.151599, expected=8.000000 predicted=17.920188, expected=44.000000 predicted=34.426294, expected=56.000000 predicted=36.897180, expected=68.000000 predicted=53.699284, expected=20.000000 predicted=21.253203, expected=8.000000 predicted=18.444784, expected=16.000000 predicted=30.465579, expected=24.000000 predicted=29.113511, expected=56.000000 predicted=53.465080, expected=64.000000 predicted=40.981551, expected=96.000000 predicted=57.600147, expected=24.000000 predicted=25.543365, expected=44.000000 predicted=46.563133, expected=36.000000 predicted=46.449387, expected=56.000000 predicted=50.297634, expected=16.000000 predicted=48.323147, expected=44.000000 predicted=38.722594, expected=32.000000 predicted=35.996060, expected=32.000000 predicted=30.292029, expected=24.000000 predicted=39.508740, expected=32.000000 predicted=25.134022, expected=36.000000 predicted=37.018550, expected=24.000000 predicted=26.094134, expected=12.000000 predicted=23.096094, expected=28.000000 predicted=27.404275, expected=24.000000 predicted=23.498191, expected=16.000000 predicted=22.763526, expected=28.000000 predicted=27.885864, expected=36.000000 predicted=23.634924, expected=32.000000 predicted=27.847419, expected=20.000000 predicted=23.942608, expected=20.000000 predicted=21.245856, expected=12.000000 predicted=18.564096, expected=52.000000 predicted=41.495799, expected=12.000000 predicted=16.619403, expected=36.000000 predicted=31.673690, expected=20.000000 predicted=22.654449, expected=36.000000 predicted=22.965522, expected=16.000000 predicted=31.291513, expected=4.000000 predicted=9.336605, expected=40.000000 predicted=38.555184, expected=48.000000 predicted=28.484090, expected=48.000000 predicted=38.978446, expected=24.000000 predicted=26.441243, expected=24.000000 predicted=21.416775, expected=24.000000 predicted=30.642730, expected=16.000000 predicted=26.088718, expected=56.000000 predicted=49.505320, expected=8.000000 predicted=12.165214, expected=32.000000 predicted=32.016030, expected=20.000000 predicted=24.072800, expected=12.000000 predicted=10.685560, expected=20.000000 predicted=36.097091, expected=32.000000 predicted=19.182821, expected=32.000000 predicted=28.290319, expected=20.000000 predicted=21.185217, expected=4.000000 predicted=11.732363, expected=20.000000 predicted=21.220868, expected=20.000000 predicted=20.727360, expected=40.000000 predicted=32.066101, expected=20.000000 predicted=19.750145, expected=56.000000 predicted=34.963228, expected=8.000000 predicted=13.974054, expected=44.000000 predicted=35.672649, expected=24.000000 predicted=31.018403, expected=32.000000 predicted=23.730931, expected=20.000000 predicted=37.147203, expected=40.000000 predicted=25.406548, expected=32.000000 predicted=34.687428, expected=24.000000 predicted=23.972969, expected=16.000000 predicted=26.162571, expected=20.000000 predicted=20.254225, expected=28.000000 predicted=29.989591, expected=8.000000 predicted=16.436230, expected=44.000000 predicted=35.540231, expected=24.000000 predicted=18.243995, expected=8.000000 predicted=14.011586, expected=12.000000 predicted=24.211019, expected=20.000000 predicted=12.446998, expected=16.000000 predicted=23.240998, expected=20.000000 predicted=21.279724, expected=40.000000 predicted=25.629168, expected=20.000000 predicted=14.875677, expected=20.000000 predicted=22.659098, expected=20.000000 predicted=20.964134, expected=32.000000 predicted=23.926119, expected=12.000000 predicted=22.135895, expected=16.000000 predicted=19.659169, expected=28.000000 predicted=24.573517, expected=32.000000 predicted=22.495300, expected=8.000000 predicted=18.384896, expected=20.000000 predicted=20.515538, expected=16.000000 predicted=15.449339, expected=20.000000 predicted=19.992779, expected=24.000000 predicted=26.633570, expected=40.000000 predicted=24.621753, expected=36.000000 predicted=27.487441, expected=12.000000 predicted=16.317010, expected=8.000000 predicted=18.577760, expected=24.000000 predicted=23.235496, expected=16.000000 predicted=20.463217, expected=20.000000 predicted=25.313577, expected=16.000000 predicted=15.754494, expected=44.000000 predicted=26.795409, expected=24.000000 predicted=21.499821, expected=8.000000 predicted=14.406784, expected=40.000000 predicted=34.904246, expected=20.000000 predicted=13.674909, expected=12.000000 predicted=24.979463, expected=60.000000 predicted=45.953678, expected=64.000000 predicted=32.323144, expected=28.000000 predicted=32.645781, expected=36.000000 predicted=39.670846, expected=16.000000 predicted=17.258678, expected=28.000000 predicted=37.962238, expected=28.000000 predicted=40.409441, expected=28.000000 predicted=25.221896, expected=16.000000 predicted=25.545808, expected=20.000000 predicted=19.875339, expected=16.000000 predicted=20.375638, expected=24.000000 predicted=23.559461, expected=4.000000 predicted=13.960813, expected=24.000000 predicted=21.145420, expected=28.000000 predicted=22.239232, expected=16.000000 predicted=13.529880, expected=28.000000 predicted=28.535034, expected=36.000000 predicted=21.653862, expected=12.000000 predicted=15.813855, expected=24.000000 predicted=28.761472, expected=48.000000 predicted=32.661962, expected=36.000000 predicted=26.981337, expected=4.000000 predicted=21.446662, expected=20.000000 predicted=23.434161, expected=16.000000 predicted=16.575343, expected=32.000000 predicted=32.586639, expected=20.000000 predicted=25.702023, expected=20.000000 predicted=14.798481, expected=28.000000 predicted=25.781583, expected=32.000000 predicted=22.702728, expected=28.000000 predicted=28.475472, expected=8.000000 predicted=15.761222, expected=12.000000 predicted=18.332601, expected=4.000000 predicted=13.293959, expected=32.000000 predicted=27.644082, expected=40.000000 predicted=29.854971, expected=32.000000 predicted=20.204619, expected=12.000000 predicted=17.717874, expected=8.000000 predicted=11.464698, expected=32.000000 predicted=29.726206, expected=8.000000 predicted=16.261980, expected=32.000000 predicted=31.554776, expected=40.000000 predicted=27.336911, expected=36.000000 predicted=20.994603, expected=24.000000 predicted=30.601086, expected=36.000000 predicted=27.054331, expected=16.000000 predicted=22.009835, expected=28.000000 predicted=32.591930, expected=28.000000 predicted=30.483017, expected=48.000000 predicted=33.966445, expected=28.000000 predicted=30.483423, expected=28.000000 predicted=25.934983, expected=12.000000 predicted=22.336310, expected=20.000000 predicted=22.721118, expected=4.000000 predicted=21.111632, expected=36.000000 predicted=29.846255, expected=20.000000 predicted=20.216666, expected=32.000000 predicted=22.661421, expected=20.000000 predicted=22.679919, expected=28.000000 predicted=17.941213, expected=16.000000 predicted=24.737572, expected=32.000000 predicted=25.955547, expected=8.000000 predicted=17.848820, expected=20.000000 predicted=20.637038, expected=24.000000 predicted=25.124877, expected=40.000000 predicted=25.284742, expected=16.000000 predicted=22.490894, expected=56.000000 predicted=37.004482, expected=60.000000 predicted=39.867738, expected=60.000000 predicted=41.483851, expected=44.000000 predicted=47.768736, expected=36.000000 predicted=32.596060, expected=16.000000 predicted=35.129739, expected=40.000000 predicted=46.687788, expected=52.000000 predicted=49.096906, expected=20.000000 predicted=27.193991, expected=24.000000 predicted=35.094534, expected=36.000000 predicted=28.818812, expected=16.000000 predicted=21.578052, expected=72.000000 predicted=60.889358, expected=64.000000 predicted=40.375652, expected=68.000000 predicted=47.847925, expected=36.000000 predicted=44.549785, expected=12.000000 predicted=20.964796, expected=40.000000 predicted=54.424132, expected=44.000000 predicted=43.759765, expected=56.000000 predicted=54.332518, expected=24.000000 predicted=32.226327, expected=8.000000 predicted=16.726043, expected=40.000000 predicted=41.399533, expected=12.000000 predicted=18.965048, expected=52.000000 predicted=50.183086, expected=28.000000 predicted=26.226487, expected=68.000000 predicted=40.367510, expected=48.000000 predicted=44.883643, expected=32.000000 predicted=25.801425, expected=32.000000 predicted=46.623508, expected=32.000000 predicted=29.301180, expected=20.000000 predicted=37.366790, expected=72.000000 predicted=58.529340, expected=88.000000 predicted=56.298800, expected=52.000000 predicted=42.202359, expected=44.000000 predicted=50.759005, expected=36.000000 predicted=35.632798, expected=12.000000 predicted=35.420434, expected=84.000000 predicted=80.306800, expected=52.000000 predicted=43.167820, expected=32.000000 predicted=38.645551, expected=20.000000 predicted=38.828681, expected=60.000000 predicted=37.423061, expected=52.000000 predicted=56.026109, expected=28.000000 predicted=37.827162, expected=8.000000 predicted=27.444105, expected=24.000000 predicted=24.504249, expected=72.000000 predicted=57.221485, expected=24.000000 predicted=28.498104, expected=28.000000 predicted=34.844554, expected=68.000000 predicted=46.742781, expected=12.000000 predicted=11.469147, expected=52.000000 predicted=62.386719, expected=40.000000 predicted=34.508842, expected=52.000000 predicted=36.599097, expected=56.000000 predicted=61.344623, expected=40.000000 predicted=29.265426, expected=36.000000 predicted=45.877532, expected=44.000000 predicted=43.223119, expected=40.000000 predicted=42.004764, expected=28.000000 predicted=39.450274, expected=84.000000 predicted=63.399154, expected=20.000000 predicted=23.958760, expected=48.000000 predicted=50.325955, expected=60.000000 predicted=53.868537, expected=28.000000 predicted=22.978171, expected=80.000000 predicted=81.593801, expected=100.000000 predicted=60.884679, expected=36.000000 predicted=39.600696, expected=44.000000 predicted=63.746508, expected=28.000000 predicted=33.734412, expected=32.000000 predicted=46.167671, expected=44.000000 predicted=63.136473, expected=28.000000 predicted=29.051714, expected=48.000000 predicted=46.145466, expected=56.000000 predicted=42.511190, expected=24.000000 predicted=27.152507, expected=52.000000 predicted=52.141212, expected=32.000000 predicted=30.200394, expected=112.000000 predicted=77.003352, expected=48.000000 predicted=47.820218, expected=68.000000 predicted=54.885871, expected=68.000000 predicted=68.243848, expected=16.000000 predicted=23.106136, expected=4.000000 predicted=55.895019, expected=20.000000 predicted=32.841735, expected=24.000000 predicted=32.605753, expected=36.000000 predicted=42.792041, expected=48.000000 predicted=33.139176, expected=60.000000 predicted=35.204581, expected=24.000000 predicted=25.367078, expected=12.000000 predicted=24.841567, expected=20.000000 predicted=29.621991, expected=16.000000 predicted=24.198217, expected=64.000000 predicted=54.764771, expected=80.000000 predicted=48.975092, expected=80.000000 predicted=49.191730, expected=52.000000 predicted=46.934203, expected=20.000000 predicted=29.342286, expected=48.000000 predicted=57.277446, expected=4.000000 predicted=31.734523, expected=36.000000 predicted=51.282592, expected=116.000000 predicted=79.937215, expected=64.000000 predicted=34.946299, expected=48.000000 predicted=57.770977, expected=16.000000 predicted=27.837141, expected=36.000000 predicted=36.159356, expected=12.000000 predicted=49.535032, expected=60.000000 predicted=55.380501, expected=60.000000 predicted=49.223812, expected=52.000000 predicted=35.310605, expected=44.000000 predicted=47.046795, expected=56.000000 predicted=40.129540, expected=60.000000 predicted=56.811286, expected=132.000000 predicted=93.638172, expected=80.000000 predicted=64.182266, expected=72.000000 predicted=68.758886, expected=84.000000 predicted=81.870705, expected=28.000000 predicted=41.755276, expected=28.000000 predicted=74.622586, expected=24.000000 predicted=48.456976, expected=44.000000 predicted=47.625639, expected=28.000000 predicted=46.581359, expected=84.000000 predicted=57.211267, expected=68.000000 predicted=47.588571, expected=40.000000 predicted=36.649582, expected=40.000000 predicted=51.432565, expected=40.000000 predicted=35.798158, expected=20.000000 predicted=43.552866, expected=32.000000 predicted=46.712754, expected=60.000000 predicted=47.453554, expected=28.000000 predicted=29.226998, expected=52.000000 predicted=49.324235, expected=24.000000 predicted=25.624465, expected=32.000000 predicted=32.094823, expected=20.000000 predicted=37.675544, expected=48.000000 predicted=36.234017, expected=28.000000 predicted=35.297584, expected=68.000000 predicted=47.425000, expected=12.000000 predicted=22.782413, expected=64.000000 predicted=46.876229, expected=36.000000 predicted=40.776330, expected=24.000000 predicted=24.889469, expected=80.000000 predicted=74.929033, expected=76.000000 predicted=41.502908, expected=32.000000 predicted=46.443120, expected=44.000000 predicted=51.637922, expected=24.000000 predicted=26.555421, expected=36.000000 predicted=49.716100, expected=16.000000 predicted=40.034460, expected=76.000000 predicted=52.673171, expected=40.000000 predicted=37.396601, expected=60.000000 predicted=45.573406, expected=24.000000 predicted=36.194580, expected=72.000000 predicted=47.150392, expected=48.000000 predicted=56.239364, expected=60.000000 predicted=49.679357, expected=52.000000 predicted=58.676482, expected=76.000000 predicted=52.364686, expected=48.000000 predicted=57.591164, expected=40.000000 predicted=46.959739, expected=40.000000 predicted=51.897049, expected=32.000000 predicted=38.466824, expected=8.000000 predicted=36.693580, expected=52.000000 predicted=48.696554, expected=36.000000 predicted=32.252748, expected=36.000000 predicted=35.771393, expected=28.000000 predicted=34.637602, expected=16.000000 predicted=14.767203, expected=32.000000 predicted=39.263320, expected=24.000000 predicted=26.381656, expected=52.000000 predicted=41.471867, expected=48.000000 predicted=37.664595, expected=56.000000 predicted=38.628958, expected=12.000000 predicted=26.331391, expected=8.000000 predicted=21.301292, expected=36.000000 predicted=41.272930, expected=12.000000 predicted=20.042725, expected=48.000000 predicted=47.820287, expected=60.000000 predicted=37.514501, expected=44.000000 predicted=27.013012, expected=16.000000 predicted=32.030504, expected=8.000000 predicted=17.194929, expected=32.000000 predicted=35.854319, expected=24.000000 Test MSE: 406.853
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922])] predicted=7.959842, expected=12.000000 predicted=9.932723, expected=12.000000 predicted=8.492192, expected=4.000000 predicted=7.756432, expected=4.000000 predicted=7.556104, expected=4.000000 predicted=6.913088, expected=4.000000 predicted=7.216787, expected=4.000000 predicted=5.706568, expected=4.000000 predicted=3.994948, expected=4.000000 predicted=3.994959, expected=4.000000 predicted=3.994970, expected=4.000000 predicted=3.994981, expected=4.000000 predicted=3.994992, expected=4.000000 predicted=3.995003, expected=4.000000 predicted=3.995014, expected=8.000000 predicted=4.664976, expected=8.000000 predicted=5.112547, expected=4.000000 predicted=5.067944, expected=4.000000 predicted=5.330118, expected=8.000000 predicted=6.108940, expected=8.000000 predicted=6.684115, expected=12.000000 predicted=7.267005, expected=8.000000 predicted=6.876967, expected=4.000000 predicted=7.117442, expected=4.000000 predicted=7.610015, expected=8.000000 predicted=7.725580, expected=8.000000 predicted=7.573444, expected=4.000000 predicted=5.895003, expected=16.000000 predicted=7.341749, expected=4.000000 predicted=6.755174, expected=4.000000 predicted=7.526090, expected=8.000000 predicted=7.600428, expected=20.000000 predicted=9.178621, expected=4.000000 predicted=8.972243, expected=4.000000 predicted=7.315504, expected=4.000000 predicted=7.842741, expected=4.000000 predicted=7.722211, expected=4.000000 predicted=7.575710, expected=4.000000 predicted=3.995188, expected=4.000000 predicted=3.995198, expected=4.000000 predicted=3.995208, expected=4.000000 predicted=3.995218, expected=4.000000 predicted=3.995227, expected=-4.000000 predicted=2.646530, expected=4.000000 predicted=3.182739, expected=4.000000 predicted=2.732819, expected=8.000000 predicted=3.117007, expected=4.000000 predicted=3.021110, expected=4.000000 predicted=2.860333, expected=12.000000 predicted=6.129992, expected=4.000000 predicted=5.523386, expected=8.000000 predicted=6.769654, expected=8.000000 predicted=6.622392, expected=4.000000 predicted=6.460200, expected=4.000000 predicted=7.083308, expected=4.000000 predicted=5.452097, expected=4.000000 predicted=5.523658, expected=4.000000 predicted=4.826462, expected=4.000000 predicted=3.995460, expected=4.000000 predicted=3.995469, expected=4.000000 predicted=3.995478, expected=8.000000 predicted=4.675875, expected=4.000000 predicted=4.421913, expected=4.000000 predicted=4.637618, expected=4.000000 predicted=4.755008, expected=12.000000 predicted=6.038953, expected=4.000000 predicted=5.678304, expected=8.000000 predicted=5.934991, expected=4.000000 predicted=5.983885, expected=8.000000 predicted=6.654505, expected=20.000000 predicted=9.485703, expected=4.000000 predicted=7.087982, expected=12.000000 predicted=9.415111, expected=4.000000 predicted=8.735123, expected=4.000000 predicted=9.125221, expected=4.000000 predicted=8.719349, expected=4.000000 predicted=5.477163, expected=4.000000 predicted=5.551878, expected=4.000000 predicted=3.995707, expected=12.000000 predicted=5.312392, expected=12.000000 predicted=6.328625, expected=8.000000 predicted=6.924394, expected=8.000000 predicted=7.894462, expected=4.000000 predicted=8.017916, expected=12.000000 predicted=9.717073, expected=8.000000 predicted=8.651820, expected=8.000000 predicted=7.926307, expected=8.000000 predicted=8.007978, expected=4.000000 predicted=7.339253, expected=4.000000 predicted=7.611001, expected=8.000000 predicted=6.901741, expected=4.000000 predicted=5.995772, expected=8.000000 predicted=6.069052, expected=4.000000 predicted=5.212191, expected=4.000000 predicted=5.370679, expected=12.000000 predicted=6.805846, expected=4.000000 predicted=5.752950, expected=4.000000 predicted=6.043923, expected=4.000000 predicted=5.415103, expected=8.000000 predicted=6.177152, expected=8.000000 predicted=6.661403, expected=8.000000 predicted=5.789771, expected=8.000000 predicted=6.509337, expected=4.000000 predicted=6.596068, expected=8.000000 predicted=7.528613, expected=4.000000 predicted=6.724247, expected=4.000000 predicted=6.145940, expected=20.000000 predicted=8.076784, expected=8.000000 predicted=7.360064, expected=8.000000 predicted=8.506313, expected=8.000000 predicted=8.559708, expected=4.000000 predicted=8.957660, expected=12.000000 predicted=10.489981, expected=4.000000 predicted=7.231172, expected=4.000000 predicted=6.865329, expected=4.000000 predicted=6.075749, expected=4.000000 predicted=5.621789, expected=4.000000 predicted=5.457037, expected=4.000000 predicted=3.996083, expected=4.000000 predicted=3.996090, expected=4.000000 predicted=3.996097, expected=8.000000 predicted=4.653465, expected=4.000000 predicted=4.503905, expected=12.000000 predicted=5.958284, expected=8.000000 predicted=6.358163, expected=20.000000 predicted=9.289691, expected=4.000000 predicted=8.963810, expected=4.000000 predicted=8.818878, expected=24.000000 predicted=11.996917, expected=4.000000 predicted=10.701680, expected=4.000000 predicted=10.628459, expected=16.000000 predicted=8.977983, expected=4.000000 predicted=9.507784, expected=12.000000 predicted=11.186858, expected=8.000000 predicted=7.403126, expected=4.000000 predicted=8.648540, expected=4.000000 predicted=8.190216, expected=8.000000 predicted=6.836409, expected=4.000000 predicted=6.764152, expected=4.000000 predicted=5.522065, expected=8.000000 predicted=5.177751, expected=4.000000 predicted=5.310033, expected=4.000000 predicted=5.530857, expected=28.000000 predicted=7.920020, expected=4.000000 predicted=7.727486, expected=12.000000 predicted=10.787891, expected=4.000000 predicted=8.760082, expected=16.000000 predicted=11.824391, expected=4.000000 predicted=11.760309, expected=8.000000 predicted=8.320990, expected=4.000000 predicted=8.191988, expected=8.000000 predicted=7.495063, expected=4.000000 predicted=7.557578, expected=12.000000 predicted=6.426077, expected=4.000000 predicted=6.657246, expected=4.000000 predicted=6.239126, expected=4.000000 predicted=6.201415, expected=4.000000 predicted=5.467546, expected=8.000000 predicted=6.016381, expected=12.000000 predicted=5.525628, expected=4.000000 predicted=5.889255, expected=4.000000 predicted=6.184895, expected=4.000000 predicted=6.145189, expected=4.000000 predicted=6.276131, expected=4.000000 predicted=5.585534, expected=8.000000 predicted=4.474727, expected=4.000000 predicted=4.570590, expected=4.000000 predicted=4.735128, expected=4.000000 predicted=4.694534, expected=4.000000 predicted=4.731479, expected=4.000000 predicted=4.798968, expected=8.000000 predicted=4.473735, expected=4.000000 predicted=4.569490, expected=8.000000 predicted=5.208494, expected=12.000000 predicted=6.230489, expected=12.000000 predicted=7.607292, expected=8.000000 predicted=8.616483, expected=16.000000 predicted=9.661910, expected=4.000000 predicted=10.125504, expected=8.000000 predicted=10.438747, expected=8.000000 predicted=9.461533, expected=8.000000 predicted=8.753411, expected=8.000000 predicted=8.923413, expected=8.000000 predicted=7.218909, expected=4.000000 predicted=7.530280, expected=8.000000 predicted=7.424498, expected=8.000000 predicted=7.278391, expected=4.000000 predicted=6.848448, expected=4.000000 predicted=6.231357, expected=4.000000 predicted=5.386942, expected=4.000000 predicted=5.503592, expected=4.000000 predicted=4.797283, expected=8.000000 predicted=4.491061, expected=4.000000 predicted=4.592040, expected=8.000000 predicted=5.232550, expected=4.000000 predicted=5.279886, expected=4.000000 predicted=5.441326, expected=12.000000 predicted=6.453655, expected=4.000000 predicted=5.905183, expected=8.000000 predicted=6.778401, expected=12.000000 predicted=6.901895, expected=8.000000 predicted=7.853562, expected=8.000000 predicted=8.873099, expected=8.000000 predicted=7.892203, expected=8.000000 predicted=8.728265, expected=4.000000 predicted=8.330999, expected=4.000000 predicted=6.923454, expected=4.000000 predicted=6.157262, expected=8.000000 predicted=5.987662, expected=4.000000 predicted=5.390967, expected=8.000000 predicted=5.248973, expected=12.000000 predicted=6.272507, expected=4.000000 predicted=6.665690, expected=4.000000 predicted=6.993662, expected=4.000000 predicted=6.032188, expected=24.000000 predicted=8.636362, expected=20.000000 predicted=10.559849, expected=20.000000 predicted=12.260540, expected=12.000000 predicted=13.670367, expected=12.000000 predicted=15.269330, expected=8.000000 predicted=16.527570, expected=8.000000 predicted=13.694112, expected=4.000000 predicted=10.927246, expected=8.000000 predicted=8.755498, expected=4.000000 predicted=7.408294, expected=4.000000 predicted=6.071129, expected=4.000000 predicted=5.363244, expected=8.000000 predicted=5.284520, expected=4.000000 predicted=5.398890, expected=8.000000 predicted=5.354901, expected=4.000000 predicted=5.293188, expected=4.000000 Test MSE: 20.560
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826])] predicted=8.698824, expected=16.000000 predicted=11.206416, expected=20.000000 predicted=12.165759, expected=4.000000 predicted=9.546471, expected=4.000000 predicted=8.322129, expected=4.000000 predicted=9.008989, expected=4.000000 predicted=8.729191, expected=8.000000 predicted=7.224582, expected=4.000000 predicted=4.880122, expected=20.000000 predicted=8.533056, expected=8.000000 predicted=9.019013, expected=8.000000 predicted=8.260752, expected=8.000000 predicted=8.407120, expected=8.000000 predicted=9.799282, expected=4.000000 predicted=8.621976, expected=20.000000 predicted=10.195064, expected=8.000000 predicted=10.330935, expected=8.000000 predicted=8.816210, expected=12.000000 predicted=9.426740, expected=12.000000 predicted=11.621399, expected=12.000000 predicted=12.045191, expected=12.000000 predicted=10.720650, expected=24.000000 predicted=14.554911, expected=4.000000 predicted=12.742344, expected=4.000000 predicted=9.469046, expected=4.000000 predicted=8.607363, expected=8.000000 predicted=9.910961, expected=16.000000 predicted=10.829650, expected=4.000000 predicted=7.046617, expected=12.000000 predicted=7.601596, expected=24.000000 predicted=12.826809, expected=12.000000 predicted=14.117356, expected=4.000000 predicted=10.311101, expected=8.000000 predicted=9.416790, expected=72.000000 predicted=28.014634, expected=8.000000 predicted=23.490684, expected=4.000000 predicted=15.536540, expected=4.000000 predicted=16.723898, expected=4.000000 predicted=19.004821, expected=8.000000 predicted=14.971836, expected=4.000000 predicted=5.189684, expected=8.000000 predicted=5.469946, expected=4.000000 predicted=5.340445, expected=4.000000 predicted=5.231481, expected=8.000000 predicted=6.026466, expected=8.000000 predicted=6.461873, expected=4.000000 predicted=5.690340, expected=12.000000 predicted=7.048668, expected=24.000000 predicted=11.771351, expected=20.000000 predicted=13.900938, expected=4.000000 predicted=11.056203, expected=8.000000 predicted=11.528213, expected=8.000000 predicted=12.779145, expected=4.000000 predicted=10.414944, expected=4.000000 predicted=6.883906, expected=12.000000 predicted=7.345678, expected=4.000000 predicted=6.621557, expected=8.000000 predicted=6.467160, expected=8.000000 predicted=6.945882, expected=4.000000 predicted=6.657666, expected=8.000000 predicted=7.027396, expected=4.000000 predicted=6.043352, expected=8.000000 predicted=6.680580, expected=4.000000 predicted=5.783133, expected=4.000000 predicted=5.215264, expected=4.000000 predicted=5.049125, expected=8.000000 predicted=5.718490, expected=12.000000 predicted=7.200923, expected=36.000000 predicted=14.230587, expected=12.000000 predicted=13.514870, expected=8.000000 predicted=12.324118, expected=12.000000 predicted=14.452513, expected=8.000000 predicted=14.838563, expected=8.000000 predicted=12.574196, expected=4.000000 predicted=8.014086, expected=16.000000 predicted=10.063842, expected=4.000000 predicted=8.408578, expected=4.000000 predicted=6.667995, expected=8.000000 predicted=7.266080, expected=8.000000 predicted=7.854946, expected=16.000000 predicted=9.686379, expected=4.000000 predicted=7.289325, expected=8.000000 predicted=7.847472, expected=16.000000 predicted=10.751404, expected=8.000000 predicted=10.312840, expected=16.000000 predicted=11.255387, expected=4.000000 predicted=9.218171, expected=4.000000 predicted=8.741906, expected=8.000000 predicted=8.816559, expected=4.000000 predicted=7.357241, expected=8.000000 predicted=6.831904, expected=8.000000 predicted=6.333602, expected=4.000000 predicted=5.975557, expected=8.000000 predicted=6.544979, expected=4.000000 predicted=6.041025, expected=8.000000 predicted=6.698441, expected=8.000000 predicted=6.764656, expected=16.000000 predicted=9.049868, expected=8.000000 predicted=8.763195, expected=24.000000 predicted=12.681564, expected=8.000000 predicted=12.213996, expected=16.000000 predicted=13.490233, expected=4.000000 predicted=11.815412, expected=12.000000 predicted=12.090060, expected=4.000000 predicted=10.311029, expected=12.000000 predicted=9.520590, expected=12.000000 predicted=10.119835, expected=8.000000 predicted=8.937507, expected=4.000000 predicted=7.842520, expected=4.000000 predicted=7.078654, expected=8.000000 predicted=7.916099, expected=12.000000 predicted=8.401247, expected=4.000000 predicted=6.476772, expected=4.000000 predicted=5.551587, expected=16.000000 predicted=8.916612, expected=4.000000 predicted=8.179777, expected=12.000000 predicted=8.353045, expected=28.000000 predicted=13.297361, expected=16.000000 predicted=14.697209, expected=4.000000 predicted=11.911712, expected=4.000000 predicted=10.494339, expected=8.000000 predicted=11.931119, expected=4.000000 predicted=9.621447, expected=12.000000 predicted=7.973406, expected=12.000000 predicted=8.121592, expected=8.000000 predicted=8.186684, expected=4.000000 predicted=7.403338, expected=20.000000 predicted=11.105070, expected=84.000000 predicted=32.019467, expected=12.000000 predicted=23.566262, expected=4.000000 predicted=19.293834, expected=4.000000 predicted=22.128395, expected=12.000000 predicted=25.038401, expected=8.000000 predicted=18.258630, expected=12.000000 predicted=8.734848, expected=12.000000 predicted=9.239604, expected=8.000000 predicted=9.300677, expected=8.000000 predicted=9.664100, expected=4.000000 predicted=8.262694, expected=8.000000 predicted=8.548100, expected=12.000000 predicted=9.103497, expected=8.000000 predicted=7.963759, expected=4.000000 predicted=6.746608, expected=4.000000 predicted=6.490136, expected=12.000000 predicted=8.667639, expected=4.000000 predicted=6.869996, expected=12.000000 predicted=7.622944, expected=8.000000 predicted=7.660819, expected=4.000000 predicted=6.928725, expected=4.000000 predicted=6.807865, expected=4.000000 predicted=5.999719, expected=8.000000 predicted=6.727489, expected=4.000000 predicted=5.100812, expected=16.000000 predicted=7.724059, expected=4.000000 predicted=6.537948, expected=12.000000 predicted=8.261005, expected=16.000000 predicted=10.974944, expected=8.000000 predicted=9.946269, expected=4.000000 predicted=8.908588, expected=12.000000 predicted=9.977751, expected=4.000000 predicted=8.890742, expected=12.000000 predicted=9.288723, expected=4.000000 predicted=7.084409, expected=4.000000 predicted=6.309702, expected=8.000000 predicted=7.386365, expected=4.000000 predicted=5.959169, expected=12.000000 predicted=7.608670, expected=12.000000 predicted=8.053919, expected=12.000000 predicted=9.055956, expected=12.000000 predicted=10.201913, expected=12.000000 predicted=11.052415, expected=4.000000 predicted=9.885370, expected=4.000000 predicted=8.618122, expected=8.000000 predicted=8.712142, expected=24.000000 predicted=12.350935, expected=12.000000 predicted=10.745342, expected=12.000000 predicted=10.480500, expected=8.000000 predicted=11.274593, expected=8.000000 predicted=11.846523, expected=4.000000 predicted=10.288812, expected=4.000000 predicted=7.460236, expected=8.000000 predicted=7.402865, expected=8.000000 predicted=6.870689, expected=4.000000 predicted=5.602659, expected=4.000000 predicted=5.136512, expected=4.000000 predicted=5.317059, expected=8.000000 predicted=6.242358, expected=4.000000 predicted=5.118970, expected=8.000000 predicted=5.559546, expected=4.000000 predicted=5.283864, expected=12.000000 predicted=7.302142, expected=4.000000 predicted=6.422703, expected=20.000000 predicted=9.906646, expected=8.000000 predicted=9.478420, expected=12.000000 predicted=9.982917, expected=32.000000 predicted=16.909389, expected=4.000000 predicted=12.880298, expected=4.000000 predicted=11.537676, expected=20.000000 predicted=14.578094, expected=16.000000 predicted=15.289258, expected=8.000000 predicted=12.597787, expected=8.000000 predicted=9.907014, expected=8.000000 predicted=10.799810, expected=16.000000 predicted=12.953144, expected=4.000000 predicted=9.163975, expected=8.000000 predicted=8.468025, expected=4.000000 predicted=7.763273, expected=12.000000 predicted=9.100924, expected=24.000000 predicted=12.643605, expected=4.000000 predicted=8.769711, expected=8.000000 predicted=9.530162, expected=4.000000 predicted=9.294240, expected=8.000000 predicted=9.957037, expected=4.000000 predicted=7.705630, expected=12.000000 predicted=7.289039, expected=4.000000 predicted=6.383378, expected=8.000000 predicted=6.757219, expected=4.000000 predicted=6.444385, expected=8.000000 predicted=6.897856, expected=12.000000 predicted=8.360857, expected=4.000000 predicted=6.419140, expected=8.000000 predicted=7.247281, expected=4.000000 predicted=6.621403, expected=12.000000 predicted=8.442644, expected=4.000000 predicted=6.886345, expected=4.000000 predicted=5.710823, expected=8.000000 predicted=6.868464, expected=8.000000 predicted=7.003287, expected=4.000000 predicted=6.111976, expected=16.000000 predicted=8.306556, expected=4.000000 Test MSE: 89.156
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617])] predicted=21.959208, expected=60.000000 predicted=38.530308, expected=24.000000 predicted=27.629280, expected=28.000000 predicted=32.421709, expected=44.000000 predicted=35.019456, expected=32.000000 predicted=31.640963, expected=4.000000 predicted=25.479863, expected=12.000000 predicted=19.133529, expected=28.000000 predicted=26.392291, expected=44.000000 predicted=37.167688, expected=40.000000 predicted=32.911329, expected=24.000000 predicted=20.687596, expected=32.000000 predicted=27.660890, expected=16.000000 predicted=23.693594, expected=16.000000 predicted=26.271853, expected=20.000000 predicted=25.345085, expected=52.000000 predicted=36.785105, expected=32.000000 predicted=29.796148, expected=40.000000 predicted=31.548547, expected=52.000000 predicted=38.577090, expected=24.000000 predicted=27.900945, expected=28.000000 predicted=36.736614, expected=84.000000 predicted=58.196987, expected=76.000000 predicted=58.303481, expected=28.000000 predicted=40.683014, expected=16.000000 predicted=28.872212, expected=20.000000 predicted=30.269713, expected=20.000000 predicted=39.928792, expected=44.000000 predicted=46.357346, expected=44.000000 predicted=34.434759, expected=52.000000 predicted=37.639582, expected=4.000000 predicted=16.788822, expected=12.000000 predicted=21.030805, expected=12.000000 predicted=24.131337, expected=56.000000 predicted=43.762391, expected=28.000000 predicted=31.403164, expected=28.000000 predicted=21.652171, expected=12.000000 predicted=16.952116, expected=16.000000 predicted=18.862571, expected=24.000000 predicted=31.484054, expected=60.000000 predicted=41.321726, expected=36.000000 predicted=30.906751, expected=28.000000 predicted=25.343657, expected=32.000000 predicted=29.429746, expected=16.000000 predicted=23.632225, expected=12.000000 predicted=28.798241, expected=8.000000 predicted=18.873332, expected=60.000000 predicted=40.893599, expected=36.000000 predicted=30.717226, expected=36.000000 predicted=28.849920, expected=40.000000 predicted=31.651253, expected=20.000000 predicted=22.267630, expected=20.000000 predicted=34.090571, expected=52.000000 predicted=42.133335, expected=72.000000 predicted=52.025165, expected=24.000000 predicted=31.543621, expected=8.000000 predicted=20.551533, expected=8.000000 predicted=19.737897, expected=4.000000 predicted=22.593224, expected=24.000000 predicted=33.641567, expected=48.000000 predicted=32.057409, expected=68.000000 predicted=39.765868, expected=44.000000 predicted=31.539408, expected=32.000000 predicted=28.034052, expected=44.000000 predicted=40.106251, expected=12.000000 predicted=29.604423, expected=8.000000 predicted=30.632542, expected=28.000000 predicted=31.670100, expected=36.000000 predicted=31.153501, expected=44.000000 predicted=38.195104, expected=68.000000 predicted=43.567693, expected=48.000000 predicted=35.493492, expected=20.000000 predicted=29.051401, expected=28.000000 predicted=34.891888, expected=36.000000 predicted=39.121603, expected=64.000000 predicted=57.673210, expected=40.000000 predicted=40.642388, expected=28.000000 predicted=29.316818, expected=44.000000 predicted=39.736190, expected=64.000000 predicted=51.348194, expected=60.000000 predicted=56.549083, expected=76.000000 predicted=59.977261, expected=28.000000 predicted=35.194299, expected=36.000000 predicted=44.095455, expected=20.000000 predicted=39.235420, expected=12.000000 predicted=31.581149, expected=24.000000 predicted=38.330888, expected=20.000000 predicted=22.456532, expected=60.000000 predicted=43.936194, expected=28.000000 predicted=25.107322, expected=8.000000 predicted=15.144536, expected=12.000000 predicted=19.826138, expected=8.000000 predicted=15.676227, expected=28.000000 predicted=33.242722, expected=20.000000 predicted=20.091217, expected=40.000000 predicted=25.906708, expected=20.000000 predicted=18.248184, expected=44.000000 predicted=30.495165, expected=36.000000 predicted=32.261309, expected=16.000000 predicted=21.419456, expected=12.000000 predicted=23.802065, expected=16.000000 predicted=19.845239, expected=44.000000 predicted=38.230134, expected=8.000000 predicted=17.935945, expected=16.000000 predicted=17.260013, expected=40.000000 predicted=28.069050, expected=8.000000 predicted=14.022038, expected=36.000000 predicted=34.038068, expected=56.000000 predicted=35.203856, expected=52.000000 predicted=37.763193, expected=32.000000 predicted=35.295080, expected=32.000000 predicted=28.892632, expected=12.000000 predicted=25.837745, expected=24.000000 predicted=34.814327, expected=8.000000 predicted=23.451484, expected=72.000000 predicted=48.744792, expected=88.000000 predicted=57.903931, expected=48.000000 predicted=37.329858, expected=32.000000 predicted=35.450016, expected=28.000000 predicted=30.759870, expected=12.000000 predicted=37.076838, expected=16.000000 predicted=38.992049, expected=28.000000 predicted=31.917762, expected=24.000000 predicted=25.059415, expected=16.000000 predicted=19.988967, expected=4.000000 predicted=10.067793, expected=24.000000 predicted=20.681467, expected=8.000000 predicted=14.923491, expected=40.000000 predicted=29.539197, expected=84.000000 predicted=50.239327, expected=8.000000 predicted=12.773256, expected=8.000000 predicted=20.025452, expected=36.000000 predicted=28.219914, expected=16.000000 predicted=26.064844, expected=16.000000 predicted=35.184016, expected=40.000000 predicted=26.293527, expected=36.000000 predicted=25.504950, expected=24.000000 predicted=27.943620, expected=4.000000 predicted=13.155721, expected=32.000000 predicted=26.756538, expected=28.000000 predicted=29.472341, expected=16.000000 predicted=22.743137, expected=24.000000 predicted=23.308884, expected=24.000000 predicted=18.440527, expected=8.000000 predicted=17.821480, expected=12.000000 predicted=18.069607, expected=24.000000 predicted=19.978629, expected=28.000000 predicted=23.878519, expected=44.000000 predicted=32.351234, expected=28.000000 predicted=21.700948, expected=32.000000 predicted=26.654730, expected=32.000000 predicted=29.858276, expected=8.000000 predicted=19.277074, expected=4.000000 predicted=20.265105, expected=24.000000 predicted=23.966112, expected=64.000000 predicted=43.943623, expected=48.000000 predicted=36.986805, expected=12.000000 predicted=16.233378, expected=16.000000 predicted=18.648748, expected=12.000000 predicted=20.490161, expected=8.000000 predicted=26.506898, expected=12.000000 predicted=21.804037, expected=16.000000 predicted=13.738191, expected=60.000000 predicted=36.968940, expected=24.000000 predicted=19.106809, expected=12.000000 predicted=15.381165, expected=24.000000 predicted=22.077364, expected=12.000000 predicted=16.760021, expected=24.000000 predicted=32.656748, expected=12.000000 predicted=16.076642, expected=12.000000 predicted=13.617141, expected=8.000000 predicted=13.781167, expected=16.000000 predicted=14.484828, expected=4.000000 predicted=10.805883, expected=16.000000 predicted=13.752430, expected=8.000000 predicted=9.244389, expected=24.000000 predicted=16.766149, expected=60.000000 predicted=36.749472, expected=24.000000 predicted=17.913361, expected=16.000000 predicted=19.867957, expected=12.000000 predicted=15.502634, expected=4.000000 predicted=15.120019, expected=20.000000 predicted=29.573969, expected=12.000000 predicted=14.802560, expected=32.000000 predicted=23.169115, expected=28.000000 predicted=20.322130, expected=36.000000 predicted=24.392580, expected=12.000000 predicted=17.154619, expected=20.000000 predicted=20.097931, expected=12.000000 predicted=19.849123, expected=24.000000 predicted=24.329339, expected=24.000000 predicted=25.102507, expected=32.000000 predicted=23.693902, expected=24.000000 predicted=22.272906, expected=36.000000 predicted=27.330874, expected=12.000000 predicted=18.690965, expected=16.000000 predicted=21.031573, expected=12.000000 predicted=19.534163, expected=20.000000 predicted=20.882180, expected=20.000000 predicted=22.795731, expected=40.000000 predicted=26.982628, expected=68.000000 predicted=43.008568, expected=32.000000 predicted=26.706035, expected=20.000000 predicted=25.373233, expected=32.000000 predicted=30.970321, expected=20.000000 predicted=29.215247, expected=12.000000 predicted=30.604824, expected=16.000000 predicted=21.591672, expected=72.000000 predicted=45.936097, expected=32.000000 predicted=29.685441, expected=16.000000 predicted=21.921159, expected=24.000000 predicted=23.650924, expected=32.000000 predicted=28.228407, expected=16.000000 predicted=33.086509, expected=4.000000 predicted=16.044268, expected=40.000000 predicted=29.120064, expected=24.000000 predicted=22.394139, expected=44.000000 predicted=35.702543, expected=40.000000 predicted=30.178720, expected=44.000000 predicted=31.489983, expected=36.000000 predicted=37.425208, expected=84.000000 predicted=58.080008, expected=44.000000 predicted=44.172003, expected=16.000000 predicted=31.802764, expected=16.000000 predicted=31.572164, expected=24.000000 predicted=30.695531, expected=24.000000 predicted=40.006704, expected=16.000000 predicted=24.279931, expected=56.000000 predicted=37.203651, expected=16.000000 predicted=17.855927, expected=44.000000 predicted=35.767859, expected=40.000000 predicted=33.569673, expected=32.000000 predicted=28.925066, expected=48.000000 predicted=47.004982, expected=60.000000 predicted=43.155526, expected=20.000000 predicted=31.813060, expected=8.000000 predicted=25.293689, expected=12.000000 predicted=22.890087, expected=104.000000 predicted=70.204499, expected=20.000000 predicted=31.814260, expected=36.000000 predicted=33.505518, expected=56.000000 predicted=40.615932, expected=28.000000 predicted=28.213451, expected=44.000000 predicted=58.953435, expected=36.000000 predicted=32.603391, expected=32.000000 predicted=35.285045, expected=32.000000 predicted=39.271304, expected=44.000000 predicted=37.629632, expected=56.000000 predicted=47.381497, expected=16.000000 predicted=27.087558, expected=12.000000 predicted=24.741395, expected=20.000000 predicted=26.383086, expected=24.000000 predicted=29.240714, expected=32.000000 predicted=34.580003, expected=24.000000 predicted=21.037716, expected=24.000000 predicted=21.214398, expected=20.000000 predicted=21.452735, expected=28.000000 predicted=26.171113, expected=28.000000 predicted=27.702845, expected=36.000000 predicted=29.926374, expected=16.000000 predicted=20.797579, expected=44.000000 predicted=33.871249, expected=24.000000 predicted=25.992429, expected=24.000000 predicted=26.870892, expected=16.000000 predicted=24.186689, expected=16.000000 predicted=18.781501, expected=28.000000 predicted=30.114500, expected=12.000000 predicted=16.912929, expected=20.000000 predicted=20.851097, expected=28.000000 predicted=22.308666, expected=12.000000 predicted=15.127392, expected=16.000000 predicted=20.025426, expected=12.000000 predicted=13.606903, expected=8.000000 predicted=13.339358, expected=16.000000 predicted=18.143343, expected=44.000000 predicted=27.355897, expected=44.000000 predicted=29.583919, expected=4.000000 predicted=11.958312, expected=24.000000 predicted=21.806421, expected=16.000000 predicted=18.686153, expected=40.000000 predicted=36.364741, expected=12.000000 predicted=22.034150, expected=32.000000 predicted=22.839081, expected=24.000000 predicted=23.861607, expected=36.000000 predicted=28.251474, expected=20.000000 predicted=26.568103, expected=28.000000 predicted=23.991118, expected=16.000000 predicted=22.891228, expected=20.000000 predicted=22.381914, expected=20.000000 predicted=24.381942, expected=44.000000 predicted=31.542994, expected=40.000000 predicted=32.282807, expected=48.000000 predicted=35.099601, expected=44.000000 predicted=36.067844, expected=16.000000 predicted=24.127116, expected=20.000000 predicted=31.432358, expected=28.000000 predicted=32.102255, expected=52.000000 predicted=44.079233, expected=32.000000 predicted=33.666181, expected=60.000000 predicted=41.811469, expected=48.000000 predicted=38.816358, expected=28.000000 predicted=33.012701, expected=48.000000 predicted=48.273106, expected=40.000000 predicted=38.805140, expected=36.000000 predicted=43.581606, expected=32.000000 predicted=37.996103, expected=24.000000 predicted=28.863309, expected=24.000000 predicted=32.756061, expected=12.000000 predicted=23.629624, expected=24.000000 predicted=27.048871, expected=60.000000 predicted=42.305294, expected=60.000000 predicted=41.716464, expected=72.000000 predicted=50.921387, expected=48.000000 predicted=39.890666, expected=12.000000 predicted=27.683240, expected=16.000000 predicted=36.705062, expected=20.000000 predicted=34.700055, expected=48.000000 predicted=48.145285, expected=24.000000 predicted=29.589032, expected=68.000000 predicted=43.166269, expected=92.000000 predicted=58.171560, expected=92.000000 predicted=63.921986, expected=48.000000 predicted=53.448619, expected=48.000000 predicted=49.428654, expected=48.000000 predicted=58.805700, expected=28.000000 predicted=52.013424, expected=24.000000 predicted=46.916279, expected=88.000000 predicted=65.154066, expected=44.000000 predicted=44.060771, expected=16.000000 predicted=32.902455, expected=16.000000 predicted=27.247396, expected=48.000000 predicted=39.165400, expected=48.000000 predicted=53.301615, expected=40.000000 predicted=38.932985, expected=36.000000 predicted=31.779472, expected=48.000000 predicted=38.374691, expected=32.000000 predicted=38.399393, expected=68.000000 predicted=55.937877, expected=28.000000 predicted=34.859357, expected=36.000000 predicted=38.524531, expected=32.000000 predicted=38.944497, expected=24.000000 predicted=29.673915, expected=32.000000 predicted=41.342998, expected=20.000000 predicted=24.498300, expected=40.000000 predicted=35.804143, expected=64.000000 predicted=46.516057, expected=4.000000 predicted=17.048057, expected=12.000000 predicted=23.951953, expected=48.000000 predicted=36.282230, expected=56.000000 predicted=43.825543, expected=52.000000 predicted=49.319765, expected=44.000000 predicted=33.417133, expected=16.000000 predicted=23.636101, expected=40.000000 predicted=43.413140, expected=32.000000 predicted=39.117791, expected=40.000000 predicted=41.114277, expected=52.000000 predicted=44.902820, expected=48.000000 predicted=37.273595, expected=12.000000 predicted=27.168535, expected=32.000000 predicted=34.662403, expected=36.000000 predicted=36.551834, expected=36.000000 predicted=38.517759, expected=12.000000 predicted=25.887255, expected=76.000000 predicted=47.866304, expected=68.000000 predicted=49.614736, expected=48.000000 predicted=44.275498, expected=48.000000 predicted=47.188145, expected=32.000000 predicted=33.517648, expected=20.000000 predicted=42.250881, expected=76.000000 predicted=64.696953, expected=36.000000 predicted=39.341270, expected=32.000000 predicted=39.345321, expected=8.000000 predicted=23.720556, expected=36.000000 predicted=32.219469, expected=20.000000 predicted=36.291840, expected=32.000000 predicted=30.865143, expected=80.000000 predicted=53.268617, expected=92.000000 predicted=55.414570, expected=72.000000 predicted=58.105623, expected=56.000000 predicted=50.796154, expected=40.000000 predicted=47.031622, expected=32.000000 predicted=53.058174, expected=28.000000 predicted=50.464099, expected=48.000000 predicted=52.124087, expected=44.000000 predicted=44.834492, expected=32.000000 predicted=35.506188, expected=64.000000 predicted=49.788945, expected=44.000000 predicted=39.454230, expected=8.000000 predicted=28.134227, expected=28.000000 predicted=36.034464, expected=64.000000 predicted=47.678334, expected=40.000000 predicted=43.663207, expected=36.000000 predicted=38.965624, expected=28.000000 predicted=26.736891, expected=28.000000 predicted=31.047686, expected=76.000000 predicted=62.343775, expected=84.000000 predicted=60.384152, expected=64.000000 predicted=53.539044, expected=16.000000 predicted=31.683819, expected=24.000000 predicted=35.541142, expected=4.000000 predicted=33.384114, expected=40.000000 predicted=48.761766, expected=24.000000 predicted=33.247759, expected=20.000000 predicted=19.427172, expected=28.000000 predicted=26.220210, expected=36.000000 predicted=24.885146, expected=8.000000 predicted=20.687412, expected=12.000000 predicted=18.706708, expected=28.000000 predicted=24.282412, expected=72.000000 Test MSE: 357.863
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213])] predicted=10.787199, expected=4.000000 predicted=12.126962, expected=36.000000 predicted=15.469025, expected=4.000000 predicted=10.884444, expected=12.000000 predicted=14.903092, expected=12.000000 predicted=11.157599, expected=16.000000 predicted=14.143369, expected=8.000000 predicted=15.098641, expected=8.000000 predicted=10.348439, expected=4.000000 predicted=10.290747, expected=8.000000 predicted=9.687960, expected=12.000000 predicted=9.117054, expected=8.000000 predicted=7.792933, expected=8.000000 predicted=8.073722, expected=4.000000 predicted=7.376976, expected=24.000000 predicted=10.209321, expected=12.000000 predicted=10.360566, expected=8.000000 predicted=11.197713, expected=8.000000 predicted=10.795975, expected=8.000000 predicted=10.897002, expected=12.000000 predicted=12.190593, expected=8.000000 predicted=9.199039, expected=8.000000 predicted=8.814333, expected=32.000000 predicted=11.665017, expected=32.000000 predicted=14.931350, expected=16.000000 predicted=17.827750, expected=8.000000 predicted=18.016775, expected=20.000000 predicted=19.902123, expected=24.000000 predicted=21.811941, expected=20.000000 predicted=19.826475, expected=8.000000 predicted=16.247693, expected=8.000000 predicted=15.579052, expected=8.000000 predicted=15.224110, expected=4.000000 predicted=12.438241, expected=4.000000 predicted=8.970572, expected=4.000000 predicted=6.056452, expected=8.000000 predicted=5.948156, expected=8.000000 predicted=5.689029, expected=12.000000 predicted=6.434315, expected=24.000000 predicted=9.424688, expected=32.000000 predicted=13.909460, expected=4.000000 predicted=14.284358, expected=16.000000 predicted=17.232934, expected=4.000000 predicted=15.190881, expected=4.000000 predicted=14.916589, expected=8.000000 predicted=11.327738, expected=12.000000 predicted=7.831234, expected=4.000000 predicted=7.844942, expected=8.000000 predicted=6.904884, expected=4.000000 predicted=6.479875, expected=8.000000 predicted=7.492990, expected=4.000000 predicted=6.488890, expected=8.000000 predicted=6.102853, expected=28.000000 predicted=9.606278, expected=24.000000 predicted=11.807495, expected=8.000000 predicted=13.396633, expected=16.000000 predicted=15.223135, expected=8.000000 predicted=15.062216, expected=8.000000 predicted=15.847194, expected=8.000000 predicted=11.987306, expected=4.000000 predicted=8.662681, expected=8.000000 predicted=8.793707, expected=8.000000 predicted=7.131649, expected=20.000000 predicted=9.346242, expected=4.000000 predicted=8.160633, expected=36.000000 predicted=13.803882, expected=12.000000 predicted=13.609050, expected=12.000000 predicted=16.327765, expected=12.000000 predicted=15.920607, expected=8.000000 predicted=14.066364, expected=20.000000 predicted=16.743626, expected=4.000000 predicted=10.990675, expected=8.000000 predicted=11.234116, expected=4.000000 predicted=9.059242, expected=8.000000 predicted=8.856187, expected=4.000000 predicted=7.717892, expected=4.000000 predicted=5.465201, expected=8.000000 predicted=5.877561, expected=4.000000 predicted=5.210228, expected=4.000000 predicted=5.406645, expected=24.000000 predicted=7.842767, expected=4.000000 predicted=7.476566, expected=8.000000 predicted=9.392768, expected=12.000000 predicted=8.997352, expected=8.000000 predicted=10.030525, expected=4.000000 predicted=10.054043, expected=12.000000 predicted=8.038541, expected=8.000000 predicted=8.378527, expected=8.000000 predicted=8.812113, expected=8.000000 predicted=7.924776, expected=12.000000 predicted=8.645572, expected=12.000000 predicted=9.823682, expected=24.000000 predicted=11.963193, expected=4.000000 predicted=11.081149, expected=8.000000 predicted=12.067905, expected=4.000000 predicted=10.412570, expected=12.000000 predicted=10.786615, expected=4.000000 predicted=9.028861, expected=8.000000 predicted=6.912876, expected=4.000000 predicted=6.480306, expected=8.000000 predicted=6.758194, expected=4.000000 predicted=6.490108, expected=4.000000 predicted=5.443787, expected=4.000000 predicted=5.255418, expected=4.000000 predicted=4.620746, expected=24.000000 predicted=7.799117, expected=4.000000 predicted=6.831298, expected=4.000000 predicted=8.067789, expected=16.000000 predicted=9.095709, expected=8.000000 predicted=9.689956, expected=12.000000 predicted=11.542885, expected=8.000000 predicted=8.508184, expected=4.000000 predicted=8.901907, expected=4.000000 predicted=8.712443, expected=4.000000 predicted=6.610579, expected=4.000000 predicted=5.925055, expected=8.000000 predicted=5.232083, expected=16.000000 predicted=6.436530, expected=4.000000 predicted=6.497083, expected=4.000000 predicted=7.092813, expected=8.000000 predicted=7.202618, expected=4.000000 predicted=7.222431, expected=4.000000 predicted=6.742917, expected=4.000000 predicted=4.592557, expected=4.000000 predicted=4.630762, expected=8.000000 predicted=5.237198, expected=8.000000 predicted=5.158199, expected=8.000000 predicted=5.994821, expected=4.000000 predicted=5.996900, expected=4.000000 predicted=6.108508, expected=8.000000 predicted=6.565002, expected=16.000000 predicted=7.774059, expected=4.000000 predicted=7.135740, expected=24.000000 predicted=10.251677, expected=4.000000 predicted=9.485039, expected=4.000000 predicted=10.826871, expected=4.000000 predicted=9.148861, expected=4.000000 predicted=7.356822, expected=4.000000 predicted=7.247907, expected=4.000000 predicted=3.950340, expected=4.000000 predicted=3.950406, expected=4.000000 predicted=3.950473, expected=20.000000 predicted=6.492010, expected=12.000000 predicted=7.578968, expected=4.000000 predicted=8.429943, expected=8.000000 predicted=8.795399, expected=8.000000 predicted=9.154749, expected=12.000000 predicted=10.613948, expected=8.000000 predicted=8.521764, expected=8.000000 predicted=8.147139, expected=4.000000 predicted=7.967227, expected=16.000000 predicted=9.343234, expected=8.000000 predicted=8.960487, expected=4.000000 predicted=8.348298, expected=12.000000 predicted=8.627706, expected=8.000000 predicted=8.428613, expected=20.000000 predicted=11.352643, expected=4.000000 predicted=9.050096, expected=8.000000 predicted=9.915371, expected=4.000000 predicted=9.104192, expected=8.000000 predicted=8.810242, expected=4.000000 predicted=7.772105, expected=8.000000 predicted=6.087597, expected=4.000000 predicted=5.835827, expected=4.000000 predicted=5.457562, expected=4.000000 predicted=5.245630, expected=12.000000 predicted=5.893937, expected=4.000000 predicted=5.779510, expected=4.000000 predicted=5.592204, expected=4.000000 predicted=5.251964, expected=8.000000 predicted=5.947330, expected=32.000000 predicted=10.255658, expected=8.000000 predicted=9.475476, expected=8.000000 predicted=11.518646, expected=12.000000 predicted=11.847489, expected=4.000000 predicted=12.149333, expected=4.000000 predicted=11.488867, expected=36.000000 predicted=11.537807, expected=8.000000 predicted=11.178978, expected=4.000000 predicted=12.552082, expected=4.000000 predicted=9.891832, expected=4.000000 predicted=10.118610, expected=28.000000 predicted=13.956252, expected=8.000000 predicted=8.547663, expected=32.000000 predicted=13.528290, expected=20.000000 predicted=15.006802, expected=8.000000 predicted=17.526148, expected=8.000000 predicted=17.515139, expected=4.000000 predicted=13.500805, expected=12.000000 predicted=14.305674, expected=4.000000 predicted=9.135296, expected=12.000000 predicted=8.207357, expected=12.000000 predicted=8.276120, expected=8.000000 predicted=8.825379, expected=24.000000 predicted=11.836405, expected=4.000000 predicted=10.419966, expected=4.000000 predicted=11.370903, expected=4.000000 predicted=8.964008, expected=12.000000 predicted=9.533318, expected=12.000000 predicted=9.748644, expected=4.000000 predicted=6.744019, expected=12.000000 predicted=8.004570, expected=12.000000 predicted=9.071433, expected=16.000000 predicted=11.427830, expected=4.000000 predicted=9.859167, expected=20.000000 predicted=11.518251, expected=8.000000 predicted=11.589652, expected=4.000000 predicted=11.274005, expected=4.000000 predicted=9.144675, expected=12.000000 predicted=8.711855, expected=20.000000 predicted=11.018570, expected=12.000000 predicted=9.844208, expected=20.000000 predicted=12.081365, expected=4.000000 predicted=11.834473, expected=16.000000 predicted=14.441960, expected=28.000000 predicted=16.010572, expected=8.000000 predicted=14.856209, expected=4.000000 predicted=13.802738, expected=4.000000 predicted=10.641386, expected=20.000000 predicted=13.537032, expected=8.000000 predicted=11.516065, expected=12.000000 predicted=9.604422, expected=4.000000 predicted=8.430356, expected=8.000000 predicted=9.779058, expected=8.000000 predicted=9.740185, expected=16.000000 predicted=9.332519, expected=20.000000 predicted=10.926717, expected=12.000000 predicted=11.281102, expected=20.000000 predicted=14.053847, expected=4.000000 predicted=13.275313, expected=8.000000 predicted=13.888127, expected=4.000000 predicted=11.098536, expected=8.000000 predicted=9.632103, expected=12.000000 predicted=9.019335, expected=12.000000 predicted=7.948259, expected=8.000000 predicted=8.604690, expected=4.000000 predicted=8.076083, expected=24.000000 predicted=11.258490, expected=4.000000 predicted=10.374838, expected=8.000000 predicted=10.532166, expected=12.000000 predicted=9.537232, expected=4.000000 predicted=9.688376, expected=4.000000 predicted=9.388710, expected=4.000000 predicted=5.928397, expected=8.000000 predicted=6.711726, expected=12.000000 predicted=7.095135, expected=8.000000 predicted=6.572019, expected=8.000000 predicted=7.372121, expected=8.000000 predicted=7.945442, expected=4.000000 predicted=8.090560, expected=8.000000 predicted=8.014358, expected=20.000000 predicted=9.071247, expected=8.000000 predicted=9.153121, expected=4.000000 predicted=8.961252, expected=8.000000 predicted=8.577476, expected=48.000000 predicted=15.669703, expected=40.000000 predicted=20.317016, expected=4.000000 predicted=18.503287, expected=12.000000 predicted=20.265888, expected=8.000000 predicted=20.779467, expected=4.000000 predicted=20.011359, expected=8.000000 predicted=12.311311, expected=12.000000 predicted=8.026521, expected=16.000000 predicted=9.955933, expected=4.000000 predicted=8.388039, expected=12.000000 predicted=9.683704, expected=8.000000 predicted=9.740716, expected=12.000000 predicted=10.924099, expected=4.000000 predicted=8.952555, expected=4.000000 predicted=7.597214, expected=4.000000 predicted=7.186258, expected=16.000000 predicted=8.184382, expected=12.000000 predicted=8.277351, expected=12.000000 predicted=8.778121, expected=4.000000 predicted=8.470998, expected=16.000000 predicted=11.084940, expected=24.000000 predicted=13.772608, expected=8.000000 predicted=12.403389, expected=4.000000 predicted=11.482021, expected=20.000000 predicted=13.014330, expected=4.000000 predicted=12.290923, expected=4.000000 predicted=10.911917, expected=12.000000 predicted=8.561846, expected=8.000000 predicted=8.643675, expected=16.000000 predicted=10.655397, expected=16.000000 predicted=9.752788, expected=20.000000 predicted=12.877296, expected=4.000000 predicted=12.337787, expected=12.000000 predicted=13.212171, expected=4.000000 predicted=11.646963, expected=8.000000 predicted=10.983828, expected=4.000000 predicted=8.274442, expected=12.000000 predicted=7.588421, expected=4.000000 predicted=6.953953, expected=12.000000 predicted=7.633500, expected=8.000000 predicted=7.686287, expected=4.000000 predicted=7.479258, expected=12.000000 predicted=8.685822, expected=4.000000 predicted=7.135246, expected=4.000000 predicted=7.477574, expected=4.000000 predicted=5.862145, expected=8.000000 predicted=6.099252, expected=28.000000 predicted=10.036172, expected=12.000000 predicted=9.448532, expected=16.000000 predicted=12.467361, expected=4.000000 predicted=11.680597, expected=16.000000 predicted=14.618277, expected=8.000000 predicted=13.479586, expected=8.000000 predicted=10.910386, expected=8.000000 predicted=9.781113, expected=12.000000 predicted=9.500152, expected=4.000000 predicted=9.073151, expected=8.000000 predicted=8.169635, expected=4.000000 predicted=7.149332, expected=4.000000 Test MSE: 65.256
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211])] predicted=64.244401, expected=16.000000 predicted=40.888427, expected=68.000000 predicted=56.951954, expected=96.000000 predicted=58.801595, expected=28.000000 predicted=43.878150, expected=16.000000 predicted=48.577663, expected=16.000000 predicted=28.427606, expected=28.000000 predicted=37.569820, expected=48.000000 predicted=50.746589, expected=100.000000 predicted=54.532190, expected=76.000000 predicted=49.220670, expected=68.000000 predicted=56.132429, expected=56.000000 predicted=56.892440, expected=36.000000 predicted=50.915426, expected=64.000000 predicted=72.277796, expected=32.000000 predicted=49.794535, expected=64.000000 predicted=60.243698, expected=36.000000 predicted=45.621330, expected=28.000000 predicted=37.456733, expected=48.000000 predicted=50.972051, expected=64.000000 predicted=45.331721, expected=32.000000 predicted=44.753119, expected=28.000000 predicted=38.490297, expected=28.000000 predicted=33.034395, expected=84.000000 predicted=55.889552, expected=56.000000 predicted=51.432348, expected=28.000000 predicted=39.432306, expected=20.000000 predicted=36.077636, expected=24.000000 predicted=30.507789, expected=24.000000 predicted=41.005091, expected=112.000000 predicted=66.070381, expected=80.000000 predicted=50.262346, expected=28.000000 predicted=40.379590, expected=20.000000 predicted=41.516051, expected=44.000000 predicted=40.671818, expected=52.000000 predicted=61.877641, expected=44.000000 predicted=51.257159, expected=80.000000 predicted=53.861778, expected=92.000000 predicted=57.947990, expected=64.000000 predicted=59.281921, expected=32.000000 predicted=54.079176, expected=80.000000 predicted=67.049617, expected=32.000000 predicted=52.570673, expected=48.000000 predicted=63.440642, expected=44.000000 predicted=52.219636, expected=88.000000 predicted=56.933704, expected=28.000000 predicted=50.710827, expected=48.000000 predicted=48.015945, expected=52.000000 predicted=51.575072, expected=12.000000 predicted=31.369680, expected=16.000000 predicted=46.370650, expected=44.000000 predicted=34.246953, expected=64.000000 predicted=44.599452, expected=48.000000 predicted=44.786343, expected=20.000000 predicted=28.386346, expected=44.000000 predicted=38.116733, expected=20.000000 predicted=31.911928, expected=28.000000 predicted=39.740558, expected=44.000000 predicted=40.522081, expected=60.000000 predicted=37.648461, expected=56.000000 predicted=46.944111, expected=36.000000 predicted=36.689498, expected=40.000000 predicted=41.352744, expected=64.000000 predicted=51.985592, expected=28.000000 predicted=41.830921, expected=44.000000 predicted=49.307661, expected=96.000000 predicted=61.485702, expected=76.000000 predicted=55.227107, expected=28.000000 predicted=52.825149, expected=72.000000 predicted=61.162026, expected=28.000000 predicted=40.901532, expected=44.000000 predicted=61.410398, expected=140.000000 predicted=90.427857, expected=120.000000 predicted=69.533457, expected=68.000000 predicted=79.093622, expected=24.000000 predicted=55.268099, expected=84.000000 predicted=73.598870, expected=32.000000 predicted=70.348350, expected=44.000000 predicted=70.529790, expected=44.000000 predicted=54.338523, expected=60.000000 predicted=42.785697, expected=48.000000 predicted=57.904500, expected=32.000000 predicted=38.435821, expected=32.000000 predicted=41.687244, expected=12.000000 predicted=29.982059, expected=16.000000 predicted=33.505789, expected=52.000000 predicted=40.849381, expected=68.000000 predicted=41.494297, expected=12.000000 predicted=26.153477, expected=40.000000 predicted=36.633281, expected=12.000000 predicted=21.332539, expected=12.000000 predicted=28.542094, expected=32.000000 predicted=39.934565, expected=48.000000 predicted=26.512982, expected=28.000000 predicted=30.647108, expected=28.000000 predicted=26.643842, expected=16.000000 predicted=21.051743, expected=20.000000 predicted=25.817822, expected=24.000000 predicted=30.328218, expected=40.000000 predicted=29.695400, expected=72.000000 predicted=43.638567, expected=68.000000 predicted=42.476591, expected=44.000000 predicted=41.145511, expected=52.000000 predicted=48.260189, expected=24.000000 predicted=38.343838, expected=8.000000 predicted=39.122494, expected=4.000000 predicted=32.293809, expected=20.000000 predicted=25.329728, expected=48.000000 predicted=36.727798, expected=48.000000 predicted=31.058455, expected=32.000000 predicted=26.077794, expected=28.000000 predicted=26.252418, expected=24.000000 predicted=27.023326, expected=40.000000 predicted=39.147350, expected=52.000000 predicted=43.234256, expected=36.000000 predicted=34.351791, expected=28.000000 predicted=33.261022, expected=28.000000 predicted=30.909930, expected=32.000000 predicted=34.208810, expected=52.000000 predicted=44.823224, expected=8.000000 predicted=23.790518, expected=44.000000 predicted=37.725140, expected=40.000000 predicted=33.069368, expected=28.000000 predicted=29.622988, expected=52.000000 predicted=48.198397, expected=76.000000 predicted=43.018563, expected=24.000000 predicted=36.386111, expected=40.000000 predicted=46.453285, expected=16.000000 predicted=28.925944, expected=52.000000 predicted=45.705903, expected=12.000000 predicted=36.840119, expected=24.000000 predicted=26.737420, expected=56.000000 predicted=42.814996, expected=48.000000 predicted=30.546349, expected=56.000000 predicted=50.420826, expected=68.000000 predicted=46.175393, expected=60.000000 predicted=47.459250, expected=36.000000 predicted=50.137658, expected=32.000000 predicted=45.609717, expected=24.000000 predicted=40.124919, expected=8.000000 predicted=33.517901, expected=20.000000 predicted=33.524110, expected=56.000000 predicted=37.634607, expected=60.000000 predicted=39.167197, expected=40.000000 predicted=35.810017, expected=52.000000 predicted=40.067635, expected=40.000000 predicted=36.773673, expected=16.000000 predicted=37.084090, expected=12.000000 predicted=35.470639, expected=48.000000 predicted=38.588075, expected=40.000000 predicted=36.760105, expected=32.000000 predicted=34.687338, expected=32.000000 predicted=30.295300, expected=32.000000 predicted=26.847609, expected=52.000000 predicted=44.728431, expected=48.000000 predicted=41.392719, expected=36.000000 predicted=37.101861, expected=40.000000 predicted=40.111074, expected=24.000000 predicted=31.554421, expected=32.000000 predicted=39.398367, expected=32.000000 predicted=36.516923, expected=36.000000 predicted=33.788501, expected=60.000000 predicted=45.652721, expected=36.000000 predicted=32.676701, expected=60.000000 predicted=47.940707, expected=12.000000 predicted=29.024122, expected=28.000000 predicted=35.538911, expected=28.000000 predicted=39.052061, expected=12.000000 predicted=22.142274, expected=68.000000 predicted=52.625815, expected=28.000000 predicted=22.317371, expected=36.000000 predicted=35.249789, expected=16.000000 predicted=28.159068, expected=36.000000 predicted=27.281142, expected=68.000000 predicted=54.850958, expected=24.000000 predicted=27.891327, expected=40.000000 predicted=41.627735, expected=88.000000 predicted=52.441393, expected=68.000000 predicted=50.062873, expected=32.000000 predicted=53.342691, expected=52.000000 predicted=49.733097, expected=68.000000 predicted=53.931511, expected=28.000000 predicted=51.443323, expected=48.000000 predicted=56.645427, expected=84.000000 predicted=56.670561, expected=72.000000 predicted=57.542604, expected=16.000000 predicted=47.707108, expected=36.000000 predicted=44.661233, expected=48.000000 predicted=45.710103, expected=24.000000 predicted=43.360120, expected=52.000000 predicted=54.324036, expected=100.000000 predicted=55.275210, expected=36.000000 predicted=38.925258, expected=48.000000 predicted=56.530667, expected=72.000000 predicted=54.554332, expected=56.000000 predicted=51.552878, expected=16.000000 predicted=55.251197, expected=16.000000 predicted=35.179461, expected=112.000000 predicted=68.107005, expected=64.000000 predicted=53.445231, expected=56.000000 predicted=60.414049, expected=20.000000 predicted=38.815747, expected=16.000000 predicted=28.850983, expected=24.000000 predicted=53.363059, expected=32.000000 predicted=37.091399, expected=56.000000 predicted=45.125002, expected=28.000000 predicted=26.374952, expected=32.000000 predicted=30.985040, expected=12.000000 predicted=24.181902, expected=64.000000 predicted=43.515613, expected=12.000000 predicted=28.995334, expected=32.000000 predicted=32.592881, expected=60.000000 predicted=43.772266, expected=56.000000 predicted=33.625359, expected=16.000000 predicted=40.273256, expected=36.000000 predicted=34.732785, expected=60.000000 predicted=43.624906, expected=44.000000 predicted=44.067027, expected=16.000000 predicted=38.093561, expected=48.000000 predicted=38.840586, expected=32.000000 predicted=32.538143, expected=40.000000 predicted=43.686038, expected=48.000000 predicted=44.089664, expected=60.000000 predicted=39.812065, expected=84.000000 predicted=61.328788, expected=80.000000 predicted=58.749465, expected=104.000000 predicted=76.037582, expected=80.000000 predicted=72.092030, expected=76.000000 predicted=76.591595, expected=12.000000 predicted=57.527833, expected=20.000000 predicted=53.534031, expected=56.000000 predicted=64.686557, expected=24.000000 predicted=38.548153, expected=32.000000 predicted=46.789817, expected=48.000000 predicted=34.494823, expected=20.000000 predicted=23.034880, expected=24.000000 predicted=37.955880, expected=44.000000 predicted=34.330709, expected=52.000000 predicted=37.372833, expected=16.000000 predicted=31.719484, expected=48.000000 predicted=39.271364, expected=44.000000 predicted=34.822093, expected=56.000000 predicted=45.705582, expected=48.000000 predicted=48.938861, expected=52.000000 predicted=41.151008, expected=32.000000 predicted=42.822287, expected=8.000000 predicted=30.994496, expected=12.000000 predicted=32.665916, expected=32.000000 predicted=32.002920, expected=36.000000 predicted=33.002110, expected=60.000000 predicted=40.899293, expected=8.000000 predicted=16.979767, expected=40.000000 predicted=33.613069, expected=56.000000 predicted=41.530283, expected=60.000000 predicted=42.974025, expected=16.000000 predicted=39.561262, expected=40.000000 predicted=35.385060, expected=20.000000 predicted=30.766478, expected=8.000000 predicted=27.896701, expected=48.000000 predicted=44.991669, expected=60.000000 predicted=33.441222, expected=32.000000 predicted=34.576962, expected=20.000000 predicted=30.460698, expected=20.000000 predicted=23.442056, expected=32.000000 predicted=34.184044, expected=64.000000 predicted=49.398251, expected=32.000000 predicted=31.284008, expected=16.000000 predicted=27.257450, expected=20.000000 predicted=27.542220, expected=16.000000 predicted=22.587321, expected=20.000000 predicted=32.027334, expected=20.000000 predicted=22.783983, expected=20.000000 predicted=18.237762, expected=52.000000 predicted=32.718905, expected=20.000000 predicted=19.625047, expected=44.000000 predicted=34.561574, expected=12.000000 predicted=21.724224, expected=32.000000 predicted=28.081493, expected=12.000000 predicted=28.394080, expected=24.000000 predicted=21.946449, expected=32.000000 predicted=32.145947, expected=36.000000 predicted=23.816730, expected=32.000000 predicted=31.099560, expected=40.000000 predicted=30.008949, expected=28.000000 predicted=28.838503, expected=20.000000 predicted=28.312843, expected=36.000000 predicted=34.786258, expected=24.000000 predicted=26.458268, expected=16.000000 predicted=26.733053, expected=28.000000 predicted=28.063831, expected=24.000000 predicted=21.588621, expected=12.000000 predicted=22.218487, expected=28.000000 predicted=25.734401, expected=20.000000 predicted=18.248068, expected=28.000000 predicted=25.588951, expected=48.000000 predicted=33.537259, expected=64.000000 predicted=37.179699, expected=56.000000 predicted=43.413196, expected=32.000000 predicted=36.376835, expected=8.000000 predicted=29.108120, expected=8.000000 predicted=29.286574, expected=32.000000 predicted=36.741134, expected=52.000000 predicted=40.131560, expected=16.000000 predicted=23.061259, expected=16.000000 predicted=21.339740, expected=16.000000 predicted=18.301456, expected=24.000000 predicted=23.628057, expected=28.000000 predicted=31.406612, expected=36.000000 predicted=25.493216, expected=40.000000 predicted=29.008783, expected=32.000000 predicted=27.657430, expected=40.000000 predicted=34.628531, expected=32.000000 predicted=32.073143, expected=20.000000 predicted=29.526838, expected=40.000000 predicted=38.208177, expected=48.000000 predicted=36.699620, expected=24.000000 predicted=31.189596, expected=28.000000 predicted=33.738451, expected=44.000000 predicted=34.004923, expected=36.000000 predicted=34.464999, expected=40.000000 predicted=41.301043, expected=44.000000 predicted=36.889654, expected=52.000000 predicted=40.863861, expected=68.000000 predicted=53.345189, expected=48.000000 predicted=45.207873, expected=20.000000 predicted=38.116233, expected=44.000000 predicted=47.135567, expected=44.000000 predicted=43.013740, expected=24.000000 predicted=39.750265, expected=56.000000 predicted=49.532245, expected=68.000000 predicted=43.784575, expected=32.000000 predicted=39.065051, expected=44.000000 predicted=49.166886, expected=40.000000 predicted=37.754378, expected=32.000000 predicted=40.901217, expected=20.000000 predicted=40.510526, expected=32.000000 predicted=32.630448, expected=60.000000 predicted=44.760148, expected=36.000000 predicted=35.033471, expected=20.000000 predicted=31.747070, expected=16.000000 predicted=26.087755, expected=16.000000 predicted=23.640354, expected=36.000000 predicted=37.211095, expected=120.000000 predicted=64.181965, expected=72.000000 predicted=45.102711, expected=48.000000 predicted=48.814000, expected=36.000000 predicted=46.766827, expected=44.000000 predicted=45.407917, expected=16.000000 predicted=54.455469, expected=24.000000 predicted=42.399083, expected=32.000000 predicted=35.554949, expected=84.000000 predicted=50.911138, expected=28.000000 predicted=34.232910, expected=44.000000 predicted=39.968532, expected=32.000000 predicted=36.227376, expected=16.000000 predicted=26.317071, expected=48.000000 predicted=55.058627, expected=36.000000 predicted=30.293777, expected=44.000000 predicted=40.820120, expected=36.000000 predicted=36.670252, expected=20.000000 predicted=24.792077, expected=52.000000 predicted=46.561191, expected=40.000000 predicted=35.530709, expected=64.000000 predicted=50.075077, expected=48.000000 predicted=44.306552, expected=80.000000 predicted=54.039077, expected=32.000000 predicted=45.877757, expected=24.000000 predicted=40.301133, expected=24.000000 predicted=44.153454, expected=20.000000 predicted=30.150907, expected=20.000000 predicted=38.617529, expected=52.000000 predicted=36.895223, expected=80.000000 predicted=46.365285, expected=32.000000 predicted=32.481533, expected=40.000000 predicted=41.550021, expected=44.000000 predicted=39.572779, expected=16.000000 predicted=32.656104, expected=40.000000 predicted=51.817769, expected=40.000000 predicted=34.485719, expected=36.000000 predicted=35.297324, expected=24.000000 predicted=34.720614, expected=56.000000 predicted=38.261316, expected=32.000000 predicted=34.295560, expected=24.000000 predicted=33.698971, expected=24.000000 predicted=32.818758, expected=32.000000 predicted=27.978341, expected=52.000000 predicted=44.913132, expected=32.000000 predicted=31.566977, expected=44.000000 predicted=37.520378, expected=48.000000 predicted=38.981986, expected=28.000000 predicted=32.533348, expected=80.000000 predicted=61.012165, expected=40.000000 predicted=38.074539, expected=40.000000 predicted=45.707102, expected=24.000000 predicted=41.090379, expected=20.000000 predicted=27.810795, expected=48.000000 predicted=51.849540, expected=28.000000 predicted=30.384616, expected=20.000000 predicted=30.282671, expected=28.000000 predicted=29.049250, expected=56.000000 predicted=35.625741, expected=48.000000 predicted=41.670818, expected=60.000000 predicted=45.711418, expected=20.000000 predicted=30.033125, expected=16.000000 predicted=30.249095, expected=56.000000 predicted=49.812518, expected=48.000000 predicted=39.865458, expected=40.000000 predicted=45.416257, expected=64.000000 predicted=46.974350, expected=44.000000 predicted=36.352100, expected=60.000000 predicted=56.436915, expected=28.000000 predicted=41.813407, expected=48.000000 predicted=46.358918, expected=40.000000 predicted=47.954951, expected=48.000000 predicted=44.057102, expected=32.000000 predicted=43.879896, expected=20.000000 predicted=29.481089, expected=44.000000 predicted=43.034230, expected=20.000000 predicted=28.122056, expected=40.000000 predicted=39.657868, expected=56.000000 predicted=41.455987, expected=20.000000 predicted=24.295803, expected=36.000000 predicted=41.227438, expected=36.000000 predicted=31.428567, expected=72.000000 predicted=49.498453, expected=36.000000 predicted=42.937163, expected=16.000000 predicted=28.912148, expected=84.000000 predicted=58.843099, expected=60.000000 predicted=44.168868, expected=28.000000 predicted=48.864078, expected=20.000000 predicted=39.170495, expected=36.000000 predicted=31.946505, expected=32.000000 Test MSE: 460.827
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454])] predicted=25.110052, expected=72.000000 predicted=41.663312, expected=40.000000 predicted=42.169476, expected=16.000000 predicted=33.733796, expected=40.000000 predicted=35.576765, expected=32.000000 predicted=30.652403, expected=28.000000 predicted=40.324379, expected=24.000000 predicted=29.828636, expected=20.000000 predicted=23.350680, expected=28.000000 predicted=28.919116, expected=24.000000 predicted=26.488391, expected=32.000000 predicted=27.010855, expected=32.000000 predicted=27.696422, expected=52.000000 predicted=33.567707, expected=24.000000 predicted=32.105830, expected=16.000000 predicted=25.677941, expected=56.000000 predicted=36.156869, expected=4.000000 predicted=28.710763, expected=40.000000 predicted=33.044410, expected=24.000000 predicted=27.204699, expected=28.000000 predicted=25.928551, expected=24.000000 predicted=31.617222, expected=24.000000 predicted=21.041852, expected=20.000000 predicted=26.762412, expected=32.000000 predicted=25.520359, expected=24.000000 predicted=26.040254, expected=40.000000 predicted=28.648465, expected=44.000000 predicted=33.044669, expected=32.000000 predicted=31.693410, expected=12.000000 predicted=27.390362, expected=32.000000 predicted=27.462421, expected=8.000000 predicted=26.239094, expected=20.000000 predicted=24.480880, expected=20.000000 predicted=21.674718, expected=36.000000 predicted=22.409605, expected=12.000000 predicted=22.720266, expected=16.000000 predicted=15.699410, expected=20.000000 predicted=19.508597, expected=20.000000 predicted=20.184953, expected=32.000000 predicted=25.758407, expected=36.000000 predicted=24.511408, expected=52.000000 predicted=32.337114, expected=12.000000 predicted=27.033649, expected=32.000000 predicted=26.989520, expected=40.000000 predicted=34.151196, expected=20.000000 predicted=31.333867, expected=20.000000 predicted=29.597074, expected=24.000000 predicted=21.843408, expected=28.000000 predicted=27.516774, expected=72.000000 predicted=40.953700, expected=16.000000 predicted=30.978436, expected=24.000000 predicted=26.271569, expected=20.000000 predicted=26.450140, expected=32.000000 predicted=30.004025, expected=20.000000 predicted=34.515199, expected=28.000000 predicted=22.601414, expected=12.000000 predicted=21.299559, expected=36.000000 predicted=24.362857, expected=32.000000 predicted=29.213464, expected=16.000000 predicted=22.891438, expected=32.000000 predicted=25.903182, expected=68.000000 predicted=35.773548, expected=32.000000 predicted=38.953160, expected=20.000000 predicted=30.679403, expected=36.000000 predicted=29.952043, expected=28.000000 predicted=33.704734, expected=32.000000 predicted=38.729763, expected=16.000000 predicted=26.285033, expected=28.000000 predicted=24.591379, expected=32.000000 predicted=29.907528, expected=20.000000 predicted=25.726515, expected=24.000000 predicted=25.246538, expected=28.000000 predicted=23.750655, expected=20.000000 predicted=24.847491, expected=36.000000 predicted=28.125681, expected=44.000000 predicted=30.825767, expected=68.000000 predicted=41.364037, expected=48.000000 predicted=43.373910, expected=28.000000 predicted=36.412528, expected=24.000000 predicted=35.743167, expected=20.000000 predicted=34.044185, expected=44.000000 predicted=41.374772, expected=48.000000 predicted=40.211065, expected=28.000000 predicted=32.460181, expected=40.000000 predicted=32.888363, expected=24.000000 predicted=30.696287, expected=40.000000 predicted=37.118240, expected=36.000000 predicted=37.871094, expected=16.000000 predicted=28.171563, expected=60.000000 predicted=38.343736, expected=16.000000 predicted=31.083800, expected=12.000000 predicted=26.688417, expected=60.000000 predicted=35.350002, expected=32.000000 predicted=33.210167, expected=28.000000 predicted=36.942583, expected=24.000000 predicted=25.594973, expected=20.000000 predicted=24.649450, expected=12.000000 predicted=29.203637, expected=20.000000 predicted=22.036047, expected=24.000000 predicted=22.279763, expected=8.000000 predicted=17.580974, expected=8.000000 predicted=13.660520, expected=28.000000 predicted=16.701073, expected=24.000000 predicted=20.601957, expected=20.000000 predicted=20.164802, expected=32.000000 predicted=20.244197, expected=24.000000 predicted=21.728095, expected=28.000000 predicted=26.325168, expected=48.000000 predicted=31.496254, expected=32.000000 predicted=31.254518, expected=32.000000 predicted=32.422841, expected=28.000000 predicted=29.897318, expected=40.000000 predicted=33.823839, expected=28.000000 predicted=35.670227, expected=56.000000 predicted=38.041807, expected=20.000000 predicted=33.482921, expected=48.000000 predicted=35.676892, expected=48.000000 predicted=41.808794, expected=12.000000 predicted=31.914708, expected=20.000000 predicted=31.953963, expected=36.000000 predicted=28.408234, expected=8.000000 predicted=28.407733, expected=44.000000 predicted=31.290922, expected=16.000000 predicted=21.943952, expected=44.000000 predicted=28.496300, expected=24.000000 predicted=30.142256, expected=16.000000 predicted=21.411857, expected=20.000000 predicted=26.613717, expected=16.000000 predicted=20.078927, expected=44.000000 predicted=30.971007, expected=44.000000 predicted=31.392697, expected=36.000000 predicted=30.475883, expected=24.000000 predicted=28.444046, expected=32.000000 predicted=29.097623, expected=20.000000 predicted=32.083826, expected=28.000000 predicted=30.736195, expected=32.000000 predicted=29.834849, expected=52.000000 predicted=33.910859, expected=24.000000 predicted=32.383253, expected=28.000000 predicted=28.020594, expected=16.000000 predicted=26.622423, expected=40.000000 predicted=31.486224, expected=20.000000 predicted=32.157795, expected=32.000000 predicted=26.498102, expected=24.000000 predicted=26.611839, expected=44.000000 predicted=29.354508, expected=40.000000 predicted=36.360823, expected=24.000000 predicted=29.171742, expected=24.000000 predicted=29.104043, expected=32.000000 predicted=29.335830, expected=16.000000 predicted=29.600854, expected=56.000000 predicted=35.227789, expected=44.000000 predicted=35.766812, expected=28.000000 predicted=32.589292, expected=24.000000 predicted=30.614631, expected=12.000000 predicted=24.059873, expected=16.000000 predicted=29.000243, expected=24.000000 predicted=25.965561, expected=24.000000 predicted=22.899479, expected=32.000000 predicted=24.089356, expected=16.000000 predicted=19.744380, expected=40.000000 predicted=25.361761, expected=24.000000 predicted=27.054256, expected=44.000000 predicted=30.939566, expected=12.000000 predicted=27.348607, expected=28.000000 predicted=24.094369, expected=52.000000 predicted=36.322138, expected=44.000000 predicted=36.481237, expected=56.000000 predicted=43.331474, expected=28.000000 predicted=33.765853, expected=48.000000 predicted=39.880483, expected=16.000000 predicted=38.553099, expected=28.000000 predicted=33.861759, expected=24.000000 predicted=33.748864, expected=32.000000 predicted=29.028057, expected=40.000000 predicted=34.907612, expected=32.000000 predicted=28.771995, expected=28.000000 predicted=29.853190, expected=20.000000 predicted=26.602965, expected=28.000000 predicted=28.600960, expected=40.000000 predicted=33.412847, expected=32.000000 predicted=31.725578, expected=20.000000 predicted=26.959203, expected=24.000000 predicted=24.629218, expected=28.000000 predicted=27.732363, expected=20.000000 predicted=27.790870, expected=16.000000 predicted=22.674186, expected=68.000000 predicted=32.825150, expected=52.000000 predicted=39.951658, expected=20.000000 predicted=33.048876, expected=16.000000 predicted=25.819539, expected=20.000000 predicted=25.752251, expected=32.000000 predicted=37.084247, expected=36.000000 predicted=33.707093, expected=32.000000 predicted=27.192712, expected=32.000000 predicted=27.303730, expected=48.000000 predicted=33.732914, expected=56.000000 predicted=42.099871, expected=36.000000 predicted=40.507475, expected=20.000000 predicted=33.297094, expected=24.000000 predicted=31.370253, expected=28.000000 predicted=34.409540, expected=44.000000 predicted=38.359807, expected=20.000000 predicted=29.662024, expected=44.000000 predicted=29.834633, expected=40.000000 predicted=34.125679, expected=16.000000 predicted=29.678173, expected=20.000000 predicted=28.689566, expected=32.000000 predicted=26.901200, expected=44.000000 predicted=36.034994, expected=44.000000 predicted=36.696966, expected=44.000000 predicted=33.873222, expected=24.000000 predicted=31.674344, expected=16.000000 predicted=29.361861, expected=28.000000 predicted=31.745650, expected=40.000000 predicted=34.923684, expected=68.000000 predicted=43.462598, expected=24.000000 predicted=33.978519, expected=16.000000 predicted=25.968084, expected=48.000000 predicted=35.285159, expected=12.000000 predicted=33.116742, expected=24.000000 predicted=33.366525, expected=24.000000 predicted=23.879165, expected=60.000000 predicted=33.113452, expected=20.000000 predicted=34.468819, expected=20.000000 predicted=22.792389, expected=44.000000 predicted=31.308255, expected=12.000000 predicted=27.701537, expected=24.000000 predicted=30.998690, expected=20.000000 predicted=21.988277, expected=56.000000 predicted=31.648910, expected=20.000000 predicted=32.258928, expected=24.000000 predicted=23.170910, expected=44.000000 predicted=31.340507, expected=28.000000 predicted=31.036496, expected=16.000000 predicted=31.535220, expected=20.000000 predicted=22.527688, expected=52.000000 predicted=32.129437, expected=64.000000 predicted=44.033894, expected=36.000000 predicted=37.684175, expected=64.000000 predicted=41.688055, expected=64.000000 predicted=49.843601, expected=48.000000 predicted=54.232050, expected=96.000000 predicted=66.403069, expected=60.000000 predicted=61.387313, expected=84.000000 predicted=70.420721, expected=92.000000 predicted=76.437568, expected=52.000000 predicted=68.170535, expected=12.000000 predicted=59.166903, expected=84.000000 predicted=61.272707, expected=36.000000 predicted=61.080894, expected=52.000000 predicted=57.808722, expected=84.000000 predicted=57.465401, expected=16.000000 predicted=41.640978, expected=100.000000 predicted=65.907270, expected=64.000000 predicted=59.768080, expected=28.000000 predicted=54.983800, expected=36.000000 predicted=51.521735, expected=40.000000 predicted=40.713535, expected=32.000000 predicted=52.739537, expected=36.000000 predicted=40.978528, expected=12.000000 predicted=27.695617, expected=28.000000 predicted=28.925225, expected=24.000000 predicted=28.628288, expected=48.000000 predicted=32.683937, expected=52.000000 predicted=37.777377, expected=64.000000 predicted=40.743563, expected=56.000000 predicted=46.740014, expected=64.000000 predicted=50.674632, expected=32.000000 predicted=49.722708, expected=12.000000 predicted=40.202891, expected=36.000000 predicted=40.992353, expected=68.000000 predicted=48.760376, expected=32.000000 predicted=45.431413, expected=28.000000 predicted=33.283317, expected=16.000000 predicted=25.665975, expected=24.000000 predicted=30.822375, expected=8.000000 predicted=29.721060, expected=40.000000 predicted=26.344325, expected=28.000000 predicted=26.353604, expected=36.000000 predicted=26.617859, expected=20.000000 predicted=25.321106, expected=16.000000 predicted=20.723490, expected=16.000000 predicted=24.617507, expected=28.000000 predicted=24.172482, expected=48.000000 predicted=31.729542, expected=36.000000 predicted=30.017855, expected=32.000000 predicted=28.868228, expected=20.000000 predicted=26.358496, expected=36.000000 predicted=31.591341, expected=16.000000 predicted=31.125868, expected=16.000000 predicted=24.714933, expected=12.000000 predicted=20.418129, expected=36.000000 predicted=23.336942, expected=44.000000 predicted=31.447247, expected=36.000000 predicted=28.890965, expected=32.000000 predicted=28.618420, expected=24.000000 predicted=27.063926, expected=24.000000 predicted=30.604476, expected=44.000000 predicted=35.640804, expected=40.000000 predicted=35.801771, expected=32.000000 predicted=33.372149, expected=32.000000 predicted=31.072007, expected=24.000000 predicted=29.864708, expected=36.000000 predicted=34.872058, expected=20.000000 predicted=30.386837, expected=12.000000 predicted=23.876487, expected=28.000000 predicted=24.754546, expected=28.000000 predicted=25.322155, expected=20.000000 predicted=25.363974, expected=8.000000 predicted=17.336811, expected=40.000000 predicted=22.402215, expected=40.000000 predicted=30.528558, expected=36.000000 predicted=31.306871, expected=44.000000 predicted=32.176095, expected=8.000000 predicted=24.501555, expected=36.000000 predicted=32.387957, expected=24.000000 predicted=31.013499, expected=40.000000 predicted=33.055753, expected=40.000000 predicted=35.093073, expected=20.000000 predicted=25.661012, expected=48.000000 predicted=35.184813, expected=20.000000 predicted=30.387295, expected=28.000000 predicted=31.894321, expected=48.000000 predicted=35.566402, expected=88.000000 predicted=47.697242, expected=20.000000 predicted=44.018699, expected=68.000000 predicted=43.402086, expected=44.000000 predicted=46.565311, expected=44.000000 predicted=50.375933, expected=20.000000 predicted=47.172150, expected=40.000000 predicted=34.926062, expected=56.000000 predicted=48.858834, expected=60.000000 predicted=48.085302, expected=72.000000 predicted=53.066037, expected=28.000000 predicted=42.487380, expected=20.000000 predicted=39.166002, expected=20.000000 predicted=37.602881, expected=44.000000 predicted=41.667055, expected=32.000000 predicted=40.691664, expected=40.000000 predicted=32.092225, expected=64.000000 predicted=38.970634, expected=64.000000 predicted=46.493345, expected=88.000000 predicted=60.526921, expected=44.000000 predicted=53.854103, expected=40.000000 predicted=50.612487, expected=44.000000 predicted=53.369704, expected=28.000000 predicted=48.421882, expected=16.000000 predicted=42.508929, expected=32.000000 predicted=32.554093, expected=32.000000 predicted=32.802518, expected=24.000000 predicted=30.651034, expected=24.000000 predicted=25.446918, expected=24.000000 predicted=23.557367, expected=16.000000 predicted=24.293679, expected=32.000000 predicted=26.124561, expected=24.000000 predicted=24.630128, expected=28.000000 predicted=25.179160, expected=32.000000 predicted=26.669796, expected=12.000000 predicted=21.778841, expected=24.000000 predicted=24.332361, expected=56.000000 predicted=32.241184, expected=20.000000 predicted=30.220680, expected=16.000000 predicted=25.026343, expected=64.000000 predicted=32.406696, expected=24.000000 predicted=34.182135, expected=32.000000 predicted=36.863654, expected=36.000000 predicted=30.234045, expected=32.000000 predicted=31.748677, expected=32.000000 predicted=38.714363, expected=24.000000 predicted=28.252881, expected=28.000000 predicted=29.549880, expected=24.000000 predicted=28.840800, expected=52.000000 predicted=34.464884, expected=16.000000 predicted=29.651310, expected=24.000000 predicted=25.901839, expected=20.000000 predicted=25.023272, expected=60.000000 predicted=34.859948, expected=24.000000 predicted=36.333010, expected=32.000000 predicted=28.046936, expected=20.000000 predicted=27.102477, expected=28.000000 predicted=27.815810, expected=20.000000 predicted=31.923290, expected=36.000000 predicted=27.152638, expected=32.000000 predicted=29.747827, expected=52.000000 predicted=33.534274, expected=48.000000 predicted=38.542613, expected=44.000000 predicted=38.435610, expected=36.000000 predicted=39.888031, expected=32.000000 predicted=37.473884, expected=28.000000 predicted=38.399274, expected=8.000000 predicted=29.717383, expected=24.000000 predicted=27.330101, expected=8.000000 predicted=21.519871, expected=4.000000 predicted=15.931658, expected=44.000000 predicted=22.465719, expected=16.000000 predicted=18.656853, expected=24.000000 predicted=21.231643, expected=32.000000 predicted=21.113075, expected=40.000000 predicted=26.701724, expected=48.000000 predicted=38.257620, expected=20.000000 predicted=28.583114, expected=4.000000 predicted=22.552788, expected=24.000000 predicted=24.625657, expected=28.000000 predicted=28.285200, expected=36.000000 predicted=31.183561, expected=36.000000 predicted=27.116498, expected=20.000000 predicted=22.540733, expected=16.000000 predicted=23.651582, expected=32.000000 predicted=27.013465, expected=36.000000 predicted=31.412724, expected=16.000000 predicted=26.701719, expected=20.000000 predicted=21.463800, expected=44.000000 predicted=27.548311, expected=24.000000 predicted=29.856351, expected=16.000000 predicted=25.547433, expected=36.000000 predicted=24.949622, expected=28.000000 predicted=27.609602, expected=28.000000 predicted=30.937507, expected=36.000000 predicted=28.589472, expected=20.000000 predicted=25.502627, expected=28.000000 predicted=28.939893, expected=12.000000 predicted=23.292665, expected=28.000000 predicted=24.698789, expected=24.000000 predicted=25.871115, expected=40.000000 predicted=27.127707, expected=24.000000 predicted=27.173628, expected=28.000000 predicted=24.536047, expected=4.000000 predicted=21.561919, expected=16.000000 predicted=19.653681, expected=20.000000 predicted=22.718076, expected=12.000000 Test MSE: 259.114
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582])] predicted=55.927246, expected=68.000000 predicted=56.811712, expected=36.000000 predicted=46.631075, expected=20.000000 predicted=31.871209, expected=60.000000 predicted=54.708983, expected=56.000000 predicted=48.756004, expected=88.000000 predicted=78.688558, expected=196.000000 predicted=131.336588, expected=128.000000 predicted=106.120892, expected=64.000000 predicted=86.498219, expected=124.000000 predicted=97.555931, expected=68.000000 predicted=73.423250, expected=52.000000 predicted=100.218896, expected=104.000000 predicted=101.081826, expected=168.000000 predicted=120.959886, expected=168.000000 predicted=155.275721, expected=52.000000 predicted=83.545429, expected=72.000000 predicted=72.042650, expected=64.000000 predicted=68.195056, expected=72.000000 predicted=94.878301, expected=80.000000 predicted=103.332007, expected=136.000000 predicted=102.075356, expected=156.000000 predicted=126.586857, expected=96.000000 predicted=100.477330, expected=84.000000 predicted=89.750935, expected=120.000000 predicted=100.073874, expected=112.000000 predicted=115.063484, expected=184.000000 predicted=165.832217, expected=192.000000 predicted=160.527908, expected=212.000000 predicted=176.464376, expected=60.000000 predicted=106.299975, expected=72.000000 predicted=91.315118, expected=104.000000 predicted=112.106078, expected=72.000000 predicted=104.772271, expected=64.000000 predicted=111.942595, expected=156.000000 predicted=112.422207, expected=128.000000 predicted=110.011397, expected=84.000000 predicted=104.677952, expected=64.000000 predicted=74.354242, expected=116.000000 predicted=89.244169, expected=84.000000 predicted=104.125466, expected=148.000000 predicted=135.632389, expected=212.000000 predicted=161.301263, expected=188.000000 predicted=156.080682, expected=76.000000 predicted=114.998635, expected=44.000000 predicted=68.113217, expected=104.000000 predicted=100.471635, expected=92.000000 predicted=118.562968, expected=116.000000 predicted=136.025279, expected=108.000000 predicted=100.762654, expected=80.000000 predicted=75.801071, expected=100.000000 predicted=99.995170, expected=76.000000 predicted=81.502211, expected=108.000000 predicted=106.378489, expected=72.000000 predicted=86.080432, expected=108.000000 predicted=96.874991, expected=136.000000 predicted=118.157037, expected=96.000000 predicted=96.224271, expected=60.000000 predicted=85.503563, expected=56.000000 predicted=62.088471, expected=144.000000 predicted=115.241580, expected=108.000000 predicted=115.307265, expected=84.000000 predicted=98.767567, expected=108.000000 predicted=93.298283, expected=72.000000 predicted=69.263806, expected=56.000000 predicted=86.562581, expected=72.000000 predicted=79.443928, expected=80.000000 predicted=76.382449, expected=72.000000 predicted=83.488765, expected=104.000000 predicted=91.054514, expected=156.000000 predicted=116.600720, expected=112.000000 predicted=106.601558, expected=72.000000 predicted=88.243756, expected=96.000000 predicted=87.131071, expected=112.000000 predicted=101.399247, expected=104.000000 predicted=119.113559, expected=124.000000 predicted=119.752059, expected=164.000000 predicted=130.027434, expected=100.000000 predicted=108.254522, expected=132.000000 predicted=128.109249, expected=112.000000 predicted=109.229133, expected=120.000000 predicted=120.279924, expected=96.000000 predicted=119.489058, expected=168.000000 predicted=137.386649, expected=172.000000 predicted=154.702827, expected=104.000000 predicted=120.990842, expected=132.000000 predicted=131.508564, expected=92.000000 predicted=94.505363, expected=92.000000 predicted=115.137541, expected=80.000000 predicted=107.427314, expected=152.000000 predicted=125.031076, expected=96.000000 predicted=111.064527, expected=72.000000 predicted=89.019567, expected=96.000000 predicted=92.164782, expected=100.000000 predicted=88.246622, expected=164.000000 predicted=149.928372, expected=128.000000 predicted=122.453180, expected=176.000000 predicted=144.200568, expected=120.000000 predicted=120.710828, expected=132.000000 predicted=125.496808, expected=36.000000 predicted=87.653380, expected=72.000000 predicted=85.756105, expected=96.000000 predicted=107.970160, expected=16.000000 predicted=56.028525, expected=108.000000 predicted=106.711743, expected=64.000000 predicted=54.521709, expected=116.000000 predicted=98.858039, expected=44.000000 predicted=70.009412, expected=68.000000 predicted=54.172762, expected=48.000000 predicted=65.453961, expected=48.000000 predicted=51.988295, expected=52.000000 predicted=69.422484, expected=80.000000 predicted=63.660780, expected=96.000000 predicted=83.784959, expected=56.000000 predicted=61.573070, expected=56.000000 predicted=58.145292, expected=92.000000 predicted=72.683159, expected=56.000000 predicted=65.376956, expected=52.000000 predicted=69.412146, expected=88.000000 predicted=72.251212, expected=64.000000 predicted=62.046488, expected=24.000000 predicted=53.753411, expected=52.000000 predicted=50.734134, expected=80.000000 predicted=62.053345, expected=44.000000 predicted=61.057310, expected=72.000000 predicted=69.723103, expected=64.000000 predicted=51.445454, expected=76.000000 predicted=67.506690, expected=40.000000 predicted=57.834733, expected=24.000000 predicted=34.957410, expected=56.000000 predicted=54.319579, expected=32.000000 predicted=40.914864, expected=56.000000 predicted=59.951275, expected=88.000000 predicted=67.186947, expected=108.000000 predicted=78.902061, expected=36.000000 predicted=56.075503, expected=44.000000 predicted=45.970763, expected=44.000000 predicted=43.728274, expected=40.000000 predicted=51.679573, expected=52.000000 predicted=66.463107, expected=44.000000 predicted=42.109248, expected=68.000000 predicted=57.840817, expected=28.000000 predicted=38.205105, expected=24.000000 predicted=32.599273, expected=48.000000 predicted=43.869560, expected=16.000000 predicted=26.146488, expected=48.000000 predicted=51.067782, expected=44.000000 predicted=37.355998, expected=72.000000 predicted=53.922570, expected=24.000000 predicted=38.783641, expected=56.000000 predicted=43.089274, expected=68.000000 predicted=56.725956, expected=28.000000 predicted=38.594582, expected=52.000000 predicted=57.872660, expected=56.000000 predicted=42.916317, expected=144.000000 predicted=102.627148, expected=44.000000 predicted=64.680484, expected=52.000000 predicted=54.825024, expected=68.000000 predicted=58.471379, expected=32.000000 predicted=40.457374, expected=48.000000 predicted=75.845662, expected=56.000000 predicted=48.821433, expected=24.000000 predicted=36.521119, expected=56.000000 predicted=56.663006, expected=52.000000 predicted=43.575514, expected=56.000000 predicted=53.597940, expected=40.000000 predicted=48.251379, expected=60.000000 predicted=47.159434, expected=64.000000 predicted=59.014701, expected=68.000000 predicted=62.864341, expected=20.000000 predicted=39.667621, expected=40.000000 predicted=39.721840, expected=56.000000 predicted=50.511531, expected=20.000000 predicted=36.985766, expected=12.000000 predicted=33.219490, expected=44.000000 predicted=30.536073, expected=72.000000 predicted=53.791667, expected=32.000000 predicted=45.555724, expected=28.000000 predicted=31.790777, expected=24.000000 predicted=20.559443, expected=20.000000 predicted=25.782292, expected=60.000000 predicted=55.927108, expected=60.000000 predicted=49.031510, expected=40.000000 predicted=42.098513, expected=44.000000 predicted=40.505831, expected=84.000000 predicted=57.263194, expected=40.000000 predicted=50.395064, expected=16.000000 predicted=37.905147, expected=52.000000 predicted=42.939642, expected=60.000000 predicted=48.465980, expected=56.000000 predicted=64.954657, expected=100.000000 predicted=77.207987, expected=72.000000 predicted=58.445769, expected=128.000000 predicted=100.323635, expected=56.000000 predicted=67.097898, expected=124.000000 predicted=98.658321, expected=84.000000 predicted=90.283960, expected=96.000000 predicted=90.029461, expected=92.000000 predicted=103.097906, expected=40.000000 predicted=53.375634, expected=88.000000 predicted=92.945704, expected=92.000000 predicted=83.063820, expected=48.000000 predicted=69.790129, expected=132.000000 predicted=110.143419, expected=136.000000 predicted=100.583376, expected=148.000000 predicted=131.326477, expected=496.000000 predicted=322.340720, expected=244.000000 predicted=215.837589, expected=540.000000 predicted=401.496567, expected=356.000000 predicted=322.440574, expected=284.000000 predicted=280.346749, expected=244.000000 predicted=325.234074, expected=320.000000 predicted=273.968414, expected=432.000000 predicted=429.732358, expected=512.000000 predicted=451.761891, expected=532.000000 predicted=466.314107, expected=192.000000 predicted=281.551786, expected=48.000000 predicted=167.012766, expected=96.000000 predicted=173.312575, expected=148.000000 predicted=230.541544, expected=308.000000 predicted=345.643266, expected=276.000000 predicted=254.929893, expected=76.000000 predicted=111.272562, expected=68.000000 predicted=85.542492, expected=64.000000 predicted=83.551197, expected=60.000000 predicted=130.640575, expected=60.000000 predicted=119.600845, expected=72.000000 predicted=70.772117, expected=48.000000 predicted=57.294033, expected=112.000000 predicted=88.561157, expected=60.000000 predicted=65.852960, expected=32.000000 predicted=49.147696, expected=36.000000 predicted=44.829547, expected=48.000000 predicted=44.993103, expected=64.000000 predicted=73.693461, expected=52.000000 predicted=55.846907, expected=80.000000 predicted=62.661028, expected=64.000000 predicted=57.567395, expected=44.000000 predicted=50.339717, expected=76.000000 predicted=67.244925, expected=72.000000 predicted=65.244123, expected=40.000000 predicted=57.923341, expected=56.000000 predicted=56.552054, expected=80.000000 predicted=64.105154, expected=64.000000 predicted=69.557297, expected=32.000000 predicted=50.169117, expected=64.000000 predicted=52.607129, expected=56.000000 predicted=55.069660, expected=28.000000 predicted=48.658361, expected=52.000000 predicted=51.867351, expected=60.000000 predicted=48.916109, expected=32.000000 predicted=46.174979, expected=24.000000 predicted=35.690324, expected=28.000000 predicted=26.822339, expected=64.000000 predicted=53.660196, expected=36.000000 predicted=45.961266, expected=84.000000 predicted=63.200423, expected=32.000000 predicted=36.198314, expected=68.000000 predicted=54.259825, expected=44.000000 predicted=50.637378, expected=68.000000 predicted=57.000526, expected=36.000000 predicted=53.156466, expected=16.000000 predicted=26.295223, expected=32.000000 predicted=38.881621, expected=64.000000 predicted=51.285954, expected=64.000000 predicted=63.887638, expected=44.000000 predicted=46.249537, expected=52.000000 predicted=41.575277, expected=68.000000 predicted=54.275292, expected=36.000000 predicted=48.999675, expected=48.000000 predicted=52.077897, expected=68.000000 predicted=56.241301, expected=72.000000 predicted=65.139891, expected=48.000000 predicted=58.170039, expected=40.000000 predicted=41.637446, expected=56.000000 predicted=50.604665, expected=12.000000 predicted=34.448962, expected=36.000000 predicted=43.914209, expected=64.000000 predicted=51.988425, expected=48.000000 predicted=48.017161, expected=16.000000 predicted=34.275957, expected=52.000000 predicted=35.483984, expected=52.000000 predicted=44.951162, expected=24.000000 predicted=41.024972, expected=36.000000 predicted=38.348100, expected=84.000000 predicted=55.113296, expected=40.000000 predicted=49.289921, expected=40.000000 predicted=46.715443, expected=40.000000 predicted=34.403729, expected=52.000000 predicted=45.373413, expected=24.000000 predicted=44.930794, expected=44.000000 predicted=40.859341, expected=56.000000 predicted=47.583312, expected=36.000000 predicted=40.657464, expected=32.000000 predicted=39.473674, expected=32.000000 predicted=29.425593, expected=36.000000 predicted=37.270457, expected=28.000000 predicted=36.852789, expected=56.000000 predicted=45.763919, expected=64.000000 predicted=52.062429, expected=16.000000 predicted=29.543039, expected=20.000000 predicted=26.227201, expected=44.000000 predicted=33.643264, expected=32.000000 predicted=39.581829, expected=44.000000 predicted=48.398906, expected=76.000000 predicted=52.645148, expected=52.000000 predicted=46.308944, expected=24.000000 predicted=36.691195, expected=24.000000 predicted=26.944231, expected=28.000000 predicted=30.834053, expected=36.000000 predicted=45.187283, expected=24.000000 predicted=33.487381, expected=80.000000 predicted=55.032468, expected=60.000000 predicted=50.600017, expected=56.000000 predicted=51.516866, expected=8.000000 predicted=24.216913, expected=36.000000 predicted=29.798515, expected=40.000000 predicted=47.491550, expected=28.000000 predicted=39.407071, expected=56.000000 predicted=51.462936, expected=56.000000 predicted=41.029711, expected=48.000000 predicted=46.860505, expected=16.000000 predicted=28.864500, expected=16.000000 predicted=20.649047, expected=28.000000 predicted=32.543878, expected=16.000000 predicted=28.455553, expected=56.000000 predicted=47.228276, expected=36.000000 predicted=31.775127, expected=72.000000 predicted=51.955638, expected=56.000000 predicted=48.904210, expected=64.000000 predicted=51.063628, expected=36.000000 predicted=45.841184, expected=64.000000 predicted=52.711240, expected=40.000000 predicted=51.061798, expected=48.000000 predicted=50.581804, expected=92.000000 predicted=75.119174, expected=24.000000 predicted=37.866895, expected=16.000000 predicted=35.226002, expected=60.000000 predicted=44.931587, expected=52.000000 predicted=49.829702, expected=8.000000 predicted=40.727533, expected=32.000000 predicted=27.389902, expected=64.000000 predicted=42.407316, expected=60.000000 predicted=59.574882, expected=52.000000 predicted=54.499215, expected=68.000000 predicted=48.902059, expected=20.000000 predicted=31.108428, expected=88.000000 predicted=71.630968, expected=104.000000 predicted=84.156142, expected=80.000000 predicted=77.651227, expected=16.000000 predicted=43.923046, expected=32.000000 predicted=28.535295, expected=40.000000 predicted=49.191640, expected=48.000000 predicted=61.703563, expected=44.000000 predicted=54.326201, expected=64.000000 predicted=47.491111, expected=104.000000 predicted=75.677173, expected=68.000000 predicted=65.358673, expected=48.000000 predicted=54.647969, expected=52.000000 predicted=49.314174, expected=60.000000 predicted=58.848349, expected=44.000000 predicted=63.010852, expected=104.000000 predicted=84.034609, expected=52.000000 predicted=56.974863, expected=28.000000 predicted=43.264258, expected=56.000000 predicted=51.969701, expected=96.000000 predicted=72.088907, expected=92.000000 predicted=94.486967, expected=112.000000 predicted=93.080733, expected=116.000000 predicted=90.074027, expected=104.000000 predicted=93.406411, expected=76.000000 predicted=87.527152, expected=144.000000 predicted=118.423594, expected=60.000000 predicted=85.633258, expected=28.000000 predicted=64.310475, expected=44.000000 predicted=57.313203, expected=76.000000 predicted=68.163567, expected=48.000000 predicted=78.104691, expected=24.000000 predicted=40.618257, expected=32.000000 predicted=30.115999, expected=48.000000 predicted=42.775658, expected=28.000000 predicted=43.997869, expected=36.000000 predicted=39.230803, expected=64.000000 predicted=46.928971, expected=60.000000 predicted=51.613136, expected=32.000000 predicted=42.445691, expected=36.000000 predicted=34.573225, expected=60.000000 predicted=48.032019, expected=76.000000 predicted=68.370258, expected=68.000000 predicted=66.955841, expected=112.000000 predicted=82.883511, expected=76.000000 predicted=69.200898, expected=28.000000 predicted=48.686782, expected=80.000000 predicted=71.224929, expected=36.000000 predicted=48.744203, expected=44.000000 predicted=64.651750, expected=32.000000 predicted=44.883280, expected=64.000000 predicted=48.843117, expected=64.000000 predicted=66.292663, expected=32.000000 predicted=39.736869, expected=60.000000 predicted=52.265689, expected=40.000000 predicted=39.180654, expected=48.000000 Test MSE: 2075.468
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543])] predicted=25.079895, expected=48.000000 predicted=34.928519, expected=40.000000 predicted=38.794494, expected=28.000000 predicted=31.211418, expected=24.000000 predicted=25.338900, expected=8.000000 predicted=20.253182, expected=24.000000 predicted=26.230082, expected=8.000000 predicted=18.976934, expected=28.000000 predicted=21.740981, expected=48.000000 predicted=32.131357, expected=36.000000 predicted=31.357606, expected=8.000000 predicted=17.685765, expected=44.000000 predicted=30.469576, expected=12.000000 predicted=27.705030, expected=16.000000 predicted=22.089487, expected=108.000000 predicted=57.959825, expected=136.000000 predicted=90.142864, expected=32.000000 predicted=50.836624, expected=44.000000 predicted=42.006166, expected=16.000000 predicted=44.911346, expected=8.000000 predicted=44.815757, expected=4.000000 predicted=28.424102, expected=32.000000 predicted=26.645623, expected=40.000000 predicted=32.135992, expected=40.000000 predicted=29.623576, expected=16.000000 predicted=19.542409, expected=28.000000 predicted=24.599536, expected=40.000000 predicted=36.015980, expected=36.000000 predicted=36.184508, expected=72.000000 predicted=49.180292, expected=72.000000 predicted=55.283618, expected=80.000000 predicted=63.184096, expected=32.000000 predicted=46.537964, expected=12.000000 predicted=33.656881, expected=44.000000 predicted=48.024904, expected=24.000000 predicted=42.108372, expected=16.000000 predicted=28.454897, expected=36.000000 predicted=28.521747, expected=44.000000 predicted=36.229914, expected=8.000000 predicted=22.920245, expected=16.000000 predicted=17.954730, expected=20.000000 predicted=22.215520, expected=24.000000 predicted=26.247329, expected=36.000000 predicted=28.960294, expected=16.000000 predicted=19.141703, expected=32.000000 predicted=24.994077, expected=12.000000 predicted=20.107489, expected=28.000000 predicted=25.065074, expected=32.000000 predicted=28.779980, expected=36.000000 predicted=30.277987, expected=24.000000 predicted=26.045597, expected=44.000000 predicted=32.961761, expected=16.000000 predicted=26.562281, expected=8.000000 predicted=18.860017, expected=48.000000 predicted=34.379377, expected=40.000000 predicted=37.152412, expected=24.000000 predicted=28.179673, expected=36.000000 predicted=28.318156, expected=40.000000 predicted=35.675972, expected=32.000000 predicted=36.271060, expected=52.000000 predicted=41.448628, expected=16.000000 predicted=28.599779, expected=12.000000 predicted=22.717476, expected=36.000000 predicted=31.951342, expected=32.000000 predicted=33.660549, expected=36.000000 predicted=32.976086, expected=36.000000 predicted=29.876980, expected=24.000000 predicted=27.307548, expected=20.000000 predicted=26.221322, expected=72.000000 predicted=48.125650, expected=40.000000 predicted=42.747937, expected=84.000000 predicted=56.659946, expected=24.000000 predicted=38.408171, expected=40.000000 predicted=40.620729, expected=40.000000 predicted=46.695787, expected=12.000000 predicted=33.136372, expected=32.000000 predicted=34.732421, expected=44.000000 predicted=37.112799, expected=44.000000 predicted=40.440482, expected=20.000000 predicted=27.623129, expected=56.000000 predicted=38.930477, expected=32.000000 predicted=38.507431, expected=24.000000 predicted=32.028949, expected=28.000000 predicted=30.260094, expected=56.000000 predicted=43.208778, expected=40.000000 predicted=42.464977, expected=36.000000 predicted=34.849690, expected=24.000000 predicted=29.597000, expected=16.000000 predicted=27.081652, expected=12.000000 predicted=24.592757, expected=16.000000 predicted=21.763725, expected=28.000000 predicted=24.866338, expected=64.000000 predicted=40.076754, expected=20.000000 predicted=26.494389, expected=20.000000 predicted=20.641055, expected=12.000000 predicted=20.022136, expected=36.000000 predicted=32.748790, expected=32.000000 predicted=33.807544, expected=32.000000 predicted=27.501788, expected=56.000000 predicted=38.387996, expected=36.000000 predicted=36.062697, expected=8.000000 predicted=23.761856, expected=4.000000 predicted=17.164179, expected=24.000000 predicted=26.117299, expected=44.000000 predicted=36.943229, expected=40.000000 predicted=32.638543, expected=16.000000 predicted=19.134596, expected=4.000000 predicted=13.062628, expected=12.000000 predicted=18.807253, expected=8.000000 predicted=18.490553, expected=32.000000 predicted=23.854902, expected=28.000000 predicted=21.849494, expected=16.000000 predicted=15.956632, expected=40.000000 predicted=26.373835, expected=4.000000 predicted=17.077742, expected=8.000000 predicted=15.113878, expected=16.000000 predicted=17.335484, expected=44.000000 predicted=30.532283, expected=20.000000 predicted=23.812549, expected=64.000000 predicted=35.875821, expected=44.000000 predicted=37.909206, expected=8.000000 predicted=23.548820, expected=24.000000 predicted=26.840346, expected=8.000000 predicted=22.779709, expected=40.000000 predicted=35.483916, expected=68.000000 predicted=46.068351, expected=24.000000 predicted=29.243566, expected=64.000000 predicted=41.732448, expected=16.000000 predicted=30.733413, expected=4.000000 predicted=24.202248, expected=8.000000 predicted=21.693636, expected=36.000000 predicted=30.871351, expected=20.000000 predicted=27.272126, expected=28.000000 predicted=20.453212, expected=20.000000 predicted=18.390035, expected=12.000000 predicted=17.387798, expected=16.000000 predicted=19.584574, expected=8.000000 predicted=14.901793, expected=20.000000 predicted=18.310474, expected=28.000000 predicted=21.615803, expected=56.000000 predicted=34.652017, expected=36.000000 predicted=31.533601, expected=12.000000 predicted=19.484866, expected=8.000000 predicted=17.214914, expected=56.000000 predicted=40.525586, expected=24.000000 predicted=34.810036, expected=36.000000 predicted=29.407785, expected=32.000000 predicted=27.627896, expected=32.000000 predicted=31.604988, expected=20.000000 predicted=29.464178, expected=28.000000 predicted=27.515853, expected=12.000000 predicted=22.783641, expected=8.000000 predicted=17.083501, expected=52.000000 predicted=33.605469, expected=24.000000 predicted=27.691812, expected=52.000000 predicted=34.995270, expected=32.000000 predicted=30.295481, expected=4.000000 predicted=19.603500, expected=40.000000 predicted=33.279275, expected=12.000000 predicted=25.605815, expected=56.000000 predicted=40.108405, expected=24.000000 predicted=28.684689, expected=32.000000 predicted=27.373540, expected=4.000000 predicted=19.485231, expected=8.000000 predicted=16.703138, expected=16.000000 predicted=21.986181, expected=12.000000 predicted=16.806501, expected=64.000000 predicted=35.719083, expected=12.000000 predicted=20.361683, expected=8.000000 predicted=12.104095, expected=32.000000 predicted=23.254491, expected=8.000000 predicted=21.867484, expected=12.000000 predicted=19.263197, expected=20.000000 predicted=15.709826, expected=40.000000 predicted=27.564098, expected=36.000000 predicted=29.997670, expected=20.000000 predicted=20.813810, expected=24.000000 predicted=22.292271, expected=28.000000 predicted=28.093264, expected=108.000000 predicted=64.327587, expected=316.000000 predicted=175.799269, expected=52.000000 predicted=90.564679, expected=32.000000 predicted=51.555194, expected=52.000000 predicted=72.419488, expected=20.000000 predicted=91.711255, expected=28.000000 predicted=81.415976, expected=12.000000 predicted=25.782751, expected=36.000000 predicted=32.709343, expected=76.000000 predicted=51.314563, expected=20.000000 predicted=30.512179, expected=28.000000 predicted=27.908339, expected=36.000000 predicted=32.713146, expected=32.000000 predicted=39.018151, expected=76.000000 predicted=55.292604, expected=48.000000 predicted=43.767439, expected=92.000000 predicted=63.562025, expected=96.000000 predicted=73.359472, expected=124.000000 predicted=94.193502, expected=136.000000 predicted=108.196149, expected=92.000000 predicted=95.937947, expected=160.000000 predicted=127.397409, expected=196.000000 predicted=157.255446, expected=100.000000 predicted=127.908470, expected=108.000000 predicted=117.483728, expected=68.000000 predicted=100.830583, expected=104.000000 predicted=120.208267, expected=128.000000 predicted=123.060748, expected=92.000000 predicted=101.031434, expected=4.000000 predicted=54.055308, expected=24.000000 predicted=49.696712, expected=16.000000 predicted=48.716190, expected=36.000000 predicted=49.892757, expected=20.000000 predicted=27.779183, expected=12.000000 predicted=16.129474, expected=12.000000 predicted=15.817653, expected=16.000000 predicted=18.521539, expected=16.000000 predicted=18.273873, expected=4.000000 predicted=10.070527, expected=4.000000 predicted=7.592582, expected=8.000000 predicted=9.236290, expected=4.000000 predicted=7.769731, expected=28.000000 predicted=16.440402, expected=4.000000 predicted=7.877305, expected=8.000000 predicted=8.045644, expected=4.000000 predicted=6.365317, expected=16.000000 predicted=13.525810, expected=8.000000 predicted=10.430768, expected=8.000000 predicted=7.838434, expected=52.000000 predicted=27.789535, expected=8.000000 predicted=15.633789, expected=12.000000 predicted=13.676555, expected=8.000000 predicted=11.093123, expected=8.000000 predicted=15.311501, expected=8.000000 predicted=12.926974, expected=12.000000 predicted=10.412479, expected=16.000000 predicted=12.637016, expected=16.000000 predicted=13.101738, expected=16.000000 predicted=13.605923, expected=12.000000 predicted=12.660480, expected=12.000000 predicted=13.112709, expected=4.000000 predicted=9.637704, expected=28.000000 predicted=19.055944, expected=20.000000 predicted=17.958512, expected=24.000000 predicted=19.291552, expected=20.000000 predicted=17.639870, expected=4.000000 predicted=12.567087, expected=8.000000 predicted=13.156061, expected=40.000000 predicted=26.744228, expected=4.000000 predicted=14.544498, expected=12.000000 predicted=12.036819, expected=20.000000 predicted=15.105980, expected=24.000000 predicted=22.216277, expected=16.000000 predicted=17.962433, expected=16.000000 predicted=14.825550, expected=16.000000 predicted=16.643416, expected=12.000000 predicted=15.880115, expected=4.000000 predicted=10.800108, expected=4.000000 predicted=8.413123, expected=12.000000 predicted=11.245387, expected=12.000000 predicted=11.382254, expected=12.000000 predicted=10.231698, expected=48.000000 predicted=26.122841, expected=8.000000 predicted=14.869409, expected=8.000000 predicted=12.078506, expected=12.000000 predicted=13.129911, expected=8.000000 predicted=15.388614, expected=12.000000 predicted=14.430086, expected=4.000000 predicted=6.997431, expected=8.000000 predicted=8.259087, expected=12.000000 predicted=10.146824, expected=4.000000 predicted=7.179050, expected=20.000000 predicted=12.838920, expected=40.000000 predicted=23.791152, expected=4.000000 predicted=12.357132, expected=12.000000 predicted=11.914613, expected=12.000000 predicted=13.386651, expected=20.000000 predicted=20.459868, expected=16.000000 predicted=16.794266, expected=28.000000 predicted=19.497323, expected=24.000000 predicted=20.597783, expected=20.000000 predicted=20.070092, expected=12.000000 predicted=16.487127, expected=8.000000 predicted=14.397516, expected=28.000000 predicted=22.695745, expected=16.000000 predicted=18.546592, expected=20.000000 predicted=17.981967, expected=4.000000 predicted=10.163888, expected=12.000000 predicted=13.636803, expected=4.000000 predicted=10.648771, expected=8.000000 predicted=10.174898, expected=12.000000 predicted=10.391393, expected=12.000000 predicted=10.348087, expected=24.000000 predicted=15.880917, expected=12.000000 predicted=12.314619, expected=12.000000 predicted=12.378118, expected=12.000000 predicted=12.659234, expected=8.000000 predicted=12.074537, expected=12.000000 predicted=12.664828, expected=12.000000 predicted=11.686953, expected=28.000000 predicted=18.957117, expected=12.000000 predicted=13.812481, expected=16.000000 predicted=14.462067, expected=24.000000 predicted=18.918360, expected=4.000000 predicted=13.056875, expected=20.000000 predicted=17.164603, expected=24.000000 predicted=19.366113, expected=24.000000 predicted=21.700680, expected=8.000000 predicted=13.380402, expected=12.000000 predicted=13.285162, expected=4.000000 predicted=11.557591, expected=32.000000 predicted=22.734003, expected=32.000000 predicted=24.196169, expected=8.000000 predicted=13.774488, expected=16.000000 predicted=14.443336, expected=8.000000 predicted=13.968529, expected=12.000000 predicted=16.802674, expected=28.000000 predicted=20.677083, expected=16.000000 predicted=16.215343, expected=20.000000 predicted=17.122021, expected=4.000000 predicted=10.360956, expected=24.000000 predicted=19.487025, expected=16.000000 predicted=17.921456, expected=36.000000 predicted=25.478377, expected=16.000000 predicted=18.074796, expected=12.000000 predicted=15.539782, expected=8.000000 predicted=13.804074, expected=8.000000 predicted=14.067713, expected=12.000000 predicted=14.358576, expected=20.000000 predicted=15.498847, expected=40.000000 predicted=24.934528, expected=20.000000 predicted=19.388457, expected=4.000000 predicted=11.572362, expected=4.000000 predicted=10.583068, expected=4.000000 predicted=12.417155, expected=8.000000 predicted=12.310963, expected=8.000000 predicted=8.143786, expected=20.000000 predicted=12.046145, expected=8.000000 predicted=8.735470, expected=8.000000 predicted=8.345108, expected=12.000000 predicted=10.447747, expected=20.000000 predicted=15.898351, expected=20.000000 predicted=16.827771, expected=16.000000 predicted=14.477761, expected=12.000000 predicted=13.158263, expected=24.000000 predicted=19.387330, expected=24.000000 predicted=21.626039, expected=12.000000 predicted=16.185466, expected=20.000000 predicted=17.537163, expected=16.000000 predicted=17.619722, expected=24.000000 predicted=21.793012, expected=12.000000 predicted=15.898607, expected=20.000000 predicted=17.909106, expected=12.000000 predicted=15.433595, expected=20.000000 predicted=18.481219, expected=4.000000 predicted=11.416097, expected=12.000000 predicted=12.555533, expected=4.000000 predicted=9.181954, expected=12.000000 predicted=11.535149, expected=8.000000 predicted=9.239561, expected=20.000000 predicted=13.583132, expected=24.000000 predicted=17.061522, expected=32.000000 predicted=22.256168, expected=32.000000 predicted=24.735660, expected=20.000000 predicted=21.578557, expected=24.000000 predicted=23.946645, expected=16.000000 predicted=21.867737, expected=8.000000 predicted=17.483096, expected=24.000000 predicted=21.215131, expected=20.000000 predicted=20.196926, expected=36.000000 predicted=26.574902, expected=20.000000 predicted=20.363346, expected=20.000000 predicted=20.382001, expected=4.000000 predicted=14.172730, expected=8.000000 predicted=14.640386, expected=8.000000 Test MSE: 624.779
[array([12.89996944]), array([79.22442274]), array([69.42226475]), array([11.23434047]), array([13.60673297]), array([30.86079457]), array([48.9027257]), array([20.90200623]), array([5.99615384]), array([16.27969273]), array([12.83472019]), array([18.25420688]), array([45.78824781]), array([113.30774168]), array([10.78900031]), array([21.96218732]), array([35.61660315]), array([59.72443704]), array([43.48721448]), array([20.24562692]), array([81.14527312]), array([15.38737986]), array([45.93285743]), array([21.17687226]), array([102.10031116]), array([28.66655329]), array([17.72680219]), array([20.53709897]), array([23.07890171]), array([37.07561503]), array([66.19461295]), array([92.38020993]), array([27.07631301]), array([24.60810832]), array([12.7035931]), array([11.52701792]), array([50.63933959]), array([117.35326265]), array([61.57080217]), array([13.86248682]), array([40.02723933]), array([32.38984016]), array([5.43223145]), array([31.1489864]), array([10.69662061]), array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586])] predicted=34.797506, expected=36.000000 predicted=27.418173, expected=28.000000 predicted=36.463624, expected=20.000000 predicted=36.797554, expected=20.000000 predicted=21.287646, expected=72.000000 predicted=52.603689, expected=56.000000 predicted=40.500816, expected=28.000000 predicted=31.098861, expected=8.000000 predicted=22.548003, expected=32.000000 predicted=27.640075, expected=36.000000 predicted=46.505627, expected=80.000000 predicted=64.273510, expected=76.000000 predicted=50.763718, expected=36.000000 predicted=26.184480, expected=32.000000 predicted=41.176117, expected=28.000000 predicted=33.070687, expected=24.000000 predicted=46.725300, expected=60.000000 predicted=65.235111, expected=48.000000 predicted=38.302285, expected=36.000000 predicted=35.695913, expected=40.000000 predicted=38.979767, expected=28.000000 predicted=26.003735, expected=252.000000 predicted=153.609264, expected=20.000000 predicted=25.015655, expected=20.000000 predicted=53.487641, expected=56.000000 predicted=68.217403, expected=124.000000 predicted=53.409797, expected=32.000000 predicted=126.389235, expected=36.000000 predicted=43.268467, expected=12.000000 predicted=29.435500, expected=20.000000 predicted=33.086532, expected=28.000000 predicted=66.743942, expected=52.000000 predicted=37.072086, expected=52.000000 predicted=40.694001, expected=28.000000 predicted=23.341284, expected=16.000000 predicted=25.222586, expected=24.000000 predicted=28.899092, expected=4.000000 predicted=24.518336, expected=16.000000 predicted=31.440538, expected=36.000000 predicted=29.734219, expected=108.000000 predicted=54.956950, expected=48.000000 predicted=31.902591, expected=28.000000 predicted=27.476165, expected=36.000000 predicted=39.553733, expected=40.000000 predicted=34.848921, expected=12.000000 predicted=52.501029, expected=32.000000 predicted=41.225169, expected=36.000000 predicted=30.974370, expected=32.000000 predicted=30.231442, expected=32.000000 predicted=36.834629, expected=32.000000 predicted=24.485106, expected=36.000000 predicted=33.653661, expected=32.000000 predicted=33.457002, expected=56.000000 predicted=43.465592, expected=16.000000 predicted=24.071141, expected=12.000000 predicted=26.097637, expected=24.000000 predicted=32.645408, expected=12.000000 predicted=17.600293, expected=16.000000 predicted=32.717115, expected=52.000000 predicted=33.336444, expected=28.000000 predicted=16.995315, expected=44.000000 predicted=35.551910, expected=20.000000 predicted=21.053303, expected=8.000000 predicted=14.846850, expected=32.000000 predicted=41.898691, expected=40.000000 predicted=29.184427, expected=40.000000 predicted=37.520279, expected=48.000000 predicted=36.214492, expected=40.000000 predicted=27.117812, expected=32.000000 predicted=34.045561, expected=20.000000 predicted=32.421994, expected=20.000000 predicted=30.634089, expected=32.000000 predicted=37.401821, expected=32.000000 predicted=32.354634, expected=76.000000 predicted=51.168692, expected=32.000000 predicted=25.655433, expected=40.000000 predicted=35.526496, expected=32.000000 predicted=37.643330, expected=16.000000 predicted=23.330269, expected=24.000000 predicted=48.092238, expected=16.000000 predicted=22.984970, expected=48.000000 predicted=40.297191, expected=16.000000 predicted=22.060704, expected=20.000000 predicted=20.830318, expected=24.000000 predicted=26.957695, expected=32.000000 predicted=21.707548, expected=32.000000 predicted=36.811399, expected=56.000000 predicted=36.025045, expected=40.000000 predicted=30.148539, expected=16.000000 predicted=23.741557, expected=16.000000 predicted=29.575621, expected=24.000000 predicted=27.288663, expected=24.000000 predicted=34.202853, expected=16.000000 predicted=26.150235, expected=28.000000 predicted=23.379623, expected=36.000000 predicted=25.207410, expected=12.000000 predicted=17.348546, expected=36.000000 predicted=32.252825, expected=8.000000 predicted=13.105487, expected=32.000000 predicted=29.007210, expected=24.000000 predicted=29.027274, expected=64.000000 predicted=35.297401, expected=56.000000 predicted=43.561402, expected=24.000000 predicted=19.976527, expected=12.000000 predicted=30.571940, expected=20.000000 predicted=25.046801, expected=24.000000 predicted=37.472025, expected=24.000000 predicted=34.862602, expected=28.000000 predicted=25.890998, expected=16.000000 predicted=15.567310, expected=48.000000 predicted=34.075587, expected=16.000000 predicted=19.054746, expected=44.000000 predicted=34.606737, expected=12.000000 predicted=22.265953, expected=28.000000 predicted=22.813134, expected=64.000000 predicted=53.373960, expected=48.000000 predicted=27.834625, expected=20.000000 predicted=34.549674, expected=24.000000 predicted=27.110932, expected=48.000000 predicted=37.404154, expected=24.000000 predicted=37.316471, expected=16.000000 predicted=32.732850, expected=28.000000 predicted=27.854040, expected=84.000000 predicted=48.974314, expected=32.000000 predicted=33.923862, expected=32.000000 predicted=34.572823, expected=40.000000 predicted=36.727008, expected=28.000000 predicted=25.697226, expected=28.000000 predicted=52.057054, expected=112.000000 predicted=68.930795, expected=108.000000 predicted=61.423596, expected=44.000000 predicted=45.233996, expected=104.000000 predicted=81.976008, expected=52.000000 predicted=43.627126, expected=24.000000 predicted=65.739126, expected=52.000000 predicted=83.400129, expected=76.000000 predicted=53.808794, expected=112.000000 predicted=95.526871, expected=56.000000 predicted=55.228581, expected=28.000000 predicted=39.661293, expected=44.000000 predicted=56.945675, expected=40.000000 predicted=51.858406, expected=32.000000 predicted=63.356815, expected=60.000000 predicted=56.947613, expected=68.000000 predicted=45.957127, expected=28.000000 predicted=36.132289, expected=32.000000 predicted=43.144582, expected=24.000000 predicted=31.415543, expected=12.000000 predicted=32.353780, expected=20.000000 predicted=41.217856, expected=84.000000 predicted=51.273849, expected=92.000000 predicted=53.365813, expected=76.000000 predicted=51.239225, expected=40.000000 predicted=39.441674, expected=16.000000 predicted=29.492316, expected=40.000000 predicted=61.215346, expected=40.000000 predicted=56.681341, expected=68.000000 predicted=64.305880, expected=52.000000 predicted=45.371637, expected=52.000000 predicted=38.336754, expected=32.000000 predicted=40.776468, expected=40.000000 predicted=41.950576, expected=40.000000 predicted=51.484160, expected=40.000000 predicted=43.285029, expected=76.000000 predicted=61.747763, expected=148.000000 predicted=84.956389, expected=76.000000 predicted=55.203301, expected=40.000000 predicted=54.525592, expected=44.000000 predicted=57.996799, expected=24.000000 predicted=46.388235, expected=72.000000 predicted=98.330689, expected=48.000000 predicted=55.466839, expected=56.000000 predicted=48.256089, expected=32.000000 predicted=42.897164, expected=12.000000 predicted=22.509418, expected=16.000000 predicted=43.944392, expected=8.000000 predicted=24.915924, expected=12.000000 predicted=29.235586, expected=72.000000 predicted=47.728263, expected=60.000000 predicted=30.683214, expected=32.000000 predicted=27.139297, expected=24.000000 predicted=27.519540, expected=20.000000 predicted=20.609177, expected=20.000000 predicted=41.027394, expected=32.000000 predicted=41.535421, expected=52.000000 predicted=38.882056, expected=60.000000 predicted=39.909602, expected=28.000000 predicted=26.683652, expected=20.000000 predicted=27.289330, expected=24.000000 predicted=31.074720, expected=16.000000 predicted=30.050554, expected=4.000000 predicted=28.857811, expected=48.000000 predicted=37.021846, expected=40.000000 predicted=25.567719, expected=80.000000 predicted=49.678656, expected=92.000000 predicted=55.475544, expected=32.000000 predicted=23.341864, expected=40.000000 predicted=53.978094, expected=8.000000 predicted=28.807618, expected=60.000000 predicted=63.647688, expected=104.000000 predicted=86.683051, expected=40.000000 predicted=32.322288, expected=20.000000 predicted=41.136566, expected=28.000000 predicted=29.606779, expected=16.000000 predicted=33.204463, expected=12.000000 predicted=50.042413, expected=48.000000 predicted=41.826092, expected=36.000000 predicted=24.495825, expected=20.000000 predicted=24.641795, expected=8.000000 predicted=18.111700, expected=16.000000 predicted=16.418834, expected=12.000000 predicted=25.758227, expected=20.000000 predicted=24.899402, expected=36.000000 predicted=26.525682, expected=60.000000 predicted=32.275826, expected=28.000000 predicted=22.219933, expected=20.000000 predicted=22.572436, expected=32.000000 predicted=30.540226, expected=20.000000 predicted=25.284833, expected=20.000000 predicted=36.919199, expected=48.000000 predicted=37.599359, expected=40.000000 predicted=27.514915, expected=40.000000 predicted=36.130918, expected=64.000000 predicted=44.918031, expected=40.000000 predicted=30.655352, expected=32.000000 predicted=42.123081, expected=12.000000 predicted=30.189922, expected=40.000000 predicted=39.642392, expected=48.000000 predicted=49.416560, expected=28.000000 predicted=31.129695, expected=16.000000 predicted=28.160267, expected=12.000000 predicted=16.700893, expected=24.000000 predicted=29.697326, expected=16.000000 predicted=27.441398, expected=52.000000 predicted=37.885790, expected=76.000000 predicted=43.315216, expected=40.000000 predicted=26.247881, expected=24.000000 predicted=32.352444, expected=44.000000 predicted=36.902569, expected=36.000000 predicted=39.726591, expected=24.000000 predicted=45.691068, expected=64.000000 predicted=52.670810, expected=72.000000 predicted=45.060402, expected=48.000000 predicted=44.700261, expected=28.000000 predicted=39.327499, expected=4.000000 predicted=21.094679, expected=36.000000 predicted=48.067565, expected=40.000000 predicted=47.461656, expected=64.000000 predicted=50.302465, expected=20.000000 predicted=25.598698, expected=32.000000 predicted=25.632956, expected=4.000000 predicted=22.835625, expected=28.000000 predicted=32.093791, expected=92.000000 predicted=70.428094, expected=80.000000 predicted=42.879031, expected=104.000000 predicted=70.235690, expected=44.000000 predicted=34.994488, expected=36.000000 predicted=42.677585, expected=24.000000 predicted=59.957301, expected=24.000000 predicted=47.149042, expected=52.000000 predicted=69.676942, expected=64.000000 predicted=49.062096, expected=20.000000 predicted=27.951245, expected=24.000000 predicted=31.458576, expected=48.000000 predicted=38.435784, expected=24.000000 predicted=32.285144, expected=20.000000 predicted=40.675878, expected=40.000000 predicted=32.796896, expected=84.000000 predicted=50.193284, expected=28.000000 predicted=33.792177, expected=4.000000 predicted=22.693148, expected=32.000000 predicted=33.964564, expected=24.000000 predicted=26.287665, expected=28.000000 predicted=48.145551, expected=68.000000 predicted=47.616800, expected=28.000000 predicted=15.885520, expected=12.000000 predicted=26.522587, expected=20.000000 predicted=28.006994, expected=16.000000 predicted=19.793757, expected=20.000000 predicted=38.173269, expected=36.000000 predicted=30.509927, expected=60.000000 predicted=34.303032, expected=48.000000 predicted=32.969815, expected=48.000000 predicted=36.193778, expected=20.000000 predicted=25.523051, expected=36.000000 predicted=38.642495, expected=4.000000 predicted=29.902294, expected=24.000000 predicted=34.516104, expected=36.000000 predicted=38.613107, expected=20.000000 predicted=17.316788, expected=24.000000 predicted=30.918960, expected=44.000000 predicted=26.329967, expected=16.000000 predicted=18.445212, expected=20.000000 predicted=29.561509, expected=12.000000 predicted=18.376889, expected=44.000000 predicted=31.928754, expected=56.000000 predicted=44.576021, expected=4.000000 predicted=10.826260, expected=24.000000 predicted=29.411150, expected=20.000000 predicted=18.191478, expected=20.000000 predicted=27.030570, expected=16.000000 predicted=33.383481, expected=32.000000 predicted=19.313228, expected=64.000000 predicted=41.178974, expected=36.000000 predicted=26.204066, expected=16.000000 predicted=23.504309, expected=24.000000 predicted=26.745481, expected=20.000000 predicted=24.551231, expected=20.000000 predicted=36.901678, expected=40.000000 predicted=36.269918, expected=52.000000 predicted=32.300419, expected=16.000000 predicted=20.284891, expected=56.000000 predicted=42.649311, expected=28.000000 predicted=24.564063, expected=16.000000 predicted=28.085497, expected=44.000000 predicted=49.035729, expected=48.000000 predicted=29.661572, expected=48.000000 predicted=47.900737, expected=20.000000 predicted=27.620236, expected=24.000000 predicted=25.669309, expected=32.000000 predicted=37.175150, expected=28.000000 predicted=33.834362, expected=28.000000 predicted=36.146077, expected=52.000000 predicted=36.606201, expected=20.000000 predicted=21.463744, expected=8.000000 predicted=23.249071, expected=8.000000 predicted=21.447616, expected=8.000000 predicted=15.892453, expected=28.000000 predicted=34.354757, expected=28.000000 predicted=21.090656, expected=60.000000 predicted=33.428771, expected=20.000000 predicted=15.481028, expected=16.000000 predicted=18.274764, expected=8.000000 predicted=21.949596, expected=8.000000 predicted=16.520892, expected=12.000000 predicted=30.959143, expected=48.000000 predicted=30.953489, expected=4.000000 predicted=7.886478, expected=20.000000 predicted=18.374488, expected=12.000000 predicted=13.169497, expected=8.000000 predicted=8.992349, expected=28.000000 predicted=34.979101, expected=16.000000 predicted=9.306551, expected=24.000000 predicted=21.786767, expected=64.000000 predicted=37.860614, expected=28.000000 predicted=16.780130, expected=16.000000 predicted=26.199896, expected=16.000000 predicted=22.235463, expected=20.000000 predicted=20.990181, expected=20.000000 predicted=36.346570, expected=44.000000 predicted=33.982858, expected=20.000000 predicted=17.465843, expected=12.000000 predicted=17.252834, expected=12.000000 predicted=19.237729, expected=16.000000 predicted=16.989092, expected=4.000000 predicted=20.556800, expected=12.000000 predicted=15.922284, expected=36.000000 predicted=22.691748, expected=56.000000 predicted=30.381647, expected=28.000000 predicted=21.796072, expected=8.000000 predicted=13.481618, expected=8.000000 predicted=16.097045, expected=16.000000 predicted=23.627572, expected=20.000000 predicted=31.660880, expected=28.000000 predicted=25.498540, expected=44.000000 predicted=25.949195, expected=20.000000 predicted=15.103841, expected=8.000000 predicted=16.231055, expected=16.000000 predicted=21.062303, expected=4.000000 predicted=13.961072, expected=16.000000 predicted=26.671634, expected=52.000000 predicted=33.286970, expected=36.000000 predicted=19.165990, expected=44.000000 predicted=32.269286, expected=20.000000 predicted=17.787698, expected=12.000000 predicted=18.031727, expected=12.000000 predicted=31.486318, expected=12.000000 predicted=21.471957, expected=28.000000 predicted=31.923292, expected=28.000000 predicted=21.892960, expected=8.000000 predicted=11.082901, expected=12.000000 predicted=15.547083, expected=20.000000 predicted=16.545074, expected=8.000000 predicted=15.241743, expected=28.000000 predicted=26.914486, expected=44.000000 predicted=24.995944, expected=48.000000 predicted=28.370288, expected=48.000000 predicted=35.534348, expected=36.000000 predicted=26.726565, expected=12.000000 predicted=23.960652, expected=20.000000 predicted=33.756879, expected=12.000000 predicted=27.438115, expected=48.000000 predicted=43.271325, expected=32.000000 predicted=30.117168, expected=20.000000 predicted=18.377400, expected=20.000000 predicted=24.437182, expected=12.000000 predicted=13.589507, expected=4.000000 predicted=23.678973, expected=16.000000 predicted=22.761210, expected=48.000000 predicted=30.732497, expected=40.000000 predicted=26.211335, expected=28.000000 predicted=22.615576, expected=16.000000 predicted=16.556123, expected=64.000000 predicted=41.317610, expected=8.000000 predicted=23.521981, expected=-8.000000 predicted=19.425933, expected=52.000000 predicted=42.848623, expected=28.000000 predicted=15.102842, expected=20.000000 predicted=38.027043, expected=4.000000 predicted=12.823851, expected=8.000000 predicted=4.050354, expected=16.000000 predicted=29.388393, expected=12.000000 predicted=16.618304, expected=16.000000 predicted=17.204179, expected=36.000000 predicted=20.340910, expected=12.000000 predicted=9.645768, expected=8.000000 predicted=14.708062, expected=20.000000 predicted=18.311989, expected=8.000000 predicted=10.278884, expected=40.000000 predicted=35.075131, expected=20.000000 predicted=14.965274, expected=16.000000 predicted=14.304987, expected=12.000000 predicted=18.862132, expected=8.000000 predicted=9.133528, expected=12.000000 predicted=23.404440, expected=20.000000 predicted=18.312189, expected=20.000000 predicted=16.493983, expected=48.000000 predicted=29.306790, expected=12.000000 predicted=10.533686, expected=8.000000 predicted=14.642536, expected=8.000000 predicted=17.031411, expected=20.000000 Test MSE: 572.624
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097])] predicted=10.736070, expected=4.000000 predicted=8.515118, expected=8.000000 predicted=6.523998, expected=4.000000 predicted=6.566469, expected=4.000000 predicted=7.182151, expected=20.000000 predicted=7.832612, expected=20.000000 predicted=10.697168, expected=8.000000 predicted=11.100145, expected=12.000000 predicted=10.488963, expected=8.000000 predicted=10.518754, expected=16.000000 predicted=15.024018, expected=24.000000 predicted=15.615664, expected=16.000000 predicted=14.337945, expected=8.000000 predicted=13.503985, expected=4.000000 predicted=10.950966, expected=4.000000 predicted=11.376255, expected=8.000000 predicted=11.394599, expected=4.000000 predicted=7.726477, expected=4.000000 predicted=5.531293, expected=4.000000 predicted=4.229600, expected=8.000000 predicted=5.567946, expected=12.000000 predicted=7.268006, expected=8.000000 predicted=6.824439, expected=4.000000 predicted=6.284365, expected=12.000000 predicted=7.773836, expected=12.000000 predicted=9.445765, expected=8.000000 predicted=9.870444, expected=4.000000 predicted=7.387775, expected=4.000000 predicted=6.573037, expected=4.000000 predicted=7.212840, expected=8.000000 predicted=7.225460, expected=4.000000 predicted=5.376834, expected=4.000000 predicted=4.701695, expected=20.000000 predicted=8.006493, expected=8.000000 predicted=7.915055, expected=4.000000 predicted=8.341596, expected=8.000000 predicted=6.732401, expected=4.000000 predicted=7.477988, expected=12.000000 predicted=10.544555, expected=16.000000 predicted=9.039602, expected=16.000000 predicted=10.694273, expected=4.000000 predicted=9.257558, expected=4.000000 predicted=8.297401, expected=4.000000 predicted=8.439283, expected=8.000000 predicted=9.443684, expected=8.000000 predicted=7.999582, expected=4.000000 predicted=5.271035, expected=16.000000 predicted=7.811301, expected=8.000000 predicted=7.582806, expected=8.000000 predicted=9.191719, expected=4.000000 predicted=6.896700, expected=8.000000 predicted=7.920554, expected=12.000000 predicted=9.864465, expected=4.000000 predicted=7.351144, expected=24.000000 predicted=11.218928, expected=8.000000 predicted=9.055794, expected=8.000000 predicted=11.336635, expected=12.000000 predicted=10.105491, expected=8.000000 predicted=10.479251, expected=4.000000 predicted=11.111332, expected=8.000000 predicted=7.658797, expected=8.000000 predicted=7.924222, expected=4.000000 predicted=7.615899, expected=16.000000 predicted=8.599561, expected=12.000000 predicted=8.534608, expected=4.000000 predicted=8.862761, expected=16.000000 predicted=9.851270, expected=4.000000 predicted=8.253950, expected=16.000000 predicted=12.804977, expected=24.000000 predicted=12.767215, expected=4.000000 predicted=11.233029, expected=16.000000 predicted=13.702485, expected=12.000000 predicted=10.803534, expected=20.000000 predicted=17.013976, expected=16.000000 predicted=15.423900, expected=12.000000 predicted=13.176125, expected=8.000000 predicted=13.151208, expected=12.000000 predicted=13.059421, expected=4.000000 predicted=11.770595, expected=8.000000 predicted=10.469545, expected=8.000000 predicted=8.299945, expected=4.000000 predicted=7.521123, expected=4.000000 predicted=6.593452, expected=8.000000 predicted=5.820714, expected=8.000000 predicted=6.996850, expected=16.000000 predicted=8.905233, expected=16.000000 predicted=9.544866, expected=4.000000 predicted=8.932773, expected=12.000000 predicted=10.286277, expected=16.000000 predicted=11.533497, expected=16.000000 predicted=14.552847, expected=4.000000 predicted=10.940594, expected=12.000000 predicted=10.208142, expected=4.000000 predicted=9.606162, expected=32.000000 predicted=16.294781, expected=16.000000 predicted=13.901517, expected=4.000000 predicted=12.326586, expected=4.000000 predicted=9.723097, expected=20.000000 predicted=13.355335, expected=24.000000 predicted=18.585202, expected=36.000000 predicted=19.452662, expected=20.000000 predicted=16.729413, expected=4.000000 predicted=15.891302, expected=8.000000 predicted=16.908139, expected=4.000000 predicted=15.737565, expected=4.000000 predicted=14.399010, expected=4.000000 predicted=7.569533, expected=4.000000 predicted=4.673620, expected=4.000000 predicted=4.803161, expected=4.000000 predicted=3.970998, expected=24.000000 predicted=8.857007, expected=4.000000 predicted=6.862331, expected=20.000000 predicted=11.202148, expected=12.000000 predicted=9.536801, expected=12.000000 predicted=13.288747, expected=4.000000 predicted=11.768934, expected=12.000000 predicted=10.468082, expected=20.000000 predicted=14.256261, expected=4.000000 predicted=10.776180, expected=8.000000 predicted=9.828726, expected=4.000000 predicted=7.022272, expected=4.000000 predicted=9.080071, expected=8.000000 predicted=8.484390, expected=8.000000 predicted=6.231210, expected=8.000000 predicted=7.034367, expected=12.000000 predicted=7.434119, expected=8.000000 predicted=7.771602, expected=4.000000 predicted=7.704137, expected=12.000000 predicted=8.604520, expected=24.000000 predicted=12.465649, expected=32.000000 predicted=17.555424, expected=8.000000 predicted=13.728333, expected=8.000000 predicted=12.916476, expected=12.000000 predicted=14.251262, expected=8.000000 predicted=16.102392, expected=4.000000 predicted=12.554771, expected=4.000000 predicted=6.673175, expected=4.000000 predicted=6.416267, expected=4.000000 predicted=6.249350, expected=12.000000 predicted=6.777645, expected=8.000000 predicted=6.147781, expected=4.000000 predicted=5.901720, expected=4.000000 predicted=5.182404, expected=8.000000 predicted=6.625413, expected=20.000000 predicted=10.862966, expected=4.000000 predicted=7.756529, expected=4.000000 predicted=6.940576, expected=24.000000 predicted=10.757606, expected=4.000000 predicted=10.407752, expected=12.000000 predicted=12.607142, expected=8.000000 predicted=7.484204, expected=8.000000 predicted=10.426508, expected=8.000000 predicted=10.719263, expected=4.000000 predicted=6.930069, expected=12.000000 predicted=9.167901, expected=8.000000 predicted=7.875637, expected=20.000000 predicted=11.353972, expected=16.000000 predicted=11.292890, expected=36.000000 predicted=18.153338, expected=4.000000 predicted=14.328569, expected=4.000000 predicted=13.798313, expected=8.000000 predicted=12.492296, expected=12.000000 predicted=14.472629, expected=4.000000 predicted=12.196141, expected=16.000000 predicted=8.555136, expected=12.000000 predicted=9.005257, expected=16.000000 predicted=12.272041, expected=8.000000 predicted=10.609771, expected=4.000000 predicted=9.154066, expected=8.000000 predicted=10.238802, expected=4.000000 predicted=8.459428, expected=4.000000 predicted=7.685774, expected=12.000000 predicted=7.046662, expected=12.000000 predicted=7.835973, expected=12.000000 predicted=9.309987, expected=4.000000 predicted=7.095042, expected=16.000000 predicted=10.186229, expected=4.000000 predicted=9.322667, expected=4.000000 predicted=8.884053, expected=4.000000 predicted=6.457197, expected=12.000000 predicted=7.907663, expected=4.000000 predicted=7.607174, expected=16.000000 predicted=8.242713, expected=16.000000 predicted=9.391155, expected=16.000000 predicted=12.072026, expected=4.000000 predicted=10.330924, expected=4.000000 predicted=8.765268, expected=8.000000 predicted=10.233956, expected=24.000000 predicted=13.943251, expected=4.000000 predicted=10.113975, expected=4.000000 predicted=7.551574, expected=8.000000 predicted=7.225834, expected=12.000000 predicted=10.580106, expected=8.000000 predicted=10.839776, expected=4.000000 predicted=6.212131, expected=4.000000 predicted=5.947556, expected=12.000000 predicted=8.379321, expected=16.000000 predicted=10.366355, expected=20.000000 predicted=11.822806, expected=4.000000 predicted=8.941996, expected=12.000000 predicted=10.854052, expected=12.000000 predicted=12.055481, expected=20.000000 predicted=15.390213, expected=16.000000 predicted=14.456557, expected=16.000000 predicted=13.265803, expected=28.000000 predicted=17.903891, expected=12.000000 predicted=16.700686, expected=4.000000 predicted=15.206756, expected=4.000000 predicted=11.645697, expected=4.000000 predicted=10.920295, expected=4.000000 predicted=9.960058, expected=12.000000 predicted=7.581335, expected=4.000000 predicted=5.170589, expected=8.000000 predicted=6.271332, expected=12.000000 predicted=7.265892, expected=8.000000 predicted=8.114890, expected=4.000000 predicted=7.766828, expected=8.000000 predicted=6.942642, expected=12.000000 predicted=9.000742, expected=32.000000 predicted=15.172850, expected=4.000000 predicted=10.549614, expected=8.000000 predicted=10.800197, expected=20.000000 predicted=13.057318, expected=4.000000 predicted=13.134928, expected=4.000000 predicted=12.493835, expected=4.000000 predicted=5.979905, expected=8.000000 predicted=8.331426, expected=8.000000 predicted=8.632989, expected=8.000000 predicted=6.238693, expected=8.000000 predicted=6.582257, expected=12.000000 predicted=8.239915, expected=8.000000 predicted=8.577362, expected=4.000000 predicted=7.647325, expected=8.000000 predicted=7.750004, expected=4.000000 predicted=6.954410, expected=8.000000 predicted=7.825981, expected=12.000000 predicted=7.690117, expected=28.000000 predicted=12.571209, expected=24.000000 predicted=15.102853, expected=4.000000 predicted=12.128583, expected=4.000000 predicted=11.350072, expected=12.000000 predicted=13.210612, expected=20.000000 predicted=17.146814, expected=8.000000 predicted=12.338554, expected=8.000000 predicted=8.908279, expected=4.000000 predicted=7.943641, expected=8.000000 predicted=10.164214, expected=4.000000 predicted=8.566424, expected=12.000000 predicted=8.104045, expected=12.000000 predicted=8.286868, expected=4.000000 predicted=7.041201, expected=4.000000 predicted=6.758319, expected=8.000000 predicted=7.045273, expected=8.000000 predicted=8.389614, expected=4.000000 predicted=6.694220, expected=8.000000 predicted=6.029040, expected=12.000000 predicted=7.620774, expected=28.000000 predicted=13.412025, expected=4.000000 predicted=9.723942, expected=24.000000 predicted=14.350312, expected=12.000000 predicted=13.205382, expected=4.000000 predicted=13.801973, expected=20.000000 predicted=15.663880, expected=8.000000 predicted=11.331044, expected=4.000000 predicted=12.311548, expected=4.000000 predicted=7.535064, expected=4.000000 predicted=6.967738, expected=8.000000 predicted=8.627036, expected=32.000000 predicted=12.473208, expected=80.000000 predicted=30.514952, expected=16.000000 predicted=22.277260, expected=16.000000 predicted=23.830346, expected=4.000000 predicted=18.992061, expected=16.000000 predicted=28.666125, expected=20.000000 predicted=28.747262, expected=12.000000 predicted=14.446508, expected=12.000000 predicted=12.904843, expected=8.000000 predicted=10.717213, expected=12.000000 predicted=13.538848, expected=4.000000 predicted=10.653925, expected=12.000000 predicted=10.547877, expected=20.000000 predicted=12.460134, expected=16.000000 predicted=12.839403, expected=20.000000 predicted=14.654322, expected=8.000000 predicted=11.728996, expected=4.000000 predicted=11.979151, expected=12.000000 predicted=13.154460, expected=4.000000 predicted=10.352192, expected=4.000000 predicted=8.770694, expected=4.000000 predicted=5.364982, expected=12.000000 predicted=7.603214, expected=16.000000 predicted=10.018255, expected=8.000000 predicted=7.943531, expected=8.000000 predicted=8.051736, expected=16.000000 predicted=10.880489, expected=4.000000 predicted=10.041167, expected=8.000000 predicted=10.067684, expected=16.000000 predicted=10.348519, expected=8.000000 predicted=10.113136, expected=8.000000 predicted=9.977754, expected=16.000000 predicted=10.179153, expected=4.000000 predicted=9.287222, expected=12.000000 predicted=11.246057, expected=12.000000 predicted=9.735533, expected=4.000000 predicted=9.016097, expected=4.000000 predicted=8.044896, expected=12.000000 predicted=8.214838, expected=8.000000 predicted=9.045509, expected=12.000000 predicted=9.494022, expected=4.000000 predicted=6.314305, expected=4.000000 predicted=6.803169, expected=8.000000 predicted=7.921918, expected=8.000000 predicted=7.747941, expected=8.000000 predicted=7.759629, expected=12.000000 predicted=7.712263, expected=12.000000 predicted=8.930488, expected=4.000000 predicted=7.995531, expected=12.000000 predicted=9.485287, expected=4.000000 predicted=7.803199, expected=8.000000 predicted=9.126713, expected=4.000000 predicted=6.682830, expected=8.000000 predicted=7.020446, expected=4.000000 predicted=6.368552, expected=8.000000 predicted=6.355780, expected=4.000000 predicted=5.616246, expected=4.000000 predicted=5.222779, expected=4.000000 predicted=5.056910, expected=4.000000 predicted=4.636715, expected=4.000000 predicted=4.734720, expected=4.000000 Test MSE: 65.639
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997])] predicted=30.884483, expected=16.000000 predicted=21.371598, expected=12.000000 predicted=19.701242, expected=24.000000 predicted=26.036724, expected=28.000000 predicted=27.340579, expected=24.000000 predicted=21.934453, expected=52.000000 predicted=32.026390, expected=16.000000 predicted=20.393435, expected=4.000000 predicted=18.520297, expected=32.000000 predicted=27.527723, expected=20.000000 predicted=22.098692, expected=24.000000 predicted=31.319092, expected=28.000000 predicted=22.264535, expected=16.000000 predicted=15.298531, expected=8.000000 predicted=19.859108, expected=24.000000 predicted=20.685859, expected=16.000000 predicted=19.052426, expected=16.000000 predicted=19.944561, expected=12.000000 predicted=14.653250, expected=36.000000 predicted=21.034800, expected=40.000000 predicted=29.145361, expected=36.000000 predicted=27.622126, expected=28.000000 predicted=26.091933, expected=12.000000 predicted=19.004766, expected=32.000000 predicted=31.602261, expected=20.000000 predicted=27.943342, expected=32.000000 predicted=30.486623, expected=28.000000 predicted=27.165296, expected=20.000000 predicted=20.084802, expected=8.000000 predicted=20.801988, expected=16.000000 predicted=18.441827, expected=32.000000 predicted=27.097860, expected=16.000000 predicted=20.907794, expected=40.000000 predicted=27.457004, expected=48.000000 predicted=29.142480, expected=12.000000 predicted=20.781450, expected=8.000000 predicted=22.381260, expected=12.000000 predicted=16.672521, expected=28.000000 predicted=28.123210, expected=8.000000 predicted=22.893366, expected=48.000000 predicted=26.537467, expected=36.000000 predicted=24.097721, expected=16.000000 predicted=19.838386, expected=20.000000 predicted=25.104433, expected=32.000000 predicted=22.787832, expected=24.000000 predicted=31.899809, expected=20.000000 predicted=26.400086, expected=36.000000 predicted=26.061519, expected=24.000000 predicted=23.893785, expected=12.000000 predicted=22.896351, expected=36.000000 predicted=28.069991, expected=20.000000 predicted=21.745881, expected=16.000000 predicted=24.744341, expected=24.000000 predicted=23.156978, expected=40.000000 predicted=25.722297, expected=56.000000 predicted=40.708548, expected=32.000000 predicted=30.106739, expected=28.000000 predicted=28.147392, expected=32.000000 predicted=31.257421, expected=28.000000 predicted=33.723674, expected=16.000000 predicted=32.799811, expected=16.000000 predicted=23.850621, expected=28.000000 predicted=25.856752, expected=36.000000 predicted=30.249746, expected=8.000000 predicted=19.786854, expected=12.000000 predicted=16.612244, expected=28.000000 predicted=21.363375, expected=24.000000 predicted=23.763670, expected=56.000000 predicted=38.708252, expected=28.000000 predicted=23.351742, expected=28.000000 predicted=25.605944, expected=28.000000 predicted=29.868739, expected=16.000000 predicted=23.590662, expected=28.000000 predicted=35.535892, expected=20.000000 predicted=23.790147, expected=36.000000 predicted=29.436910, expected=32.000000 predicted=28.931479, expected=20.000000 predicted=21.944884, expected=16.000000 predicted=23.288577, expected=24.000000 predicted=22.772480, expected=16.000000 predicted=23.986980, expected=28.000000 predicted=26.462208, expected=16.000000 predicted=18.950245, expected=24.000000 predicted=20.611443, expected=28.000000 predicted=24.614505, expected=48.000000 predicted=30.659663, expected=16.000000 predicted=24.585723, expected=28.000000 predicted=24.961234, expected=24.000000 predicted=25.538736, expected=48.000000 predicted=35.243267, expected=20.000000 predicted=32.234350, expected=12.000000 predicted=19.213011, expected=20.000000 predicted=23.986555, expected=12.000000 predicted=18.770647, expected=20.000000 predicted=27.220664, expected=20.000000 predicted=18.818836, expected=72.000000 predicted=36.577493, expected=4.000000 predicted=18.929237, expected=8.000000 predicted=16.613167, expected=16.000000 predicted=19.770378, expected=24.000000 predicted=21.133293, expected=16.000000 predicted=32.896906, expected=24.000000 predicted=15.696453, expected=28.000000 predicted=19.436670, expected=24.000000 predicted=21.323670, expected=32.000000 predicted=27.027121, expected=24.000000 predicted=22.672075, expected=20.000000 predicted=23.503538, expected=24.000000 predicted=25.481997, expected=32.000000 predicted=26.990185, expected=44.000000 predicted=34.420987, expected=20.000000 predicted=25.086385, expected=8.000000 predicted=19.029194, expected=12.000000 predicted=19.555346, expected=28.000000 predicted=25.886863, expected=32.000000 predicted=30.876160, expected=48.000000 predicted=31.219230, expected=36.000000 predicted=26.433977, expected=12.000000 predicted=20.118551, expected=12.000000 predicted=23.038657, expected=16.000000 predicted=23.288758, expected=20.000000 predicted=27.648749, expected=32.000000 predicted=28.062974, expected=24.000000 predicted=19.481461, expected=40.000000 predicted=26.398612, expected=32.000000 predicted=26.537057, expected=24.000000 predicted=25.487204, expected=44.000000 predicted=36.009012, expected=20.000000 predicted=25.874204, expected=28.000000 predicted=32.392639, expected=48.000000 predicted=36.990693, expected=40.000000 predicted=33.420949, expected=32.000000 predicted=37.191475, expected=32.000000 predicted=30.156156, expected=16.000000 predicted=26.216732, expected=24.000000 predicted=32.837252, expected=28.000000 predicted=30.675564, expected=24.000000 predicted=26.668334, expected=32.000000 predicted=29.476899, expected=16.000000 predicted=19.633153, expected=16.000000 predicted=21.225063, expected=32.000000 predicted=27.286710, expected=40.000000 predicted=29.814020, expected=28.000000 predicted=29.298842, expected=24.000000 predicted=23.701667, expected=24.000000 predicted=23.562743, expected=32.000000 predicted=30.600707, expected=28.000000 predicted=31.411136, expected=20.000000 predicted=24.912472, expected=8.000000 predicted=18.625060, expected=28.000000 predicted=24.312439, expected=40.000000 predicted=31.197188, expected=32.000000 predicted=28.718791, expected=36.000000 predicted=29.105209, expected=16.000000 predicted=19.449418, expected=12.000000 predicted=22.592258, expected=16.000000 predicted=25.344250, expected=24.000000 predicted=24.572632, expected=52.000000 predicted=36.158145, expected=8.000000 predicted=16.982810, expected=40.000000 predicted=26.986641, expected=40.000000 predicted=29.630647, expected=8.000000 predicted=21.557351, expected=16.000000 predicted=30.044008, expected=48.000000 predicted=27.646989, expected=24.000000 predicted=30.051241, expected=24.000000 predicted=30.000058, expected=12.000000 predicted=16.017184, expected=20.000000 predicted=20.188428, expected=20.000000 predicted=28.344471, expected=32.000000 predicted=25.299791, expected=28.000000 predicted=24.926803, expected=28.000000 predicted=22.467076, expected=20.000000 predicted=22.472432, expected=20.000000 predicted=22.038362, expected=32.000000 predicted=29.199795, expected=16.000000 predicted=22.535365, expected=32.000000 predicted=27.749443, expected=28.000000 predicted=24.623749, expected=24.000000 predicted=23.778588, expected=32.000000 predicted=30.035438, expected=32.000000 predicted=26.007411, expected=20.000000 predicted=26.773305, expected=4.000000 predicted=18.840370, expected=12.000000 predicted=18.289069, expected=36.000000 predicted=27.948150, expected=24.000000 predicted=24.654413, expected=20.000000 predicted=20.516443, expected=36.000000 predicted=22.234572, expected=24.000000 predicted=21.661878, expected=20.000000 predicted=27.137599, expected=40.000000 predicted=30.298344, expected=36.000000 predicted=28.946174, expected=36.000000 predicted=34.621771, expected=56.000000 predicted=39.278781, expected=28.000000 predicted=30.217565, expected=44.000000 predicted=41.551950, expected=40.000000 predicted=38.976475, expected=16.000000 predicted=30.326545, expected=16.000000 predicted=33.501849, expected=16.000000 predicted=22.911001, expected=24.000000 predicted=28.843727, expected=32.000000 predicted=30.084977, expected=20.000000 predicted=19.814172, expected=20.000000 predicted=20.088963, expected=12.000000 predicted=16.885909, expected=40.000000 predicted=28.558371, expected=12.000000 predicted=21.808771, expected=28.000000 predicted=23.641074, expected=32.000000 predicted=25.451487, expected=12.000000 predicted=17.059140, expected=28.000000 predicted=29.701747, expected=16.000000 predicted=17.340918, expected=16.000000 predicted=21.502524, expected=16.000000 predicted=21.516827, expected=16.000000 predicted=15.441193, expected=28.000000 predicted=24.083475, expected=24.000000 predicted=20.111106, expected=20.000000 predicted=19.484518, expected=28.000000 predicted=22.506049, expected=12.000000 predicted=17.343352, expected=12.000000 predicted=19.762442, expected=16.000000 predicted=18.708048, expected=4.000000 predicted=12.747684, expected=20.000000 predicted=19.441490, expected=28.000000 predicted=18.120572, expected=16.000000 predicted=15.502142, expected=24.000000 predicted=19.793917, expected=4.000000 predicted=9.750977, expected=16.000000 predicted=17.556076, expected=8.000000 predicted=16.015624, expected=40.000000 predicted=23.636737, expected=16.000000 predicted=19.323208, expected=40.000000 predicted=22.956862, expected=32.000000 predicted=25.568609, expected=16.000000 predicted=18.947590, expected=20.000000 predicted=28.136003, expected=16.000000 predicted=18.890101, expected=20.000000 predicted=26.112680, expected=24.000000 predicted=24.499107, expected=28.000000 predicted=21.846170, expected=16.000000 predicted=19.516540, expected=20.000000 predicted=19.472524, expected=4.000000 predicted=14.505115, expected=24.000000 predicted=21.246599, expected=20.000000 predicted=21.007235, expected=40.000000 predicted=25.382140, expected=12.000000 predicted=18.503742, expected=12.000000 predicted=13.572161, expected=12.000000 predicted=18.119423, expected=12.000000 predicted=16.028004, expected=20.000000 predicted=23.489838, expected=24.000000 predicted=17.190150, expected=20.000000 predicted=16.930360, expected=32.000000 predicted=21.892831, expected=20.000000 predicted=19.062997, expected=16.000000 predicted=19.963069, expected=4.000000 predicted=15.799314, expected=12.000000 predicted=15.715854, expected=16.000000 predicted=19.522547, expected=20.000000 predicted=17.437540, expected=40.000000 predicted=24.251044, expected=16.000000 predicted=14.932356, expected=28.000000 predicted=21.818837, expected=12.000000 predicted=17.686582, expected=8.000000 predicted=16.443498, expected=20.000000 predicted=24.424199, expected=16.000000 predicted=16.040263, expected=20.000000 predicted=20.738816, expected=16.000000 predicted=14.986077, expected=8.000000 predicted=11.241473, expected=24.000000 predicted=19.583603, expected=12.000000 predicted=14.805182, expected=8.000000 predicted=14.112354, expected=32.000000 predicted=20.676407, expected=20.000000 predicted=16.069815, expected=8.000000 predicted=16.753715, expected=8.000000 predicted=12.031694, expected=8.000000 predicted=10.211836, expected=4.000000 predicted=14.557015, expected=20.000000 predicted=15.619331, expected=24.000000 predicted=14.661999, expected=12.000000 predicted=12.006909, expected=8.000000 predicted=10.555642, expected=12.000000 predicted=10.399801, expected=16.000000 predicted=16.204608, expected=20.000000 predicted=18.724234, expected=16.000000 predicted=14.425879, expected=4.000000 predicted=9.303707, expected=16.000000 predicted=13.804456, expected=16.000000 predicted=15.026967, expected=12.000000 predicted=14.929509, expected=8.000000 predicted=11.937792, expected=8.000000 predicted=8.165032, expected=16.000000 predicted=14.093870, expected=32.000000 predicted=20.261814, expected=28.000000 predicted=19.770921, expected=8.000000 predicted=12.939799, expected=12.000000 predicted=13.559932, expected=28.000000 predicted=20.977136, expected=20.000000 predicted=23.323088, expected=28.000000 predicted=24.905123, expected=20.000000 predicted=17.213894, expected=16.000000 predicted=17.372786, expected=16.000000 predicted=21.136981, expected=20.000000 predicted=19.680544, expected=16.000000 predicted=20.307424, expected=8.000000 predicted=14.681734, expected=28.000000 predicted=19.850087, expected=32.000000 predicted=22.499095, expected=16.000000 predicted=19.469377, expected=4.000000 predicted=13.557084, expected=28.000000 predicted=18.590453, expected=4.000000 predicted=16.225517, expected=20.000000 predicted=21.511118, expected=12.000000 predicted=13.872962, expected=16.000000 predicted=12.165828, expected=12.000000 predicted=17.378744, expected=16.000000 predicted=11.862041, expected=24.000000 predicted=19.492890, expected=16.000000 predicted=15.294495, expected=24.000000 predicted=19.471943, expected=28.000000 predicted=20.526857, expected=36.000000 predicted=25.797428, expected=28.000000 predicted=26.621584, expected=20.000000 predicted=22.003760, expected=24.000000 predicted=25.100785, expected=20.000000 predicted=24.371969, expected=20.000000 predicted=25.761209, expected=36.000000 predicted=28.575981, expected=4.000000 predicted=16.044265, expected=24.000000 predicted=22.645717, expected=24.000000 predicted=21.383701, expected=20.000000 predicted=20.654362, expected=20.000000 predicted=24.604636, expected=24.000000 predicted=17.099345, expected=24.000000 predicted=23.328876, expected=28.000000 predicted=24.946449, expected=8.000000 predicted=17.142148, expected=16.000000 predicted=18.647373, expected=12.000000 predicted=17.500089, expected=24.000000 predicted=21.087510, expected=32.000000 predicted=25.402742, expected=28.000000 predicted=20.080147, expected=8.000000 predicted=16.225864, expected=24.000000 predicted=19.678605, expected=16.000000 predicted=20.272900, expected=4.000000 predicted=17.481595, expected=12.000000 predicted=17.054728, expected=24.000000 predicted=15.315030, expected=24.000000 predicted=20.909399, expected=8.000000 predicted=13.689768, expected=24.000000 predicted=15.563697, expected=20.000000 predicted=17.277687, expected=8.000000 predicted=16.645389, expected=32.000000 predicted=23.929659, expected=24.000000 predicted=18.021487, expected=12.000000 predicted=19.107884, expected=8.000000 predicted=15.374733, expected=4.000000 predicted=9.485890, expected=28.000000 predicted=23.408985, expected=20.000000 predicted=19.064001, expected=16.000000 predicted=15.054920, expected=16.000000 predicted=14.077103, expected=16.000000 predicted=13.354566, expected=8.000000 predicted=16.984638, expected=8.000000 predicted=13.490363, expected=20.000000 predicted=15.820688, expected=20.000000 predicted=16.463894, expected=28.000000 predicted=20.110053, expected=12.000000 predicted=13.513296, expected=12.000000 predicted=13.441313, expected=8.000000 predicted=14.589614, expected=20.000000 predicted=17.898340, expected=8.000000 predicted=15.810513, expected=16.000000 predicted=13.547674, expected=12.000000 predicted=12.310116, expected=24.000000 predicted=15.714342, expected=4.000000 predicted=12.791430, expected=12.000000 predicted=11.389909, expected=4.000000 predicted=10.366487, expected=12.000000 Test MSE: 120.931
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664])] predicted=28.425319, expected=16.000000 predicted=17.163833, expected=12.000000 predicted=19.965034, expected=28.000000 predicted=28.045607, expected=4.000000 predicted=17.602761, expected=24.000000 predicted=22.306656, expected=56.000000 predicted=36.733772, expected=32.000000 predicted=24.638332, expected=12.000000 predicted=18.036744, expected=8.000000 predicted=17.926685, expected=8.000000 predicted=19.822897, expected=28.000000 predicted=28.223081, expected=16.000000 predicted=16.371955, expected=36.000000 predicted=23.698785, expected=32.000000 predicted=24.169115, expected=28.000000 predicted=23.758206, expected=16.000000 predicted=21.858935, expected=24.000000 predicted=25.349961, expected=12.000000 predicted=20.749857, expected=16.000000 predicted=19.900120, expected=20.000000 predicted=20.554941, expected=16.000000 predicted=16.335113, expected=28.000000 predicted=22.704022, expected=8.000000 predicted=12.276444, expected=28.000000 predicted=22.691165, expected=8.000000 predicted=14.222966, expected=24.000000 predicted=20.440792, expected=28.000000 predicted=24.224967, expected=16.000000 predicted=15.784977, expected=12.000000 predicted=16.450753, expected=24.000000 predicted=21.339292, expected=4.000000 predicted=12.532797, expected=20.000000 predicted=18.973587, expected=32.000000 predicted=24.011545, expected=32.000000 predicted=23.143740, expected=16.000000 predicted=17.543392, expected=8.000000 predicted=13.908011, expected=12.000000 predicted=18.536273, expected=8.000000 predicted=15.544391, expected=24.000000 predicted=20.433579, expected=8.000000 predicted=10.112904, expected=28.000000 predicted=19.112675, expected=56.000000 predicted=35.403123, expected=12.000000 predicted=14.472724, expected=28.000000 predicted=25.845997, expected=24.000000 predicted=26.356569, expected=24.000000 predicted=26.791658, expected=36.000000 predicted=33.552604, expected=8.000000 predicted=15.122046, expected=20.000000 predicted=22.561214, expected=8.000000 predicted=16.705216, expected=16.000000 predicted=18.211194, expected=20.000000 predicted=19.842427, expected=8.000000 predicted=10.174976, expected=40.000000 predicted=27.256054, expected=20.000000 predicted=17.705708, expected=36.000000 predicted=26.524241, expected=20.000000 predicted=21.929636, expected=24.000000 predicted=23.519261, expected=16.000000 predicted=23.256728, expected=28.000000 predicted=25.894646, expected=28.000000 predicted=26.770923, expected=12.000000 predicted=16.521210, expected=16.000000 predicted=19.283173, expected=24.000000 predicted=22.895373, expected=12.000000 predicted=16.758979, expected=20.000000 predicted=19.319315, expected=20.000000 predicted=18.386428, expected=12.000000 predicted=14.630483, expected=4.000000 predicted=11.205604, expected=8.000000 predicted=11.757631, expected=60.000000 predicted=37.179055, expected=8.000000 predicted=11.339292, expected=12.000000 predicted=12.713983, expected=28.000000 predicted=25.066230, expected=28.000000 predicted=25.162557, expected=32.000000 predicted=29.487293, expected=16.000000 predicted=17.266344, expected=28.000000 predicted=25.416055, expected=28.000000 predicted=27.819959, expected=20.000000 predicted=22.642195, expected=24.000000 predicted=24.669092, expected=16.000000 predicted=19.679600, expected=28.000000 predicted=26.025180, expected=12.000000 predicted=17.710220, expected=16.000000 predicted=17.942586, expected=16.000000 predicted=18.551424, expected=44.000000 predicted=30.583242, expected=40.000000 predicted=29.919462, expected=28.000000 predicted=23.647050, expected=8.000000 predicted=17.875062, expected=44.000000 predicted=37.188835, expected=8.000000 predicted=21.306924, expected=12.000000 predicted=18.818123, expected=44.000000 predicted=33.950569, expected=72.000000 predicted=45.405932, expected=32.000000 predicted=29.714934, expected=44.000000 predicted=35.986893, expected=8.000000 predicted=25.207800, expected=16.000000 predicted=30.459918, expected=32.000000 predicted=37.576158, expected=24.000000 predicted=24.943831, expected=16.000000 predicted=20.059037, expected=36.000000 predicted=27.414677, expected=20.000000 predicted=21.740285, expected=28.000000 predicted=26.310317, expected=40.000000 predicted=32.503581, expected=56.000000 predicted=40.179092, expected=44.000000 predicted=37.644822, expected=96.000000 predicted=64.231759, expected=40.000000 predicted=43.002829, expected=36.000000 predicted=43.613691, expected=16.000000 predicted=39.284314, expected=32.000000 predicted=42.252881, expected=24.000000 predicted=38.015275, expected=36.000000 predicted=32.777319, expected=32.000000 predicted=30.290632, expected=56.000000 predicted=40.381462, expected=8.000000 predicted=20.733786, expected=8.000000 predicted=19.724588, expected=28.000000 predicted=31.958218, expected=16.000000 predicted=21.837744, expected=52.000000 predicted=37.844384, expected=48.000000 predicted=32.679367, expected=32.000000 predicted=27.201565, expected=8.000000 predicted=21.454017, expected=24.000000 predicted=29.505065, expected=12.000000 predicted=25.371992, expected=24.000000 predicted=25.493388, expected=56.000000 predicted=38.223891, expected=68.000000 predicted=42.616940, expected=68.000000 predicted=47.574241, expected=20.000000 predicted=28.956729, expected=4.000000 predicted=26.596734, expected=36.000000 predicted=45.525985, expected=24.000000 predicted=34.552291, expected=12.000000 predicted=21.635206, expected=68.000000 predicted=43.896772, expected=44.000000 predicted=33.173705, expected=36.000000 predicted=32.976462, expected=40.000000 predicted=38.402358, expected=48.000000 predicted=43.360680, expected=16.000000 predicted=32.545768, expected=28.000000 predicted=33.688755, expected=20.000000 predicted=28.897510, expected=16.000000 predicted=24.060762, expected=20.000000 predicted=24.676995, expected=16.000000 predicted=18.015835, expected=28.000000 predicted=24.274398, expected=12.000000 predicted=15.549220, expected=24.000000 predicted=20.771813, expected=32.000000 predicted=26.215174, expected=24.000000 predicted=21.675179, expected=16.000000 predicted=19.576129, expected=36.000000 predicted=28.861242, expected=24.000000 predicted=24.844468, expected=20.000000 predicted=22.600471, expected=4.000000 predicted=14.728368, expected=32.000000 predicted=27.025527, expected=36.000000 predicted=30.221336, expected=36.000000 predicted=27.240452, expected=24.000000 predicted=23.248812, expected=16.000000 predicted=20.306356, expected=28.000000 predicted=29.957417, expected=44.000000 predicted=36.673116, expected=68.000000 predicted=47.170827, expected=32.000000 predicted=30.238596, expected=36.000000 predicted=34.736631, expected=32.000000 predicted=38.255045, expected=40.000000 predicted=42.119362, expected=48.000000 predicted=46.128122, expected=36.000000 predicted=35.400432, expected=40.000000 predicted=38.666409, expected=32.000000 predicted=35.772446, expected=44.000000 predicted=41.945471, expected=20.000000 predicted=30.555331, expected=60.000000 predicted=47.381923, expected=32.000000 predicted=35.405433, expected=40.000000 predicted=36.932419, expected=48.000000 predicted=44.671824, expected=48.000000 predicted=42.318771, expected=28.000000 predicted=36.889991, expected=20.000000 predicted=30.060259, expected=24.000000 predicted=32.789846, expected=20.000000 predicted=28.760298, expected=24.000000 predicted=27.225763, expected=48.000000 predicted=35.598745, expected=40.000000 predicted=31.493593, expected=32.000000 predicted=29.264894, expected=20.000000 predicted=26.083807, expected=16.000000 predicted=25.440157, expected=20.000000 predicted=28.113322, expected=20.000000 predicted=24.105871, expected=32.000000 predicted=26.997503, expected=56.000000 predicted=37.584604, expected=32.000000 predicted=27.226170, expected=36.000000 predicted=31.924123, expected=56.000000 predicted=45.630506, expected=36.000000 predicted=37.853282, expected=64.000000 predicted=53.311319, expected=56.000000 predicted=49.234714, expected=68.000000 predicted=56.304308, expected=84.000000 predicted=69.060680, expected=48.000000 predicted=51.779527, expected=48.000000 predicted=56.229478, expected=68.000000 predicted=66.680950, expected=52.000000 predicted=58.022544, expected=72.000000 predicted=66.428862, expected=68.000000 predicted=61.903409, expected=48.000000 predicted=53.063172, expected=20.000000 predicted=42.339918, expected=60.000000 predicted=59.132284, expected=44.000000 predicted=50.968310, expected=68.000000 predicted=57.164961, expected=84.000000 predicted=64.643554, expected=8.000000 predicted=27.578252, expected=12.000000 predicted=35.051491, expected=76.000000 predicted=64.994626, expected=188.000000 predicted=117.504153, expected=44.000000 predicted=47.396739, expected=28.000000 predicted=39.931642, expected=52.000000 predicted=68.971741, expected=76.000000 predicted=80.737681, expected=92.000000 predicted=88.095735, expected=128.000000 predicted=87.388438, expected=4.000000 predicted=33.218048, expected=16.000000 predicted=46.734602, expected=8.000000 predicted=47.657792, expected=8.000000 predicted=35.405043, expected=4.000000 predicted=25.733085, expected=12.000000 predicted=9.978116, expected=28.000000 predicted=18.745160, expected=8.000000 predicted=8.063622, expected=16.000000 predicted=13.007740, expected=12.000000 predicted=12.987288, expected=16.000000 predicted=15.283692, expected=4.000000 predicted=10.751352, expected=16.000000 predicted=13.618916, expected=8.000000 predicted=10.842024, expected=8.000000 predicted=9.233075, expected=12.000000 predicted=11.826088, expected=12.000000 predicted=10.226331, expected=40.000000 predicted=25.026782, expected=8.000000 predicted=9.698727, expected=8.000000 predicted=10.715840, expected=8.000000 predicted=13.917956, expected=28.000000 predicted=21.953719, expected=16.000000 predicted=17.387361, expected=28.000000 predicted=18.925044, expected=12.000000 predicted=13.988893, expected=24.000000 predicted=20.432878, expected=20.000000 predicted=21.613207, expected=16.000000 predicted=17.215567, expected=40.000000 predicted=30.413546, expected=16.000000 predicted=17.579987, expected=12.000000 predicted=16.979148, expected=20.000000 predicted=22.050996, expected=4.000000 predicted=12.778934, expected=16.000000 predicted=18.851253, expected=4.000000 predicted=9.533284, expected=20.000000 predicted=15.403873, expected=16.000000 predicted=14.551994, expected=12.000000 predicted=10.410946, expected=8.000000 predicted=11.066267, expected=8.000000 predicted=10.104714, expected=20.000000 predicted=17.116974, expected=16.000000 predicted=13.846973, expected=12.000000 predicted=11.339449, expected=16.000000 predicted=14.169251, expected=16.000000 predicted=14.875153, expected=16.000000 predicted=15.877739, expected=8.000000 predicted=11.519324, expected=32.000000 predicted=22.749902, expected=16.000000 predicted=15.956974, expected=20.000000 predicted=17.451753, expected=4.000000 predicted=11.735317, expected=24.000000 predicted=20.207320, expected=16.000000 predicted=18.614136, expected=24.000000 predicted=18.784743, expected=32.000000 predicted=24.355260, expected=36.000000 predicted=25.600544, expected=12.000000 predicted=17.975635, expected=8.000000 predicted=16.393051, expected=12.000000 predicted=19.711502, expected=8.000000 predicted=15.661496, expected=20.000000 predicted=18.755758, expected=16.000000 predicted=13.380952, expected=16.000000 predicted=13.121942, expected=16.000000 predicted=14.932274, expected=12.000000 predicted=13.151586, expected=16.000000 predicted=16.371451, expected=56.000000 predicted=35.056007, expected=20.000000 predicted=18.516988, expected=16.000000 predicted=17.729874, expected=28.000000 predicted=27.506844, expected=12.000000 predicted=19.668272, expected=12.000000 predicted=21.245193, expected=20.000000 predicted=19.950918, expected=24.000000 predicted=20.449584, expected=16.000000 predicted=17.162506, expected=28.000000 predicted=21.654034, expected=16.000000 predicted=17.352509, expected=8.000000 predicted=14.240805, expected=8.000000 predicted=14.863778, expected=32.000000 predicted=24.323332, expected=4.000000 predicted=10.809230, expected=16.000000 predicted=14.192482, expected=24.000000 predicted=19.361821, expected=16.000000 predicted=14.882500, expected=16.000000 predicted=17.456053, expected=8.000000 predicted=11.353632, expected=28.000000 predicted=22.353956, expected=12.000000 predicted=15.160788, expected=28.000000 predicted=20.968408, expected=16.000000 predicted=16.990244, expected=40.000000 predicted=27.645495, expected=84.000000 predicted=52.884853, expected=36.000000 predicted=29.944680, expected=68.000000 predicted=51.072554, expected=32.000000 predicted=39.916463, expected=44.000000 predicted=47.737401, expected=32.000000 predicted=46.545090, expected=36.000000 predicted=39.400310, expected=8.000000 predicted=27.985767, expected=32.000000 predicted=32.654101, expected=4.000000 predicted=19.642900, expected=12.000000 predicted=17.953887, expected=60.000000 predicted=40.942761, expected=40.000000 predicted=27.631872, expected=32.000000 predicted=27.376120, expected=24.000000 predicted=26.080950, expected=24.000000 predicted=29.175013, expected=16.000000 predicted=28.812417, expected=28.000000 predicted=28.985273, expected=20.000000 predicted=22.940987, expected=24.000000 predicted=22.738759, expected=44.000000 predicted=32.999645, expected=4.000000 predicted=13.624408, expected=12.000000 predicted=18.638888, expected=20.000000 predicted=22.869300, expected=24.000000 predicted=22.374697, expected=24.000000 predicted=22.617987, expected=48.000000 predicted=30.282117, expected=28.000000 predicted=24.361820, expected=8.000000 predicted=17.045672, expected=12.000000 predicted=21.443327, expected=16.000000 predicted=22.151405, expected=20.000000 predicted=22.825090, expected=8.000000 predicted=12.517393, expected=44.000000 predicted=27.550889, expected=4.000000 predicted=10.714678, expected=20.000000 predicted=18.122113, expected=4.000000 predicted=13.638747, expected=20.000000 predicted=17.701055, expected=12.000000 predicted=17.133027, expected=24.000000 predicted=16.485005, expected=8.000000 predicted=12.003728, expected=40.000000 predicted=25.435316, expected=24.000000 predicted=21.655112, expected=20.000000 predicted=18.448042, expected=12.000000 predicted=18.630637, expected=36.000000 predicted=28.258806, expected=16.000000 predicted=21.842382, expected=28.000000 predicted=23.810395, expected=8.000000 predicted=15.839323, expected=4.000000 predicted=12.111180, expected=4.000000 predicted=14.305801, expected=8.000000 predicted=11.067074, expected=12.000000 predicted=12.142458, expected=16.000000 predicted=10.775005, expected=24.000000 predicted=14.965739, expected=4.000000 predicted=6.993264, expected=8.000000 predicted=10.256100, expected=12.000000 predicted=13.621992, expected=8.000000 predicted=10.517856, expected=24.000000 predicted=17.840945, expected=48.000000 predicted=27.657653, expected=28.000000 predicted=20.345097, expected=20.000000 predicted=19.661276, expected=8.000000 predicted=17.452594, expected=8.000000 predicted=18.762147, expected=8.000000 predicted=18.444853, expected=8.000000 predicted=12.446359, expected=36.000000 predicted=23.226726, expected=36.000000 predicted=22.413526, expected=16.000000 predicted=14.286947, expected=16.000000 predicted=17.843639, expected=4.000000 Test MSE: 316.441
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944])] predicted=58.353256, expected=60.000000 predicted=64.374393, expected=80.000000 predicted=52.204018, expected=96.000000 predicted=66.112602, expected=32.000000 predicted=40.440806, expected=84.000000 predicted=60.132695, expected=32.000000 predicted=52.437052, expected=24.000000 predicted=54.766507, expected=40.000000 predicted=54.234656, expected=88.000000 predicted=59.330259, expected=92.000000 predicted=75.529238, expected=76.000000 predicted=58.410411, expected=60.000000 predicted=52.267729, expected=60.000000 predicted=59.826337, expected=32.000000 predicted=61.384523, expected=20.000000 predicted=52.863297, expected=124.000000 predicted=83.250788, expected=60.000000 predicted=61.209136, expected=64.000000 predicted=62.595269, expected=80.000000 predicted=57.047451, expected=36.000000 predicted=48.611534, expected=52.000000 predicted=75.335758, expected=44.000000 predicted=51.858000, expected=100.000000 predicted=75.816913, expected=100.000000 predicted=80.196090, expected=36.000000 predicted=49.504325, expected=44.000000 predicted=52.143502, expected=40.000000 predicted=50.021401, expected=68.000000 predicted=75.485613, expected=40.000000 predicted=59.230114, expected=96.000000 predicted=62.977663, expected=112.000000 predicted=74.552711, expected=80.000000 predicted=70.063217, expected=36.000000 predicted=58.121641, expected=48.000000 predicted=55.064656, expected=16.000000 predicted=56.941790, expected=72.000000 predicted=76.348390, expected=56.000000 predicted=58.227233, expected=148.000000 predicted=84.360435, expected=44.000000 predicted=53.909179, expected=108.000000 predicted=71.091471, expected=80.000000 predicted=77.534025, expected=44.000000 predicted=68.049844, expected=60.000000 predicted=85.848714, expected=72.000000 predicted=64.471463, expected=128.000000 predicted=102.713426, expected=68.000000 predicted=74.850684, expected=92.000000 predicted=73.847777, expected=72.000000 predicted=72.175540, expected=36.000000 predicted=66.443387, expected=36.000000 predicted=71.230550, expected=52.000000 predicted=58.870995, expected=120.000000 predicted=89.865027, expected=60.000000 predicted=65.355427, expected=28.000000 predicted=42.432534, expected=84.000000 predicted=59.871653, expected=52.000000 predicted=61.442399, expected=100.000000 predicted=92.233100, expected=116.000000 predicted=81.223662, expected=24.000000 predicted=48.932182, expected=52.000000 predicted=65.177090, expected=44.000000 predicted=54.462177, expected=48.000000 predicted=70.734959, expected=84.000000 predicted=77.732167, expected=52.000000 predicted=46.502783, expected=112.000000 predicted=75.679163, expected=124.000000 predicted=83.089677, expected=52.000000 predicted=67.435149, expected=32.000000 predicted=61.284067, expected=48.000000 predicted=57.997324, expected=52.000000 predicted=76.333335, expected=68.000000 predicted=77.692108, expected=128.000000 predicted=79.391875, expected=168.000000 predicted=98.873410, expected=96.000000 predicted=85.718957, expected=24.000000 predicted=58.573789, expected=84.000000 predicted=82.452492, expected=68.000000 predicted=96.541955, expected=80.000000 predicted=105.486145, expected=88.000000 predicted=79.818877, expected=60.000000 predicted=57.024566, expected=16.000000 predicted=53.935560, expected=68.000000 predicted=64.377294, expected=84.000000 predicted=75.371462, expected=56.000000 predicted=68.255933, expected=68.000000 predicted=59.439014, expected=44.000000 predicted=42.945776, expected=88.000000 predicted=74.972656, expected=56.000000 predicted=66.316935, expected=60.000000 predicted=61.286269, expected=4.000000 predicted=39.430237, expected=44.000000 predicted=47.182125, expected=56.000000 predicted=59.831830, expected=52.000000 predicted=52.240588, expected=92.000000 predicted=63.486505, expected=96.000000 predicted=57.600031, expected=68.000000 predicted=63.671390, expected=44.000000 predicted=56.290293, expected=40.000000 predicted=54.046342, expected=76.000000 predicted=76.828982, expected=56.000000 predicted=69.156636, expected=120.000000 predicted=83.494862, expected=76.000000 predicted=64.711993, expected=60.000000 predicted=62.363952, expected=100.000000 predicted=82.227321, expected=24.000000 predicted=57.026752, expected=76.000000 predicted=85.260408, expected=80.000000 predicted=71.535413, expected=68.000000 predicted=70.597595, expected=104.000000 predicted=86.159085, expected=20.000000 predicted=42.249641, expected=68.000000 predicted=69.982038, expected=56.000000 predicted=63.542258, expected=92.000000 predicted=79.493722, expected=116.000000 predicted=90.951907, expected=112.000000 predicted=77.405785, expected=84.000000 predicted=81.227236, expected=60.000000 predicted=70.940277, expected=64.000000 predicted=81.212456, expected=52.000000 predicted=80.897049, expected=32.000000 predicted=66.849747, expected=44.000000 predicted=57.107583, expected=112.000000 predicted=76.016589, expected=84.000000 predicted=72.541660, expected=20.000000 predicted=45.056171, expected=48.000000 predicted=44.307861, expected=108.000000 predicted=76.556202, expected=36.000000 predicted=71.457879, expected=56.000000 predicted=61.618043, expected=136.000000 predicted=74.047732, expected=108.000000 predicted=86.747165, expected=136.000000 predicted=110.751595, expected=72.000000 predicted=70.574725, expected=52.000000 predicted=74.865583, expected=88.000000 predicted=100.525042, expected=96.000000 predicted=99.480487, expected=100.000000 predicted=103.833243, expected=48.000000 predicted=65.279878, expected=68.000000 predicted=67.897268, expected=68.000000 predicted=76.322902, expected=40.000000 predicted=68.881982, expected=48.000000 predicted=63.875214, expected=60.000000 predicted=54.899040, expected=144.000000 predicted=93.672309, expected=56.000000 predicted=65.455094, expected=68.000000 predicted=62.913672, expected=88.000000 predicted=69.890191, expected=52.000000 predicted=71.523195, expected=72.000000 predicted=89.186974, expected=72.000000 predicted=65.544542, expected=84.000000 predicted=77.027860, expected=96.000000 predicted=83.808778, expected=96.000000 predicted=78.905201, expected=32.000000 predicted=61.575023, expected=36.000000 predicted=59.020611, expected=44.000000 predicted=61.496383, expected=72.000000 predicted=74.919999, expected=52.000000 predicted=61.986703, expected=60.000000 predicted=48.818513, expected=44.000000 predicted=44.628283, expected=20.000000 predicted=40.209568, expected=60.000000 predicted=56.913258, expected=36.000000 predicted=44.515059, expected=64.000000 predicted=55.881302, expected=80.000000 predicted=55.749196, expected=100.000000 predicted=65.694749, expected=92.000000 predicted=74.541819, expected=64.000000 predicted=62.537066, expected=24.000000 predicted=54.237347, expected=88.000000 predicted=79.353293, expected=64.000000 predicted=76.332456, expected=100.000000 predicted=86.376277, expected=20.000000 predicted=46.092799, expected=44.000000 predicted=47.452988, expected=24.000000 predicted=50.870733, expected=52.000000 predicted=57.262293, expected=52.000000 predicted=58.187292, expected=64.000000 predicted=45.581271, expected=124.000000 predicted=74.331077, expected=100.000000 predicted=70.609092, expected=36.000000 predicted=56.957397, expected=80.000000 predicted=68.832143, expected=28.000000 predicted=58.612422, expected=104.000000 predicted=97.344889, expected=80.000000 predicted=77.542039, expected=140.000000 predicted=90.456045, expected=128.000000 predicted=98.022343, expected=40.000000 predicted=63.807783, expected=36.000000 predicted=71.481680, expected=24.000000 predicted=60.644712, expected=76.000000 predicted=91.574161, expected=72.000000 predicted=78.516811, expected=52.000000 predicted=49.537173, expected=104.000000 predicted=65.486502, expected=136.000000 predicted=85.628261, expected=92.000000 predicted=89.290125, expected=52.000000 predicted=69.596714, expected=40.000000 predicted=60.099127, expected=92.000000 predicted=93.083277, expected=124.000000 predicted=110.845030, expected=68.000000 predicted=78.564673, expected=92.000000 predicted=74.131131, expected=96.000000 predicted=78.666053, expected=20.000000 predicted=68.684563, expected=76.000000 predicted=84.493216, expected=84.000000 predicted=74.924351, expected=140.000000 predicted=106.664102, expected=100.000000 predicted=89.495637, expected=40.000000 predicted=54.864097, expected=36.000000 predicted=62.239907, expected=24.000000 predicted=61.460151, expected=60.000000 predicted=81.334790, expected=100.000000 predicted=79.677420, expected=96.000000 predicted=67.683822, expected=48.000000 predicted=50.032367, expected=92.000000 predicted=65.242226, expected=84.000000 predicted=78.052448, expected=20.000000 predicted=65.130072, expected=28.000000 predicted=54.702284, expected=68.000000 predicted=58.732639, expected=68.000000 predicted=72.010491, expected=72.000000 predicted=65.788936, expected=52.000000 predicted=43.432309, expected=132.000000 predicted=80.732997, expected=68.000000 predicted=72.806297, expected=48.000000 predicted=65.574437, expected=60.000000 predicted=63.869001, expected=96.000000 predicted=80.955664, expected=56.000000 predicted=81.826046, expected=12.000000 predicted=44.425008, expected=52.000000 predicted=50.291975, expected=32.000000 predicted=49.149507, expected=48.000000 predicted=59.312793, expected=40.000000 predicted=40.702995, expected=84.000000 predicted=51.397953, expected=28.000000 predicted=41.707978, expected=48.000000 predicted=44.405615, expected=44.000000 predicted=44.975993, expected=48.000000 predicted=49.471818, expected=48.000000 predicted=54.438501, expected=56.000000 predicted=45.442393, expected=68.000000 predicted=55.772399, expected=68.000000 predicted=57.028452, expected=64.000000 predicted=57.859747, expected=48.000000 predicted=52.869833, expected=16.000000 predicted=42.459921, expected=40.000000 predicted=50.499386, expected=52.000000 predicted=53.558944, expected=44.000000 predicted=49.069431, expected=64.000000 predicted=49.342952, expected=76.000000 predicted=50.343149, expected=68.000000 predicted=57.777085, expected=48.000000 predicted=53.172315, expected=88.000000 predicted=67.160785, expected=88.000000 predicted=75.857120, expected=36.000000 predicted=60.431913, expected=80.000000 predicted=69.398005, expected=56.000000 predicted=59.802543, expected=20.000000 predicted=56.205087, expected=88.000000 predicted=71.675044, expected=152.000000 predicted=90.451059, expected=36.000000 predicted=64.671911, expected=28.000000 predicted=48.753196, expected=40.000000 predicted=43.779272, expected=76.000000 predicted=80.215599, expected=44.000000 predicted=73.828081, expected=100.000000 predicted=63.799823, expected=84.000000 predicted=60.469890, expected=44.000000 predicted=55.146204, expected=68.000000 predicted=67.940703, expected=52.000000 predicted=57.772333, expected=28.000000 predicted=61.016228, expected=16.000000 predicted=44.434682, expected=64.000000 predicted=51.136905, expected=128.000000 predicted=82.418198, expected=64.000000 predicted=59.070261, expected=116.000000 predicted=73.878440, expected=52.000000 predicted=53.319484, expected=24.000000 predicted=60.259575, expected=40.000000 predicted=70.073345, expected=52.000000 predicted=59.731204, expected=88.000000 predicted=81.232840, expected=48.000000 predicted=49.316876, expected=96.000000 predicted=62.471693, expected=40.000000 predicted=48.989447, expected=52.000000 predicted=59.073855, expected=32.000000 predicted=54.433638, expected=68.000000 predicted=60.148148, expected=20.000000 predicted=50.056454, expected=72.000000 predicted=53.733439, expected=72.000000 predicted=56.857557, expected=44.000000 predicted=47.370839, expected=80.000000 predicted=64.873675, expected=64.000000 predicted=52.795845, expected=40.000000 predicted=58.515090, expected=92.000000 predicted=72.801402, expected=60.000000 predicted=59.285749, expected=76.000000 predicted=74.018028, expected=108.000000 predicted=79.508823, expected=48.000000 predicted=59.653994, expected=20.000000 predicted=57.426985, expected=64.000000 predicted=60.670896, expected=124.000000 predicted=91.108615, expected=52.000000 predicted=72.967163, expected=40.000000 predicted=49.296412, expected=32.000000 predicted=39.098324, expected=20.000000 predicted=49.243491, expected=32.000000 predicted=59.225855, expected=60.000000 predicted=47.994460, expected=76.000000 predicted=52.738442, expected=44.000000 predicted=41.170388, expected=68.000000 predicted=48.438598, expected=88.000000 predicted=62.785931, expected=40.000000 predicted=56.639655, expected=76.000000 predicted=69.693878, expected=80.000000 predicted=64.798984, expected=124.000000 predicted=92.312085, expected=28.000000 predicted=61.221646, expected=52.000000 predicted=57.172464, expected=68.000000 predicted=69.305140, expected=16.000000 predicted=55.089763, expected=48.000000 predicted=65.809561, expected=64.000000 predicted=46.812660, expected=72.000000 predicted=60.496498, expected=32.000000 predicted=46.975540, expected=44.000000 predicted=39.076125, expected=44.000000 predicted=47.591130, expected=12.000000 predicted=40.059715, expected=64.000000 predicted=55.016916, expected=76.000000 predicted=51.419351, expected=112.000000 predicted=72.960648, expected=104.000000 predicted=72.649505, expected=64.000000 predicted=57.890612, expected=64.000000 predicted=71.150607, expected=60.000000 predicted=73.306513, expected=64.000000 predicted=81.712771, expected=56.000000 predicted=71.508574, expected=96.000000 predicted=75.323499, expected=44.000000 predicted=57.850026, expected=56.000000 predicted=60.581039, expected=32.000000 predicted=49.631466, expected=56.000000 predicted=58.075720, expected=56.000000 predicted=63.369244, expected=56.000000 predicted=51.504825, expected=104.000000 predicted=71.350883, expected=32.000000 predicted=44.392457, expected=24.000000 predicted=45.951697, expected=48.000000 predicted=49.938504, expected=40.000000 predicted=51.022362, expected=20.000000 predicted=49.010300, expected=84.000000 predicted=51.050972, expected=44.000000 predicted=39.890451, expected=20.000000 predicted=38.068525, expected=32.000000 predicted=34.941864, expected=32.000000 predicted=34.107251, expected=24.000000 predicted=44.251662, expected=44.000000 predicted=37.633495, expected=40.000000 predicted=31.822767, expected=64.000000 predicted=45.493302, expected=44.000000 predicted=39.506486, expected=48.000000 predicted=41.482210, expected=44.000000 predicted=44.602335, expected=44.000000 predicted=45.504046, expected=60.000000 predicted=55.717736, expected=44.000000 predicted=45.748645, expected=84.000000 predicted=61.686554, expected=64.000000 predicted=55.693488, expected=64.000000 predicted=58.856925, expected=32.000000 predicted=49.113045, expected=24.000000 predicted=42.668380, expected=48.000000 predicted=56.944609, expected=72.000000 predicted=60.535749, expected=132.000000 predicted=83.655972, expected=56.000000 predicted=53.064345, expected=56.000000 predicted=53.496578, expected=116.000000 predicted=81.669724, expected=68.000000 predicted=79.349499, expected=80.000000 predicted=92.893032, expected=128.000000 predicted=88.886924, expected=44.000000 predicted=67.694235, expected=24.000000 predicted=69.104990, expected=84.000000 predicted=71.720226, expected=76.000000 predicted=77.552534, expected=8.000000 predicted=59.893159, expected=76.000000 predicted=55.642935, expected=48.000000 predicted=44.535199, expected=76.000000 predicted=73.050482, expected=108.000000 predicted=77.295100, expected=88.000000 predicted=62.716603, expected=60.000000 predicted=70.898628, expected=28.000000 predicted=50.942211, expected=44.000000 predicted=62.459887, expected=68.000000 predicted=75.351577, expected=80.000000 predicted=73.263549, expected=64.000000 predicted=59.490153, expected=64.000000 predicted=53.112569, expected=48.000000 predicted=53.272135, expected=32.000000 predicted=53.469021, expected=112.000000 predicted=82.415669, expected=40.000000 predicted=55.068347, expected=60.000000 predicted=62.080422, expected=48.000000 predicted=48.754062, expected=60.000000 predicted=56.243538, expected=92.000000 predicted=83.072137, expected=44.000000 predicted=50.517071, expected=88.000000 predicted=70.770190, expected=60.000000 predicted=58.612279, expected=148.000000 predicted=98.705963, expected=16.000000 predicted=60.318122, expected=44.000000 predicted=57.247658, expected=84.000000 predicted=74.802748, expected=104.000000 predicted=85.199573, expected=40.000000 predicted=77.818574, expected=64.000000 predicted=50.839147, expected=120.000000 predicted=81.028922, expected=56.000000 predicted=74.809859, expected=76.000000 predicted=81.746112, expected=52.000000 predicted=55.943811, expected=68.000000 predicted=71.650326, expected=52.000000 predicted=74.030255, expected=108.000000 predicted=77.906287, expected=68.000000 predicted=70.326329, expected=68.000000 predicted=66.505328, expected=108.000000 predicted=82.874711, expected=56.000000 predicted=67.205881, expected=36.000000 predicted=70.447360, expected=64.000000 predicted=64.544194, expected=100.000000 predicted=80.065610, expected=108.000000 predicted=93.180116, expected=100.000000 predicted=79.070621, expected=84.000000 predicted=72.788492, expected=44.000000 predicted=68.279867, expected=16.000000 Test MSE: 1012.039
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696])] predicted=48.560217, expected=32.000000 predicted=44.627330, expected=44.000000 predicted=39.240423, expected=68.000000 predicted=52.024128, expected=28.000000 predicted=33.004482, expected=36.000000 predicted=31.253857, expected=24.000000 predicted=31.127916, expected=20.000000 predicted=32.487064, expected=36.000000 predicted=41.675191, expected=40.000000 predicted=33.840460, expected=48.000000 predicted=39.835226, expected=36.000000 predicted=32.904013, expected=52.000000 predicted=38.862084, expected=12.000000 predicted=28.818457, expected=28.000000 predicted=32.760171, expected=20.000000 predicted=30.844936, expected=60.000000 predicted=43.643067, expected=16.000000 predicted=32.400162, expected=44.000000 predicted=29.687444, expected=44.000000 predicted=36.404858, expected=32.000000 predicted=32.277312, expected=28.000000 predicted=38.374251, expected=16.000000 predicted=21.684327, expected=4.000000 predicted=22.572555, expected=16.000000 predicted=24.077855, expected=56.000000 predicted=37.070452, expected=32.000000 predicted=30.550394, expected=12.000000 predicted=17.714171, expected=12.000000 predicted=12.780290, expected=40.000000 predicted=28.728687, expected=40.000000 predicted=41.009621, expected=20.000000 predicted=25.985785, expected=16.000000 predicted=17.430969, expected=24.000000 predicted=21.251542, expected=32.000000 predicted=32.322408, expected=12.000000 predicted=23.803692, expected=24.000000 predicted=21.128484, expected=24.000000 predicted=21.249918, expected=56.000000 predicted=37.013740, expected=36.000000 predicted=34.026601, expected=36.000000 predicted=28.773840, expected=24.000000 predicted=27.654376, expected=36.000000 predicted=32.634140, expected=48.000000 predicted=45.767402, expected=36.000000 predicted=36.797903, expected=16.000000 predicted=27.500302, expected=20.000000 predicted=24.185101, expected=8.000000 predicted=22.296493, expected=28.000000 predicted=30.668239, expected=20.000000 predicted=24.325174, expected=24.000000 predicted=20.239835, expected=64.000000 predicted=37.784724, expected=8.000000 predicted=18.005676, expected=32.000000 predicted=28.317968, expected=36.000000 predicted=29.487063, expected=32.000000 predicted=31.732318, expected=4.000000 predicted=27.950914, expected=32.000000 predicted=21.821412, expected=28.000000 predicted=28.877353, expected=8.000000 predicted=21.432452, expected=8.000000 predicted=16.779702, expected=4.000000 predicted=8.000936, expected=28.000000 predicted=23.764560, expected=36.000000 predicted=27.007534, expected=32.000000 predicted=22.055696, expected=44.000000 predicted=27.874001, expected=28.000000 predicted=23.822501, expected=32.000000 predicted=31.371093, expected=28.000000 predicted=31.758088, expected=20.000000 predicted=27.306629, expected=36.000000 predicted=34.814722, expected=8.000000 predicted=20.619317, expected=28.000000 predicted=26.587604, expected=68.000000 predicted=42.570424, expected=36.000000 predicted=33.562493, expected=16.000000 predicted=27.251869, expected=24.000000 predicted=21.738305, expected=20.000000 predicted=27.057974, expected=28.000000 predicted=37.915725, expected=48.000000 predicted=36.556703, expected=20.000000 predicted=23.001258, expected=8.000000 predicted=18.378513, expected=28.000000 predicted=23.703892, expected=28.000000 predicted=27.818161, expected=28.000000 predicted=31.867678, expected=68.000000 predicted=40.197074, expected=36.000000 predicted=30.242411, expected=28.000000 predicted=31.580413, expected=44.000000 predicted=36.754609, expected=36.000000 predicted=36.667492, expected=24.000000 predicted=40.378619, expected=12.000000 predicted=24.502661, expected=24.000000 predicted=25.782796, expected=4.000000 predicted=21.533920, expected=36.000000 predicted=29.170433, expected=12.000000 predicted=18.172892, expected=20.000000 predicted=17.293602, expected=52.000000 predicted=32.770635, expected=28.000000 predicted=23.415835, expected=12.000000 predicted=23.768693, expected=60.000000 predicted=34.728544, expected=12.000000 predicted=23.825140, expected=40.000000 predicted=39.241305, expected=20.000000 predicted=25.177883, expected=12.000000 predicted=18.886479, expected=12.000000 predicted=27.228005, expected=24.000000 predicted=19.258585, expected=12.000000 predicted=21.949162, expected=16.000000 predicted=16.582205, expected=40.000000 predicted=23.983966, expected=52.000000 predicted=32.576412, expected=60.000000 predicted=41.705692, expected=36.000000 predicted=31.858749, expected=44.000000 predicted=36.260270, expected=20.000000 predicted=33.952328, expected=44.000000 predicted=44.130203, expected=8.000000 predicted=31.789314, expected=16.000000 predicted=24.820692, expected=36.000000 predicted=32.664962, expected=24.000000 predicted=24.670175, expected=28.000000 predicted=30.336121, expected=16.000000 predicted=16.593989, expected=16.000000 predicted=18.700590, expected=24.000000 predicted=25.799423, expected=36.000000 predicted=28.112488, expected=36.000000 predicted=30.360860, expected=52.000000 predicted=34.636542, expected=44.000000 predicted=34.654334, expected=16.000000 predicted=26.718290, expected=16.000000 predicted=26.568442, expected=40.000000 predicted=35.209868, expected=36.000000 predicted=39.307741, expected=28.000000 predicted=32.776247, expected=36.000000 predicted=27.878000, expected=36.000000 predicted=30.081409, expected=20.000000 predicted=30.288324, expected=12.000000 predicted=23.628008, expected=16.000000 predicted=21.468701, expected=20.000000 predicted=24.553244, expected=24.000000 predicted=25.333591, expected=20.000000 predicted=19.571541, expected=36.000000 predicted=24.059847, expected=32.000000 predicted=25.787406, expected=24.000000 predicted=24.481784, expected=60.000000 predicted=39.167724, expected=32.000000 predicted=31.852056, expected=32.000000 predicted=34.771729, expected=40.000000 predicted=35.657463, expected=32.000000 predicted=32.947426, expected=52.000000 predicted=48.327048, expected=16.000000 predicted=28.415987, expected=16.000000 predicted=25.616249, expected=8.000000 predicted=22.092447, expected=40.000000 predicted=31.874573, expected=12.000000 predicted=26.765036, expected=16.000000 predicted=16.745512, expected=20.000000 predicted=17.587332, expected=20.000000 predicted=17.557866, expected=16.000000 predicted=22.965542, expected=40.000000 predicted=24.833928, expected=32.000000 predicted=25.859220, expected=24.000000 predicted=24.309459, expected=32.000000 predicted=26.643084, expected=8.000000 predicted=17.952952, expected=20.000000 predicted=25.900923, expected=44.000000 predicted=32.760415, expected=24.000000 predicted=26.132922, expected=12.000000 predicted=21.351614, expected=28.000000 predicted=20.067545, expected=20.000000 predicted=22.401746, expected=28.000000 predicted=30.323312, expected=20.000000 predicted=21.710483, expected=48.000000 predicted=30.068725, expected=36.000000 predicted=32.419640, expected=52.000000 predicted=37.425753, expected=44.000000 predicted=38.236718, expected=28.000000 predicted=31.483995, expected=24.000000 predicted=34.734881, expected=16.000000 predicted=27.420447, expected=32.000000 predicted=35.611353, expected=48.000000 predicted=39.825327, expected=48.000000 predicted=37.948482, expected=24.000000 predicted=28.406391, expected=8.000000 predicted=18.676173, expected=28.000000 predicted=28.726450, expected=12.000000 predicted=27.060920, expected=36.000000 predicted=33.451535, expected=24.000000 predicted=23.439853, expected=20.000000 predicted=18.531345, expected=28.000000 predicted=25.617098, expected=52.000000 predicted=32.960875, expected=32.000000 predicted=34.121489, expected=16.000000 predicted=23.601077, expected=28.000000 predicted=25.546056, expected=16.000000 predicted=24.363376, expected=24.000000 predicted=31.253463, expected=16.000000 predicted=21.856502, expected=36.000000 predicted=25.421872, expected=4.000000 predicted=17.358775, expected=20.000000 predicted=18.009074, expected=4.000000 predicted=13.911297, expected=20.000000 predicted=17.224009, expected=32.000000 predicted=26.684266, expected=8.000000 predicted=11.510946, expected=8.000000 predicted=13.122363, expected=36.000000 predicted=19.936632, expected=32.000000 predicted=26.242850, expected=52.000000 predicted=37.129154, expected=32.000000 predicted=26.075840, expected=48.000000 predicted=33.443493, expected=12.000000 predicted=28.131809, expected=32.000000 predicted=32.018724, expected=20.000000 predicted=32.098626, expected=8.000000 predicted=21.166786, expected=40.000000 predicted=33.848467, expected=16.000000 predicted=18.912487, expected=16.000000 predicted=21.987769, expected=24.000000 predicted=20.527930, expected=4.000000 predicted=12.021553, expected=28.000000 predicted=26.166974, expected=48.000000 predicted=29.577687, expected=16.000000 predicted=21.186687, expected=36.000000 predicted=27.794518, expected=24.000000 predicted=20.715059, expected=12.000000 predicted=22.921438, expected=12.000000 predicted=23.999285, expected=20.000000 predicted=18.647194, expected=4.000000 predicted=17.426624, expected=16.000000 predicted=16.282776, expected=8.000000 predicted=10.551662, expected=20.000000 predicted=15.130095, expected=16.000000 predicted=15.915654, expected=28.000000 predicted=17.263809, expected=40.000000 predicted=26.456576, expected=4.000000 predicted=13.408133, expected=8.000000 predicted=14.488545, expected=28.000000 predicted=20.608879, expected=32.000000 predicted=28.037179, expected=16.000000 predicted=24.170792, expected=28.000000 predicted=18.331227, expected=32.000000 predicted=23.242339, expected=32.000000 predicted=29.851188, expected=40.000000 predicted=33.575708, expected=8.000000 predicted=18.803505, expected=20.000000 predicted=23.533842, expected=4.000000 predicted=17.838630, expected=4.000000 predicted=15.938905, expected=20.000000 predicted=21.012556, expected=20.000000 predicted=14.749742, expected=12.000000 predicted=14.728048, expected=16.000000 predicted=11.502752, expected=12.000000 predicted=11.213800, expected=16.000000 predicted=16.622009, expected=20.000000 predicted=17.912051, expected=4.000000 predicted=10.426897, expected=24.000000 predicted=17.388820, expected=8.000000 predicted=11.966443, expected=4.000000 predicted=10.557503, expected=16.000000 predicted=14.051027, expected=12.000000 predicted=10.476836, expected=52.000000 predicted=30.516164, expected=52.000000 predicted=31.407628, expected=24.000000 predicted=23.128491, expected=20.000000 predicted=22.271487, expected=12.000000 predicted=18.877511, expected=8.000000 predicted=25.804129, expected=4.000000 predicted=20.412908, expected=32.000000 predicted=22.413102, expected=8.000000 predicted=14.412938, expected=16.000000 predicted=13.777266, expected=16.000000 predicted=12.657327, expected=8.000000 predicted=10.512533, expected=12.000000 predicted=16.918271, expected=12.000000 predicted=10.970003, expected=12.000000 predicted=13.164654, expected=12.000000 predicted=12.620930, expected=20.000000 predicted=13.943697, expected=12.000000 predicted=12.948623, expected=16.000000 predicted=14.059715, expected=4.000000 predicted=9.545023, expected=20.000000 predicted=14.947375, expected=24.000000 predicted=19.431704, expected=4.000000 predicted=10.980851, expected=20.000000 predicted=15.562791, expected=4.000000 predicted=8.144440, expected=20.000000 predicted=17.483824, expected=44.000000 predicted=27.828891, expected=52.000000 predicted=30.852096, expected=24.000000 predicted=26.170779, expected=20.000000 predicted=19.321269, expected=20.000000 predicted=23.479659, expected=8.000000 predicted=24.654618, expected=24.000000 predicted=29.012972, expected=24.000000 predicted=22.215408, expected=12.000000 predicted=17.133614, expected=28.000000 predicted=21.393805, expected=4.000000 predicted=11.244639, expected=8.000000 predicted=14.768818, expected=28.000000 predicted=20.901840, expected=32.000000 predicted=22.754433, expected=20.000000 predicted=22.480748, expected=20.000000 predicted=15.645668, expected=16.000000 predicted=16.146236, expected=24.000000 predicted=24.196901, expected=28.000000 predicted=26.586680, expected=32.000000 predicted=25.878390, expected=16.000000 predicted=20.311430, expected=40.000000 predicted=27.716068, expected=4.000000 predicted=18.229607, expected=16.000000 predicted=20.776687, expected=16.000000 predicted=20.251682, expected=4.000000 predicted=12.854930, expected=24.000000 predicted=22.929532, expected=16.000000 predicted=12.776054, expected=24.000000 predicted=19.235425, expected=16.000000 predicted=16.176552, expected=8.000000 predicted=10.782149, expected=24.000000 predicted=20.400100, expected=8.000000 predicted=13.954026, expected=24.000000 predicted=20.454906, expected=24.000000 predicted=19.059697, expected=8.000000 predicted=12.736363, expected=4.000000 predicted=12.410063, expected=16.000000 predicted=12.453025, expected=8.000000 predicted=14.477158, expected=20.000000 predicted=17.430055, expected=20.000000 predicted=14.119713, expected=32.000000 predicted=19.483572, expected=20.000000 predicted=19.365718, expected=24.000000 predicted=19.102050, expected=8.000000 predicted=16.136388, expected=4.000000 predicted=13.346767, expected=16.000000 predicted=18.647659, expected=12.000000 predicted=14.964148, expected=20.000000 predicted=17.984753, expected=8.000000 predicted=9.718720, expected=4.000000 predicted=6.966474, expected=32.000000 predicted=19.687913, expected=8.000000 predicted=13.052833, expected=12.000000 predicted=14.413690, expected=20.000000 predicted=13.530746, expected=32.000000 predicted=20.327843, expected=40.000000 predicted=31.301899, expected=12.000000 predicted=16.415956, expected=4.000000 predicted=12.274382, expected=4.000000 predicted=12.609791, expected=24.000000 predicted=22.956933, expected=28.000000 predicted=26.523541, expected=12.000000 predicted=13.918913, expected=12.000000 predicted=10.583317, expected=4.000000 predicted=8.257451, expected=4.000000 predicted=12.411065, expected=8.000000 predicted=12.949038, expected=20.000000 predicted=13.612876, expected=20.000000 predicted=14.783378, expected=28.000000 predicted=16.808095, expected=16.000000 predicted=13.949289, expected=12.000000 predicted=13.558952, expected=36.000000 predicted=25.084530, expected=40.000000 predicted=29.956966, expected=20.000000 predicted=25.310463, expected=4.000000 predicted=13.821206, expected=12.000000 predicted=14.679041, expected=12.000000 predicted=20.693312, expected=4.000000 predicted=16.735265, expected=8.000000 predicted=10.634291, expected=20.000000 predicted=11.751401, expected=4.000000 predicted=9.200545, expected=4.000000 predicted=7.374882, expected=12.000000 predicted=7.966977, expected=8.000000 predicted=9.075173, expected=12.000000 predicted=12.472558, expected=16.000000 predicted=10.256585, expected=32.000000 predicted=18.027083, expected=24.000000 predicted=19.226229, expected=4.000000 predicted=10.898152, expected=20.000000 predicted=15.995533, expected=16.000000 predicted=17.285252, expected=12.000000 predicted=19.239532, expected=16.000000 predicted=16.544145, expected=8.000000 predicted=9.574592, expected=12.000000 predicted=14.182656, expected=16.000000 predicted=14.375616, expected=4.000000 predicted=9.484853, expected=24.000000 predicted=16.565027, expected=40.000000 predicted=22.996045, expected=4.000000 predicted=13.451667, expected=12.000000 predicted=13.778490, expected=12.000000 predicted=11.214030, expected=16.000000 predicted=19.027887, expected=8.000000 predicted=17.625368, expected=16.000000 predicted=11.096679, expected=8.000000 predicted=10.667747, expected=28.000000 predicted=18.200117, expected=4.000000 predicted=11.404425, expected=20.000000 predicted=14.344627, expected=20.000000 predicted=16.774020, expected=12.000000 predicted=13.683834, expected=12.000000 predicted=16.368569, expected=24.000000 predicted=15.480927, expected=28.000000 predicted=22.668597, expected=28.000000 predicted=23.393612, expected=24.000000 predicted=20.419695, expected=8.000000 predicted=14.840953, expected=4.000000 predicted=14.432389, expected=32.000000 predicted=24.639265, expected=24.000000 predicted=23.909393, expected=8.000000 predicted=16.016065, expected=12.000000 predicted=11.234557, expected=12.000000 predicted=11.726521, expected=12.000000 Test MSE: 186.578
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139])] predicted=18.460525, expected=4.000000 predicted=15.406338, expected=8.000000 predicted=10.482668, expected=12.000000 predicted=9.363634, expected=4.000000 predicted=6.102791, expected=8.000000 predicted=6.947873, expected=24.000000 predicted=11.256400, expected=12.000000 predicted=9.309339, expected=4.000000 predicted=10.240796, expected=8.000000 predicted=11.318240, expected=32.000000 predicted=14.845842, expected=16.000000 predicted=14.837864, expected=12.000000 predicted=13.483128, expected=8.000000 predicted=14.678875, expected=12.000000 predicted=12.560220, expected=12.000000 predicted=16.640243, expected=16.000000 predicted=12.853242, expected=8.000000 predicted=11.147909, expected=8.000000 predicted=10.211506, expected=20.000000 predicted=14.097938, expected=8.000000 predicted=10.217698, expected=4.000000 predicted=10.567553, expected=16.000000 predicted=12.725142, expected=12.000000 predicted=9.484887, expected=12.000000 predicted=12.194929, expected=16.000000 predicted=12.621950, expected=4.000000 predicted=8.535935, expected=8.000000 predicted=11.937396, expected=12.000000 predicted=11.661604, expected=16.000000 predicted=10.435065, expected=20.000000 predicted=13.757866, expected=28.000000 predicted=14.722585, expected=12.000000 predicted=14.268308, expected=20.000000 predicted=18.231563, expected=8.000000 predicted=17.204904, expected=8.000000 predicted=14.439078, expected=8.000000 predicted=16.318389, expected=12.000000 predicted=10.406726, expected=40.000000 predicted=18.954299, expected=12.000000 predicted=11.919753, expected=8.000000 predicted=13.454662, expected=4.000000 predicted=16.066642, expected=4.000000 predicted=10.237558, expected=20.000000 predicted=18.308301, expected=12.000000 predicted=9.297705, expected=12.000000 predicted=9.500886, expected=8.000000 predicted=10.644871, expected=24.000000 predicted=12.895609, expected=8.000000 predicted=13.466112, expected=4.000000 predicted=10.248550, expected=4.000000 predicted=11.840765, expected=28.000000 predicted=12.661752, expected=20.000000 predicted=14.783287, expected=8.000000 predicted=10.120084, expected=8.000000 predicted=13.529854, expected=16.000000 predicted=13.046398, expected=12.000000 predicted=15.099942, expected=16.000000 predicted=14.154950, expected=20.000000 predicted=14.015328, expected=8.000000 predicted=11.315085, expected=4.000000 predicted=12.834814, expected=8.000000 predicted=12.221406, expected=16.000000 predicted=11.970124, expected=12.000000 predicted=11.446929, expected=4.000000 predicted=8.089038, expected=36.000000 predicted=15.905556, expected=40.000000 predicted=18.678522, expected=4.000000 predicted=13.954633, expected=16.000000 predicted=22.074823, expected=24.000000 predicted=20.643525, expected=12.000000 predicted=18.526955, expected=16.000000 predicted=22.283559, expected=20.000000 predicted=15.508075, expected=32.000000 predicted=19.414603, expected=16.000000 predicted=19.413579, expected=8.000000 predicted=16.267525, expected=4.000000 predicted=16.986612, expected=24.000000 predicted=17.813836, expected=8.000000 predicted=14.828005, expected=24.000000 predicted=14.820141, expected=28.000000 predicted=17.951343, expected=8.000000 predicted=11.146008, expected=4.000000 predicted=17.960115, expected=36.000000 predicted=20.429288, expected=36.000000 predicted=20.815832, expected=8.000000 predicted=17.396417, expected=12.000000 predicted=20.192437, expected=4.000000 predicted=15.015030, expected=16.000000 predicted=18.618190, expected=8.000000 predicted=16.052838, expected=8.000000 predicted=8.117340, expected=4.000000 predicted=9.965858, expected=16.000000 predicted=8.998194, expected=16.000000 predicted=11.841594, expected=16.000000 predicted=10.360858, expected=8.000000 predicted=11.490412, expected=16.000000 predicted=12.490015, expected=24.000000 predicted=16.857096, expected=28.000000 predicted=17.218352, expected=12.000000 predicted=16.422985, expected=16.000000 predicted=17.525367, expected=8.000000 predicted=17.125501, expected=8.000000 predicted=14.980884, expected=12.000000 predicted=16.282177, expected=28.000000 predicted=14.455370, expected=4.000000 predicted=10.715669, expected=8.000000 predicted=11.443545, expected=8.000000 predicted=13.050332, expected=4.000000 predicted=7.760530, expected=8.000000 predicted=12.598416, expected=16.000000 predicted=8.360869, expected=40.000000 predicted=15.274155, expected=4.000000 predicted=9.745920, expected=12.000000 predicted=14.053311, expected=28.000000 predicted=21.552235, expected=8.000000 predicted=12.024114, expected=12.000000 predicted=20.676486, expected=24.000000 predicted=16.563779, expected=24.000000 predicted=15.180338, expected=12.000000 predicted=18.203678, expected=8.000000 predicted=14.878390, expected=12.000000 predicted=15.492053, expected=16.000000 predicted=15.934903, expected=12.000000 predicted=14.135059, expected=32.000000 predicted=17.209147, expected=4.000000 predicted=11.271144, expected=12.000000 predicted=14.417640, expected=12.000000 predicted=17.276524, expected=16.000000 predicted=11.653695, expected=20.000000 predicted=18.827183, expected=16.000000 predicted=11.918248, expected=24.000000 predicted=17.258559, expected=12.000000 predicted=15.565118, expected=16.000000 predicted=17.023807, expected=4.000000 predicted=15.710941, expected=20.000000 predicted=15.497532, expected=8.000000 predicted=14.526448, expected=12.000000 predicted=10.832348, expected=16.000000 predicted=15.161708, expected=20.000000 predicted=11.395842, expected=8.000000 predicted=13.885828, expected=8.000000 predicted=11.918830, expected=4.000000 predicted=11.592359, expected=20.000000 predicted=13.143581, expected=24.000000 predicted=15.010317, expected=8.000000 predicted=9.449159, expected=24.000000 predicted=16.979820, expected=16.000000 predicted=14.696949, expected=20.000000 predicted=17.253563, expected=24.000000 predicted=21.898089, expected=20.000000 predicted=16.358818, expected=4.000000 predicted=17.552404, expected=12.000000 predicted=17.167008, expected=8.000000 predicted=14.640020, expected=16.000000 predicted=13.935805, expected=24.000000 predicted=16.188072, expected=20.000000 predicted=12.071225, expected=16.000000 predicted=15.919412, expected=8.000000 predicted=14.692987, expected=16.000000 predicted=16.932656, expected=16.000000 predicted=17.122591, expected=12.000000 predicted=13.904733, expected=8.000000 predicted=13.428832, expected=24.000000 predicted=14.838609, expected=24.000000 predicted=16.247413, expected=4.000000 predicted=12.342479, expected=4.000000 predicted=14.219595, expected=36.000000 predicted=18.936389, expected=12.000000 predicted=13.660989, expected=4.000000 predicted=13.942966, expected=32.000000 predicted=20.341535, expected=28.000000 predicted=14.638699, expected=4.000000 predicted=17.807336, expected=12.000000 predicted=19.041057, expected=20.000000 predicted=15.814413, expected=8.000000 predicted=14.983396, expected=24.000000 predicted=19.610256, expected=24.000000 predicted=14.929197, expected=28.000000 predicted=17.386565, expected=4.000000 predicted=17.817150, expected=24.000000 predicted=19.411311, expected=4.000000 predicted=17.515729, expected=8.000000 predicted=13.828215, expected=12.000000 predicted=17.734630, expected=16.000000 predicted=8.507676, expected=8.000000 predicted=12.974573, expected=24.000000 predicted=12.956126, expected=20.000000 predicted=13.988996, expected=16.000000 predicted=14.144341, expected=4.000000 predicted=15.607516, expected=12.000000 predicted=13.648200, expected=16.000000 predicted=16.257347, expected=32.000000 predicted=17.016625, expected=4.000000 predicted=12.477219, expected=4.000000 predicted=11.505683, expected=8.000000 predicted=15.100703, expected=20.000000 predicted=12.088519, expected=28.000000 predicted=18.371189, expected=24.000000 predicted=13.255007, expected=8.000000 predicted=13.745684, expected=12.000000 predicted=17.059430, expected=8.000000 predicted=16.459582, expected=16.000000 predicted=16.337925, expected=8.000000 predicted=13.677036, expected=28.000000 predicted=13.976501, expected=44.000000 predicted=20.959101, expected=12.000000 predicted=13.751878, expected=12.000000 predicted=21.693423, expected=20.000000 predicted=22.124047, expected=4.000000 predicted=15.861936, expected=4.000000 predicted=19.303559, expected=24.000000 predicted=15.519863, expected=32.000000 predicted=14.432662, expected=8.000000 predicted=13.340990, expected=28.000000 predicted=19.366057, expected=12.000000 predicted=15.744803, expected=4.000000 predicted=15.109761, expected=16.000000 predicted=22.152444, expected=12.000000 predicted=10.432255, expected=20.000000 predicted=16.698771, expected=12.000000 predicted=13.153714, expected=8.000000 predicted=10.118679, expected=12.000000 predicted=14.960612, expected=20.000000 predicted=13.614741, expected=32.000000 predicted=18.341863, expected=20.000000 predicted=15.892011, expected=12.000000 predicted=16.225224, expected=16.000000 predicted=19.649168, expected=16.000000 predicted=18.112916, expected=12.000000 predicted=18.395875, expected=4.000000 predicted=13.765282, expected=8.000000 predicted=11.784718, expected=36.000000 predicted=17.747936, expected=20.000000 predicted=13.433238, expected=12.000000 predicted=14.414108, expected=12.000000 predicted=17.198877, expected=28.000000 predicted=17.818910, expected=12.000000 predicted=19.385296, expected=28.000000 predicted=20.299450, expected=16.000000 predicted=17.994815, expected=20.000000 predicted=16.913248, expected=8.000000 predicted=20.547114, expected=8.000000 predicted=13.533048, expected=12.000000 predicted=17.770168, expected=12.000000 predicted=11.669906, expected=16.000000 predicted=13.880126, expected=12.000000 predicted=10.958818, expected=20.000000 predicted=13.432161, expected=8.000000 predicted=12.450739, expected=16.000000 predicted=14.011143, expected=12.000000 predicted=14.812232, expected=28.000000 predicted=15.633442, expected=12.000000 predicted=15.852803, expected=4.000000 predicted=11.324487, expected=4.000000 predicted=14.987584, expected=16.000000 predicted=11.991343, expected=12.000000 predicted=13.171374, expected=12.000000 predicted=10.097711, expected=28.000000 predicted=14.575039, expected=12.000000 predicted=10.741212, expected=16.000000 predicted=16.259123, expected=8.000000 predicted=15.483855, expected=8.000000 predicted=11.884949, expected=8.000000 predicted=15.570528, expected=8.000000 predicted=9.286072, expected=20.000000 predicted=13.036657, expected=16.000000 predicted=10.531075, expected=4.000000 predicted=9.045119, expected=12.000000 predicted=13.061322, expected=12.000000 predicted=11.124463, expected=24.000000 predicted=15.045999, expected=16.000000 predicted=14.333755, expected=4.000000 predicted=9.745916, expected=8.000000 predicted=14.357322, expected=12.000000 predicted=12.168160, expected=4.000000 predicted=10.642009, expected=12.000000 predicted=11.284770, expected=4.000000 predicted=6.621480, expected=16.000000 predicted=9.344855, expected=16.000000 predicted=11.746092, expected=8.000000 predicted=7.492693, expected=16.000000 predicted=14.073593, expected=12.000000 predicted=10.711737, expected=20.000000 predicted=14.624825, expected=8.000000 predicted=13.373330, expected=12.000000 predicted=11.977284, expected=16.000000 predicted=15.573410, expected=8.000000 predicted=10.439719, expected=12.000000 predicted=14.271753, expected=20.000000 predicted=13.371960, expected=8.000000 predicted=10.492403, expected=4.000000 predicted=11.842980, expected=20.000000 predicted=14.023826, expected=12.000000 predicted=10.475878, expected=12.000000 predicted=12.934838, expected=8.000000 predicted=11.767706, expected=24.000000 predicted=12.872451, expected=16.000000 predicted=15.091478, expected=4.000000 predicted=10.854383, expected=12.000000 predicted=15.202313, expected=20.000000 predicted=13.250001, expected=12.000000 predicted=13.518317, expected=8.000000 predicted=12.886889, expected=16.000000 predicted=12.799238, expected=24.000000 predicted=14.812708, expected=16.000000 predicted=15.110407, expected=8.000000 predicted=13.830648, expected=12.000000 predicted=14.695563, expected=8.000000 predicted=12.995028, expected=8.000000 predicted=13.005358, expected=8.000000 predicted=11.123076, expected=20.000000 predicted=11.036247, expected=12.000000 predicted=10.562132, expected=4.000000 predicted=8.882308, expected=20.000000 predicted=14.505217, expected=12.000000 predicted=10.451297, expected=16.000000 predicted=14.021662, expected=8.000000 predicted=13.057273, expected=8.000000 predicted=9.590059, expected=12.000000 predicted=14.363291, expected=32.000000 predicted=15.337006, expected=12.000000 predicted=12.741398, expected=4.000000 predicted=11.681171, expected=4.000000 predicted=14.027662, expected=16.000000 predicted=12.210443, expected=24.000000 predicted=17.021626, expected=12.000000 predicted=10.571766, expected=24.000000 predicted=15.260545, expected=12.000000 predicted=13.854398, expected=8.000000 predicted=14.223945, expected=12.000000 predicted=18.175375, expected=28.000000 predicted=15.769189, expected=8.000000 predicted=13.808431, expected=12.000000 predicted=13.892209, expected=4.000000 predicted=12.774975, expected=8.000000 predicted=10.174509, expected=8.000000 predicted=13.755971, expected=16.000000 predicted=8.968631, expected=8.000000 predicted=9.228263, expected=16.000000 predicted=9.958233, expected=12.000000 predicted=11.474125, expected=8.000000 predicted=9.570659, expected=12.000000 predicted=13.770900, expected=16.000000 predicted=11.478067, expected=4.000000 predicted=10.189200, expected=20.000000 predicted=13.936166, expected=40.000000 predicted=18.050297, expected=16.000000 predicted=13.296065, expected=80.000000 predicted=35.446348, expected=8.000000 predicted=21.795854, expected=36.000000 predicted=30.702258, expected=16.000000 predicted=40.073047, expected=36.000000 predicted=23.754032, expected=16.000000 predicted=39.304030, expected=20.000000 predicted=18.461924, expected=16.000000 predicted=26.707208, expected=20.000000 predicted=18.341445, expected=12.000000 predicted=21.481176, expected=8.000000 predicted=14.570776, expected=16.000000 predicted=16.870807, expected=12.000000 predicted=13.116171, expected=8.000000 predicted=12.509362, expected=12.000000 predicted=12.540985, expected=12.000000 predicted=10.626346, expected=20.000000 predicted=13.692810, expected=20.000000 predicted=14.245953, expected=12.000000 predicted=12.699045, expected=12.000000 predicted=15.191536, expected=12.000000 predicted=14.487811, expected=20.000000 predicted=16.132085, expected=8.000000 predicted=13.691352, expected=12.000000 predicted=12.719593, expected=20.000000 predicted=15.392920, expected=8.000000 predicted=11.011729, expected=4.000000 predicted=12.717716, expected=4.000000 predicted=10.141942, expected=8.000000 predicted=8.638681, expected=8.000000 predicted=9.304847, expected=12.000000 predicted=7.608301, expected=24.000000 predicted=10.754277, expected=32.000000 predicted=14.343793, expected=16.000000 predicted=14.968559, expected=12.000000 predicted=17.199302, expected=4.000000 predicted=16.519563, expected=8.000000 predicted=15.302522, expected=8.000000 predicted=14.764132, expected=20.000000 predicted=11.850379, expected=32.000000 predicted=15.394291, expected=8.000000 predicted=10.469470, expected=20.000000 predicted=17.103624, expected=40.000000 predicted=23.266835, expected=4.000000 predicted=15.255833, expected=8.000000 predicted=21.228533, expected=16.000000 predicted=18.199529, expected=20.000000 predicted=14.636808, expected=8.000000 predicted=17.803314, expected=20.000000 predicted=13.526174, expected=16.000000 predicted=14.267014, expected=4.000000 predicted=11.791525, expected=8.000000 predicted=14.920664, expected=16.000000 predicted=11.854886, expected=8.000000 predicted=10.836736, expected=16.000000 predicted=12.774836, expected=20.000000 predicted=12.492948, expected=12.000000 predicted=11.251969, expected=4.000000 predicted=13.124766, expected=12.000000 predicted=12.612094, expected=12.000000 predicted=12.171412, expected=24.000000 predicted=14.667861, expected=16.000000 predicted=13.527435, expected=16.000000 predicted=12.860254, expected=8.000000 predicted=15.068173, expected=4.000000 predicted=11.858779, expected=12.000000 predicted=15.035480, expected=4.000000 predicted=9.106770, expected=16.000000 predicted=11.022238, expected=8.000000 predicted=8.938982, expected=20.000000 predicted=9.952907, expected=8.000000 predicted=11.877901, expected=4.000000 Test MSE: 88.624
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126])] predicted=74.204919, expected=32.000000 predicted=43.240825, expected=120.000000 predicted=80.494598, expected=40.000000 predicted=59.661022, expected=72.000000 predicted=67.443750, expected=84.000000 predicted=74.122655, expected=84.000000 predicted=76.324957, expected=52.000000 predicted=70.473163, expected=60.000000 predicted=60.596231, expected=32.000000 predicted=54.474892, expected=80.000000 predicted=70.844874, expected=56.000000 predicted=61.445791, expected=56.000000 predicted=56.359368, expected=56.000000 predicted=54.652698, expected=76.000000 predicted=62.879159, expected=44.000000 predicted=57.922729, expected=64.000000 predicted=59.117473, expected=64.000000 predicted=60.233731, expected=100.000000 predicted=77.134081, expected=76.000000 predicted=73.107538, expected=92.000000 predicted=76.475114, expected=116.000000 predicted=92.067298, expected=64.000000 predicted=79.279447, expected=60.000000 predicted=76.630936, expected=28.000000 predicted=57.735096, expected=64.000000 predicted=70.065215, expected=100.000000 predicted=83.822724, expected=80.000000 predicted=72.492549, expected=88.000000 predicted=73.353857, expected=32.000000 predicted=51.695501, expected=32.000000 predicted=54.462132, expected=64.000000 predicted=66.452966, expected=44.000000 predicted=57.130095, expected=64.000000 predicted=58.741439, expected=112.000000 predicted=71.301335, expected=44.000000 predicted=55.689450, expected=68.000000 predicted=64.177952, expected=52.000000 predicted=56.835600, expected=56.000000 predicted=64.871849, expected=72.000000 predicted=70.657775, expected=56.000000 predicted=57.414910, expected=92.000000 predicted=73.116712, expected=52.000000 predicted=59.506147, expected=52.000000 predicted=59.141592, expected=76.000000 predicted=67.482242, expected=32.000000 predicted=53.751093, expected=44.000000 predicted=54.881316, expected=88.000000 predicted=64.235514, expected=72.000000 predicted=66.471194, expected=76.000000 predicted=68.464795, expected=68.000000 predicted=60.538709, expected=120.000000 predicted=88.184575, expected=80.000000 predicted=84.486764, expected=60.000000 predicted=73.090759, expected=88.000000 predicted=79.940542, expected=72.000000 predicted=79.483522, expected=52.000000 predicted=74.267134, expected=64.000000 predicted=66.375978, expected=104.000000 predicted=81.630705, expected=60.000000 predicted=72.446626, expected=64.000000 predicted=66.939384, expected=76.000000 predicted=68.266151, expected=84.000000 predicted=78.678427, expected=48.000000 predicted=67.889705, expected=68.000000 predicted=65.146811, expected=60.000000 predicted=63.940031, expected=32.000000 predicted=54.838978, expected=108.000000 predicted=77.846815, expected=100.000000 predicted=78.314982, expected=36.000000 predicted=60.671405, expected=64.000000 predicted=61.202406, expected=68.000000 predicted=64.536194, expected=36.000000 predicted=64.581805, expected=36.000000 predicted=52.255497, expected=88.000000 predicted=61.592556, expected=72.000000 predicted=65.983384, expected=72.000000 predicted=66.206059, expected=52.000000 predicted=53.601693, expected=76.000000 predicted=66.268278, expected=84.000000 predicted=77.805215, expected=84.000000 predicted=77.419637, expected=72.000000 predicted=72.354762, expected=108.000000 predicted=84.948266, expected=108.000000 predicted=93.772864, expected=60.000000 predicted=79.441652, expected=24.000000 predicted=59.421700, expected=36.000000 predicted=56.748482, expected=112.000000 predicted=88.653003, expected=44.000000 predicted=63.635018, expected=100.000000 predicted=72.886289, expected=48.000000 predicted=52.435317, expected=28.000000 predicted=51.426822, expected=64.000000 predicted=65.545298, expected=32.000000 predicted=47.779172, expected=60.000000 predicted=60.134670, expected=104.000000 predicted=67.624361, expected=48.000000 predicted=54.148789, expected=120.000000 predicted=83.072152, expected=68.000000 predicted=67.119770, expected=44.000000 predicted=66.994703, expected=76.000000 predicted=73.732061, expected=60.000000 predicted=66.960551, expected=80.000000 predicted=80.375044, expected=48.000000 predicted=57.786102, expected=48.000000 predicted=55.259468, expected=52.000000 predicted=57.461708, expected=16.000000 predicted=42.688831, expected=48.000000 predicted=49.325071, expected=76.000000 predicted=55.135240, expected=68.000000 predicted=58.441996, expected=72.000000 predicted=58.978789, expected=56.000000 predicted=52.057145, expected=24.000000 predicted=47.209674, expected=16.000000 predicted=41.834196, expected=72.000000 predicted=57.458645, expected=48.000000 predicted=51.827840, expected=52.000000 predicted=48.504453, expected=80.000000 predicted=52.796678, expected=68.000000 predicted=58.026655, expected=48.000000 predicted=58.593148, expected=56.000000 predicted=55.102560, expected=44.000000 predicted=53.448633, expected=40.000000 predicted=53.628180, expected=64.000000 predicted=56.377066, expected=68.000000 predicted=57.741150, expected=104.000000 predicted=74.602678, expected=60.000000 predicted=61.112782, expected=100.000000 predicted=77.528393, expected=40.000000 predicted=61.537652, expected=60.000000 predicted=69.032627, expected=68.000000 predicted=70.450380, expected=52.000000 predicted=62.686173, expected=100.000000 predicted=79.229307, expected=72.000000 predicted=65.941738, expected=44.000000 predicted=60.641044, expected=44.000000 predicted=54.626959, expected=60.000000 predicted=60.650482, expected=56.000000 predicted=64.804768, expected=76.000000 predicted=64.590312, expected=40.000000 predicted=48.705806, expected=48.000000 predicted=51.071952, expected=32.000000 predicted=45.246715, expected=68.000000 predicted=58.341190, expected=36.000000 predicted=48.227920, expected=68.000000 predicted=53.663663, expected=92.000000 predicted=64.687985, expected=76.000000 predicted=66.396850, expected=76.000000 predicted=70.045620, expected=60.000000 predicted=61.961762, expected=48.000000 predicted=63.666672, expected=36.000000 predicted=57.640597, expected=56.000000 predicted=58.747272, expected=52.000000 predicted=55.974024, expected=96.000000 predicted=69.373448, expected=56.000000 predicted=56.782593, expected=80.000000 predicted=65.398127, expected=44.000000 predicted=55.828713, expected=40.000000 predicted=55.413115, expected=52.000000 predicted=59.037758, expected=136.000000 predicted=87.006348, expected=108.000000 predicted=88.972420, expected=56.000000 predicted=66.602122, expected=44.000000 predicted=56.531493, expected=52.000000 predicted=65.722662, expected=64.000000 predicted=79.684138, expected=60.000000 predicted=67.207829, expected=56.000000 predicted=55.253283, expected=60.000000 predicted=55.308880, expected=40.000000 predicted=50.757904, expected=44.000000 predicted=51.409879, expected=36.000000 predicted=45.702538, expected=24.000000 predicted=39.244549, expected=44.000000 predicted=42.561789, expected=84.000000 predicted=56.074032, expected=80.000000 predicted=61.180217, expected=44.000000 predicted=48.372434, expected=52.000000 predicted=48.643797, expected=44.000000 predicted=52.247324, expected=64.000000 predicted=64.957033, expected=48.000000 predicted=55.149170, expected=64.000000 predicted=55.210371, expected=60.000000 predicted=55.557449, expected=44.000000 predicted=51.027388, expected=56.000000 predicted=55.274901, expected=40.000000 predicted=48.228513, expected=32.000000 predicted=45.796135, expected=72.000000 predicted=56.084872, expected=64.000000 predicted=55.650301, expected=64.000000 predicted=58.207586, expected=48.000000 predicted=48.910629, expected=60.000000 predicted=55.233639, expected=84.000000 predicted=70.879119, expected=48.000000 predicted=59.207319, expected=56.000000 predicted=58.081438, expected=64.000000 predicted=58.487185, expected=80.000000 predicted=70.563085, expected=48.000000 predicted=60.849236, expected=60.000000 predicted=57.611373, expected=44.000000 predicted=53.220741, expected=48.000000 predicted=55.995817, expected=56.000000 predicted=56.983968, expected=72.000000 predicted=59.659183, expected=76.000000 predicted=64.362073, expected=56.000000 predicted=56.776408, expected=60.000000 predicted=58.668498, expected=60.000000 predicted=61.161135, expected=36.000000 predicted=54.853749, expected=32.000000 predicted=48.082374, expected=80.000000 predicted=60.534465, expected=76.000000 predicted=64.678062, expected=56.000000 predicted=57.671087, expected=60.000000 predicted=53.434591, expected=56.000000 predicted=56.244237, expected=48.000000 predicted=60.437993, expected=52.000000 predicted=57.112205, expected=80.000000 predicted=64.300019, expected=76.000000 predicted=66.723710, expected=40.000000 predicted=53.413143, expected=52.000000 predicted=53.307180, expected=88.000000 predicted=69.656639, expected=40.000000 predicted=59.958879, expected=52.000000 predicted=56.837259, expected=80.000000 predicted=60.872524, expected=96.000000 predicted=76.852986, expected=80.000000 predicted=76.456045, expected=60.000000 predicted=62.416750, expected=64.000000 predicted=66.674480, expected=56.000000 predicted=68.594564, expected=52.000000 predicted=66.119957, expected=88.000000 predicted=73.174645, expected=60.000000 predicted=62.977239, expected=72.000000 predicted=67.190901, expected=48.000000 predicted=56.360174, expected=112.000000 predicted=81.851887, expected=152.000000 predicted=107.008571, expected=120.000000 predicted=101.629466, expected=112.000000 predicted=100.812725, expected=148.000000 predicted=117.401992, expected=136.000000 predicted=131.974946, expected=156.000000 predicted=144.549299, expected=216.000000 predicted=164.726827, expected=84.000000 predicted=125.796553, expected=88.000000 predicted=122.826371, expected=56.000000 predicted=99.643609, expected=76.000000 predicted=109.133922, expected=68.000000 predicted=97.987754, expected=72.000000 predicted=75.233076, expected=92.000000 predicted=80.336172, expected=84.000000 predicted=76.834309, expected=52.000000 predicted=67.743538, expected=72.000000 predicted=70.692204, expected=24.000000 predicted=53.862169, expected=44.000000 predicted=58.388134, expected=28.000000 predicted=44.889210, expected=68.000000 predicted=55.340474, expected=52.000000 predicted=51.046276, expected=48.000000 predicted=44.537445, expected=48.000000 predicted=45.808307, expected=72.000000 predicted=56.622033, expected=60.000000 predicted=60.023058, expected=60.000000 predicted=57.418543, expected=68.000000 predicted=59.882857, expected=44.000000 predicted=53.960116, expected=60.000000 predicted=60.595254, expected=72.000000 predicted=63.368563, expected=72.000000 predicted=66.528633, expected=36.000000 predicted=52.454004, expected=40.000000 predicted=47.502730, expected=48.000000 predicted=52.026973, expected=52.000000 predicted=55.452218, expected=84.000000 predicted=65.067717, expected=40.000000 predicted=46.721151, expected=84.000000 predicted=63.430267, expected=72.000000 predicted=63.884438, expected=44.000000 predicted=58.389066, expected=44.000000 predicted=55.334981, expected=80.000000 predicted=64.089411, expected=112.000000 predicted=86.760299, expected=72.000000 predicted=72.882127, expected=60.000000 predicted=62.840380, expected=64.000000 predicted=65.261424, expected=44.000000 predicted=65.161976, expected=48.000000 predicted=64.195145, expected=84.000000 predicted=68.516259, expected=44.000000 predicted=55.160262, expected=56.000000 predicted=56.533234, expected=40.000000 predicted=46.429482, expected=52.000000 predicted=53.713094, expected=68.000000 predicted=61.826289, expected=64.000000 predicted=57.232397, expected=68.000000 predicted=60.566130, expected=40.000000 predicted=49.103120, expected=56.000000 predicted=56.185897, expected=32.000000 predicted=48.485800, expected=32.000000 predicted=45.202214, expected=28.000000 predicted=38.922102, expected=56.000000 predicted=45.410996, expected=88.000000 predicted=61.297721, expected=80.000000 predicted=60.813367, expected=72.000000 predicted=60.674950, expected=32.000000 predicted=47.346023, expected=64.000000 predicted=62.914234, expected=44.000000 predicted=59.535684, expected=56.000000 predicted=60.208729, expected=76.000000 predicted=62.667429, expected=56.000000 predicted=54.709954, expected=72.000000 predicted=64.030589, expected=80.000000 predicted=66.451108, expected=68.000000 predicted=68.227476, expected=52.000000 predicted=62.682369, expected=68.000000 predicted=64.640777, expected=60.000000 predicted=65.374578, expected=60.000000 predicted=64.915463, expected=52.000000 predicted=57.397542, expected=40.000000 predicted=50.372933, expected=76.000000 predicted=64.112329, expected=32.000000 predicted=48.452908, expected=48.000000 predicted=50.715589, expected=64.000000 predicted=53.573347, expected=84.000000 predicted=65.883747, expected=44.000000 predicted=55.674244, expected=36.000000 predicted=44.070299, expected=52.000000 predicted=51.401703, expected=80.000000 predicted=67.392072, expected=28.000000 predicted=49.851983, expected=60.000000 predicted=51.008092, expected=56.000000 predicted=50.705328, expected=52.000000 predicted=55.564317, expected=72.000000 predicted=62.413247, expected=40.000000 predicted=46.801044, expected=32.000000 predicted=46.255219, expected=28.000000 predicted=40.108470, expected=64.000000 predicted=53.304575, expected=80.000000 predicted=63.011471, expected=32.000000 predicted=42.700429, expected=40.000000 predicted=41.067991, expected=80.000000 predicted=58.180394, expected=48.000000 predicted=57.491551, expected=76.000000 predicted=65.306402, expected=44.000000 predicted=47.861018, expected=88.000000 predicted=68.835137, expected=56.000000 predicted=63.309503, expected=68.000000 predicted=64.388982, expected=44.000000 predicted=56.581179, expected=48.000000 predicted=54.407330, expected=68.000000 predicted=64.579617, expected=104.000000 predicted=76.493478, expected=52.000000 predicted=62.091848, expected=52.000000 predicted=56.049454, expected=52.000000 predicted=56.371549, expected=44.000000 predicted=58.501549, expected=44.000000 predicted=56.860677, expected=20.000000 predicted=37.290147, expected=80.000000 predicted=57.126134, expected=180.000000 predicted=101.864137, expected=132.000000 predicted=99.238425, expected=248.000000 predicted=152.135866, expected=88.000000 predicted=107.930784, expected=104.000000 predicted=122.043365, expected=76.000000 predicted=116.173938, expected=80.000000 predicted=113.768317, expected=100.000000 predicted=119.624852, expected=56.000000 predicted=77.887967, expected=44.000000 predicted=66.620078, expected=56.000000 predicted=62.576691, expected=48.000000 predicted=61.592381, expected=48.000000 predicted=58.004308, expected=80.000000 predicted=61.951881, expected=72.000000 predicted=63.111746, expected=76.000000 predicted=67.159120, expected=60.000000 predicted=60.709860, expected=96.000000 predicted=77.168036, expected=64.000000 predicted=72.955645, expected=112.000000 predicted=88.812748, expected=60.000000 predicted=73.077429, expected=32.000000 predicted=58.124707, expected=60.000000 predicted=64.257860, expected=68.000000 predicted=68.466665, expected=80.000000 predicted=76.585903, expected=88.000000 predicted=71.230740, expected=36.000000 predicted=52.045762, expected=44.000000 predicted=53.944711, expected=48.000000 predicted=55.762694, expected=44.000000 predicted=56.235213, expected=28.000000 predicted=43.889147, expected=76.000000 predicted=53.002272, expected=32.000000 predicted=43.306171, expected=100.000000 predicted=66.959563, expected=56.000000 predicted=56.156505, expected=76.000000 predicted=64.358427, expected=28.000000 predicted=50.337589, expected=72.000000 predicted=60.844707, expected=52.000000 predicted=63.297425, expected=60.000000 predicted=59.268022, expected=52.000000 predicted=55.137450, expected=52.000000 predicted=50.999537, expected=72.000000 predicted=63.615742, expected=64.000000 predicted=61.057059, expected=64.000000 predicted=61.596285, expected=60.000000 predicted=59.014325, expected=84.000000 predicted=70.165892, expected=88.000000 predicted=77.848735, expected=68.000000 predicted=70.891326, expected=104.000000 predicted=82.875775, expected=72.000000 predicted=77.358731, expected=40.000000 predicted=65.709377, expected=44.000000 predicted=59.119519, expected=68.000000 predicted=66.570843, expected=56.000000 predicted=66.406821, expected=60.000000 predicted=58.410408, expected=40.000000 predicted=46.421171, expected=60.000000 predicted=54.609308, expected=32.000000 predicted=47.917196, expected=76.000000 predicted=59.735705, expected=80.000000 predicted=65.638072, expected=104.000000 predicted=77.176136, expected=88.000000 predicted=77.236693, expected=56.000000 predicted=64.782111, expected=60.000000 predicted=69.014075, expected=76.000000 predicted=76.633393, expected=52.000000 predicted=70.385181, expected=80.000000 predicted=72.032228, expected=64.000000 predicted=64.338474, expected=84.000000 predicted=73.366927, expected=80.000000 predicted=74.943764, expected=92.000000 predicted=79.365597, expected=28.000000 predicted=59.356583, expected=56.000000 predicted=60.155714, expected=84.000000 Test MSE: 665.011
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355])] predicted=120.830482, expected=100.000000 predicted=113.709107, expected=152.000000 predicted=114.785342, expected=116.000000 predicted=104.248759, expected=96.000000 predicted=101.972981, expected=76.000000 predicted=92.180537, expected=96.000000 predicted=99.749695, expected=108.000000 predicted=114.644889, expected=136.000000 predicted=114.965614, expected=148.000000 predicted=119.374906, expected=140.000000 predicted=116.654229, expected=152.000000 predicted=131.642662, expected=148.000000 predicted=135.974312, expected=128.000000 predicted=136.306772, expected=84.000000 predicted=122.097951, expected=128.000000 predicted=131.266894, expected=180.000000 predicted=150.828672, expected=96.000000 predicted=119.256246, expected=108.000000 predicted=122.152859, expected=48.000000 predicted=87.158060, expected=116.000000 predicted=112.529421, expected=84.000000 predicted=113.040234, expected=108.000000 predicted=95.220172, expected=148.000000 predicted=119.935384, expected=104.000000 predicted=89.925385, expected=128.000000 predicted=120.610910, expected=64.000000 predicted=91.068256, expected=132.000000 predicted=116.164446, expected=96.000000 predicted=114.535840, expected=72.000000 predicted=89.389673, expected=148.000000 predicted=125.579457, expected=120.000000 predicted=99.445245, expected=112.000000 predicted=115.816642, expected=68.000000 predicted=94.920441, expected=104.000000 predicted=96.910520, expected=60.000000 predicted=97.260186, expected=108.000000 predicted=101.438214, expected=220.000000 predicted=144.329796, expected=180.000000 predicted=126.988080, expected=128.000000 predicted=129.534947, expected=68.000000 predicted=102.303245, expected=36.000000 predicted=92.588314, expected=20.000000 predicted=100.512610, expected=40.000000 predicted=82.555619, expected=152.000000 predicted=107.483074, expected=172.000000 predicted=106.610119, expected=120.000000 predicted=89.950923, expected=112.000000 predicted=93.896238, expected=128.000000 predicted=107.002202, expected=88.000000 predicted=117.589342, expected=112.000000 predicted=128.766852, expected=196.000000 predicted=147.641482, expected=128.000000 predicted=122.387583, expected=112.000000 predicted=124.877680, expected=116.000000 predicted=117.820320, expected=108.000000 predicted=114.916952, expected=112.000000 predicted=136.643079, expected=116.000000 predicted=118.169628, expected=128.000000 predicted=118.273686, expected=104.000000 predicted=111.283683, expected=140.000000 predicted=123.319716, expected=56.000000 predicted=92.921202, expected=84.000000 predicted=99.625954, expected=68.000000 predicted=94.584931, expected=132.000000 predicted=105.741445, expected=124.000000 predicted=117.487533, expected=184.000000 predicted=121.222131, expected=124.000000 predicted=116.617251, expected=108.000000 predicted=106.542435, expected=152.000000 predicted=143.174519, expected=140.000000 predicted=132.796536, expected=176.000000 predicted=163.967874, expected=156.000000 predicted=145.134239, expected=216.000000 predicted=166.048530, expected=92.000000 predicted=136.569204, expected=48.000000 predicted=108.626753, expected=112.000000 predicted=137.134119, expected=128.000000 predicted=126.171861, expected=112.000000 predicted=135.342086, expected=188.000000 predicted=136.360989, expected=148.000000 predicted=115.257205, expected=92.000000 predicted=113.803471, expected=52.000000 predicted=102.596119, expected=120.000000 predicted=114.784894, expected=116.000000 predicted=130.130620, expected=128.000000 predicted=122.680857, expected=152.000000 predicted=123.198676, expected=148.000000 predicted=113.581268, expected=84.000000 predicted=111.030975, expected=80.000000 predicted=106.037791, expected=96.000000 predicted=110.371975, expected=84.000000 predicted=106.107923, expected=112.000000 predicted=115.063071, expected=64.000000 predicted=79.073558, expected=140.000000 predicted=106.351986, expected=108.000000 predicted=102.957076, expected=88.000000 predicted=90.418397, expected=124.000000 predicted=116.616136, expected=72.000000 predicted=80.552460, expected=136.000000 predicted=124.836440, expected=148.000000 predicted=124.232527, expected=112.000000 predicted=105.697941, expected=148.000000 predicted=134.521888, expected=40.000000 predicted=79.063770, expected=116.000000 predicted=118.772708, expected=76.000000 predicted=106.295665, expected=104.000000 predicted=99.340011, expected=76.000000 predicted=102.427641, expected=108.000000 predicted=81.589165, expected=128.000000 predicted=113.841644, expected=88.000000 predicted=88.867044, expected=120.000000 predicted=110.220949, expected=80.000000 predicted=89.153157, expected=140.000000 predicted=117.474011, expected=136.000000 predicted=125.740320, expected=144.000000 predicted=118.974203, expected=72.000000 predicted=105.280261, expected=96.000000 predicted=99.063215, expected=76.000000 predicted=105.491428, expected=84.000000 predicted=99.899643, expected=108.000000 predicted=110.795123, expected=112.000000 predicted=93.146312, expected=96.000000 predicted=96.242131, expected=68.000000 predicted=81.198649, expected=64.000000 predicted=79.376188, expected=88.000000 predicted=91.536684, expected=96.000000 predicted=94.042972, expected=128.000000 predicted=103.286886, expected=152.000000 predicted=110.816922, expected=132.000000 predicted=108.305898, expected=120.000000 predicted=114.360868, expected=96.000000 predicted=108.135454, expected=148.000000 predicted=133.620203, expected=76.000000 predicted=112.867661, expected=128.000000 predicted=122.013200, expected=188.000000 predicted=146.057648, expected=200.000000 predicted=147.847526, expected=96.000000 predicted=130.663424, expected=80.000000 predicted=103.325964, expected=84.000000 predicted=113.874351, expected=100.000000 predicted=125.600343, expected=84.000000 predicted=118.825967, expected=140.000000 predicted=110.890594, expected=116.000000 predicted=102.182918, expected=108.000000 predicted=101.144730, expected=64.000000 predicted=91.399674, expected=100.000000 predicted=95.655308, expected=124.000000 predicted=119.785940, expected=128.000000 predicted=114.003757, expected=112.000000 predicted=110.159882, expected=128.000000 predicted=106.506339, expected=68.000000 predicted=94.332624, expected=84.000000 predicted=102.089336, expected=76.000000 predicted=98.146501, expected=92.000000 predicted=94.056427, expected=112.000000 predicted=107.565076, expected=232.000000 predicted=140.863683, expected=168.000000 predicted=133.517183, expected=116.000000 predicted=115.986904, expected=124.000000 predicted=128.841988, expected=156.000000 predicted=140.587633, expected=160.000000 predicted=173.458766, expected=192.000000 predicted=169.794014, expected=248.000000 predicted=184.190925, expected=200.000000 predicted=175.382137, expected=140.000000 predicted=164.164207, expected=112.000000 predicted=152.322408, expected=176.000000 predicted=177.708347, expected=152.000000 predicted=179.632340, expected=160.000000 predicted=166.564224, expected=124.000000 predicted=139.448750, expected=180.000000 predicted=150.414484, expected=104.000000 predicted=140.899448, expected=56.000000 predicted=107.606744, expected=148.000000 predicted=144.037438, expected=124.000000 predicted=119.601906, expected=104.000000 predicted=126.020118, expected=172.000000 predicted=137.151424, expected=156.000000 predicted=119.324627, expected=132.000000 predicted=138.551143, expected=84.000000 predicted=115.765899, expected=300.000000 predicted=191.000886, expected=120.000000 predicted=150.565141, expected=116.000000 predicted=140.291111, expected=124.000000 predicted=146.676372, expected=144.000000 predicted=121.132883, expected=136.000000 predicted=182.293017, expected=120.000000 predicted=123.687522, expected=52.000000 predicted=96.103948, expected=104.000000 predicted=111.557683, expected=116.000000 predicted=118.756136, expected=164.000000 predicted=131.948281, expected=112.000000 predicted=116.624310, expected=120.000000 predicted=101.930870, expected=168.000000 predicted=139.159430, expected=120.000000 predicted=122.722925, expected=172.000000 predicted=157.059902, expected=100.000000 predicted=120.327321, expected=200.000000 predicted=154.698123, expected=228.000000 predicted=188.229043, expected=120.000000 predicted=135.067494, expected=140.000000 predicted=161.277205, expected=108.000000 predicted=127.205189, expected=144.000000 predicted=156.242354, expected=108.000000 predicted=149.334945, expected=244.000000 predicted=168.038530, expected=168.000000 predicted=157.417060, expected=132.000000 predicted=134.619438, expected=112.000000 predicted=144.100586, expected=148.000000 predicted=137.206782, expected=112.000000 predicted=157.531663, expected=108.000000 predicted=129.868475, expected=148.000000 predicted=135.997760, expected=128.000000 predicted=121.953264, expected=148.000000 predicted=140.153242, expected=108.000000 predicted=119.368237, expected=116.000000 predicted=117.881871, expected=108.000000 predicted=125.773216, expected=76.000000 predicted=102.850202, expected=200.000000 predicted=153.181579, expected=196.000000 predicted=147.994710, expected=100.000000 predicted=118.273478, expected=156.000000 predicted=143.888467, expected=168.000000 predicted=138.978463, expected=140.000000 predicted=157.615748, expected=116.000000 predicted=150.152999, expected=188.000000 predicted=149.011488, expected=168.000000 predicted=158.127749, expected=156.000000 predicted=157.768629, expected=156.000000 predicted=155.608942, expected=120.000000 predicted=132.853881, expected=116.000000 predicted=146.976487, expected=160.000000 predicted=154.548381, expected=168.000000 predicted=152.945561, expected=140.000000 predicted=145.130976, expected=112.000000 predicted=127.695808, expected=116.000000 predicted=125.493018, expected=136.000000 predicted=140.519704, expected=144.000000 predicted=143.613473, expected=180.000000 predicted=151.750198, expected=212.000000 predicted=162.586627, expected=188.000000 predicted=161.700887, expected=204.000000 predicted=179.431845, expected=164.000000 predicted=170.182879, expected=196.000000 predicted=188.896878, expected=152.000000 predicted=181.602151, expected=164.000000 predicted=173.648713, expected=144.000000 predicted=170.777686, expected=120.000000 predicted=144.266452, expected=88.000000 predicted=137.413356, expected=180.000000 predicted=154.054363, expected=176.000000 predicted=157.577897, expected=220.000000 predicted=172.136674, expected=176.000000 predicted=162.276568, expected=204.000000 predicted=165.491063, expected=100.000000 predicted=155.455440, expected=164.000000 predicted=167.589115, expected=100.000000 predicted=155.757511, expected=172.000000 predicted=156.946816, expected=196.000000 predicted=183.097273, expected=152.000000 predicted=136.028490, expected=120.000000 predicted=148.014640, expected=128.000000 predicted=130.445331, expected=120.000000 predicted=141.475244, expected=96.000000 predicted=133.935161, expected=108.000000 predicted=123.342257, expected=232.000000 predicted=161.238065, expected=204.000000 predicted=161.563528, expected=136.000000 predicted=140.442898, expected=96.000000 predicted=125.495776, expected=136.000000 predicted=134.972157, expected=112.000000 predicted=152.854022, expected=96.000000 predicted=132.590739, expected=228.000000 predicted=166.615642, expected=188.000000 predicted=146.168910, expected=96.000000 predicted=126.320782, expected=76.000000 predicted=117.367506, expected=144.000000 predicted=127.413195, expected=84.000000 predicted=133.954138, expected=176.000000 predicted=155.808673, expected=160.000000 predicted=132.823214, expected=168.000000 predicted=128.720162, expected=164.000000 predicted=158.777011, expected=152.000000 predicted=135.005432, expected=164.000000 predicted=167.151800, expected=132.000000 predicted=149.208935, expected=160.000000 predicted=159.447652, expected=148.000000 predicted=154.678213, expected=152.000000 predicted=149.855264, expected=92.000000 predicted=132.284109, expected=100.000000 predicted=119.876828, expected=180.000000 predicted=156.488677, expected=100.000000 predicted=120.478924, expected=156.000000 predicted=143.912094, expected=160.000000 predicted=136.209250, expected=136.000000 predicted=124.784086, expected=152.000000 predicted=159.442888, expected=148.000000 predicted=134.696142, expected=112.000000 predicted=135.165716, expected=100.000000 predicted=129.908807, expected=172.000000 predicted=146.951180, expected=172.000000 predicted=152.116348, expected=252.000000 predicted=186.633857, expected=136.000000 predicted=145.609283, expected=124.000000 predicted=134.724142, expected=84.000000 predicted=140.777335, expected=68.000000 predicted=116.244604, expected=164.000000 predicted=170.915846, expected=192.000000 predicted=148.844559, expected=172.000000 predicted=144.178935, expected=180.000000 predicted=147.075948, expected=108.000000 predicted=117.774577, expected=184.000000 predicted=169.865705, expected=152.000000 predicted=167.462450, expected=148.000000 predicted=154.195312, expected=232.000000 predicted=194.380877, expected=184.000000 predicted=158.888656, expected=188.000000 predicted=184.386358, expected=108.000000 predicted=149.637264, expected=164.000000 predicted=160.184586, expected=116.000000 predicted=164.879938, expected=148.000000 predicted=153.252179, expected=232.000000 predicted=191.504981, expected=160.000000 predicted=145.091088, expected=124.000000 predicted=150.019361, expected=132.000000 predicted=140.591296, expected=124.000000 predicted=139.109637, expected=112.000000 predicted=153.355329, expected=108.000000 predicted=128.230858, expected=168.000000 predicted=139.149428, expected=200.000000 predicted=157.734332, expected=148.000000 predicted=141.324958, expected=100.000000 predicted=123.364049, expected=160.000000 predicted=143.248554, expected=104.000000 predicted=135.399755, expected=76.000000 predicted=126.657399, expected=156.000000 predicted=141.660814, expected=168.000000 predicted=131.521115, expected=84.000000 predicted=119.342056, expected=136.000000 predicted=125.520102, expected=120.000000 predicted=111.303768, expected=168.000000 predicted=147.853515, expected=180.000000 predicted=163.209064, expected=196.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=148.393917, expected=228.000000 predicted=184.623872, expected=140.000000 predicted=151.374391, expected=116.000000 predicted=153.343978, expected=128.000000 predicted=156.655091, expected=100.000000 predicted=140.010352, expected=180.000000 predicted=175.365552, expected=172.000000 predicted=151.054129, expected=156.000000 predicted=140.301732, expected=120.000000 predicted=135.773889, expected=100.000000 predicted=116.124913, expected=124.000000 predicted=143.316958, expected=104.000000 predicted=128.952260, expected=136.000000 predicted=133.846239, expected=192.000000 predicted=148.666553, expected=184.000000 predicted=145.301285, expected=120.000000 predicted=133.619908, expected=104.000000 predicted=122.028001, expected=132.000000 predicted=137.223729, expected=116.000000 predicted=141.580121, expected=164.000000 predicted=155.802149, expected=220.000000 predicted=164.313857, expected=180.000000 predicted=150.805444, expected=108.000000 predicted=136.205995, expected=112.000000 predicted=131.180784, expected=112.000000 predicted=137.728658, expected=100.000000 predicted=141.487018, expected=180.000000 predicted=159.259891, expected=188.000000 predicted=145.940839, expected=152.000000 predicted=138.171639, expected=168.000000 predicted=150.616430, expected=136.000000 predicted=135.204340, expected=152.000000 predicted=161.472459, expected=104.000000 predicted=144.278814, expected=144.000000 predicted=143.440798, expected=196.000000 predicted=169.996846, expected=88.000000 predicted=119.346404, expected=112.000000 predicted=132.157610, expected=104.000000 predicted=114.035985, expected=112.000000 predicted=120.758855, expected=120.000000 predicted=139.738256, expected=128.000000 predicted=110.794733, expected=184.000000 predicted=142.648177, expected=224.000000 predicted=162.949716, expected=156.000000 predicted=146.544033, expected=100.000000 predicted=129.763916, expected=112.000000 predicted=132.929071, expected=152.000000 predicted=156.992621, expected=176.000000 predicted=175.401513, expected=228.000000 predicted=180.482255, expected=128.000000 predicted=132.952463, expected=172.000000 predicted=154.080807, expected=96.000000 predicted=138.114923, expected=124.000000 predicted=144.601183, expected=120.000000 predicted=157.651249, expected=188.000000 predicted=148.939258, expected=136.000000 predicted=148.128341, expected=132.000000 predicted=123.622539, expected=140.000000 predicted=138.644197, expected=112.000000 predicted=122.802908, expected=220.000000 predicted=183.542244, expected=136.000000 predicted=141.861056, expected=180.000000 predicted=155.792613, expected=184.000000 predicted=168.231096, expected=212.000000 predicted=168.869182, expected=128.000000 predicted=173.637038, expected=104.000000 predicted=134.318013, expected=116.000000 predicted=147.701565, expected=136.000000 predicted=148.120979, expected=128.000000 predicted=150.953216, expected=204.000000 predicted=157.049128, expected=160.000000 predicted=140.578306, expected=128.000000 predicted=132.609327, expected=124.000000 predicted=139.150293, expected=152.000000 predicted=142.803414, expected=132.000000 predicted=155.774054, expected=192.000000 predicted=165.133715, expected=216.000000 predicted=171.600709, expected=184.000000 predicted=162.419509, expected=144.000000 predicted=159.714931, expected=132.000000 predicted=147.114452, expected=120.000000 predicted=154.410046, expected=88.000000 predicted=141.831959, expected=100.000000 predicted=130.700504, expected=128.000000 predicted=126.954072, expected=116.000000 predicted=117.979717, expected=156.000000 predicted=131.891266, expected=100.000000 predicted=105.139396, expected=108.000000 predicted=109.376524, expected=112.000000 Test MSE: 1592.999
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371])] predicted=79.826725, expected=44.000000 predicted=74.145312, expected=52.000000 predicted=67.026378, expected=60.000000 predicted=60.240727, expected=88.000000 predicted=58.620157, expected=20.000000 predicted=53.917008, expected=108.000000 predicted=60.362163, expected=64.000000 predicted=66.119448, expected=76.000000 predicted=67.926301, expected=68.000000 predicted=70.237309, expected=92.000000 predicted=74.039462, expected=100.000000 predicted=80.041689, expected=60.000000 predicted=78.630905, expected=168.000000 predicted=89.837275, expected=44.000000 predicted=93.676887, expected=76.000000 predicted=91.075249, expected=80.000000 predicted=89.638749, expected=64.000000 predicted=83.451071, expected=88.000000 predicted=77.478509, expected=108.000000 predicted=76.780866, expected=60.000000 predicted=80.259913, expected=76.000000 predicted=80.178380, expected=40.000000 predicted=76.864869, expected=108.000000 predicted=75.690755, expected=64.000000 predicted=72.569666, expected=80.000000 predicted=70.741501, expected=32.000000 predicted=69.822228, expected=56.000000 predicted=66.136883, expected=40.000000 predicted=60.476677, expected=48.000000 predicted=51.324665, expected=60.000000 predicted=48.788178, expected=44.000000 predicted=47.487437, expected=88.000000 predicted=52.671895, expected=56.000000 predicted=56.967546, expected=128.000000 predicted=67.065938, expected=52.000000 predicted=74.056951, expected=72.000000 predicted=76.207208, expected=52.000000 predicted=76.641908, expected=100.000000 predicted=75.118036, expected=116.000000 predicted=78.570770, expected=204.000000 predicted=93.497301, expected=136.000000 predicted=115.300963, expected=120.000000 predicted=129.086936, expected=52.000000 predicted=131.754712, expected=60.000000 predicted=118.655834, expected=108.000000 predicted=104.521075, expected=96.000000 predicted=89.186512, expected=60.000000 predicted=79.985213, expected=136.000000 predicted=85.399130, expected=36.000000 predicted=88.030769, expected=32.000000 predicted=78.115751, expected=76.000000 predicted=71.642739, expected=60.000000 predicted=65.460403, expected=44.000000 predicted=57.668710, expected=84.000000 predicted=55.400368, expected=116.000000 predicted=67.504004, expected=32.000000 predicted=69.656086, expected=56.000000 predicted=67.528993, expected=92.000000 predicted=72.023254, expected=64.000000 predicted=71.309864, expected=84.000000 predicted=69.071316, expected=68.000000 predicted=69.391949, expected=204.000000 predicted=88.733001, expected=44.000000 predicted=95.820821, expected=60.000000 predicted=92.214607, expected=80.000000 predicted=94.814795, expected=76.000000 predicted=88.143461, expected=56.000000 predicted=77.211066, expected=40.000000 predicted=62.750053, expected=124.000000 predicted=69.424724, expected=216.000000 predicted=89.638152, expected=112.000000 predicted=103.871963, expected=132.000000 predicted=119.954444, expected=128.000000 predicted=136.418986, expected=96.000000 predicted=136.365489, expected=40.000000 predicted=117.284096, expected=92.000000 predicted=99.420080, expected=88.000000 predicted=91.360692, expected=64.000000 predicted=79.739454, expected=72.000000 predicted=74.514134, expected=80.000000 predicted=75.038145, expected=72.000000 predicted=75.860169, expected=76.000000 predicted=73.803485, expected=56.000000 predicted=71.404669, expected=60.000000 predicted=69.235984, expected=72.000000 predicted=67.677265, expected=52.000000 predicted=63.742234, expected=100.000000 predicted=66.230387, expected=72.000000 predicted=69.305948, expected=36.000000 predicted=67.242159, expected=160.000000 predicted=78.401530, expected=44.000000 predicted=80.495178, expected=68.000000 predicted=78.526597, expected=60.000000 predicted=77.027299, expected=56.000000 predicted=72.238405, expected=76.000000 predicted=68.857426, expected=20.000000 predicted=56.870492, expected=196.000000 predicted=71.126057, expected=44.000000 predicted=78.559374, expected=40.000000 predicted=75.999897, expected=100.000000 predicted=81.698815, expected=76.000000 predicted=81.707303, expected=84.000000 predicted=78.497417, expected=76.000000 predicted=73.302089, expected=64.000000 predicted=76.956437, expected=20.000000 predicted=70.679799, expected=200.000000 predicted=77.904007, expected=72.000000 predicted=84.945356, expected=44.000000 predicted=82.852291, expected=92.000000 predicted=87.305107, expected=64.000000 predicted=86.431736, expected=60.000000 predicted=78.681854, expected=108.000000 predicted=71.199975, expected=60.000000 predicted=73.500159, expected=96.000000 predicted=77.533419, expected=92.000000 predicted=80.847708, expected=68.000000 predicted=82.556493, expected=64.000000 predicted=80.829091, expected=184.000000 predicted=89.139064, expected=44.000000 predicted=92.685928, expected=40.000000 predicted=86.531563, expected=64.000000 predicted=81.994492, expected=68.000000 predicted=75.409525, expected=40.000000 predicted=64.568826, expected=36.000000 predicted=50.806160, expected=148.000000 predicted=61.098176, expected=36.000000 predicted=65.287274, expected=44.000000 predicted=64.435910, expected=72.000000 predicted=66.395089, expected=48.000000 predicted=64.496977, expected=84.000000 predicted=63.266976, expected=64.000000 predicted=59.402350, expected=136.000000 predicted=71.721365, expected=72.000000 predicted=80.262025, expected=40.000000 predicted=80.037297, expected=68.000000 predicted=79.344248, expected=68.000000 predicted=73.833554, expected=92.000000 predicted=71.132774, expected=76.000000 predicted=68.385431, expected=112.000000 predicted=76.453921, expected=40.000000 predicted=79.740930, expected=52.000000 predicted=76.156451, expected=52.000000 predicted=70.338465, expected=60.000000 predicted=62.471368, expected=96.000000 predicted=61.552760, expected=52.000000 predicted=60.222046, expected=96.000000 predicted=67.653534, expected=52.000000 predicted=70.867264, expected=72.000000 predicted=71.672524, expected=88.000000 predicted=73.177302, expected=84.000000 predicted=73.722410, expected=92.000000 predicted=78.277321, expected=36.000000 predicted=75.600980, expected=92.000000 predicted=76.914561, expected=48.000000 predicted=73.034120, expected=56.000000 predicted=66.367635, expected=68.000000 predicted=63.046505, expected=84.000000 predicted=63.464447, expected=60.000000 predicted=65.815161, expected=68.000000 predicted=65.551856, expected=132.000000 predicted=75.296095, expected=72.000000 predicted=80.936358, expected=72.000000 predicted=82.753312, expected=104.000000 predicted=86.623724, expected=100.000000 predicted=90.682847, expected=100.000000 predicted=92.481320, expected=108.000000 predicted=93.942280, expected=124.000000 predicted=101.881886, expected=52.000000 predicted=101.041022, expected=68.000000 predicted=94.310076, expected=68.000000 predicted=86.583004, expected=92.000000 predicted=80.226021, expected=60.000000 predicted=73.715003, expected=72.000000 predicted=70.241812, expected=84.000000 predicted=73.727199, expected=52.000000 predicted=72.057099, expected=88.000000 predicted=72.080691, expected=120.000000 predicted=77.061581, expected=104.000000 predicted=85.156215, expected=120.000000 predicted=94.554385, expected=76.000000 predicted=99.442010, expected=196.000000 predicted=113.387961, expected=48.000000 predicted=114.084823, expected=48.000000 predicted=103.813518, expected=124.000000 predicted=100.443994, expected=132.000000 predicted=98.921940, expected=112.000000 predicted=100.384103, expected=60.000000 predicted=96.102331, expected=140.000000 predicted=106.081309, expected=60.000000 predicted=104.545190, expected=48.000000 predicted=91.421177, expected=84.000000 predicted=82.810582, expected=52.000000 predicted=74.339027, expected=68.000000 predicted=68.784808, expected=92.000000 predicted=66.124772, expected=148.000000 predicted=78.207572, expected=76.000000 predicted=87.281191, expected=80.000000 predicted=91.986641, expected=92.000000 predicted=96.425684, expected=148.000000 predicted=101.210854, expected=76.000000 predicted=99.845822, expected=92.000000 predicted=97.576936, expected=132.000000 predicted=104.239269, expected=76.000000 predicted=103.259587, expected=68.000000 predicted=97.317791, expected=96.000000 predicted=91.852768, expected=84.000000 predicted=89.397218, expected=108.000000 predicted=88.285716, expected=48.000000 predicted=83.436250, expected=148.000000 predicted=89.881585, expected=52.000000 predicted=90.734641, expected=72.000000 predicted=86.519946, expected=100.000000 predicted=86.672148, expected=48.000000 predicted=80.617104, expected=76.000000 predicted=77.205637, expected=64.000000 predicted=70.760681, expected=124.000000 predicted=75.928111, expected=88.000000 predicted=80.478606, expected=68.000000 predicted=82.496536, expected=76.000000 predicted=85.721260, expected=88.000000 predicted=85.099813, expected=92.000000 predicted=84.052058, expected=68.000000 predicted=80.099704, expected=124.000000 predicted=84.895098, expected=64.000000 predicted=87.227138, expected=80.000000 predicted=86.520396, expected=108.000000 predicted=88.102424, expected=132.000000 predicted=93.237012, expected=112.000000 predicted=100.071130, expected=64.000000 predicted=100.429459, expected=112.000000 predicted=104.000544, expected=64.000000 predicted=99.082281, expected=64.000000 predicted=88.512129, expected=72.000000 predicted=79.623208, expected=72.000000 predicted=74.200177, expected=92.000000 predicted=74.068800, expected=80.000000 predicted=74.145655, expected=212.000000 predicted=92.066081, expected=64.000000 predicted=103.376691, expected=96.000000 predicted=109.156981, expected=104.000000 predicted=112.864399, expected=112.000000 predicted=110.139628, expected=136.000000 predicted=109.249113, expected=60.000000 predicted=102.094591, expected=136.000000 predicted=107.155232, expected=76.000000 predicted=105.764589, expected=76.000000 predicted=98.884977, expected=60.000000 predicted=89.916189, expected=72.000000 predicted=81.320216, expected=64.000000 predicted=75.034905, expected=140.000000 predicted=75.620727, expected=72.000000 predicted=80.962702, expected=68.000000 predicted=83.481985, expected=112.000000 predicted=89.247776, expected=132.000000 predicted=95.705039, expected=68.000000 predicted=96.254726, expected=148.000000 predicted=100.740015, expected=68.000000 predicted=104.965406, expected=112.000000 predicted=104.851548, expected=68.000000 predicted=99.875556, expected=72.000000 predicted=91.614501, expected=76.000000 predicted=86.176985, expected=44.000000 predicted=75.108131, expected=232.000000 predicted=86.179826, expected=60.000000 predicted=95.359067, expected=80.000000 predicted=100.243858, expected=88.000000 predicted=104.197761, expected=72.000000 predicted=99.722602, expected=68.000000 predicted=88.244638, expected=88.000000 predicted=76.515607, expected=136.000000 predicted=83.771472, expected=76.000000 predicted=88.272789, expected=44.000000 predicted=86.829906, expected=112.000000 predicted=88.379113, expected=60.000000 predicted=85.244586, expected=72.000000 predicted=78.139115, expected=60.000000 predicted=72.327042, expected=92.000000 predicted=73.252529, expected=64.000000 predicted=73.260465, expected=80.000000 predicted=71.660046, expected=84.000000 predicted=75.068678, expected=80.000000 predicted=77.173453, expected=84.000000 predicted=79.209840, expected=124.000000 predicted=84.425437, expected=112.000000 predicted=92.881195, expected=40.000000 predicted=92.852512, expected=60.000000 predicted=88.047897, expected=68.000000 predicted=81.052750, expected=40.000000 predicted=68.999635, expected=44.000000 predicted=56.917504, expected=108.000000 predicted=57.106008, expected=128.000000 predicted=68.984187, expected=56.000000 predicted=76.384167, expected=56.000000 predicted=80.220226, expected=104.000000 predicted=85.055822, expected=60.000000 predicted=81.878258, expected=96.000000 predicted=77.452977, expected=76.000000 predicted=77.088933, expected=36.000000 predicted=75.516822, expected=52.000000 predicted=69.902911, expected=124.000000 predicted=69.181784, expected=84.000000 predicted=72.640481, expected=136.000000 predicted=81.792759, expected=108.000000 predicted=95.382735, expected=60.000000 predicted=101.405194, expected=124.000000 predicted=104.044834, expected=56.000000 predicted=97.368339, expected=64.000000 predicted=88.664502, expected=104.000000 predicted=82.686820, expected=72.000000 predicted=80.187996, expected=84.000000 predicted=80.152990, expected=60.000000 predicted=77.096271, expected=148.000000 predicted=84.768279, expected=84.000000 predicted=90.020506, expected=68.000000 predicted=90.038529, expected=60.000000 predicted=88.580777, expected=60.000000 predicted=82.090950, expected=76.000000 predicted=74.924275, expected=112.000000 predicted=71.536961, expected=64.000000 predicted=74.104367, expected=40.000000 predicted=73.588917, expected=56.000000 predicted=70.886176, expected=72.000000 predicted=66.998854, expected=84.000000 predicted=64.277643, expected=88.000000 predicted=65.692112, expected=56.000000 predicted=70.025375, expected=108.000000 predicted=77.276909, expected=52.000000 predicted=78.460396, expected=60.000000 predicted=74.990067, expected=84.000000 predicted=72.940909, expected=56.000000 predicted=69.907366, expected=80.000000 predicted=69.217288, expected=144.000000 predicted=75.838244, expected=68.000000 predicted=83.891865, expected=60.000000 predicted=85.968907, expected=40.000000 predicted=81.324171, expected=68.000000 predicted=74.987682, expected=64.000000 predicted=66.115929, expected=24.000000 predicted=54.633710, expected=48.000000 predicted=50.881107, expected=60.000000 predicted=49.832565, expected=80.000000 predicted=52.367505, expected=88.000000 predicted=57.719788, expected=92.000000 predicted=67.429143, expected=108.000000 predicted=80.433040, expected=116.000000 predicted=91.534347, expected=104.000000 predicted=99.375901, expected=104.000000 predicted=103.883502, expected=64.000000 predicted=101.794152, expected=64.000000 predicted=94.353876, expected=72.000000 predicted=84.885104, expected=60.000000 predicted=75.091866, expected=76.000000 predicted=69.491991, expected=40.000000 predicted=64.202058, expected=108.000000 predicted=67.038415, expected=44.000000 predicted=67.154460, expected=88.000000 predicted=68.622630, expected=72.000000 predicted=71.344724, expected=136.000000 predicted=79.193064, expected=128.000000 predicted=91.833471, expected=56.000000 predicted=95.196987, expected=140.000000 predicted=104.169044, expected=96.000000 predicted=107.159782, expected=72.000000 predicted=103.082535, expected=100.000000 predicted=97.292371, expected=108.000000 predicted=96.516462, expected=80.000000 predicted=95.635686, expected=68.000000 predicted=89.190431, expected=112.000000 predicted=89.866038, expected=48.000000 predicted=86.152295, expected=96.000000 predicted=82.274638, expected=116.000000 predicted=84.436401, expected=164.000000 predicted=96.478427, expected=156.000000 predicted=113.022511, expected=104.000000 predicted=123.688064, expected=176.000000 predicted=138.153722, expected=112.000000 predicted=141.233096, expected=80.000000 predicted=132.837527, expected=168.000000 predicted=128.333138, expected=104.000000 predicted=124.557760, expected=96.000000 predicted=119.683251, expected=116.000000 predicted=114.299301, expected=140.000000 predicted=116.942178, expected=88.000000 predicted=115.315236, expected=84.000000 predicted=108.094053, expected=64.000000 predicted=101.259327, expected=72.000000 predicted=91.589200, expected=116.000000 predicted=85.827650, expected=68.000000 predicted=81.243047, expected=184.000000 predicted=92.823976, expected=72.000000 predicted=101.371343, expected=112.000000 predicted=108.027170, expected=132.000000 predicted=113.572387, expected=104.000000 predicted=114.498331, expected=120.000000 predicted=114.955736, expected=60.000000 predicted=107.010193, expected=120.000000 predicted=106.090904, expected=88.000000 predicted=100.940928, expected=104.000000 predicted=97.366686, expected=116.000000 predicted=98.729215, expected=124.000000 predicted=103.845341, expected=128.000000 predicted=111.573430, expected=304.000000 predicted=136.329005, expected=196.000000 predicted=165.225007, expected=96.000000 predicted=175.713662, expected=108.000000 predicted=173.117586, expected=100.000000 predicted=158.309884, expected=100.000000 predicted=134.392587, expected=108.000000 predicted=109.910039, expected=68.000000 predicted=98.460232, expected=68.000000 predicted=92.157719, expected=64.000000 predicted=83.707119, expected=76.000000 predicted=77.149201, expected=44.000000 predicted=68.717604, expected=56.000000 predicted=62.498682, expected=68.000000 predicted=61.001580, expected=44.000000 predicted=57.919822, expected=92.000000 predicted=60.050054, expected=56.000000 predicted=61.544498, expected=164.000000 predicted=76.243936, expected=100.000000 predicted=88.913381, expected=52.000000 predicted=93.041394, expected=96.000000 predicted=95.661692, expected=44.000000 predicted=88.449166, expected=108.000000 predicted=83.895290, expected=40.000000 predicted=72.612998, expected=56.000000 predicted=68.036076, expected=52.000000 predicted=63.817825, expected=56.000000 predicted=59.211728, expected=92.000000 predicted=60.558692, expected=72.000000 predicted=62.570785, expected=120.000000 predicted=74.043768, expected=48.000000 Test MSE: 1489.099
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825])] predicted=46.902401, expected=84.000000 predicted=47.810328, expected=100.000000 predicted=58.237922, expected=60.000000 predicted=61.891874, expected=28.000000 predicted=62.542621, expected=48.000000 predicted=61.103009, expected=48.000000 predicted=58.708775, expected=64.000000 predicted=55.517586, expected=52.000000 predicted=50.335643, expected=72.000000 predicted=52.977471, expected=36.000000 predicted=54.006376, expected=32.000000 predicted=50.650626, expected=116.000000 predicted=62.169432, expected=28.000000 predicted=54.624377, expected=60.000000 predicted=57.840225, expected=124.000000 predicted=68.759116, expected=28.000000 predicted=62.928167, expected=16.000000 predicted=63.172632, expected=48.000000 predicted=52.759621, expected=24.000000 predicted=45.789235, expected=88.000000 predicted=52.350500, expected=4.000000 predicted=35.630064, expected=32.000000 predicted=36.277974, expected=52.000000 predicted=42.116165, expected=148.000000 predicted=55.618635, expected=28.000000 predicted=58.610635, expected=84.000000 predicted=61.908956, expected=52.000000 predicted=69.590647, expected=96.000000 predicted=73.370794, expected=80.000000 predicted=80.857585, expected=84.000000 predicted=71.295689, expected=20.000000 predicted=70.991070, expected=8.000000 predicted=56.905330, expected=36.000000 predicted=52.408544, expected=16.000000 predicted=36.742041, expected=56.000000 predicted=34.784490, expected=52.000000 predicted=32.257177, expected=132.000000 predicted=50.672907, expected=32.000000 predicted=56.204159, expected=56.000000 predicted=59.486261, expected=60.000000 predicted=67.112456, expected=36.000000 predicted=58.120799, expected=40.000000 predicted=58.161729, expected=100.000000 predicted=54.287617, expected=28.000000 predicted=52.437925, expected=76.000000 predicted=57.402829, expected=24.000000 predicted=52.844710, expected=136.000000 predicted=65.053095, expected=48.000000 predicted=69.623066, expected=60.000000 predicted=62.066851, expected=88.000000 predicted=75.431887, expected=60.000000 predicted=67.471900, expected=72.000000 predicted=76.411132, expected=96.000000 predicted=71.997945, expected=32.000000 predicted=67.733057, expected=60.000000 predicted=68.285592, expected=44.000000 predicted=61.111346, expected=24.000000 predicted=52.169143, expected=36.000000 predicted=48.230181, expected=60.000000 predicted=41.847051, expected=20.000000 predicted=39.613638, expected=60.000000 predicted=41.086501, expected=44.000000 predicted=41.596265, expected=92.000000 predicted=50.890539, expected=60.000000 predicted=57.439142, expected=20.000000 predicted=50.466101, expected=76.000000 predicted=59.943855, expected=64.000000 predicted=57.981128, expected=56.000000 predicted=59.549584, expected=52.000000 predicted=56.693271, expected=264.000000 predicted=88.246086, expected=4.000000 predicted=88.290854, expected=16.000000 predicted=81.226517, expected=52.000000 predicted=81.757046, expected=68.000000 predicted=65.430079, expected=40.000000 predicted=70.737442, expected=60.000000 predicted=42.586431, expected=48.000000 predicted=48.501225, expected=40.000000 predicted=50.461410, expected=44.000000 predicted=50.407401, expected=32.000000 predicted=43.587095, expected=28.000000 predicted=41.391779, expected=20.000000 predicted=35.195557, expected=100.000000 predicted=42.580769, expected=40.000000 predicted=43.493523, expected=32.000000 predicted=43.200975, expected=48.000000 predicted=48.084518, expected=52.000000 predicted=46.396560, expected=20.000000 predicted=47.554112, expected=48.000000 predicted=40.749234, expected=32.000000 predicted=38.584633, expected=40.000000 predicted=38.618141, expected=44.000000 predicted=39.974060, expected=32.000000 predicted=35.752676, expected=44.000000 predicted=40.143647, expected=44.000000 predicted=39.397103, expected=56.000000 predicted=42.760047, expected=56.000000 predicted=46.396722, expected=52.000000 predicted=47.802771, expected=44.000000 predicted=50.134030, expected=20.000000 predicted=45.720149, expected=44.000000 predicted=44.828831, expected=232.000000 predicted=71.966159, expected=28.000000 predicted=69.332932, expected=124.000000 predicted=86.179771, expected=20.000000 predicted=87.589989, expected=12.000000 predicted=71.495398, expected=8.000000 predicted=71.744963, expected=28.000000 predicted=31.916593, expected=12.000000 predicted=31.802528, expected=8.000000 predicted=14.580401, expected=28.000000 predicted=16.424520, expected=32.000000 predicted=18.555686, expected=28.000000 predicted=22.526889, expected=28.000000 predicted=23.755898, expected=40.000000 predicted=27.654076, expected=36.000000 predicted=31.832527, expected=12.000000 predicted=29.643625, expected=32.000000 predicted=29.622138, expected=32.000000 predicted=29.405717, expected=24.000000 predicted=28.262434, expected=36.000000 predicted=29.202741, expected=44.000000 predicted=30.069571, expected=16.000000 predicted=30.651994, expected=20.000000 predicted=29.214943, expected=88.000000 predicted=37.401665, expected=44.000000 predicted=40.393126, expected=100.000000 predicted=52.688551, expected=28.000000 predicted=53.321570, expected=76.000000 predicted=58.520006, expected=12.000000 predicted=59.855777, expected=24.000000 predicted=44.678261, expected=28.000000 predicted=44.728832, expected=80.000000 predicted=38.075883, expected=40.000000 predicted=43.646135, expected=12.000000 predicted=34.280728, expected=16.000000 predicted=35.408157, expected=20.000000 predicted=30.477418, expected=20.000000 predicted=28.990498, expected=40.000000 predicted=24.242360, expected=16.000000 predicted=21.164574, expected=20.000000 predicted=22.246362, expected=28.000000 predicted=24.504709, expected=24.000000 predicted=23.640241, expected=16.000000 predicted=23.951402, expected=32.000000 predicted=22.835157, expected=48.000000 predicted=27.571345, expected=52.000000 predicted=33.125674, expected=52.000000 predicted=38.488562, expected=24.000000 predicted=38.826351, expected=28.000000 predicted=39.610912, expected=16.000000 predicted=36.162363, expected=36.000000 predicted=32.796815, expected=144.000000 predicted=48.784873, expected=16.000000 predicted=45.303550, expected=16.000000 predicted=45.374159, expected=28.000000 predicted=46.497501, expected=28.000000 predicted=39.246274, expected=44.000000 predicted=44.171048, expected=48.000000 predicted=30.570969, expected=84.000000 predicted=41.500351, expected=48.000000 predicted=48.031824, expected=24.000000 predicted=47.199353, expected=44.000000 predicted=49.766307, expected=28.000000 predicted=44.264044, expected=24.000000 predicted=40.476705, expected=80.000000 predicted=41.272759, expected=52.000000 predicted=41.684153, expected=20.000000 predicted=42.105063, expected=24.000000 predicted=40.272496, expected=24.000000 predicted=35.934870, expected=24.000000 predicted=35.271572, expected=44.000000 predicted=30.909894, expected=32.000000 predicted=28.113339, expected=48.000000 predicted=32.816605, expected=4.000000 predicted=30.481320, expected=24.000000 predicted=28.880373, expected=28.000000 predicted=29.832674, expected=136.000000 predicted=42.701615, expected=172.000000 predicted=70.236016, expected=16.000000 predicted=66.200869, expected=4.000000 predicted=68.713352, expected=24.000000 predicted=64.174401, expected=12.000000 predicted=53.910779, expected=24.000000 predicted=40.373892, expected=40.000000 predicted=20.668866, expected=36.000000 predicted=23.158371, expected=40.000000 predicted=30.002497, expected=12.000000 predicted=28.019047, expected=24.000000 predicted=29.057011, expected=24.000000 predicted=29.009300, expected=40.000000 predicted=28.186812, expected=24.000000 predicted=27.689074, expected=4.000000 predicted=21.432411, expected=48.000000 predicted=27.662885, expected=68.000000 predicted=34.018593, expected=40.000000 predicted=37.036065, expected=20.000000 predicted=35.961861, expected=52.000000 predicted=39.425004, expected=48.000000 predicted=44.675048, expected=20.000000 predicted=40.517325, expected=20.000000 predicted=34.377743, expected=36.000000 predicted=32.250203, expected=24.000000 predicted=31.928766, expected=12.000000 predicted=26.468783, expected=48.000000 predicted=27.165731, expected=24.000000 predicted=26.791836, expected=28.000000 predicted=28.350966, expected=32.000000 predicted=29.206788, expected=24.000000 predicted=27.138774, expected=40.000000 predicted=32.623293, expected=52.000000 predicted=33.512475, expected=20.000000 predicted=32.532649, expected=28.000000 predicted=33.318569, expected=28.000000 predicted=32.159252, expected=24.000000 predicted=30.588513, expected=24.000000 predicted=29.327965, expected=72.000000 predicted=32.717612, expected=32.000000 predicted=34.653224, expected=24.000000 predicted=34.445976, expected=16.000000 predicted=33.515285, expected=28.000000 predicted=30.883029, expected=32.000000 predicted=33.168070, expected=32.000000 predicted=27.025424, expected=48.000000 predicted=30.557313, expected=36.000000 predicted=32.310903, expected=12.000000 predicted=31.419122, expected=16.000000 predicted=29.666392, expected=48.000000 predicted=31.188191, expected=40.000000 predicted=32.270682, expected=108.000000 predicted=44.016256, expected=56.000000 predicted=48.446003, expected=32.000000 predicted=50.499113, expected=24.000000 predicted=53.395993, expected=24.000000 predicted=44.864356, expected=12.000000 predicted=40.963319, expected=12.000000 predicted=25.884038, expected=32.000000 predicted=22.387073, expected=116.000000 predicted=36.749437, expected=32.000000 predicted=38.607759, expected=24.000000 predicted=39.554657, expected=20.000000 predicted=41.832578, expected=24.000000 predicted=37.715170, expected=12.000000 predicted=36.976502, expected=32.000000 predicted=23.742361, expected=88.000000 predicted=33.820535, expected=40.000000 predicted=36.036314, expected=32.000000 predicted=39.294892, expected=40.000000 predicted=42.493561, expected=44.000000 predicted=43.973279, expected=48.000000 predicted=48.217216, expected=20.000000 predicted=37.536052, expected=12.000000 predicted=32.554393, expected=28.000000 predicted=31.658724, expected=32.000000 predicted=29.330339, expected=24.000000 predicted=26.968953, expected=32.000000 predicted=25.341865, expected=20.000000 predicted=24.720395, expected=36.000000 predicted=28.364598, expected=8.000000 predicted=25.328051, expected=12.000000 predicted=21.393472, expected=24.000000 predicted=22.202727, expected=40.000000 predicted=22.317504, expected=44.000000 predicted=27.696665, expected=32.000000 predicted=27.436645, expected=24.000000 predicted=29.980448, expected=20.000000 predicted=30.544578, expected=32.000000 predicted=31.284506, expected=24.000000 predicted=28.799180, expected=64.000000 predicted=32.798438, expected=36.000000 predicted=33.907643, expected=124.000000 predicted=50.787577, expected=12.000000 predicted=50.366559, expected=44.000000 predicted=50.035061, expected=24.000000 predicted=52.991840, expected=16.000000 predicted=38.127348, expected=60.000000 predicted=47.302759, expected=56.000000 predicted=34.898982, expected=52.000000 predicted=42.220500, expected=12.000000 predicted=38.204942, expected=8.000000 predicted=33.395323, expected=16.000000 predicted=33.032274, expected=24.000000 predicted=26.169699, expected=24.000000 predicted=22.428763, expected=36.000000 predicted=20.477009, expected=32.000000 predicted=23.779000, expected=44.000000 predicted=29.564277, expected=28.000000 predicted=31.784497, expected=12.000000 predicted=29.019798, expected=16.000000 predicted=27.965560, expected=24.000000 predicted=25.067021, expected=36.000000 predicted=26.051723, expected=96.000000 predicted=36.203788, expected=32.000000 predicted=36.851056, expected=12.000000 predicted=36.544965, expected=12.000000 predicted=36.593581, expected=28.000000 predicted=33.179350, expected=180.000000 predicted=60.410402, expected=24.000000 predicted=48.590998, expected=16.000000 predicted=46.233083, expected=24.000000 predicted=51.611127, expected=20.000000 predicted=43.577435, expected=24.000000 predicted=47.350079, expected=4.000000 predicted=18.668876, expected=24.000000 predicted=18.445360, expected=44.000000 predicted=23.476957, expected=56.000000 predicted=28.386898, expected=20.000000 predicted=29.348114, expected=36.000000 predicted=31.406860, expected=44.000000 predicted=37.661214, expected=28.000000 predicted=36.767133, expected=36.000000 predicted=37.023805, expected=60.000000 predicted=37.762108, expected=36.000000 predicted=39.537483, expected=28.000000 predicted=38.843400, expected=60.000000 predicted=42.154870, expected=28.000000 predicted=40.466509, expected=36.000000 predicted=40.995914, expected=44.000000 predicted=39.572559, expected=64.000000 predicted=42.549257, expected=32.000000 predicted=44.167677, expected=16.000000 predicted=36.801479, expected=8.000000 predicted=33.492521, expected=32.000000 predicted=31.369928, expected=60.000000 predicted=34.843572, expected=48.000000 predicted=32.665608, expected=20.000000 predicted=31.455525, expected=20.000000 predicted=32.066591, expected=4.000000 predicted=29.837456, expected=32.000000 predicted=29.562393, expected=28.000000 predicted=25.178650, expected=88.000000 predicted=32.104555, expected=4.000000 predicted=30.118477, expected=40.000000 predicted=32.632759, expected=32.000000 predicted=38.935552, expected=20.000000 predicted=32.628125, expected=136.000000 predicted=54.758585, expected=8.000000 predicted=40.071377, expected=8.000000 predicted=40.381144, expected=56.000000 predicted=46.238828, expected=24.000000 predicted=38.456094, expected=12.000000 predicted=40.336827, expected=24.000000 predicted=23.222673, expected=44.000000 predicted=27.116345, expected=20.000000 predicted=29.473333, expected=20.000000 predicted=24.324705, expected=36.000000 predicted=26.517871, expected=12.000000 predicted=25.171186, expected=24.000000 predicted=25.875507, expected=40.000000 predicted=25.708559, expected=20.000000 predicted=24.615762, expected=28.000000 predicted=26.967657, expected=28.000000 predicted=25.710712, expected=16.000000 predicted=25.334802, expected=36.000000 predicted=28.128237, expected=56.000000 predicted=30.719152, expected=64.000000 predicted=37.899090, expected=80.000000 predicted=47.654857, expected=52.000000 predicted=51.506538, expected=20.000000 predicted=51.490069, expected=40.000000 predicted=52.194121, expected=44.000000 predicted=48.930419, expected=32.000000 predicted=43.582956, expected=40.000000 predicted=38.511480, expected=48.000000 predicted=37.491111, expected=204.000000 predicted=68.918521, expected=28.000000 predicted=66.521397, expected=24.000000 predicted=63.633228, expected=24.000000 predicted=65.339862, expected=36.000000 predicted=55.770088, expected=40.000000 predicted=58.659936, expected=32.000000 predicted=30.672824, expected=24.000000 predicted=30.275736, expected=28.000000 predicted=30.702547, expected=44.000000 predicted=33.752254, expected=36.000000 predicted=33.720072, expected=12.000000 predicted=29.291082, expected=44.000000 predicted=31.818804, expected=40.000000 predicted=33.724759, expected=20.000000 predicted=31.880794, expected=40.000000 predicted=32.862081, expected=20.000000 predicted=29.128604, expected=28.000000 predicted=31.339322, expected=44.000000 predicted=32.470179, expected=40.000000 predicted=31.530079, expected=48.000000 predicted=36.960064, expected=68.000000 predicted=42.057688, expected=36.000000 predicted=43.936569, expected=12.000000 predicted=41.366584, expected=32.000000 predicted=39.684014, expected=4.000000 predicted=31.979534, expected=28.000000 predicted=29.099370, expected=60.000000 predicted=29.271707, expected=44.000000 predicted=29.452733, expected=28.000000 predicted=33.376038, expected=24.000000 predicted=32.155623, expected=4.000000 predicted=30.535554, expected=20.000000 predicted=29.259891, expected=32.000000 predicted=25.064382, expected=12.000000 predicted=19.323280, expected=24.000000 predicted=19.747470, expected=36.000000 predicted=21.692431, expected=16.000000 predicted=22.695536, expected=16.000000 predicted=22.868813, expected=32.000000 predicted=22.949196, expected=52.000000 predicted=28.929438, expected=4.000000 predicted=25.778316, expected=24.000000 predicted=24.467859, expected=32.000000 predicted=27.048325, expected=32.000000 predicted=28.000373, expected=44.000000 predicted=31.902257, expected=40.000000 predicted=29.678799, expected=16.000000 predicted=31.214722, expected=52.000000 predicted=36.414496, expected=20.000000 predicted=33.639191, expected=24.000000 predicted=31.967749, expected=48.000000 predicted=34.249805, expected=40.000000 Test MSE: 1101.606
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506])] predicted=20.685037, expected=12.000000 predicted=20.722976, expected=48.000000 predicted=29.874465, expected=28.000000 predicted=24.439611, expected=20.000000 predicted=24.994494, expected=20.000000 predicted=29.305369, expected=72.000000 predicted=36.089140, expected=40.000000 predicted=35.609486, expected=28.000000 predicted=34.113878, expected=32.000000 predicted=40.080856, expected=32.000000 predicted=31.514759, expected=20.000000 predicted=35.371028, expected=40.000000 predicted=34.795972, expected=52.000000 predicted=35.633714, expected=24.000000 predicted=29.497365, expected=52.000000 predicted=42.262179, expected=32.000000 predicted=34.731005, expected=40.000000 predicted=37.598151, expected=24.000000 predicted=38.856449, expected=24.000000 predicted=28.962505, expected=76.000000 predicted=48.674259, expected=36.000000 predicted=33.493440, expected=32.000000 predicted=39.141297, expected=32.000000 predicted=41.461274, expected=40.000000 predicted=34.598580, expected=40.000000 predicted=43.534761, expected=32.000000 predicted=34.650144, expected=28.000000 predicted=33.989568, expected=48.000000 predicted=38.352065, expected=44.000000 predicted=37.734738, expected=12.000000 predicted=30.286575, expected=44.000000 predicted=39.598945, expected=48.000000 predicted=36.574928, expected=52.000000 predicted=39.551616, expected=40.000000 predicted=43.309836, expected=20.000000 predicted=32.742720, expected=40.000000 predicted=42.197376, expected=32.000000 predicted=36.002599, expected=24.000000 predicted=32.025992, expected=36.000000 predicted=35.558437, expected=36.000000 predicted=29.886727, expected=20.000000 predicted=28.968934, expected=44.000000 predicted=35.850271, expected=40.000000 predicted=32.627107, expected=36.000000 predicted=33.699908, expected=36.000000 predicted=38.100833, expected=32.000000 predicted=32.809023, expected=36.000000 predicted=37.203885, expected=40.000000 predicted=37.131626, expected=44.000000 predicted=37.568296, expected=36.000000 predicted=37.108313, expected=8.000000 predicted=29.285809, expected=48.000000 predicted=39.172460, expected=24.000000 predicted=29.557097, expected=32.000000 predicted=30.562337, expected=36.000000 predicted=35.646827, expected=60.000000 predicted=34.117313, expected=36.000000 predicted=38.888131, expected=28.000000 predicted=35.262129, expected=32.000000 predicted=39.150410, expected=24.000000 predicted=31.313092, expected=32.000000 predicted=35.760653, expected=36.000000 predicted=32.331865, expected=64.000000 predicted=38.788173, expected=28.000000 predicted=33.791627, expected=4.000000 predicted=28.293405, expected=24.000000 predicted=34.547718, expected=24.000000 predicted=24.770494, expected=20.000000 predicted=25.713677, expected=40.000000 predicted=28.464200, expected=44.000000 predicted=26.332224, expected=28.000000 predicted=28.352580, expected=20.000000 predicted=30.159168, expected=44.000000 predicted=34.490153, expected=4.000000 predicted=23.512167, expected=20.000000 predicted=27.599543, expected=20.000000 predicted=24.451884, expected=36.000000 predicted=21.164760, expected=20.000000 predicted=25.476587, expected=24.000000 predicted=20.562686, expected=56.000000 predicted=34.514016, expected=60.000000 predicted=35.471637, expected=40.000000 predicted=39.138140, expected=36.000000 predicted=41.775605, expected=12.000000 predicted=33.392988, expected=40.000000 predicted=40.622349, expected=16.000000 predicted=31.040121, expected=68.000000 predicted=39.207313, expected=56.000000 predicted=41.427184, expected=28.000000 predicted=31.066515, expected=48.000000 predicted=50.086286, expected=36.000000 predicted=37.185174, expected=28.000000 predicted=40.509113, expected=24.000000 predicted=38.304261, expected=16.000000 predicted=26.420011, expected=36.000000 predicted=32.636490, expected=24.000000 predicted=25.912495, expected=24.000000 predicted=24.759961, expected=44.000000 predicted=32.340307, expected=28.000000 predicted=25.432942, expected=24.000000 predicted=29.924015, expected=48.000000 predicted=36.284360, expected=24.000000 predicted=27.303856, expected=56.000000 predicted=41.242657, expected=32.000000 predicted=35.332835, expected=60.000000 predicted=41.043668, expected=44.000000 predicted=46.348054, expected=24.000000 predicted=34.520141, expected=40.000000 predicted=46.778459, expected=40.000000 predicted=37.165261, expected=36.000000 predicted=38.927715, expected=44.000000 predicted=41.015542, expected=44.000000 predicted=37.650056, expected=12.000000 predicted=31.892599, expected=32.000000 predicted=36.712003, expected=40.000000 predicted=34.705183, expected=32.000000 predicted=30.520668, expected=40.000000 predicted=37.298506, expected=56.000000 predicted=37.502732, expected=52.000000 predicted=41.332439, expected=24.000000 predicted=38.808262, expected=36.000000 predicted=41.672542, expected=24.000000 predicted=35.439692, expected=44.000000 predicted=38.707836, expected=40.000000 predicted=38.450659, expected=64.000000 predicted=40.554649, expected=44.000000 predicted=42.850767, expected=36.000000 predicted=40.143628, expected=32.000000 predicted=44.338432, expected=28.000000 predicted=36.648167, expected=40.000000 predicted=41.406585, expected=16.000000 predicted=29.676593, expected=32.000000 predicted=31.692800, expected=56.000000 predicted=37.893477, expected=32.000000 predicted=29.636944, expected=20.000000 predicted=33.609305, expected=32.000000 predicted=33.367179, expected=48.000000 predicted=35.153015, expected=40.000000 predicted=37.391850, expected=32.000000 predicted=34.946700, expected=76.000000 predicted=47.498641, expected=20.000000 predicted=34.514328, expected=52.000000 predicted=47.451205, expected=48.000000 predicted=48.043543, expected=32.000000 predicted=35.225486, expected=32.000000 predicted=47.533954, expected=28.000000 predicted=32.752195, expected=52.000000 predicted=41.587811, expected=28.000000 predicted=34.872597, expected=20.000000 predicted=30.634489, expected=28.000000 predicted=33.537609, expected=28.000000 predicted=27.235160, expected=16.000000 predicted=27.135773, expected=56.000000 predicted=34.565240, expected=40.000000 predicted=30.130015, expected=56.000000 predicted=39.005289, expected=60.000000 predicted=47.795382, expected=20.000000 predicted=34.650061, expected=28.000000 predicted=44.949669, expected=24.000000 predicted=35.868658, expected=64.000000 predicted=42.411559, expected=52.000000 predicted=43.142753, expected=32.000000 predicted=34.852895, expected=8.000000 predicted=34.754378, expected=56.000000 predicted=40.888883, expected=24.000000 predicted=34.482183, expected=32.000000 predicted=33.539777, expected=20.000000 predicted=31.948054, expected=40.000000 predicted=27.364346, expected=16.000000 predicted=30.410969, expected=48.000000 predicted=31.940960, expected=40.000000 predicted=34.395235, expected=20.000000 predicted=26.060860, expected=24.000000 predicted=34.726593, expected=52.000000 predicted=34.065607, expected=52.000000 predicted=38.488361, expected=24.000000 predicted=34.029885, expected=16.000000 predicted=32.201915, expected=40.000000 predicted=35.281199, expected=24.000000 predicted=30.191264, expected=36.000000 predicted=33.511868, expected=36.000000 predicted=31.847386, expected=80.000000 predicted=41.794137, expected=20.000000 predicted=35.687187, expected=20.000000 predicted=35.082201, expected=36.000000 predicted=42.392725, expected=32.000000 predicted=29.558118, expected=44.000000 predicted=42.064232, expected=40.000000 predicted=33.413945, expected=60.000000 predicted=40.343642, expected=56.000000 predicted=46.138166, expected=28.000000 predicted=39.869224, expected=28.000000 predicted=43.715910, expected=16.000000 predicted=34.436999, expected=24.000000 predicted=32.757820, expected=80.000000 predicted=45.838795, expected=48.000000 predicted=34.471972, expected=36.000000 predicted=39.210940, expected=48.000000 predicted=47.330743, expected=60.000000 predicted=45.685383, expected=36.000000 predicted=48.993692, expected=32.000000 predicted=44.004073, expected=32.000000 predicted=40.486648, expected=68.000000 predicted=47.144463, expected=56.000000 predicted=47.345716, expected=20.000000 predicted=37.300406, expected=36.000000 predicted=44.704233, expected=24.000000 predicted=34.867551, expected=28.000000 predicted=35.730867, expected=52.000000 predicted=41.138176, expected=44.000000 predicted=32.184582, expected=80.000000 predicted=49.569795, expected=24.000000 predicted=38.737241, expected=48.000000 predicted=46.536752, expected=36.000000 predicted=48.768987, expected=136.000000 predicted=65.928275, expected=44.000000 predicted=58.410900, expected=40.000000 predicted=51.842010, expected=60.000000 predicted=71.314794, expected=56.000000 predicted=49.802209, expected=56.000000 predicted=67.811321, expected=52.000000 predicted=52.917138, expected=20.000000 predicted=42.778444, expected=28.000000 predicted=45.193991, expected=32.000000 predicted=40.007244, expected=32.000000 predicted=33.693565, expected=36.000000 predicted=35.386267, expected=24.000000 predicted=27.571826, expected=20.000000 predicted=27.740725, expected=48.000000 predicted=34.936868, expected=64.000000 predicted=38.446608, expected=28.000000 predicted=33.677485, expected=48.000000 predicted=43.117663, expected=56.000000 predicted=45.426194, expected=8.000000 predicted=33.336126, expected=40.000000 predicted=45.912717, expected=36.000000 predicted=35.352152, expected=20.000000 predicted=28.523444, expected=40.000000 predicted=39.313491, expected=20.000000 predicted=23.966444, expected=40.000000 predicted=33.185693, expected=40.000000 predicted=34.954669, expected=40.000000 predicted=31.317729, expected=48.000000 predicted=41.269134, expected=24.000000 predicted=32.432995, expected=24.000000 predicted=35.440101, expected=40.000000 predicted=37.719609, expected=28.000000 predicted=30.470092, expected=24.000000 predicted=31.481833, expected=40.000000 predicted=32.741767, expected=28.000000 predicted=28.020359, expected=16.000000 predicted=27.949178, expected=24.000000 predicted=28.403965, expected=28.000000 predicted=25.249311, expected=16.000000 predicted=23.343847, expected=24.000000 predicted=24.263201, expected=36.000000 predicted=25.235773, expected=40.000000 predicted=27.596004, expected=48.000000 predicted=34.360253, expected=44.000000 predicted=35.545157, expected=52.000000 predicted=41.748008, expected=44.000000 predicted=43.911273, expected=36.000000 predicted=42.472142, expected=44.000000 predicted=45.873989, expected=24.000000 predicted=37.369994, expected=36.000000 predicted=39.548032, expected=52.000000 predicted=41.716808, expected=48.000000 predicted=38.146549, expected=52.000000 predicted=45.142739, expected=40.000000 predicted=41.967459, expected=28.000000 predicted=40.239541, expected=40.000000 predicted=44.302983, expected=28.000000 predicted=36.586599, expected=32.000000 predicted=36.082782, expected=76.000000 predicted=46.659906, expected=40.000000 predicted=36.639654, expected=52.000000 predicted=46.952098, expected=40.000000 predicted=46.794542, expected=68.000000 predicted=49.645286, expected=40.000000 predicted=52.181578, expected=52.000000 predicted=48.421365, expected=44.000000 predicted=51.032987, expected=40.000000 predicted=43.460251, expected=60.000000 predicted=54.251506, expected=48.000000 predicted=45.403087, expected=64.000000 predicted=53.064295, expected=44.000000 predicted=50.047037, expected=32.000000 predicted=44.874703, expected=28.000000 predicted=46.339145, expected=12.000000 predicted=33.178881, expected=44.000000 predicted=39.267846, expected=40.000000 predicted=33.206192, expected=52.000000 predicted=35.330609, expected=40.000000 predicted=38.475972, expected=20.000000 predicted=31.239946, expected=32.000000 predicted=39.409637, expected=32.000000 predicted=34.173333, expected=28.000000 predicted=32.154194, expected=48.000000 predicted=36.940493, expected=40.000000 predicted=32.639741, expected=20.000000 predicted=31.055446, expected=40.000000 predicted=37.864910, expected=40.000000 predicted=34.642146, expected=36.000000 predicted=35.711304, expected=28.000000 predicted=35.342457, expected=44.000000 predicted=35.434477, expected=32.000000 predicted=35.145718, expected=40.000000 predicted=36.889007, expected=20.000000 predicted=32.703867, expected=28.000000 predicted=30.785640, expected=20.000000 predicted=30.366737, expected=56.000000 predicted=34.288628, expected=36.000000 predicted=33.314586, expected=24.000000 predicted=28.767088, expected=20.000000 predicted=32.818621, expected=44.000000 predicted=32.465885, expected=28.000000 predicted=32.827761, expected=36.000000 predicted=32.225134, expected=72.000000 predicted=43.374598, expected=48.000000 predicted=37.909096, expected=100.000000 predicted=61.918874, expected=40.000000 predicted=52.080671, expected=40.000000 predicted=52.378570, expected=40.000000 predicted=60.303175, expected=32.000000 predicted=41.999881, expected=28.000000 predicted=47.201288, expected=20.000000 predicted=31.848669, expected=56.000000 predicted=38.555638, expected=20.000000 predicted=29.559817, expected=20.000000 predicted=28.443378, expected=52.000000 predicted=38.434288, expected=32.000000 predicted=27.973069, expected=16.000000 predicted=32.049333, expected=52.000000 predicted=37.626063, expected=52.000000 predicted=35.268697, expected=28.000000 predicted=36.221062, expected=44.000000 predicted=42.112435, expected=40.000000 predicted=37.021532, expected=32.000000 predicted=38.436296, expected=20.000000 predicted=36.290958, expected=28.000000 predicted=31.226623, expected=80.000000 predicted=45.306807, expected=20.000000 predicted=31.308866, expected=12.000000 predicted=32.088984, expected=32.000000 predicted=36.625298, expected=24.000000 predicted=24.917678, expected=32.000000 predicted=34.963306, expected=56.000000 predicted=33.928497, expected=44.000000 predicted=31.851616, expected=20.000000 predicted=33.505128, expected=52.000000 predicted=42.292543, expected=72.000000 predicted=46.464694, expected=20.000000 predicted=38.115630, expected=36.000000 predicted=45.264626, expected=64.000000 predicted=46.661660, expected=24.000000 predicted=36.083450, expected=28.000000 predicted=43.867693, expected=8.000000 predicted=28.816845, expected=12.000000 predicted=23.785102, expected=32.000000 predicted=30.600246, expected=32.000000 predicted=21.216569, expected=64.000000 predicted=34.372170, expected=36.000000 predicted=30.560613, expected=24.000000 predicted=31.906709, expected=24.000000 predicted=36.902048, expected=16.000000 predicted=27.664931, expected=20.000000 predicted=30.154922, expected=24.000000 predicted=24.378860, expected=28.000000 predicted=22.488594, expected=40.000000 predicted=27.434795, expected=40.000000 predicted=28.816867, expected=16.000000 predicted=26.087186, expected=24.000000 predicted=29.709136, expected=12.000000 predicted=24.201988, expected=48.000000 predicted=31.351931, expected=40.000000 predicted=31.134632, expected=48.000000 predicted=31.959190, expected=48.000000 predicted=40.414554, expected=72.000000 predicted=46.019851, expected=12.000000 predicted=39.930138, expected=28.000000 predicted=41.656274, expected=44.000000 predicted=44.128644, expected=40.000000 predicted=34.783423, expected=72.000000 predicted=51.740200, expected=40.000000 predicted=37.912560, expected=20.000000 predicted=37.809406, expected=32.000000 predicted=43.740719, expected=24.000000 predicted=32.767836, expected=36.000000 predicted=37.703739, expected=20.000000 predicted=28.546286, expected=60.000000 predicted=35.115951, expected=32.000000 predicted=33.014733, expected=28.000000 predicted=31.615821, expected=24.000000 predicted=35.754660, expected=12.000000 predicted=23.925478, expected=56.000000 predicted=39.710238, expected=52.000000 predicted=34.275708, expected=52.000000 predicted=37.880603, expected=32.000000 predicted=39.975422, expected=24.000000 predicted=34.834989, expected=32.000000 predicted=41.163597, expected=20.000000 predicted=32.042945, expected=16.000000 predicted=28.399549, expected=44.000000 predicted=31.278397, expected=36.000000 predicted=27.248475, expected=16.000000 predicted=25.813745, expected=24.000000 predicted=28.409560, expected=8.000000 predicted=20.137066, expected=40.000000 Test MSE: 291.181
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637])] predicted=42.687918, expected=44.000000 predicted=38.107443, expected=36.000000 predicted=40.778613, expected=36.000000 predicted=24.117931, expected=44.000000 predicted=35.018496, expected=40.000000 predicted=30.595640, expected=48.000000 predicted=43.708157, expected=8.000000 predicted=29.118278, expected=28.000000 predicted=33.466484, expected=48.000000 predicted=40.796277, expected=60.000000 predicted=40.582916, expected=32.000000 predicted=39.676820, expected=28.000000 predicted=29.210078, expected=76.000000 predicted=50.437255, expected=40.000000 predicted=42.149946, expected=52.000000 predicted=52.159799, expected=52.000000 predicted=48.572596, expected=52.000000 predicted=42.962540, expected=32.000000 predicted=52.454339, expected=36.000000 predicted=41.694041, expected=48.000000 predicted=47.296487, expected=52.000000 predicted=46.451104, expected=40.000000 predicted=44.583887, expected=24.000000 predicted=34.946821, expected=80.000000 predicted=53.401214, expected=32.000000 predicted=40.661878, expected=40.000000 predicted=44.999293, expected=32.000000 predicted=43.311028, expected=12.000000 predicted=24.361990, expected=36.000000 predicted=47.600714, expected=64.000000 predicted=40.671410, expected=36.000000 predicted=34.911938, expected=16.000000 predicted=31.147748, expected=32.000000 predicted=30.983230, expected=52.000000 predicted=39.040619, expected=36.000000 predicted=41.411092, expected=24.000000 predicted=32.945702, expected=44.000000 predicted=34.719195, expected=64.000000 predicted=43.434346, expected=36.000000 predicted=41.324450, expected=24.000000 predicted=36.649921, expected=36.000000 predicted=36.800816, expected=48.000000 predicted=41.252294, expected=56.000000 predicted=49.552986, expected=64.000000 predicted=47.918363, expected=56.000000 predicted=45.423893, expected=68.000000 predicted=55.099042, expected=52.000000 predicted=54.541986, expected=40.000000 predicted=51.963106, expected=36.000000 predicted=52.344837, expected=32.000000 predicted=44.186752, expected=48.000000 predicted=50.122128, expected=52.000000 predicted=46.442260, expected=20.000000 predicted=33.484849, expected=52.000000 predicted=44.401083, expected=36.000000 predicted=36.872663, expected=12.000000 predicted=30.763151, expected=48.000000 predicted=45.857725, expected=48.000000 predicted=33.258904, expected=40.000000 predicted=40.085324, expected=44.000000 predicted=42.210679, expected=16.000000 predicted=25.450712, expected=36.000000 predicted=40.125446, expected=28.000000 predicted=35.836483, expected=16.000000 predicted=26.605523, expected=24.000000 predicted=31.750881, expected=56.000000 predicted=32.190679, expected=32.000000 predicted=30.823575, expected=16.000000 predicted=26.798179, expected=36.000000 predicted=31.708371, expected=12.000000 predicted=21.500397, expected=48.000000 predicted=40.823353, expected=68.000000 predicted=42.936080, expected=80.000000 predicted=44.268313, expected=64.000000 predicted=53.932105, expected=36.000000 predicted=41.625232, expected=40.000000 predicted=52.273789, expected=52.000000 predicted=56.569325, expected=48.000000 predicted=54.954731, expected=20.000000 predicted=42.137260, expected=28.000000 predicted=36.548494, expected=64.000000 predicted=46.545405, expected=20.000000 predicted=33.370550, expected=16.000000 predicted=33.650443, expected=28.000000 predicted=30.147795, expected=24.000000 predicted=24.202858, expected=56.000000 predicted=45.478240, expected=44.000000 predicted=32.066617, expected=28.000000 predicted=28.256062, expected=36.000000 predicted=37.399676, expected=44.000000 predicted=35.947582, expected=36.000000 predicted=41.035546, expected=36.000000 predicted=39.171953, expected=44.000000 predicted=37.763878, expected=48.000000 predicted=40.687019, expected=56.000000 predicted=46.830072, expected=32.000000 predicted=38.722499, expected=92.000000 predicted=59.354666, expected=40.000000 predicted=46.433312, expected=40.000000 predicted=47.760373, expected=52.000000 predicted=57.462438, expected=32.000000 predicted=36.834475, expected=36.000000 predicted=54.671806, expected=76.000000 predicted=52.786043, expected=40.000000 predicted=40.669481, expected=44.000000 predicted=48.641638, expected=52.000000 predicted=47.883597, expected=48.000000 predicted=43.479611, expected=76.000000 predicted=65.129990, expected=8.000000 predicted=35.026173, expected=36.000000 predicted=43.998714, expected=20.000000 predicted=38.788645, expected=24.000000 predicted=30.691720, expected=20.000000 predicted=38.550659, expected=48.000000 predicted=26.611166, expected=64.000000 predicted=41.693789, expected=28.000000 predicted=29.278609, expected=40.000000 predicted=38.561662, expected=56.000000 predicted=42.290979, expected=44.000000 predicted=43.261319, expected=44.000000 predicted=50.182177, expected=60.000000 predicted=46.698452, expected=64.000000 predicted=50.902419, expected=44.000000 predicted=50.860968, expected=44.000000 predicted=49.308150, expected=64.000000 predicted=54.388963, expected=36.000000 predicted=47.714059, expected=44.000000 predicted=51.762438, expected=60.000000 predicted=51.621273, expected=36.000000 predicted=41.576678, expected=44.000000 predicted=51.082892, expected=24.000000 predicted=36.773671, expected=20.000000 predicted=33.746350, expected=32.000000 predicted=40.089661, expected=28.000000 predicted=29.154876, expected=64.000000 predicted=43.501319, expected=44.000000 predicted=35.095904, expected=20.000000 predicted=28.985556, expected=36.000000 predicted=39.228326, expected=20.000000 predicted=28.387983, expected=20.000000 predicted=35.090911, expected=48.000000 predicted=38.589034, expected=36.000000 predicted=27.571440, expected=44.000000 predicted=37.206251, expected=20.000000 predicted=28.256392, expected=24.000000 predicted=27.777636, expected=28.000000 predicted=35.100301, expected=28.000000 predicted=28.843601, expected=12.000000 predicted=26.319355, expected=48.000000 predicted=31.067921, expected=48.000000 predicted=32.717848, expected=16.000000 predicted=25.426442, expected=20.000000 predicted=29.993121, expected=12.000000 predicted=19.792985, expected=16.000000 predicted=26.111320, expected=20.000000 predicted=26.419972, expected=28.000000 predicted=19.630030, expected=68.000000 predicted=35.579975, expected=16.000000 predicted=20.615057, expected=32.000000 predicted=30.099991, expected=16.000000 predicted=26.932482, expected=8.000000 predicted=20.262489, expected=20.000000 predicted=33.958621, expected=32.000000 predicted=20.893200, expected=24.000000 predicted=23.484778, expected=52.000000 predicted=30.894527, expected=32.000000 predicted=25.213833, expected=16.000000 predicted=24.644656, expected=20.000000 predicted=29.806048, expected=36.000000 predicted=28.632573, expected=20.000000 predicted=29.886656, expected=44.000000 predicted=33.270191, expected=16.000000 predicted=21.743793, expected=20.000000 predicted=23.230545, expected=16.000000 predicted=26.473406, expected=16.000000 predicted=18.372560, expected=28.000000 predicted=28.487733, expected=44.000000 predicted=26.125211, expected=48.000000 predicted=31.223532, expected=40.000000 predicted=31.700036, expected=36.000000 predicted=33.165410, expected=32.000000 predicted=35.005696, expected=28.000000 predicted=36.294146, expected=32.000000 predicted=37.104187, expected=32.000000 predicted=33.852428, expected=64.000000 predicted=43.101609, expected=44.000000 predicted=38.168140, expected=44.000000 predicted=39.824923, expected=12.000000 predicted=32.793112, expected=16.000000 predicted=29.506690, expected=24.000000 predicted=37.003782, expected=52.000000 predicted=36.696879, expected=48.000000 predicted=38.150389, expected=32.000000 predicted=28.167330, expected=24.000000 predicted=29.599288, expected=20.000000 predicted=28.163829, expected=12.000000 predicted=29.681887, expected=40.000000 predicted=35.114806, expected=40.000000 predicted=30.627575, expected=48.000000 predicted=33.131651, expected=72.000000 predicted=44.756113, expected=28.000000 predicted=31.169666, expected=20.000000 predicted=37.692035, expected=16.000000 predicted=34.126215, expected=20.000000 predicted=30.487618, expected=40.000000 predicted=41.575082, expected=52.000000 predicted=33.880585, expected=32.000000 predicted=28.613367, expected=40.000000 predicted=33.313733, expected=24.000000 predicted=29.578855, expected=36.000000 predicted=36.649305, expected=12.000000 predicted=31.638002, expected=36.000000 predicted=31.353710, expected=56.000000 predicted=40.591961, expected=80.000000 predicted=45.181528, expected=20.000000 predicted=35.533387, expected=32.000000 predicted=34.785871, expected=40.000000 predicted=42.402938, expected=52.000000 predicted=45.798240, expected=36.000000 predicted=49.521945, expected=24.000000 predicted=29.730337, expected=32.000000 predicted=35.240550, expected=24.000000 predicted=31.840330, expected=32.000000 predicted=36.119816, expected=60.000000 predicted=41.378874, expected=84.000000 predicted=47.992964, expected=56.000000 predicted=46.895014, expected=40.000000 predicted=44.542878, expected=32.000000 predicted=44.154598, expected=36.000000 predicted=47.638213, expected=36.000000 predicted=50.783730, expected=52.000000 predicted=46.835504, expected=52.000000 predicted=43.637079, expected=20.000000 predicted=32.354971, expected=16.000000 predicted=32.419231, expected=28.000000 predicted=32.890745, expected=16.000000 predicted=28.918044, expected=12.000000 predicted=26.675504, expected=28.000000 predicted=22.781893, expected=68.000000 predicted=34.445755, expected=52.000000 predicted=36.197563, expected=40.000000 predicted=34.545226, expected=40.000000 predicted=37.214622, expected=16.000000 predicted=30.673816, expected=28.000000 predicted=42.786882, expected=28.000000 predicted=35.720901, expected=40.000000 predicted=34.125196, expected=28.000000 predicted=32.029457, expected=4.000000 predicted=17.545606, expected=12.000000 predicted=22.615983, expected=12.000000 predicted=18.798334, expected=20.000000 predicted=22.095919, expected=32.000000 predicted=23.898396, expected=52.000000 predicted=25.782162, expected=40.000000 predicted=27.965586, expected=40.000000 predicted=31.511054, expected=12.000000 predicted=25.949291, expected=20.000000 predicted=29.027098, expected=36.000000 predicted=37.528103, expected=32.000000 predicted=30.402120, expected=36.000000 predicted=33.908801, expected=24.000000 predicted=23.874082, expected=24.000000 predicted=25.674017, expected=16.000000 predicted=26.693865, expected=8.000000 predicted=20.459722, expected=32.000000 predicted=28.255698, expected=24.000000 predicted=21.444022, expected=24.000000 predicted=22.290309, expected=8.000000 predicted=16.810994, expected=48.000000 predicted=26.691280, expected=28.000000 predicted=27.506856, expected=28.000000 predicted=25.983222, expected=24.000000 predicted=27.943051, expected=44.000000 predicted=27.844478, expected=44.000000 predicted=40.049569, expected=24.000000 predicted=28.921512, expected=28.000000 predicted=31.893736, expected=28.000000 predicted=29.171075, expected=44.000000 predicted=38.007597, expected=8.000000 predicted=26.693141, expected=52.000000 predicted=35.534473, expected=28.000000 predicted=29.845120, expected=40.000000 predicted=32.145073, expected=28.000000 predicted=36.764115, expected=36.000000 predicted=26.819372, expected=8.000000 predicted=30.570982, expected=24.000000 predicted=26.318614, expected=72.000000 predicted=45.342042, expected=52.000000 predicted=35.968780, expected=8.000000 predicted=29.014140, expected=28.000000 predicted=30.336440, expected=32.000000 predicted=30.667843, expected=56.000000 predicted=48.257117, expected=20.000000 predicted=34.042156, expected=20.000000 predicted=22.724714, expected=48.000000 predicted=37.998674, expected=16.000000 predicted=24.887093, expected=24.000000 predicted=34.747394, expected=36.000000 predicted=29.690587, expected=40.000000 predicted=28.461478, expected=28.000000 predicted=34.525756, expected=32.000000 predicted=28.454125, expected=40.000000 predicted=33.339798, expected=20.000000 predicted=29.119295, expected=24.000000 predicted=31.580962, expected=48.000000 predicted=35.654231, expected=40.000000 predicted=33.128271, expected=24.000000 predicted=32.366619, expected=16.000000 predicted=25.786777, expected=36.000000 predicted=30.774752, expected=8.000000 predicted=25.658332, expected=24.000000 predicted=27.663361, expected=28.000000 predicted=25.164652, expected=20.000000 predicted=18.269236, expected=56.000000 predicted=38.165286, expected=44.000000 predicted=28.487701, expected=80.000000 predicted=47.869660, expected=52.000000 predicted=45.987252, expected=28.000000 predicted=36.749184, expected=32.000000 predicted=48.852518, expected=40.000000 predicted=42.201106, expected=44.000000 predicted=50.348136, expected=40.000000 predicted=42.104386, expected=44.000000 predicted=38.207825, expected=4.000000 predicted=26.197428, expected=36.000000 predicted=36.725322, expected=16.000000 predicted=29.056461, expected=24.000000 predicted=26.774591, expected=32.000000 predicted=32.809239, expected=52.000000 predicted=27.483499, expected=60.000000 predicted=42.521856, expected=40.000000 predicted=34.262462, expected=20.000000 predicted=32.482595, expected=20.000000 predicted=32.869286, expected=16.000000 predicted=31.962040, expected=32.000000 predicted=35.850013, expected=44.000000 predicted=34.401148, expected=48.000000 predicted=32.118151, expected=12.000000 predicted=23.613550, expected=12.000000 predicted=22.739492, expected=8.000000 predicted=22.802429, expected=12.000000 predicted=21.875621, expected=36.000000 predicted=30.229591, expected=40.000000 predicted=22.721260, expected=72.000000 predicted=37.525652, expected=32.000000 predicted=28.816117, expected=24.000000 predicted=29.207325, expected=16.000000 predicted=33.324000, expected=20.000000 predicted=29.192764, expected=28.000000 predicted=38.337711, expected=36.000000 predicted=29.114345, expected=36.000000 predicted=28.636048, expected=40.000000 predicted=29.945183, expected=28.000000 predicted=28.601534, expected=36.000000 predicted=33.550926, expected=24.000000 predicted=31.495384, expected=36.000000 predicted=34.032447, expected=44.000000 predicted=38.412486, expected=48.000000 predicted=36.638438, expected=28.000000 predicted=34.584510, expected=24.000000 predicted=30.265768, expected=12.000000 predicted=27.855740, expected=28.000000 predicted=31.602681, expected=36.000000 predicted=34.241399, expected=60.000000 predicted=37.282452, expected=44.000000 predicted=35.138138, expected=40.000000 predicted=33.353290, expected=16.000000 predicted=31.366329, expected=44.000000 predicted=39.694040, expected=28.000000 predicted=39.451510, expected=56.000000 predicted=42.704374, expected=48.000000 predicted=42.661801, expected=36.000000 predicted=32.117004, expected=36.000000 predicted=42.440864, expected=36.000000 predicted=36.015206, expected=16.000000 predicted=35.153294, expected=20.000000 predicted=32.433194, expected=28.000000 predicted=29.876479, expected=44.000000 predicted=33.504525, expected=60.000000 predicted=41.259405, expected=36.000000 predicted=31.041357, expected=24.000000 predicted=30.580544, expected=24.000000 predicted=32.379777, expected=8.000000 predicted=26.949858, expected=20.000000 predicted=32.321953, expected=28.000000 predicted=26.927644, expected=48.000000 predicted=29.952793, expected=8.000000 predicted=19.417005, expected=28.000000 predicted=22.516666, expected=28.000000 predicted=26.508298, expected=36.000000 predicted=28.294607, expected=12.000000 predicted=28.297418, expected=68.000000 predicted=35.755020, expected=36.000000 predicted=33.270448, expected=28.000000 predicted=30.497681, expected=20.000000 predicted=34.150005, expected=24.000000 predicted=23.361824, expected=28.000000 predicted=38.923040, expected=40.000000 predicted=32.939927, expected=32.000000 predicted=29.456707, expected=40.000000 predicted=31.267899, expected=28.000000 predicted=29.906052, expected=16.000000 predicted=25.883228, expected=20.000000 predicted=29.765668, expected=16.000000 Test MSE: 267.189
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756])] predicted=15.983501, expected=20.000000 predicted=14.850969, expected=20.000000 predicted=15.706105, expected=4.000000 predicted=14.155239, expected=4.000000 predicted=13.028008, expected=16.000000 predicted=14.001047, expected=8.000000 predicted=13.965625, expected=20.000000 predicted=13.623671, expected=16.000000 predicted=11.210978, expected=8.000000 predicted=10.523117, expected=8.000000 predicted=11.252049, expected=16.000000 predicted=12.696775, expected=8.000000 predicted=13.810867, expected=4.000000 predicted=9.340521, expected=16.000000 predicted=9.889009, expected=12.000000 predicted=11.632643, expected=12.000000 predicted=11.942967, expected=24.000000 predicted=13.073185, expected=32.000000 predicted=18.244074, expected=16.000000 predicted=18.485112, expected=8.000000 predicted=13.681626, expected=12.000000 predicted=14.927204, expected=32.000000 predicted=23.777827, expected=8.000000 predicted=19.971472, expected=4.000000 predicted=10.610814, expected=24.000000 predicted=13.954417, expected=24.000000 predicted=19.933042, expected=20.000000 predicted=20.702425, expected=12.000000 predicted=12.746260, expected=4.000000 predicted=11.290411, expected=4.000000 predicted=13.964807, expected=4.000000 predicted=12.166847, expected=16.000000 predicted=12.456742, expected=32.000000 predicted=15.646825, expected=4.000000 predicted=9.737650, expected=8.000000 predicted=7.615546, expected=20.000000 predicted=13.098056, expected=12.000000 predicted=16.920293, expected=12.000000 predicted=15.772558, expected=20.000000 predicted=12.055467, expected=24.000000 predicted=16.979969, expected=8.000000 predicted=15.539429, expected=16.000000 predicted=13.696982, expected=12.000000 predicted=14.690246, expected=4.000000 predicted=13.759433, expected=8.000000 predicted=12.069391, expected=12.000000 predicted=10.402385, expected=12.000000 predicted=12.085170, expected=20.000000 predicted=12.472711, expected=4.000000 predicted=8.591531, expected=8.000000 predicted=8.964219, expected=20.000000 predicted=13.487319, expected=4.000000 predicted=11.725926, expected=20.000000 predicted=13.523717, expected=12.000000 predicted=10.825525, expected=12.000000 predicted=12.227110, expected=12.000000 predicted=13.209169, expected=36.000000 predicted=17.706565, expected=8.000000 predicted=17.236260, expected=16.000000 predicted=13.864920, expected=16.000000 predicted=15.328272, expected=8.000000 predicted=15.568954, expected=24.000000 predicted=20.332270, expected=20.000000 predicted=15.953731, expected=12.000000 predicted=15.569101, expected=12.000000 predicted=13.726413, expected=4.000000 predicted=11.448609, expected=12.000000 predicted=14.870262, expected=12.000000 predicted=13.439981, expected=16.000000 predicted=12.425802, expected=20.000000 predicted=13.465878, expected=4.000000 predicted=9.540926, expected=8.000000 predicted=10.280413, expected=12.000000 predicted=11.985054, expected=24.000000 predicted=16.639070, expected=24.000000 predicted=17.664044, expected=8.000000 predicted=11.150455, expected=12.000000 predicted=11.924065, expected=16.000000 predicted=15.702781, expected=32.000000 predicted=22.724058, expected=20.000000 predicted=20.229099, expected=20.000000 predicted=16.111741, expected=8.000000 predicted=15.054108, expected=8.000000 predicted=15.716817, expected=12.000000 predicted=17.963729, expected=20.000000 predicted=16.898553, expected=8.000000 predicted=13.345677, expected=12.000000 predicted=10.076557, expected=44.000000 predicted=19.821824, expected=12.000000 predicted=18.719476, expected=8.000000 predicted=14.370367, expected=4.000000 predicted=10.608562, expected=20.000000 predicted=17.844944, expected=12.000000 predicted=20.531145, expected=24.000000 predicted=14.350708, expected=20.000000 predicted=14.491978, expected=4.000000 predicted=11.381360, expected=16.000000 predicted=15.080170, expected=8.000000 predicted=13.747410, expected=16.000000 predicted=16.307988, expected=52.000000 predicted=23.943271, expected=8.000000 predicted=16.611871, expected=4.000000 predicted=12.505757, expected=4.000000 predicted=10.932560, expected=4.000000 predicted=15.556900, expected=20.000000 predicted=20.994069, expected=8.000000 predicted=8.782371, expected=28.000000 predicted=11.990492, expected=44.000000 predicted=20.224397, expected=8.000000 predicted=16.698556, expected=16.000000 predicted=16.987878, expected=4.000000 predicted=14.404206, expected=28.000000 predicted=24.355077, expected=28.000000 predicted=26.028725, expected=24.000000 predicted=18.102528, expected=56.000000 predicted=27.527408, expected=4.000000 predicted=20.575112, expected=12.000000 predicted=21.235062, expected=16.000000 predicted=21.679473, expected=16.000000 predicted=24.082343, expected=12.000000 predicted=22.478926, expected=24.000000 predicted=13.668973, expected=28.000000 predicted=19.294593, expected=16.000000 predicted=18.379517, expected=4.000000 predicted=13.497137, expected=4.000000 predicted=11.964913, expected=12.000000 predicted=16.114420, expected=8.000000 predicted=14.478067, expected=32.000000 predicted=15.551868, expected=52.000000 predicted=22.518953, expected=8.000000 predicted=16.980441, expected=12.000000 predicted=14.658631, expected=4.000000 predicted=14.823386, expected=12.000000 predicted=22.436679, expected=16.000000 predicted=21.894558, expected=24.000000 predicted=14.308165, expected=28.000000 predicted=17.205688, expected=24.000000 predicted=17.032857, expected=4.000000 predicted=14.489738, expected=16.000000 predicted=16.617029, expected=4.000000 predicted=16.658306, expected=12.000000 predicted=16.443692, expected=8.000000 predicted=12.276317, expected=24.000000 predicted=12.590262, expected=4.000000 predicted=11.329895, expected=8.000000 predicted=7.958899, expected=8.000000 predicted=9.788240, expected=4.000000 predicted=9.394194, expected=16.000000 predicted=12.738949, expected=24.000000 predicted=12.350749, expected=12.000000 predicted=12.095895, expected=8.000000 predicted=9.535801, expected=8.000000 predicted=9.651623, expected=12.000000 predicted=14.109591, expected=4.000000 predicted=12.358770, expected=8.000000 predicted=8.522916, expected=24.000000 predicted=12.228803, expected=16.000000 predicted=13.325264, expected=8.000000 predicted=10.731620, expected=16.000000 predicted=10.675205, expected=8.000000 predicted=12.659649, expected=16.000000 predicted=16.079314, expected=28.000000 predicted=17.271865, expected=12.000000 predicted=14.440854, expected=36.000000 predicted=20.003352, expected=12.000000 predicted=16.959124, expected=20.000000 predicted=19.479354, expected=4.000000 predicted=16.968339, expected=8.000000 predicted=14.172198, expected=16.000000 predicted=18.435935, expected=4.000000 predicted=11.172767, expected=24.000000 predicted=14.329842, expected=16.000000 predicted=12.191109, expected=16.000000 predicted=13.704414, expected=16.000000 predicted=14.389710, expected=20.000000 predicted=15.413981, expected=36.000000 predicted=24.035079, expected=24.000000 predicted=21.971426, expected=4.000000 predicted=15.789681, expected=12.000000 predicted=15.320077, expected=8.000000 predicted=17.426507, expected=20.000000 predicted=21.037642, expected=24.000000 predicted=17.940662, expected=12.000000 predicted=12.355972, expected=16.000000 predicted=13.615620, expected=12.000000 predicted=13.874356, expected=24.000000 predicted=19.568345, expected=20.000000 predicted=19.515571, expected=8.000000 predicted=13.826426, expected=64.000000 predicted=27.256251, expected=40.000000 predicted=31.086052, expected=32.000000 predicted=29.962092, expected=52.000000 predicted=32.642315, expected=16.000000 predicted=31.633269, expected=44.000000 predicted=43.131083, expected=20.000000 predicted=33.139609, expected=16.000000 predicted=29.242329, expected=4.000000 predicted=23.514923, expected=16.000000 predicted=19.068987, expected=8.000000 predicted=20.550379, expected=12.000000 predicted=13.687844, expected=28.000000 predicted=15.733777, expected=16.000000 predicted=14.556743, expected=8.000000 predicted=13.015650, expected=4.000000 predicted=9.322458, expected=4.000000 predicted=11.175912, expected=64.000000 predicted=28.198206, expected=16.000000 predicted=21.833205, expected=8.000000 predicted=12.377789, expected=20.000000 predicted=13.334134, expected=16.000000 predicted=22.096752, expected=12.000000 predicted=26.398406, expected=8.000000 predicted=11.923009, expected=8.000000 predicted=10.949036, expected=16.000000 predicted=14.653221, expected=48.000000 predicted=22.678777, expected=12.000000 predicted=17.751279, expected=12.000000 predicted=13.165799, expected=4.000000 predicted=11.913319, expected=12.000000 predicted=18.154685, expected=16.000000 predicted=21.089426, expected=20.000000 predicted=14.296627, expected=8.000000 predicted=11.155198, expected=4.000000 predicted=8.045298, expected=16.000000 predicted=12.559950, expected=8.000000 predicted=13.233134, expected=4.000000 predicted=10.090096, expected=20.000000 predicted=10.180294, expected=28.000000 predicted=15.615343, expected=8.000000 predicted=14.048654, expected=4.000000 predicted=8.399727, expected=8.000000 predicted=9.797998, expected=4.000000 predicted=13.152935, expected=48.000000 predicted=22.369647, expected=20.000000 predicted=17.165129, expected=4.000000 predicted=10.685222, expected=12.000000 predicted=10.997551, expected=12.000000 predicted=16.705681, expected=28.000000 predicted=25.833770, expected=8.000000 predicted=14.105517, expected=12.000000 predicted=10.531798, expected=20.000000 predicted=14.832503, expected=20.000000 predicted=18.237063, expected=20.000000 predicted=19.087865, expected=16.000000 predicted=14.586938, expected=4.000000 predicted=13.197758, expected=16.000000 predicted=15.867052, expected=4.000000 predicted=13.664687, expected=4.000000 predicted=10.885205, expected=20.000000 predicted=11.774231, expected=24.000000 predicted=14.266757, expected=8.000000 predicted=12.501363, expected=20.000000 predicted=11.375837, expected=4.000000 predicted=11.363155, expected=4.000000 predicted=12.983243, expected=4.000000 predicted=10.509257, expected=8.000000 predicted=8.962034, expected=16.000000 predicted=11.610135, expected=24.000000 predicted=11.601571, expected=16.000000 predicted=11.737060, expected=4.000000 predicted=9.022049, expected=8.000000 predicted=10.388077, expected=4.000000 predicted=12.055664, expected=36.000000 predicted=19.723627, expected=8.000000 predicted=13.722782, expected=4.000000 predicted=7.722519, expected=4.000000 predicted=7.291758, expected=20.000000 predicted=14.481019, expected=4.000000 predicted=15.142485, expected=4.000000 predicted=6.056793, expected=12.000000 predicted=7.134492, expected=12.000000 predicted=10.437720, expected=8.000000 predicted=10.767117, expected=20.000000 predicted=9.961125, expected=16.000000 predicted=12.200323, expected=12.000000 predicted=12.973271, expected=8.000000 predicted=11.013933, expected=8.000000 predicted=11.054157, expected=8.000000 predicted=12.596483, expected=12.000000 predicted=11.665750, expected=20.000000 predicted=12.753132, expected=8.000000 predicted=10.320439, expected=12.000000 predicted=10.158011, expected=8.000000 predicted=10.223237, expected=8.000000 predicted=11.458794, expected=16.000000 predicted=13.194622, expected=16.000000 predicted=12.188487, expected=8.000000 predicted=10.878289, expected=8.000000 predicted=9.089746, expected=4.000000 predicted=8.959542, expected=16.000000 predicted=12.782542, expected=24.000000 predicted=15.156141, expected=8.000000 predicted=11.017722, expected=12.000000 predicted=9.966932, expected=12.000000 predicted=11.343399, expected=8.000000 predicted=13.869880, expected=48.000000 predicted=22.792768, expected=8.000000 predicted=15.920325, expected=16.000000 predicted=14.694986, expected=4.000000 predicted=11.991968, expected=16.000000 predicted=17.563611, expected=36.000000 predicted=26.358474, expected=44.000000 predicted=23.978798, expected=4.000000 predicted=16.770638, expected=28.000000 predicted=17.462959, expected=16.000000 predicted=22.971859, expected=4.000000 predicted=23.218447, expected=24.000000 predicted=21.291020, expected=8.000000 predicted=13.846281, expected=16.000000 predicted=17.302690, expected=36.000000 predicted=18.707610, expected=4.000000 predicted=14.513692, expected=4.000000 predicted=12.782109, expected=16.000000 predicted=12.340710, expected=4.000000 predicted=15.115335, expected=40.000000 predicted=21.800259, expected=24.000000 predicted=15.956501, expected=16.000000 predicted=15.516301, expected=16.000000 predicted=15.695507, expected=12.000000 predicted=17.240118, expected=4.000000 predicted=19.698766, expected=8.000000 predicted=13.520467, expected=16.000000 predicted=13.451601, expected=12.000000 predicted=12.851999, expected=8.000000 predicted=9.453543, expected=4.000000 predicted=6.748318, expected=16.000000 predicted=11.112993, expected=32.000000 predicted=17.899421, expected=8.000000 predicted=13.413037, expected=16.000000 predicted=11.537554, expected=8.000000 predicted=11.397332, expected=32.000000 predicted=21.306117, expected=8.000000 predicted=18.454434, expected=4.000000 predicted=10.327736, expected=52.000000 predicted=21.813375, expected=24.000000 predicted=23.885877, expected=4.000000 predicted=18.810454, expected=20.000000 predicted=13.697212, expected=8.000000 predicted=18.258063, expected=24.000000 predicted=26.518103, expected=16.000000 predicted=16.498121, expected=4.000000 predicted=11.019979, expected=4.000000 predicted=10.842503, expected=16.000000 Test MSE: 134.903
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289])] predicted=35.156078, expected=32.000000 predicted=40.801975, expected=44.000000 predicted=41.797609, expected=72.000000 predicted=49.428733, expected=72.000000 predicted=56.031921, expected=92.000000 predicted=54.952417, expected=52.000000 predicted=56.227730, expected=68.000000 predicted=65.288610, expected=44.000000 predicted=65.185680, expected=48.000000 predicted=61.998107, expected=76.000000 predicted=68.208025, expected=84.000000 predicted=61.797199, expected=76.000000 predicted=66.569725, expected=164.000000 predicted=87.281591, expected=52.000000 predicted=73.635630, expected=100.000000 predicted=93.146199, expected=88.000000 predicted=93.678670, expected=36.000000 predicted=78.154023, expected=116.000000 predicted=104.988470, expected=84.000000 predicted=74.893557, expected=136.000000 predicted=97.842434, expected=52.000000 predicted=82.319341, expected=36.000000 predicted=69.979236, expected=96.000000 predicted=92.397842, expected=80.000000 predicted=78.987254, expected=80.000000 predicted=85.225628, expected=92.000000 predicted=72.860491, expected=48.000000 predicted=65.644652, expected=48.000000 predicted=74.886258, expected=48.000000 predicted=66.218909, expected=60.000000 predicted=63.900876, expected=80.000000 predicted=66.895390, expected=44.000000 predicted=52.133950, expected=36.000000 predicted=51.295465, expected=56.000000 predicted=54.221566, expected=4.000000 predicted=43.207722, expected=56.000000 predicted=51.431083, expected=64.000000 predicted=44.355986, expected=52.000000 predicted=43.327237, expected=44.000000 predicted=47.068563, expected=64.000000 predicted=44.697198, expected=52.000000 predicted=54.445603, expected=88.000000 predicted=63.581616, expected=64.000000 predicted=59.206238, expected=40.000000 predicted=55.519645, expected=28.000000 predicted=55.109772, expected=40.000000 predicted=51.266204, expected=44.000000 predicted=53.469611, expected=36.000000 predicted=43.205284, expected=64.000000 predicted=43.955394, expected=24.000000 predicted=35.845899, expected=88.000000 predicted=52.592501, expected=64.000000 predicted=52.101876, expected=36.000000 predicted=48.572159, expected=48.000000 predicted=55.544800, expected=40.000000 predicted=46.189348, expected=112.000000 predicted=71.343954, expected=44.000000 predicted=54.809824, expected=48.000000 predicted=53.055378, expected=76.000000 predicted=62.060576, expected=100.000000 predicted=68.839675, expected=60.000000 predicted=74.718158, expected=104.000000 predicted=73.025663, expected=52.000000 predicted=68.261290, expected=104.000000 predicted=84.569953, expected=60.000000 predicted=79.717396, expected=20.000000 predicted=62.270200, expected=36.000000 predicted=65.904946, expected=48.000000 predicted=52.546491, expected=40.000000 predicted=54.538217, expected=52.000000 predicted=45.117118, expected=4.000000 predicted=29.041618, expected=48.000000 predicted=39.583761, expected=92.000000 predicted=50.705135, expected=84.000000 predicted=52.920971, expected=52.000000 predicted=54.289643, expected=64.000000 predicted=53.955023, expected=88.000000 predicted=70.784444, expected=36.000000 predicted=67.356108, expected=88.000000 predicted=72.949284, expected=56.000000 predicted=61.428999, expected=12.000000 predicted=53.868471, expected=108.000000 predicted=72.195616, expected=84.000000 predicted=60.699400, expected=60.000000 predicted=68.710597, expected=60.000000 predicted=63.415418, expected=72.000000 predicted=61.672835, expected=68.000000 predicted=77.257624, expected=96.000000 predicted=76.272961, expected=64.000000 predicted=67.736029, expected=68.000000 predicted=70.559111, expected=60.000000 predicted=70.655105, expected=56.000000 predicted=67.570548, expected=56.000000 predicted=68.597059, expected=48.000000 predicted=58.143303, expected=80.000000 predicted=63.734622, expected=128.000000 predicted=74.497901, expected=96.000000 predicted=75.264613, expected=96.000000 predicted=82.992051, expected=108.000000 predicted=90.466764, expected=100.000000 predicted=98.906837, expected=108.000000 predicted=108.394696, expected=80.000000 predicted=96.104604, expected=112.000000 predicted=102.046944, expected=108.000000 predicted=103.112690, expected=32.000000 predicted=85.369088, expected=60.000000 predicted=85.701975, expected=36.000000 predicted=68.528622, expected=36.000000 predicted=65.584415, expected=76.000000 predicted=64.253583, expected=36.000000 predicted=42.604564, expected=124.000000 predicted=67.742999, expected=60.000000 predicted=57.234559, expected=72.000000 predicted=66.067944, expected=72.000000 predicted=73.580662, expected=36.000000 predicted=61.202799, expected=84.000000 predicted=80.255617, expected=92.000000 predicted=69.633355, expected=92.000000 predicted=75.668351, expected=28.000000 predicted=63.988893, expected=56.000000 predicted=62.983867, expected=72.000000 predicted=71.576514, expected=60.000000 predicted=67.548682, expected=44.000000 predicted=60.081033, expected=60.000000 predicted=52.268626, expected=104.000000 predicted=68.342077, expected=44.000000 predicted=61.527780, expected=40.000000 predicted=58.236309, expected=48.000000 predicted=55.347489, expected=40.000000 predicted=54.584515, expected=116.000000 predicted=72.988249, expected=96.000000 predicted=63.295779, expected=132.000000 predicted=80.632090, expected=36.000000 predicted=70.882565, expected=84.000000 predicted=82.350525, expected=60.000000 predicted=86.987641, expected=96.000000 predicted=86.256350, expected=76.000000 predicted=83.868862, expected=20.000000 predicted=56.349106, expected=12.000000 predicted=57.033728, expected=36.000000 predicted=50.156426, expected=16.000000 predicted=43.813611, expected=64.000000 predicted=42.938461, expected=92.000000 predicted=42.332938, expected=48.000000 predicted=41.286006, expected=68.000000 predicted=54.360011, expected=48.000000 predicted=51.717474, expected=40.000000 predicted=58.661069, expected=60.000000 predicted=62.201731, expected=76.000000 predicted=57.441038, expected=56.000000 predicted=58.130800, expected=48.000000 predicted=53.604060, expected=20.000000 predicted=46.373571, expected=44.000000 predicted=51.315729, expected=28.000000 predicted=45.780616, expected=72.000000 predicted=48.324631, expected=72.000000 predicted=48.902301, expected=76.000000 predicted=51.330772, expected=24.000000 predicted=48.815716, expected=32.000000 predicted=47.665209, expected=84.000000 predicted=63.547711, expected=48.000000 predicted=55.564588, expected=60.000000 predicted=56.596640, expected=60.000000 predicted=49.623052, expected=64.000000 predicted=56.332014, expected=44.000000 predicted=60.268580, expected=28.000000 predicted=48.460404, expected=68.000000 predicted=56.214857, expected=72.000000 predicted=57.193772, expected=68.000000 predicted=58.477260, expected=44.000000 predicted=51.986812, expected=56.000000 predicted=54.082745, expected=48.000000 predicted=58.845935, expected=28.000000 predicted=51.871123, expected=68.000000 predicted=55.208304, expected=104.000000 predicted=60.648946, expected=48.000000 predicted=56.250499, expected=64.000000 predicted=60.041965, expected=40.000000 predicted=54.179313, expected=52.000000 predicted=62.557128, expected=64.000000 predicted=65.602557, expected=60.000000 predicted=54.262298, expected=64.000000 predicted=58.387767, expected=56.000000 predicted=54.453545, expected=44.000000 predicted=55.076439, expected=52.000000 predicted=57.035655, expected=52.000000 predicted=54.729841, expected=32.000000 predicted=49.274989, expected=116.000000 predicted=64.270516, expected=104.000000 predicted=66.802018, expected=44.000000 predicted=62.683995, expected=8.000000 predicted=54.525473, expected=24.000000 predicted=51.088198, expected=64.000000 predicted=65.879878, expected=64.000000 predicted=56.256038, expected=52.000000 predicted=42.896398, expected=68.000000 predicted=45.342828, expected=84.000000 predicted=58.546702, expected=56.000000 predicted=63.135082, expected=36.000000 predicted=58.129573, expected=80.000000 predicted=64.227665, expected=72.000000 predicted=66.076907, expected=92.000000 predicted=73.170606, expected=68.000000 predicted=65.730021, expected=108.000000 predicted=76.197483, expected=36.000000 predicted=71.577334, expected=80.000000 predicted=77.201091, expected=20.000000 predicted=64.605576, expected=56.000000 predicted=62.131450, expected=68.000000 predicted=65.917411, expected=44.000000 predicted=48.178213, expected=64.000000 predicted=58.406334, expected=56.000000 predicted=48.840074, expected=60.000000 predicted=57.969672, expected=64.000000 predicted=60.386190, expected=84.000000 predicted=62.516790, expected=96.000000 predicted=72.189059, expected=108.000000 predicted=78.751502, expected=60.000000 predicted=74.704149, expected=52.000000 predicted=74.297509, expected=60.000000 predicted=76.226733, expected=76.000000 predicted=77.328887, expected=72.000000 predicted=74.155566, expected=48.000000 predicted=59.612248, expected=36.000000 predicted=55.022130, expected=76.000000 predicted=63.229722, expected=44.000000 predicted=58.011373, expected=96.000000 predicted=66.413403, expected=64.000000 predicted=59.075485, expected=92.000000 predicted=67.739232, expected=76.000000 predicted=74.565755, expected=104.000000 predicted=78.890059, expected=52.000000 predicted=78.729391, expected=40.000000 predicted=68.070916, expected=68.000000 predicted=74.007725, expected=100.000000 predicted=76.107243, expected=68.000000 predicted=73.382071, expected=32.000000 predicted=56.426502, expected=64.000000 predicted=61.362769, expected=80.000000 predicted=69.732378, expected=44.000000 predicted=64.745829, expected=80.000000 predicted=64.137082, expected=72.000000 predicted=60.146899, expected=52.000000 predicted=63.562383, expected=44.000000 predicted=62.056720, expected=48.000000 predicted=55.087856, expected=64.000000 predicted=62.102754, expected=68.000000 predicted=59.754117, expected=60.000000 predicted=55.654662, expected=32.000000 predicted=49.773447, expected=52.000000 predicted=53.885695, expected=116.000000 predicted=70.373128, expected=56.000000 predicted=61.793609, expected=72.000000 predicted=65.215585, expected=48.000000 predicted=58.930254, expected=124.000000 predicted=80.802606, expected=116.000000 predicted=92.285210, expected=60.000000 predicted=74.399538, expected=52.000000 predicted=76.625686, expected=68.000000 predicted=76.021346, expected=28.000000 predicted=73.890683, expected=80.000000 predicted=73.220583, expected=76.000000 predicted=61.537566, expected=88.000000 predicted=65.789896, expected=64.000000 predicted=66.603986, expected=36.000000 predicted=56.837702, expected=48.000000 predicted=65.751815, expected=40.000000 predicted=58.445747, expected=56.000000 predicted=58.085131, expected=88.000000 predicted=59.059005, expected=104.000000 predicted=63.207278, expected=40.000000 predicted=57.948760, expected=68.000000 predicted=64.947922, expected=56.000000 predicted=66.693890, expected=64.000000 predicted=70.929304, expected=60.000000 predicted=67.920230, expected=72.000000 predicted=59.466064, expected=120.000000 predicted=77.511431, expected=56.000000 predicted=67.166857, expected=76.000000 predicted=74.381434, expected=44.000000 predicted=68.043615, expected=36.000000 predicted=65.097533, expected=64.000000 predicted=70.894996, expected=48.000000 predicted=53.185473, expected=48.000000 predicted=53.912422, expected=48.000000 predicted=47.668011, expected=48.000000 predicted=47.532190, expected=48.000000 predicted=51.380387, expected=64.000000 predicted=51.728060, expected=72.000000 predicted=55.502393, expected=80.000000 predicted=60.604071, expected=84.000000 predicted=65.988686, expected=64.000000 predicted=66.176503, expected=24.000000 predicted=60.540568, expected=36.000000 predicted=59.482894, expected=48.000000 predicted=57.590523, expected=60.000000 predicted=55.770554, expected=68.000000 predicted=52.502085, expected=68.000000 predicted=49.763089, expected=60.000000 predicted=55.007486, expected=60.000000 predicted=59.568806, expected=56.000000 predicted=61.241437, expected=72.000000 predicted=65.264468, expected=32.000000 predicted=55.709471, expected=24.000000 predicted=48.991511, expected=96.000000 predicted=61.812516, expected=80.000000 predicted=60.593939, expected=68.000000 predicted=62.601693, expected=64.000000 predicted=58.637303, expected=48.000000 predicted=58.664713, expected=60.000000 predicted=71.009589, expected=88.000000 predicted=71.191646, expected=40.000000 predicted=58.837459, expected=56.000000 predicted=59.768940, expected=68.000000 predicted=60.054826, expected=40.000000 predicted=56.486422, expected=24.000000 predicted=52.788477, expected=56.000000 predicted=48.267170, expected=44.000000 predicted=47.851447, expected=48.000000 predicted=48.346880, expected=60.000000 predicted=46.277515, expected=76.000000 predicted=51.322241, expected=24.000000 predicted=48.124131, expected=44.000000 predicted=49.009448, expected=80.000000 predicted=57.583778, expected=100.000000 predicted=66.619169, expected=8.000000 predicted=50.750463, expected=80.000000 predicted=57.384256, expected=16.000000 predicted=49.560037, expected=52.000000 predicted=58.006310, expected=52.000000 predicted=55.701389, expected=72.000000 predicted=45.271421, expected=56.000000 predicted=56.478533, expected=64.000000 predicted=49.960937, expected=60.000000 predicted=58.743739, expected=60.000000 predicted=59.744039, expected=64.000000 predicted=63.613829, expected=56.000000 predicted=59.087635, expected=48.000000 predicted=58.042344, expected=80.000000 predicted=63.371609, expected=28.000000 predicted=52.891516, expected=72.000000 predicted=60.397182, expected=76.000000 predicted=61.101983, expected=76.000000 predicted=62.545128, expected=84.000000 predicted=71.589037, expected=72.000000 predicted=64.697935, expected=52.000000 predicted=70.007659, expected=60.000000 predicted=70.005020, expected=56.000000 predicted=66.509447, expected=72.000000 predicted=68.159243, expected=96.000000 predicted=70.961245, expected=48.000000 predicted=60.525526, expected=60.000000 predicted=64.769967, expected=84.000000 predicted=70.058215, expected=72.000000 predicted=71.427689, expected=8.000000 predicted=58.706912, expected=36.000000 predicted=50.831538, expected=36.000000 predicted=49.216791, expected=68.000000 predicted=54.977597, expected=60.000000 predicted=49.491400, expected=48.000000 predicted=39.663173, expected=92.000000 predicted=58.816104, expected=60.000000 predicted=57.721424, expected=48.000000 predicted=61.521243, expected=40.000000 predicted=56.881860, expected=52.000000 predicted=55.746118, expected=36.000000 predicted=55.748152, expected=88.000000 predicted=58.145658, expected=60.000000 predicted=53.231005, expected=36.000000 predicted=48.945081, expected=24.000000 predicted=47.652991, expected=80.000000 predicted=55.704421, expected=48.000000 predicted=56.996218, expected=80.000000 predicted=57.422822, expected=84.000000 predicted=59.049435, expected=68.000000 predicted=60.196584, expected=40.000000 predicted=65.278233, expected=84.000000 predicted=68.070974, expected=92.000000 predicted=76.499983, expected=76.000000 predicted=74.212802, expected=28.000000 predicted=61.265710, expected=20.000000 predicted=52.477351, expected=72.000000 predicted=66.103291, expected=60.000000 predicted=60.238587, expected=72.000000 predicted=57.631468, expected=60.000000 predicted=50.478939, expected=60.000000 predicted=54.234584, expected=44.000000 predicted=60.601058, expected=84.000000 predicted=65.520317, expected=72.000000 predicted=66.023599, expected=76.000000 predicted=65.985678, expected=52.000000 predicted=62.949243, expected=52.000000 predicted=60.774341, expected=52.000000 Test MSE: 664.470
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412])] predicted=105.992262, expected=112.000000 predicted=79.587660, expected=36.000000 predicted=44.312464, expected=84.000000 predicted=87.861683, expected=72.000000 predicted=73.199246, expected=52.000000 predicted=81.575959, expected=144.000000 predicted=126.569226, expected=80.000000 predicted=55.991459, expected=76.000000 predicted=83.830801, expected=36.000000 predicted=59.412274, expected=48.000000 predicted=54.193779, expected=48.000000 predicted=85.937602, expected=60.000000 predicted=65.306555, expected=92.000000 predicted=80.390230, expected=100.000000 predicted=68.420398, expected=60.000000 predicted=56.231167, expected=64.000000 predicted=63.057825, expected=84.000000 predicted=74.307302, expected=56.000000 predicted=69.243153, expected=68.000000 predicted=82.192211, expected=88.000000 predicted=74.795971, expected=120.000000 predicted=90.740742, expected=100.000000 predicted=89.709287, expected=64.000000 predicted=65.797020, expected=48.000000 predicted=64.328752, expected=72.000000 predicted=80.224733, expected=36.000000 predicted=69.292702, expected=104.000000 predicted=99.143555, expected=144.000000 predicted=100.433486, expected=92.000000 predicted=69.532450, expected=32.000000 predicted=59.721022, expected=92.000000 predicted=76.523510, expected=48.000000 predicted=68.161720, expected=52.000000 predicted=90.558871, expected=80.000000 predicted=84.408684, expected=96.000000 predicted=63.867952, expected=48.000000 predicted=66.119186, expected=76.000000 predicted=68.713364, expected=76.000000 predicted=64.959975, expected=68.000000 predicted=71.161806, expected=68.000000 predicted=80.610005, expected=80.000000 predicted=66.394175, expected=108.000000 predicted=90.532841, expected=96.000000 predicted=84.260177, expected=40.000000 predicted=56.874416, expected=68.000000 predicted=74.718078, expected=52.000000 predicted=63.257889, expected=80.000000 predicted=88.268428, expected=132.000000 predicted=109.497461, expected=88.000000 predicted=63.501653, expected=108.000000 predicted=94.145435, expected=64.000000 predicted=63.630845, expected=84.000000 predicted=85.398202, expected=64.000000 predicted=92.632535, expected=44.000000 predicted=64.732427, expected=128.000000 predicted=115.539541, expected=96.000000 predicted=74.818796, expected=88.000000 predicted=87.099147, expected=20.000000 predicted=48.135296, expected=72.000000 predicted=66.001693, expected=56.000000 predicted=82.185533, expected=72.000000 predicted=78.188819, expected=156.000000 predicted=118.791288, expected=120.000000 predicted=70.502648, expected=8.000000 predicted=45.652237, expected=64.000000 predicted=74.922444, expected=68.000000 predicted=66.710769, expected=68.000000 predicted=98.357206, expected=60.000000 predicted=84.609903, expected=96.000000 predicted=58.365635, expected=136.000000 predicted=98.169359, expected=120.000000 predicted=92.697994, expected=76.000000 predicted=77.793269, expected=76.000000 predicted=77.930976, expected=36.000000 predicted=66.280640, expected=40.000000 predicted=83.068256, expected=8.000000 predicted=56.537364, expected=52.000000 predicted=60.779520, expected=128.000000 predicted=94.819143, expected=128.000000 predicted=77.472444, expected=84.000000 predicted=67.061755, expected=40.000000 predicted=38.972917, expected=84.000000 predicted=76.504911, expected=36.000000 predicted=72.125724, expected=80.000000 predicted=98.465675, expected=88.000000 predicted=82.052639, expected=104.000000 predicted=72.851432, expected=116.000000 predicted=99.746861, expected=36.000000 predicted=41.471804, expected=52.000000 predicted=72.798468, expected=48.000000 predicted=66.297682, expected=48.000000 predicted=68.784684, expected=144.000000 predicted=123.117880, expected=96.000000 predicted=62.861192, expected=88.000000 predicted=76.359828, expected=88.000000 predicted=76.523016, expected=72.000000 predicted=64.987053, expected=72.000000 predicted=102.216119, expected=64.000000 predicted=78.058455, expected=96.000000 predicted=90.541972, expected=184.000000 predicted=132.942138, expected=44.000000 predicted=54.842972, expected=52.000000 predicted=75.395357, expected=72.000000 predicted=73.803480, expected=44.000000 predicted=64.408271, expected=108.000000 predicted=132.634962, expected=112.000000 predicted=76.469312, expected=104.000000 predicted=80.571486, expected=132.000000 predicted=105.836060, expected=52.000000 predicted=54.703090, expected=60.000000 predicted=88.631914, expected=4.000000 predicted=55.270463, expected=20.000000 predicted=59.371484, expected=12.000000 predicted=58.817597, expected=8.000000 predicted=25.751579, expected=76.000000 predicted=62.055521, expected=64.000000 predicted=32.406308, expected=92.000000 predicted=59.228477, expected=52.000000 predicted=37.064217, expected=64.000000 predicted=46.292496, expected=76.000000 predicted=74.441783, expected=88.000000 predicted=75.555673, expected=28.000000 predicted=56.298626, expected=76.000000 predicted=69.334600, expected=80.000000 predicted=69.427973, expected=64.000000 predicted=67.647977, expected=64.000000 predicted=74.235967, expected=100.000000 predicted=69.495114, expected=36.000000 predicted=53.457371, expected=60.000000 predicted=72.098001, expected=92.000000 predicted=76.986081, expected=60.000000 predicted=59.815540, expected=92.000000 predicted=93.474235, expected=64.000000 predicted=53.448256, expected=104.000000 predicted=85.273881, expected=104.000000 predicted=94.317056, expected=48.000000 predicted=57.741623, expected=76.000000 predicted=86.323812, expected=72.000000 predicted=68.569950, expected=52.000000 predicted=73.737450, expected=76.000000 predicted=85.881505, expected=112.000000 predicted=80.907540, expected=148.000000 predicted=109.779406, expected=92.000000 predicted=83.365418, expected=56.000000 predicted=65.197750, expected=68.000000 predicted=78.089447, expected=80.000000 predicted=91.737255, expected=72.000000 predicted=98.915384, expected=52.000000 predicted=69.410351, expected=116.000000 predicted=88.922890, expected=68.000000 predicted=65.308547, expected=52.000000 predicted=68.380935, expected=80.000000 predicted=77.696446, expected=68.000000 predicted=61.001231, expected=60.000000 predicted=81.976745, expected=80.000000 predicted=74.310850, expected=124.000000 predicted=89.052832, expected=64.000000 predicted=69.418675, expected=76.000000 predicted=78.008817, expected=64.000000 predicted=65.136778, expected=64.000000 predicted=72.076637, expected=56.000000 predicted=82.561082, expected=76.000000 predicted=70.285580, expected=108.000000 predicted=89.087435, expected=32.000000 predicted=47.451123, expected=52.000000 predicted=63.654378, expected=36.000000 predicted=46.455640, expected=20.000000 predicted=45.353465, expected=80.000000 predicted=85.196805, expected=68.000000 predicted=47.693911, expected=44.000000 predicted=48.468207, expected=72.000000 predicted=58.175109, expected=64.000000 predicted=45.949282, expected=112.000000 predicted=93.561429, expected=52.000000 predicted=58.007573, expected=48.000000 predicted=53.978800, expected=72.000000 predicted=72.030270, expected=56.000000 predicted=58.783355, expected=60.000000 predicted=79.337732, expected=52.000000 predicted=52.765718, expected=80.000000 predicted=65.742332, expected=44.000000 predicted=54.853190, expected=60.000000 predicted=60.455066, expected=132.000000 predicted=94.469876, expected=124.000000 predicted=86.553875, expected=72.000000 predicted=78.232005, expected=68.000000 predicted=67.440331, expected=60.000000 predicted=65.537091, expected=52.000000 predicted=84.975097, expected=52.000000 predicted=79.895252, expected=100.000000 predicted=83.700153, expected=152.000000 predicted=106.367422, expected=104.000000 predicted=82.582202, expected=56.000000 predicted=64.534952, expected=68.000000 predicted=70.683243, expected=56.000000 predicted=75.909592, expected=52.000000 predicted=91.119483, expected=84.000000 predicted=87.965669, expected=140.000000 predicted=96.900482, expected=28.000000 predicted=46.337814, expected=32.000000 predicted=54.742416, expected=56.000000 predicted=56.668819, expected=48.000000 predicted=60.108368, expected=72.000000 predicted=93.226214, expected=80.000000 predicted=55.624911, expected=120.000000 predicted=79.573932, expected=104.000000 predicted=80.823302, expected=60.000000 predicted=61.429317, expected=104.000000 predicted=93.945493, expected=52.000000 predicted=65.078760, expected=60.000000 predicted=87.582488, expected=52.000000 predicted=72.934130, expected=104.000000 predicted=82.575202, expected=56.000000 predicted=71.693375, expected=56.000000 predicted=59.197492, expected=64.000000 predicted=63.431455, expected=48.000000 predicted=51.162301, expected=96.000000 predicted=94.205290, expected=76.000000 predicted=64.171729, expected=76.000000 predicted=69.153920, expected=76.000000 predicted=71.775780, expected=68.000000 predicted=62.257061, expected=76.000000 predicted=83.351395, expected=64.000000 predicted=69.106414, expected=72.000000 predicted=73.880504, expected=84.000000 predicted=78.541825, expected=92.000000 predicted=79.782686, expected=72.000000 predicted=73.814007, expected=72.000000 predicted=71.588839, expected=84.000000 predicted=79.035303, expected=76.000000 predicted=78.364035, expected=52.000000 predicted=70.302683, expected=8.000000 predicted=41.508203, expected=24.000000 predicted=48.175289, expected=100.000000 predicted=84.224404, expected=80.000000 predicted=68.063040, expected=56.000000 predicted=55.513652, expected=96.000000 predicted=62.177317, expected=92.000000 predicted=63.168360, expected=108.000000 predicted=101.261162, expected=96.000000 predicted=88.446555, expected=44.000000 predicted=56.770840, expected=48.000000 predicted=74.016310, expected=68.000000 predicted=76.877251, expected=100.000000 predicted=95.745456, expected=140.000000 predicted=111.399454, expected=88.000000 predicted=69.738810, expected=52.000000 predicted=60.966610, expected=16.000000 predicted=48.501104, expected=52.000000 predicted=74.436291, expected=44.000000 predicted=76.718629, expected=80.000000 predicted=77.412375, expected=152.000000 predicted=99.391260, expected=84.000000 predicted=54.141049, expected=44.000000 predicted=57.996055, expected=108.000000 predicted=85.577200, expected=44.000000 predicted=59.316686, expected=20.000000 predicted=79.030638, expected=96.000000 predicted=87.658651, expected=112.000000 predicted=74.887047, expected=136.000000 predicted=115.603326, expected=68.000000 predicted=61.258015, expected=60.000000 predicted=56.305714, expected=52.000000 predicted=74.247561, expected=72.000000 predicted=87.438653, expected=48.000000 predicted=80.244665, expected=84.000000 predicted=76.118421, expected=52.000000 predicted=54.084919, expected=80.000000 predicted=69.523521, expected=108.000000 predicted=87.405499, expected=48.000000 predicted=50.421503, expected=68.000000 predicted=78.584408, expected=76.000000 predicted=65.900439, expected=92.000000 predicted=84.272379, expected=108.000000 predicted=101.729849, expected=52.000000 predicted=54.302233, expected=76.000000 predicted=77.850333, expected=48.000000 predicted=61.188675, expected=80.000000 predicted=84.516671, expected=76.000000 predicted=83.530098, expected=116.000000 predicted=86.438720, expected=68.000000 predicted=70.106288, expected=44.000000 predicted=54.427431, expected=100.000000 predicted=91.020493, expected=44.000000 predicted=56.958532, expected=72.000000 predicted=90.155934, expected=76.000000 predicted=69.655300, expected=48.000000 predicted=49.808705, expected=72.000000 predicted=81.941738, expected=92.000000 predicted=69.382112, expected=56.000000 predicted=62.677889, expected=60.000000 predicted=69.118788, expected=60.000000 predicted=56.761878, expected=60.000000 predicted=65.123299, expected=128.000000 predicted=104.706360, expected=80.000000 predicted=66.450649, expected=32.000000 predicted=52.796079, expected=48.000000 predicted=59.370441, expected=68.000000 predicted=64.456888, expected=60.000000 predicted=82.295527, expected=88.000000 predicted=80.171199, expected=112.000000 predicted=74.548435, expected=68.000000 predicted=61.280711, expected=44.000000 predicted=61.216232, expected=52.000000 predicted=60.179372, expected=48.000000 predicted=64.660345, expected=84.000000 predicted=89.568396, expected=76.000000 predicted=67.723407, expected=72.000000 predicted=61.420351, expected=52.000000 predicted=54.827584, expected=60.000000 predicted=58.559950, expected=36.000000 predicted=56.785057, expected=48.000000 predicted=60.517418, expected=28.000000 predicted=45.847512, expected=72.000000 predicted=61.640492, expected=80.000000 predicted=64.668618, expected=76.000000 predicted=58.221364, expected=92.000000 predicted=72.326310, expected=56.000000 predicted=48.375258, expected=56.000000 predicted=67.009599, expected=72.000000 predicted=74.368208, expected=84.000000 predicted=77.709380, expected=172.000000 predicted=127.005603, expected=84.000000 predicted=69.994030, expected=76.000000 predicted=78.795217, expected=32.000000 predicted=57.513236, expected=60.000000 predicted=76.123410, expected=52.000000 predicted=94.839939, expected=84.000000 predicted=79.991373, expected=116.000000 predicted=90.685244, expected=72.000000 predicted=56.509488, expected=64.000000 predicted=67.793897, expected=44.000000 predicted=53.214295, expected=44.000000 predicted=64.032214, expected=52.000000 predicted=75.358344, expected=72.000000 predicted=68.219241, expected=152.000000 predicted=104.386687, expected=116.000000 predicted=79.809047, expected=28.000000 predicted=46.205568, expected=84.000000 predicted=79.126083, expected=52.000000 predicted=61.919902, expected=64.000000 predicted=98.840049, expected=68.000000 predicted=82.492967, expected=80.000000 predicted=59.134324, expected=104.000000 predicted=90.206184, expected=52.000000 predicted=54.515798, expected=40.000000 predicted=57.195741, expected=36.000000 predicted=52.908379, expected=48.000000 predicted=61.232738, expected=96.000000 predicted=90.075917, expected=96.000000 predicted=70.938356, expected=128.000000 predicted=87.650609, expected=56.000000 predicted=52.020204, expected=68.000000 predicted=69.187834, expected=40.000000 predicted=66.183728, expected=80.000000 predicted=86.521432, expected=108.000000 predicted=105.440474, expected=100.000000 predicted=78.682648, expected=68.000000 predicted=70.289310, expected=36.000000 predicted=47.174689, expected=56.000000 predicted=69.890705, expected=48.000000 predicted=70.904866, expected=112.000000 predicted=99.117185, expected=124.000000 predicted=90.635151, expected=92.000000 predicted=70.010475, expected=60.000000 predicted=65.064968, expected=68.000000 predicted=67.063564, expected=52.000000 predicted=78.360792, expected=36.000000 predicted=73.365451, expected=92.000000 predicted=87.137638, expected=100.000000 predicted=76.564528, expected=136.000000 predicted=101.290933, expected=52.000000 predicted=55.254297, expected=52.000000 predicted=57.430707, expected=52.000000 predicted=71.253910, expected=48.000000 predicted=70.868305, expected=28.000000 predicted=70.320856, expected=76.000000 predicted=63.776970, expected=88.000000 predicted=66.649265, expected=80.000000 predicted=66.155702, expected=84.000000 predicted=68.838152, expected=64.000000 predicted=53.332735, expected=48.000000 predicted=63.743707, expected=44.000000 predicted=64.323784, expected=92.000000 predicted=83.196671, expected=76.000000 predicted=73.963584, expected=96.000000 predicted=80.692871, expected=48.000000 predicted=50.857318, expected=56.000000 predicted=57.593811, expected=36.000000 predicted=60.529534, expected=76.000000 predicted=74.626790, expected=84.000000 predicted=81.547803, expected=96.000000 predicted=73.197477, expected=100.000000 predicted=79.223826, expected=76.000000 predicted=63.092673, expected=8.000000 predicted=45.626014, expected=8.000000 predicted=48.224912, expected=88.000000 predicted=85.368087, expected=112.000000 predicted=93.560800, expected=64.000000 predicted=64.944814, expected=60.000000 predicted=44.575316, expected=48.000000 predicted=38.485839, expected=68.000000 predicted=76.537181, expected=72.000000 predicted=83.487532, expected=68.000000 predicted=65.241840, expected=68.000000 predicted=64.536722, expected=88.000000 predicted=70.691194, expected=56.000000 predicted=61.645825, expected=40.000000 predicted=57.639481, expected=80.000000 predicted=74.167024, expected=76.000000 Test MSE: 926.305
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362])] predicted=74.305207, expected=164.000000 predicted=106.995483, expected=100.000000 predicted=86.931517, expected=92.000000 predicted=98.286624, expected=68.000000 predicted=106.353581, expected=88.000000 predicted=87.010058, expected=144.000000 predicted=126.368147, expected=176.000000 predicted=121.299196, expected=220.000000 predicted=144.675061, expected=100.000000 predicted=115.141682, expected=112.000000 predicted=127.367029, expected=96.000000 predicted=130.330067, expected=96.000000 predicted=130.039732, expected=140.000000 predicted=149.903707, expected=192.000000 predicted=131.590044, expected=100.000000 predicted=116.549831, expected=188.000000 predicted=142.423786, expected=68.000000 predicted=108.857309, expected=100.000000 predicted=126.530766, expected=88.000000 predicted=130.310069, expected=180.000000 predicted=123.903483, expected=184.000000 predicted=157.757128, expected=164.000000 predicted=126.334387, expected=56.000000 predicted=110.954091, expected=80.000000 predicted=107.347679, expected=80.000000 predicted=123.539486, expected=60.000000 predicted=108.908526, expected=68.000000 predicted=99.864061, expected=112.000000 predicted=78.457239, expected=104.000000 predicted=86.684106, expected=132.000000 predicted=100.214594, expected=100.000000 predicted=90.398887, expected=68.000000 predicted=84.891085, expected=108.000000 predicted=106.797467, expected=76.000000 predicted=92.009408, expected=104.000000 predicted=106.905645, expected=184.000000 predicted=122.549670, expected=140.000000 predicted=108.458711, expected=92.000000 predicted=113.772427, expected=72.000000 predicted=96.556301, expected=112.000000 predicted=109.806225, expected=156.000000 predicted=143.176514, expected=96.000000 predicted=114.642813, expected=72.000000 predicted=95.302416, expected=108.000000 predicted=97.165544, expected=100.000000 predicted=103.427934, expected=52.000000 predicted=100.587377, expected=116.000000 predicted=98.906175, expected=116.000000 predicted=91.582994, expected=96.000000 predicted=99.661318, expected=132.000000 predicted=110.920800, expected=68.000000 predicted=79.571528, expected=96.000000 predicted=105.604278, expected=96.000000 predicted=102.381947, expected=68.000000 predicted=86.303436, expected=116.000000 predicted=109.523439, expected=100.000000 predicted=86.434270, expected=96.000000 predicted=96.077260, expected=52.000000 predicted=83.367617, expected=108.000000 predicted=88.399001, expected=100.000000 predicted=99.027736, expected=60.000000 predicted=83.444266, expected=40.000000 predicted=74.818307, expected=80.000000 predicted=68.566729, expected=164.000000 predicted=108.542295, expected=104.000000 predicted=95.326511, expected=112.000000 predicted=94.377786, expected=108.000000 predicted=90.967672, expected=92.000000 predicted=97.511347, expected=160.000000 predicted=140.332673, expected=124.000000 predicted=114.345797, expected=136.000000 predicted=124.454776, expected=136.000000 predicted=125.773531, expected=52.000000 predicted=96.704019, expected=156.000000 predicted=141.480870, expected=60.000000 predicted=100.117778, expected=88.000000 predicted=108.479872, expected=80.000000 predicted=101.299666, expected=120.000000 predicted=87.170324, expected=124.000000 predicted=119.811162, expected=88.000000 predicted=86.144128, expected=112.000000 predicted=102.772074, expected=80.000000 predicted=91.184261, expected=116.000000 predicted=110.943600, expected=92.000000 predicted=104.159841, expected=132.000000 predicted=106.063808, expected=104.000000 predicted=107.185364, expected=56.000000 predicted=85.378500, expected=104.000000 predicted=105.177634, expected=96.000000 predicted=93.515404, expected=108.000000 predicted=107.934585, expected=68.000000 predicted=89.143164, expected=112.000000 predicted=88.148132, expected=84.000000 predicted=93.881413, expected=64.000000 predicted=85.112905, expected=128.000000 predicted=104.355147, expected=68.000000 predicted=77.783447, expected=92.000000 predicted=96.966464, expected=92.000000 predicted=88.133772, expected=140.000000 predicted=97.854372, expected=100.000000 predicted=108.191495, expected=80.000000 predicted=88.206255, expected=72.000000 predicted=90.896718, expected=68.000000 predicted=85.394501, expected=72.000000 predicted=94.717973, expected=100.000000 predicted=88.766441, expected=80.000000 predicted=78.963796, expected=124.000000 predicted=91.692677, expected=52.000000 predicted=73.723264, expected=120.000000 predicted=93.739724, expected=84.000000 predicted=92.148443, expected=192.000000 predicted=118.503724, expected=160.000000 predicted=131.368565, expected=88.000000 predicted=99.365456, expected=36.000000 predicted=101.972312, expected=56.000000 predicted=86.943895, expected=128.000000 predicted=127.334972, expected=80.000000 predicted=101.368831, expected=104.000000 predicted=89.731444, expected=72.000000 predicted=70.114366, expected=144.000000 predicted=97.583831, expected=96.000000 predicted=107.037147, expected=64.000000 predicted=85.481866, expected=88.000000 predicted=96.389932, expected=100.000000 predicted=88.746513, expected=104.000000 predicted=108.410553, expected=104.000000 predicted=96.411467, expected=148.000000 predicted=103.786772, expected=92.000000 predicted=99.661518, expected=64.000000 predicted=95.079670, expected=116.000000 predicted=107.118663, expected=76.000000 predicted=93.569028, expected=76.000000 predicted=102.157917, expected=208.000000 predicted=123.671747, expected=168.000000 predicted=115.352194, expected=104.000000 predicted=121.935074, expected=72.000000 predicted=103.333976, expected=76.000000 predicted=98.483792, expected=72.000000 predicted=123.668102, expected=72.000000 predicted=103.379586, expected=60.000000 predicted=78.151316, expected=76.000000 predicted=72.239658, expected=84.000000 predicted=75.612655, expected=60.000000 predicted=68.520163, expected=104.000000 predicted=81.680498, expected=36.000000 predicted=60.421404, expected=96.000000 predicted=80.438575, expected=124.000000 predicted=91.673576, expected=172.000000 predicted=105.248869, expected=76.000000 predicted=98.909665, expected=80.000000 predicted=83.761064, expected=112.000000 predicted=107.289481, expected=64.000000 predicted=96.992055, expected=60.000000 predicted=103.398602, expected=100.000000 predicted=84.490942, expected=112.000000 predicted=89.449105, expected=68.000000 predicted=87.970832, expected=52.000000 predicted=70.382505, expected=88.000000 predicted=77.250193, expected=44.000000 predicted=72.717300, expected=76.000000 predicted=81.890928, expected=28.000000 predicted=54.501948, expected=148.000000 predicted=83.165872, expected=80.000000 predicted=79.576763, expected=64.000000 predicted=66.632783, expected=68.000000 predicted=77.949222, expected=56.000000 predicted=58.574650, expected=116.000000 predicted=105.176306, expected=92.000000 predicted=81.520316, expected=112.000000 predicted=87.028903, expected=84.000000 predicted=84.642026, expected=76.000000 predicted=79.934070, expected=128.000000 predicted=109.594263, expected=56.000000 predicted=83.110648, expected=84.000000 predicted=93.971691, expected=100.000000 predicted=89.612560, expected=124.000000 predicted=95.219067, expected=72.000000 predicted=97.069717, expected=72.000000 predicted=77.833341, expected=60.000000 predicted=79.724800, expected=36.000000 predicted=71.647158, expected=84.000000 predicted=85.652199, expected=108.000000 predicted=78.091461, expected=60.000000 predicted=68.290955, expected=44.000000 predicted=62.035917, expected=72.000000 predicted=62.127398, expected=60.000000 predicted=69.422544, expected=68.000000 predicted=75.977015, expected=68.000000 predicted=63.263478, expected=64.000000 predicted=59.012150, expected=84.000000 predicted=72.923785, expected=184.000000 predicted=101.866056, expected=24.000000 predicted=67.497587, expected=76.000000 predicted=82.267593, expected=56.000000 predicted=72.949642, expected=84.000000 predicted=80.353344, expected=128.000000 predicted=117.405558, expected=104.000000 predicted=72.879142, expected=92.000000 predicted=89.302595, expected=116.000000 predicted=93.610696, expected=52.000000 predicted=84.171565, expected=40.000000 predicted=86.920325, expected=100.000000 predicted=90.416059, expected=192.000000 predicted=113.530004, expected=40.000000 predicted=85.114197, expected=80.000000 predicted=81.424248, expected=140.000000 predicted=95.273330, expected=80.000000 predicted=94.805582, expected=84.000000 predicted=119.142538, expected=116.000000 predicted=86.173762, expected=136.000000 predicted=104.657746, expected=76.000000 predicted=106.678827, expected=76.000000 predicted=90.340223, expected=84.000000 predicted=90.651743, expected=112.000000 predicted=103.302905, expected=68.000000 predicted=95.381359, expected=68.000000 predicted=78.515632, expected=120.000000 predicted=92.101986, expected=148.000000 predicted=104.127674, expected=96.000000 predicted=103.020124, expected=92.000000 predicted=94.466434, expected=56.000000 predicted=83.599015, expected=92.000000 predicted=101.405790, expected=112.000000 predicted=109.792136, expected=124.000000 predicted=100.019023, expected=80.000000 predicted=91.226965, expected=56.000000 predicted=76.289478, expected=116.000000 predicted=99.769649, expected=76.000000 predicted=91.267513, expected=112.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=103.608383, expected=80.000000 predicted=84.921504, expected=200.000000 predicted=114.527794, expected=96.000000 predicted=109.941268, expected=72.000000 predicted=95.673443, expected=120.000000 predicted=117.482766, expected=100.000000 predicted=99.020094, expected=156.000000 predicted=144.109002, expected=88.000000 predicted=100.800716, expected=96.000000 predicted=98.560039, expected=76.000000 predicted=103.817887, expected=112.000000 predicted=103.577856, expected=80.000000 predicted=106.754827, expected=120.000000 predicted=98.720718, expected=60.000000 predicted=86.177501, expected=76.000000 predicted=83.316958, expected=88.000000 predicted=93.572153, expected=84.000000 predicted=81.823083, expected=108.000000 predicted=98.889663, expected=48.000000 predicted=68.721900, expected=124.000000 predicted=93.223798, expected=144.000000 predicted=104.605565, expected=168.000000 predicted=116.499696, expected=100.000000 predicted=113.257211, expected=100.000000 predicted=101.335710, expected=60.000000 predicted=107.245473, expected=60.000000 predicted=102.274968, expected=116.000000 predicted=115.369932, expected=180.000000 predicted=115.013188, expected=80.000000 predicted=95.288473, expected=76.000000 predicted=88.504376, expected=140.000000 predicted=106.902584, expected=52.000000 predicted=94.738953, expected=88.000000 predicted=115.985266, expected=100.000000 predicted=90.097809, expected=112.000000 predicted=91.968292, expected=108.000000 predicted=109.780906, expected=96.000000 predicted=86.312087, expected=100.000000 predicted=98.695102, expected=40.000000 predicted=83.856384, expected=40.000000 predicted=80.452569, expected=88.000000 predicted=85.297556, expected=148.000000 predicted=96.686705, expected=116.000000 predicted=95.299264, expected=60.000000 predicted=72.094573, expected=136.000000 predicted=96.934194, expected=48.000000 predicted=85.146650, expected=100.000000 predicted=109.948386, expected=112.000000 predicted=102.859615, expected=120.000000 predicted=91.537050, expected=100.000000 predicted=109.737684, expected=96.000000 predicted=87.827610, expected=80.000000 predicted=97.218879, expected=48.000000 predicted=87.453783, expected=84.000000 predicted=93.287949, expected=32.000000 predicted=69.162530, expected=72.000000 predicted=74.243330, expected=60.000000 predicted=65.242742, expected=92.000000 predicted=65.593675, expected=76.000000 predicted=73.791784, expected=96.000000 predicted=68.769157, expected=68.000000 predicted=75.070014, expected=144.000000 predicted=94.111005, expected=84.000000 predicted=90.839923, expected=108.000000 predicted=95.029040, expected=84.000000 predicted=96.095158, expected=80.000000 predicted=85.682818, expected=60.000000 predicted=96.940367, expected=76.000000 predicted=80.579307, expected=60.000000 predicted=79.561942, expected=160.000000 predicted=99.413308, expected=72.000000 predicted=80.887769, expected=52.000000 predicted=72.380754, expected=44.000000 predicted=73.316998, expected=96.000000 predicted=76.783010, expected=108.000000 predicted=104.147679, expected=108.000000 predicted=83.597328, expected=160.000000 predicted=100.619661, expected=132.000000 predicted=100.630882, expected=84.000000 predicted=106.218940, expected=84.000000 predicted=108.225697, expected=84.000000 predicted=102.594672, expected=128.000000 predicted=122.495454, expected=80.000000 predicted=100.853333, expected=132.000000 predicted=102.979478, expected=160.000000 predicted=115.924250, expected=100.000000 predicted=104.618171, expected=140.000000 predicted=129.775159, expected=72.000000 predicted=99.891668, expected=88.000000 predicted=112.489368, expected=128.000000 predicted=125.810618, expected=144.000000 predicted=113.651079, expected=96.000000 predicted=114.462160, expected=64.000000 predicted=88.992099, expected=120.000000 predicted=106.153124, expected=84.000000 predicted=103.713974, expected=132.000000 predicted=118.074568, expected=108.000000 predicted=102.001880, expected=172.000000 predicted=114.755978, expected=112.000000 predicted=120.156679, expected=80.000000 predicted=102.998793, expected=72.000000 predicted=110.309906, expected=52.000000 predicted=90.052376, expected=76.000000 predicted=103.954665, expected=88.000000 predicted=86.656765, expected=112.000000 predicted=85.534294, expected=80.000000 predicted=79.106738, expected=124.000000 predicted=89.388139, expected=60.000000 predicted=81.892110, expected=164.000000 predicted=112.362482, expected=88.000000 predicted=103.292185, expected=188.000000 predicted=122.444723, expected=204.000000 predicted=150.072089, expected=156.000000 predicted=129.565118, expected=76.000000 predicted=139.782649, expected=100.000000 predicted=120.268321, expected=56.000000 predicted=124.242125, expected=76.000000 predicted=119.304566, expected=132.000000 predicted=116.386868, expected=152.000000 predicted=103.634148, expected=144.000000 predicted=116.293618, expected=48.000000 predicted=84.366226, expected=84.000000 predicted=96.621088, expected=44.000000 predicted=94.080704, expected=96.000000 predicted=103.071565, expected=128.000000 predicted=108.768574, expected=120.000000 predicted=85.254686, expected=148.000000 predicted=110.488526, expected=72.000000 predicted=85.626308, expected=68.000000 predicted=96.131914, expected=112.000000 predicted=112.432297, expected=120.000000 predicted=109.659772, expected=44.000000 predicted=94.836852, expected=228.000000 predicted=124.888093, expected=80.000000 predicted=95.372291, expected=44.000000 predicted=95.033516, expected=104.000000 predicted=109.940763, expected=68.000000 predicted=74.699955, expected=100.000000 predicted=127.252794, expected=156.000000 predicted=102.766012, expected=144.000000 predicted=98.716066, expected=100.000000 predicted=110.126540, expected=88.000000 predicted=98.392921, expected=124.000000 predicted=114.873305, expected=84.000000 predicted=116.378520, expected=88.000000 predicted=109.406545, expected=96.000000 predicted=97.484720, expected=136.000000 predicted=105.021015, expected=80.000000 predicted=102.092703, expected=104.000000 predicted=97.209975, expected=140.000000 predicted=109.980577, expected=56.000000 predicted=90.957729, expected=108.000000 predicted=112.253613, expected=84.000000 predicted=89.731873, expected=136.000000 predicted=108.765388, expected=108.000000 predicted=113.877095, expected=88.000000 predicted=87.324316, expected=108.000000 predicted=107.273204, expected=48.000000 predicted=83.156183, expected=88.000000 predicted=101.767189, expected=96.000000 predicted=93.663411, expected=124.000000 predicted=96.239625, expected=128.000000 predicted=107.330113, expected=80.000000 predicted=83.257413, expected=60.000000 predicted=88.347850, expected=88.000000 predicted=93.632259, expected=132.000000 predicted=110.300138, expected=80.000000 predicted=98.365998, expected=92.000000 predicted=88.973044, expected=64.000000 predicted=77.165501, expected=104.000000 predicted=92.972906, expected=128.000000 predicted=111.265772, expected=48.000000 predicted=77.737441, expected=68.000000 predicted=83.816469, expected=112.000000 predicted=86.754223, expected=116.000000 predicted=99.424623, expected=68.000000 predicted=94.265585, expected=52.000000 predicted=68.266169, expected=84.000000 predicted=79.984443, expected=52.000000 predicted=79.663592, expected=72.000000 predicted=81.499921, expected=48.000000 predicted=61.200385, expected=144.000000 predicted=82.925290, expected=104.000000 predicted=87.812305, expected=56.000000 predicted=70.538806, expected=152.000000 predicted=103.763386, expected=108.000000 predicted=91.104609, expected=88.000000 predicted=111.755786, expected=88.000000 predicted=100.032084, expected=100.000000 predicted=89.511368, expected=92.000000 predicted=110.508498, expected=72.000000 predicted=90.991030, expected=60.000000 predicted=80.062583, expected=56.000000 predicted=75.185977, expected=116.000000 predicted=91.193198, expected=84.000000 predicted=82.363278, expected=116.000000 predicted=88.448634, expected=76.000000 predicted=79.585669, expected=64.000000 predicted=75.656376, expected=80.000000 predicted=92.720454, expected=64.000000 Test MSE: 1420.433
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353])] predicted=19.869507, expected=12.000000 predicted=18.060562, expected=52.000000 predicted=28.492405, expected=8.000000 predicted=24.476669, expected=28.000000 predicted=25.788006, expected=20.000000 predicted=26.889622, expected=12.000000 predicted=19.261054, expected=24.000000 predicted=26.950444, expected=28.000000 predicted=19.435157, expected=8.000000 predicted=18.919817, expected=8.000000 predicted=16.677379, expected=44.000000 predicted=22.390325, expected=28.000000 predicted=22.337668, expected=24.000000 predicted=21.868504, expected=32.000000 predicted=24.317034, expected=4.000000 predicted=20.782422, expected=16.000000 predicted=25.948233, expected=28.000000 predicted=24.088734, expected=84.000000 predicted=32.420937, expected=12.000000 predicted=26.093704, expected=36.000000 predicted=26.788794, expected=20.000000 predicted=34.576594, expected=16.000000 predicted=29.899350, expected=24.000000 predicted=37.012773, expected=12.000000 predicted=18.692394, expected=24.000000 predicted=22.942948, expected=16.000000 predicted=18.899117, expected=32.000000 predicted=20.211046, expected=4.000000 predicted=18.221151, expected=28.000000 predicted=18.842447, expected=68.000000 predicted=31.469954, expected=60.000000 predicted=31.750818, expected=32.000000 predicted=34.401925, expected=24.000000 predicted=34.146668, expected=40.000000 predicted=42.660806, expected=16.000000 predicted=40.706911, expected=16.000000 predicted=32.311861, expected=28.000000 predicted=28.036929, expected=76.000000 predicted=34.520060, expected=24.000000 predicted=31.086387, expected=24.000000 predicted=27.634804, expected=16.000000 predicted=32.053418, expected=20.000000 predicted=30.239878, expected=16.000000 predicted=32.614916, expected=20.000000 predicted=19.995329, expected=8.000000 predicted=17.314083, expected=36.000000 predicted=19.978123, expected=52.000000 predicted=26.328381, expected=16.000000 predicted=21.050765, expected=12.000000 predicted=23.089196, expected=44.000000 predicted=29.680541, expected=48.000000 predicted=34.525251, expected=60.000000 predicted=38.814510, expected=12.000000 predicted=29.008537, expected=40.000000 predicted=34.981641, expected=28.000000 predicted=40.667364, expected=20.000000 predicted=33.096445, expected=16.000000 predicted=32.037588, expected=28.000000 predicted=23.707758, expected=36.000000 predicted=29.152084, expected=44.000000 predicted=28.409115, expected=12.000000 predicted=23.907259, expected=28.000000 predicted=26.879419, expected=16.000000 predicted=28.189494, expected=36.000000 predicted=28.726597, expected=8.000000 predicted=24.777489, expected=36.000000 predicted=21.959946, expected=24.000000 predicted=25.843417, expected=24.000000 predicted=21.646769, expected=20.000000 predicted=26.112918, expected=16.000000 predicted=19.873285, expected=40.000000 predicted=28.436128, expected=52.000000 predicted=29.665543, expected=36.000000 predicted=29.041764, expected=36.000000 predicted=32.228956, expected=40.000000 predicted=36.258759, expected=16.000000 predicted=35.414129, expected=24.000000 predicted=35.205516, expected=44.000000 predicted=34.815932, expected=4.000000 predicted=25.285175, expected=32.000000 predicted=27.914778, expected=8.000000 predicted=21.808484, expected=16.000000 predicted=19.793352, expected=32.000000 predicted=26.194384, expected=16.000000 predicted=15.533869, expected=36.000000 predicted=24.136663, expected=24.000000 predicted=21.401021, expected=16.000000 predicted=21.232913, expected=8.000000 predicted=22.926948, expected=12.000000 predicted=18.582223, expected=56.000000 predicted=28.167256, expected=4.000000 predicted=17.692825, expected=28.000000 predicted=19.369523, expected=24.000000 predicted=23.665764, expected=8.000000 predicted=18.687046, expected=28.000000 predicted=27.976008, expected=4.000000 predicted=14.664753, expected=40.000000 predicted=22.693264, expected=16.000000 predicted=20.493219, expected=84.000000 predicted=29.484674, expected=12.000000 predicted=29.262270, expected=108.000000 predicted=41.513653, expected=40.000000 predicted=51.527709, expected=32.000000 predicted=40.659449, expected=8.000000 predicted=53.199169, expected=28.000000 predicted=35.952702, expected=16.000000 predicted=43.634555, expected=28.000000 predicted=25.328329, expected=36.000000 predicted=26.343372, expected=8.000000 predicted=17.939155, expected=28.000000 predicted=24.605407, expected=12.000000 predicted=21.604763, expected=68.000000 predicted=30.659390, expected=60.000000 predicted=36.598944, expected=44.000000 predicted=31.601060, expected=32.000000 predicted=40.439058, expected=4.000000 predicted=34.105790, expected=16.000000 predicted=39.556396, expected=4.000000 predicted=29.052525, expected=32.000000 predicted=23.393430, expected=60.000000 predicted=27.390577, expected=12.000000 predicted=17.125682, expected=20.000000 predicted=22.534994, expected=8.000000 predicted=23.132102, expected=12.000000 predicted=23.267391, expected=40.000000 predicted=29.356204, expected=112.000000 predicted=35.933864, expected=32.000000 predicted=32.527534, expected=24.000000 predicted=32.156405, expected=12.000000 predicted=40.187993, expected=4.000000 predicted=35.804787, expected=56.000000 predicted=47.789905, expected=100.000000 predicted=40.685076, expected=36.000000 predicted=33.031490, expected=24.000000 predicted=34.034923, expected=20.000000 predicted=39.716868, expected=20.000000 predicted=43.161280, expected=56.000000 predicted=48.984502, expected=28.000000 predicted=30.151135, expected=52.000000 predicted=31.927763, expected=16.000000 predicted=31.110866, expected=16.000000 predicted=28.514941, expected=24.000000 predicted=35.815820, expected=40.000000 predicted=29.619887, expected=52.000000 predicted=35.299727, expected=60.000000 predicted=33.265053, expected=20.000000 predicted=31.612600, expected=72.000000 predicted=44.730845, expected=32.000000 predicted=46.034293, expected=28.000000 predicted=41.321053, expected=28.000000 predicted=43.561357, expected=24.000000 predicted=32.283073, expected=4.000000 predicted=33.313365, expected=16.000000 predicted=23.009071, expected=64.000000 predicted=30.576860, expected=64.000000 predicted=33.090845, expected=88.000000 predicted=41.698048, expected=64.000000 predicted=46.462496, expected=44.000000 predicted=51.119986, expected=48.000000 predicted=63.020409, expected=56.000000 predicted=61.741663, expected=16.000000 predicted=52.940844, expected=40.000000 predicted=46.251720, expected=36.000000 predicted=41.943960, expected=76.000000 predicted=46.251347, expected=48.000000 predicted=46.137110, expected=12.000000 predicted=32.291349, expected=4.000000 predicted=36.355112, expected=40.000000 predicted=38.443673, expected=32.000000 predicted=38.534879, expected=40.000000 predicted=29.691032, expected=72.000000 predicted=34.466881, expected=20.000000 predicted=29.722069, expected=20.000000 predicted=35.323547, expected=52.000000 predicted=42.559376, expected=44.000000 predicted=40.699380, expected=16.000000 predicted=37.305883, expected=16.000000 predicted=27.360971, expected=64.000000 predicted=37.492533, expected=8.000000 predicted=32.258456, expected=12.000000 predicted=25.416141, expected=20.000000 predicted=25.107223, expected=20.000000 predicted=21.712215, expected=36.000000 predicted=30.198816, expected=16.000000 predicted=17.110920, expected=32.000000 predicted=21.677031, expected=64.000000 predicted=33.429311, expected=12.000000 predicted=26.181790, expected=4.000000 predicted=25.612404, expected=20.000000 predicted=26.726167, expected=64.000000 predicted=34.707692, expected=24.000000 predicted=31.817329, expected=4.000000 predicted=17.431419, expected=8.000000 predicted=21.173986, expected=24.000000 predicted=24.549263, expected=4.000000 predicted=23.157351, expected=44.000000 predicted=19.694435, expected=16.000000 predicted=15.761524, expected=12.000000 predicted=14.664025, expected=32.000000 predicted=24.658650, expected=12.000000 predicted=17.608875, expected=20.000000 predicted=23.509524, expected=24.000000 predicted=20.319059, expected=72.000000 predicted=29.438849, expected=36.000000 predicted=31.544799, expected=16.000000 predicted=25.215567, expected=16.000000 predicted=31.380524, expected=24.000000 predicted=31.185073, expected=4.000000 predicted=29.958400, expected=28.000000 predicted=22.398350, expected=36.000000 predicted=21.923218, expected=20.000000 predicted=18.953366, expected=4.000000 predicted=18.521057, expected=4.000000 predicted=15.259130, expected=12.000000 predicted=18.692762, expected=24.000000 predicted=18.583228, expected=12.000000 predicted=12.400947, expected=20.000000 predicted=11.819515, expected=8.000000 predicted=12.559492, expected=12.000000 predicted=13.824171, expected=32.000000 predicted=20.076192, expected=36.000000 predicted=19.570472, expected=24.000000 predicted=20.573819, expected=8.000000 predicted=18.024178, expected=24.000000 predicted=22.769369, expected=52.000000 predicted=31.680924, expected=704.000000 predicted=182.772390, expected=28.000000 predicted=112.945049, expected=104.000000 predicted=106.955199, expected=24.000000 predicted=192.556826, expected=4.000000 predicted=166.156808, expected=20.000000 predicted=235.157770, expected=52.000000 predicted=39.693578, expected=4.000000 predicted=38.302402, expected=4.000000 predicted=15.652188, expected=16.000000 predicted=16.597134, expected=4.000000 predicted=16.354051, expected=24.000000 predicted=19.545791, expected=8.000000 predicted=10.010663, expected=12.000000 predicted=9.928735, expected=36.000000 predicted=18.052898, expected=16.000000 predicted=16.101764, expected=8.000000 predicted=16.148315, expected=4.000000 predicted=13.051285, expected=24.000000 predicted=16.762201, expected=16.000000 predicted=19.007375, expected=16.000000 predicted=13.519039, expected=40.000000 predicted=18.631778, expected=40.000000 predicted=23.434035, expected=20.000000 predicted=24.896252, expected=56.000000 predicted=31.171278, expected=8.000000 predicted=28.882470, expected=40.000000 predicted=32.862041, expected=36.000000 predicted=35.598554, expected=32.000000 predicted=30.389340, expected=8.000000 predicted=30.421472, expected=28.000000 predicted=23.697351, expected=40.000000 predicted=32.776616, expected=16.000000 predicted=26.488398, expected=32.000000 predicted=25.860624, expected=24.000000 predicted=24.219094, expected=16.000000 predicted=24.967327, expected=4.000000 predicted=22.065826, expected=24.000000 predicted=19.155738, expected=40.000000 predicted=25.554407, expected=32.000000 predicted=23.756343, expected=28.000000 predicted=23.036487, expected=4.000000 predicted=19.613304, expected=16.000000 predicted=22.971327, expected=36.000000 predicted=28.289553, expected=4.000000 predicted=20.023516, expected=12.000000 predicted=15.899239, expected=20.000000 predicted=15.522577, expected=32.000000 predicted=20.368428, expected=24.000000 predicted=22.507335, expected=68.000000 predicted=26.993557, expected=44.000000 predicted=33.581330, expected=60.000000 predicted=39.461914, expected=20.000000 predicted=40.216556, expected=20.000000 predicted=35.780987, expected=12.000000 predicted=38.735078, expected=48.000000 predicted=35.332311, expected=40.000000 predicted=36.607424, expected=44.000000 predicted=29.707273, expected=8.000000 predicted=26.949843, expected=8.000000 predicted=23.452242, expected=88.000000 predicted=43.607843, expected=48.000000 predicted=41.720901, expected=36.000000 predicted=36.156852, expected=4.000000 predicted=29.049776, expected=16.000000 predicted=30.111824, expected=12.000000 predicted=37.501227, expected=16.000000 predicted=23.062910, expected=28.000000 predicted=20.507942, expected=32.000000 predicted=17.941683, expected=16.000000 predicted=19.175987, expected=12.000000 predicted=17.777194, expected=8.000000 predicted=17.978521, expected=24.000000 predicted=20.738380, expected=16.000000 predicted=19.221011, expected=52.000000 predicted=22.187209, expected=20.000000 predicted=22.044091, expected=16.000000 predicted=19.575220, expected=24.000000 predicted=25.633354, expected=8.000000 predicted=21.541853, expected=4.000000 predicted=21.240849, expected=24.000000 predicted=16.909833, expected=44.000000 predicted=21.663570, expected=16.000000 predicted=19.944809, expected=4.000000 predicted=14.019259, expected=36.000000 predicted=21.225818, expected=4.000000 predicted=21.404881, expected=20.000000 predicted=20.776920, expected=8.000000 predicted=15.263052, expected=4.000000 predicted=10.814233, expected=52.000000 predicted=23.697000, expected=8.000000 predicted=15.753738, expected=20.000000 predicted=16.667008, expected=20.000000 predicted=19.023805, expected=44.000000 predicted=24.105074, expected=28.000000 predicted=30.706989, expected=20.000000 predicted=21.056341, expected=16.000000 predicted=23.859843, expected=40.000000 predicted=28.212491, expected=36.000000 predicted=32.497150, expected=4.000000 predicted=22.352763, expected=32.000000 predicted=24.024483, expected=24.000000 predicted=25.880558, expected=8.000000 predicted=23.323355, expected=32.000000 predicted=23.832171, expected=24.000000 predicted=20.505121, expected=20.000000 predicted=22.961789, expected=16.000000 predicted=20.563150, expected=28.000000 predicted=20.719104, expected=236.000000 predicted=68.575189, expected=332.000000 predicted=130.297665, expected=292.000000 predicted=164.075089, expected=44.000000 predicted=128.122525, expected=64.000000 predicted=136.893904, expected=28.000000 predicted=163.972568, expected=8.000000 predicted=127.469131, expected=28.000000 predicted=86.010581, expected=40.000000 predicted=37.392688, expected=48.000000 predicted=40.133545, expected=4.000000 predicted=23.063171, expected=20.000000 predicted=20.639324, expected=16.000000 predicted=25.590783, expected=20.000000 predicted=24.257587, expected=4.000000 predicted=18.664188, expected=24.000000 predicted=14.461769, expected=48.000000 predicted=26.977102, expected=20.000000 predicted=22.045711, expected=28.000000 predicted=22.972608, expected=12.000000 predicted=20.353942, expected=32.000000 predicted=26.709009, expected=36.000000 predicted=32.745124, expected=36.000000 predicted=28.042163, expected=4.000000 predicted=21.701056, expected=24.000000 predicted=21.600252, expected=16.000000 predicted=24.891255, expected=64.000000 predicted=34.926907, expected=24.000000 predicted=30.371897, expected=20.000000 predicted=20.615252, expected=12.000000 predicted=24.609588, expected=24.000000 predicted=24.739534, expected=20.000000 predicted=29.268260, expected=12.000000 predicted=17.544546, expected=40.000000 predicted=23.845824, expected=40.000000 predicted=27.472417, expected=44.000000 predicted=31.457615, expected=20.000000 predicted=27.574109, expected=4.000000 predicted=20.824098, expected=4.000000 predicted=22.362360, expected=4.000000 predicted=18.168112, expected=64.000000 predicted=31.020177, expected=36.000000 predicted=26.828578, expected=28.000000 predicted=20.821499, expected=12.000000 predicted=21.426715, expected=16.000000 predicted=22.401885, expected=36.000000 predicted=35.096538, expected=48.000000 predicted=33.493038, expected=16.000000 predicted=24.902654, expected=36.000000 predicted=26.087160, expected=40.000000 predicted=33.378367, expected=8.000000 predicted=27.188231, expected=48.000000 predicted=34.723269, expected=20.000000 predicted=27.997619, expected=28.000000 predicted=28.179114, expected=12.000000 predicted=25.602501, expected=12.000000 predicted=17.821154, expected=20.000000 predicted=24.646933, expected=24.000000 predicted=20.289929, expected=32.000000 predicted=23.520363, expected=36.000000 predicted=24.337463, expected=16.000000 predicted=21.450540, expected=28.000000 predicted=24.896190, expected=16.000000 predicted=24.451476, expected=8.000000 predicted=20.128029, expected=16.000000 Test MSE: 2338.706
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857])] predicted=42.057019, expected=40.000000 predicted=38.787528, expected=88.000000 predicted=49.632857, expected=28.000000 predicted=52.727460, expected=32.000000 predicted=45.446547, expected=80.000000 predicted=49.301743, expected=60.000000 predicted=58.607776, expected=48.000000 predicted=54.266236, expected=52.000000 predicted=50.553969, expected=40.000000 predicted=53.978734, expected=48.000000 predicted=51.796426, expected=44.000000 predicted=47.495171, expected=84.000000 predicted=51.881708, expected=20.000000 predicted=50.834009, expected=56.000000 predicted=47.367401, expected=32.000000 predicted=46.951434, expected=72.000000 predicted=51.095199, expected=44.000000 predicted=49.686932, expected=56.000000 predicted=48.926584, expected=44.000000 predicted=49.908378, expected=48.000000 predicted=50.732054, expected=36.000000 predicted=48.091463, expected=52.000000 predicted=45.992691, expected=44.000000 predicted=46.154023, expected=64.000000 predicted=47.795117, expected=24.000000 predicted=46.064283, expected=48.000000 predicted=43.766781, expected=16.000000 predicted=40.975171, expected=48.000000 predicted=38.841426, expected=72.000000 predicted=42.701974, expected=140.000000 predicted=60.701205, expected=72.000000 predicted=72.970899, expected=72.000000 predicted=73.881846, expected=40.000000 predicted=74.656147, expected=12.000000 predicted=67.121074, expected=44.000000 predicted=54.055074, expected=52.000000 predicted=47.239950, expected=76.000000 predicted=48.811352, expected=32.000000 predicted=45.105947, expected=32.000000 predicted=42.011301, expected=52.000000 predicted=46.057185, expected=36.000000 predicted=47.705779, expected=52.000000 predicted=43.906878, expected=88.000000 predicted=49.164114, expected=60.000000 predicted=57.939506, expected=44.000000 predicted=55.702864, expected=52.000000 predicted=54.483141, expected=36.000000 predicted=55.726400, expected=72.000000 predicted=55.313875, expected=20.000000 predicted=48.613111, expected=72.000000 predicted=47.203337, expected=148.000000 predicted=66.666252, expected=44.000000 predicted=75.602522, expected=52.000000 predicted=65.353234, expected=88.000000 predicted=69.678149, expected=72.000000 predicted=82.441475, expected=40.000000 predicted=70.085465, expected=32.000000 predicted=53.647431, expected=48.000000 predicted=53.631838, expected=72.000000 predicted=56.206060, expected=108.000000 predicted=62.176518, expected=92.000000 predicted=70.019267, expected=20.000000 predicted=65.774304, expected=88.000000 predicted=68.123102, expected=52.000000 predicted=73.111007, expected=60.000000 predicted=68.259523, expected=52.000000 predicted=57.322947, expected=24.000000 predicted=52.122263, expected=68.000000 predicted=52.558146, expected=76.000000 predicted=56.228799, expected=36.000000 predicted=54.797067, expected=56.000000 predicted=49.975894, expected=68.000000 predicted=56.027779, expected=48.000000 predicted=59.647129, expected=44.000000 predicted=52.629938, expected=80.000000 predicted=55.065617, expected=48.000000 predicted=59.321400, expected=72.000000 predicted=58.909338, expected=80.000000 predicted=62.475533, expected=32.000000 predicted=62.698098, expected=8.000000 predicted=50.176477, expected=20.000000 predicted=39.866228, expected=56.000000 predicted=41.772791, expected=60.000000 predicted=41.789915, expected=32.000000 predicted=36.484772, expected=44.000000 predicted=37.263794, expected=68.000000 predicted=47.622806, expected=44.000000 predicted=52.024514, expected=64.000000 predicted=50.849129, expected=56.000000 predicted=52.664143, expected=24.000000 predicted=51.367675, expected=44.000000 predicted=46.671940, expected=60.000000 predicted=48.318549, expected=48.000000 predicted=49.814347, expected=44.000000 predicted=45.269086, expected=44.000000 predicted=44.701656, expected=100.000000 predicted=56.499232, expected=32.000000 predicted=57.508309, expected=76.000000 predicted=56.504453, expected=44.000000 predicted=57.334946, expected=64.000000 predicted=61.205701, expected=20.000000 predicted=53.292313, expected=40.000000 predicted=45.542032, expected=24.000000 predicted=41.844671, expected=28.000000 predicted=35.966012, expected=24.000000 predicted=30.595875, expected=64.000000 predicted=33.355742, expected=40.000000 predicted=38.226398, expected=24.000000 predicted=35.314788, expected=64.000000 predicted=39.252443, expected=56.000000 predicted=47.896951, expected=20.000000 predicted=44.953670, expected=56.000000 predicted=41.191969, expected=40.000000 predicted=44.952252, expected=64.000000 predicted=49.031328, expected=80.000000 predicted=52.460943, expected=52.000000 predicted=56.211290, expected=28.000000 predicted=53.044988, expected=96.000000 predicted=58.109125, expected=192.000000 predicted=87.298982, expected=44.000000 predicted=89.683638, expected=60.000000 predicted=79.195550, expected=32.000000 predicted=76.195081, expected=60.000000 predicted=79.369716, expected=80.000000 predicted=69.945882, expected=68.000000 predicted=59.772023, expected=48.000000 predicted=58.073379, expected=52.000000 predicted=57.289417, expected=28.000000 predicted=55.735002, expected=108.000000 predicted=61.051813, expected=56.000000 predicted=62.077575, expected=52.000000 predicted=58.284533, expected=12.000000 predicted=50.264131, expected=36.000000 predicted=48.780359, expected=84.000000 predicted=53.821965, expected=36.000000 predicted=48.056758, expected=68.000000 predicted=46.228459, expected=100.000000 predicted=58.005915, expected=60.000000 predicted=68.450344, expected=20.000000 predicted=59.703581, expected=60.000000 predicted=56.121147, expected=76.000000 predicted=64.052545, expected=108.000000 predicted=69.546352, expected=76.000000 predicted=68.172740, expected=36.000000 predicted=65.481415, expected=48.000000 predicted=65.906422, expected=44.000000 predicted=64.161325, expected=68.000000 predicted=60.650600, expected=136.000000 predicted=67.129117, expected=24.000000 predicted=64.173554, expected=28.000000 predicted=56.284572, expected=56.000000 predicted=57.866036, expected=28.000000 predicted=59.052735, expected=76.000000 predicted=52.475257, expected=84.000000 predicted=50.632944, expected=68.000000 predicted=59.542780, expected=12.000000 predicted=53.301007, expected=52.000000 predicted=52.562964, expected=28.000000 predicted=53.131625, expected=96.000000 predicted=55.348398, expected=36.000000 predicted=49.009011, expected=92.000000 predicted=53.107019, expected=52.000000 predicted=59.860374, expected=64.000000 predicted=63.186876, expected=88.000000 predicted=68.666049, expected=68.000000 predicted=69.844174, expected=32.000000 predicted=64.837041, expected=72.000000 predicted=61.076429, expected=116.000000 predicted=74.086371, expected=88.000000 predicted=79.048238, expected=96.000000 predicted=77.975086, expected=64.000000 predicted=79.736624, expected=72.000000 predicted=85.047931, expected=24.000000 predicted=75.352646, expected=52.000000 predicted=63.956574, expected=56.000000 predicted=59.116458, expected=48.000000 predicted=53.325244, expected=92.000000 predicted=55.468100, expected=12.000000 predicted=50.397264, expected=32.000000 predicted=46.636079, expected=56.000000 predicted=47.586517, expected=48.000000 predicted=50.333768, expected=36.000000 predicted=43.591480, expected=60.000000 predicted=40.716621, expected=40.000000 predicted=46.709173, expected=60.000000 predicted=49.329061, expected=80.000000 predicted=53.831723, expected=44.000000 predicted=55.549190, expected=40.000000 predicted=52.653839, expected=32.000000 predicted=48.934839, expected=52.000000 predicted=51.054207, expected=48.000000 predicted=48.448561, expected=36.000000 predicted=42.178130, expected=32.000000 predicted=39.222534, expected=24.000000 predicted=37.398253, expected=32.000000 predicted=36.431424, expected=16.000000 predicted=30.814958, expected=28.000000 predicted=27.144977, expected=40.000000 predicted=28.229006, expected=16.000000 predicted=26.926915, expected=96.000000 predicted=36.401304, expected=16.000000 predicted=38.787080, expected=32.000000 predicted=37.341588, expected=28.000000 predicted=35.953196, expected=76.000000 predicted=45.918844, expected=80.000000 predicted=53.442509, expected=44.000000 predicted=48.259858, expected=80.000000 predicted=55.487798, expected=52.000000 predicted=62.446476, expected=48.000000 predicted=63.063633, expected=32.000000 predicted=53.961512, expected=52.000000 predicted=51.440206, expected=20.000000 predicted=46.539012, expected=4.000000 predicted=33.454010, expected=28.000000 predicted=28.227636, expected=8.000000 predicted=24.684877, expected=60.000000 predicted=26.654655, expected=40.000000 predicted=27.898192, expected=48.000000 predicted=32.845717, expected=72.000000 predicted=42.160526, expected=36.000000 predicted=47.369638, expected=152.000000 predicted=65.980133, expected=68.000000 predicted=74.833862, expected=56.000000 predicted=73.288850, expected=48.000000 predicted=68.484739, expected=56.000000 predicted=72.442340, expected=68.000000 predicted=70.512000, expected=32.000000 predicted=54.828396, expected=36.000000 predicted=47.658030, expected=40.000000 predicted=45.879498, expected=20.000000 predicted=42.093488, expected=40.000000 predicted=36.531648, expected=92.000000 predicted=43.653420, expected=64.000000 predicted=51.978773, expected=40.000000 predicted=49.483561, expected=16.000000 predicted=44.818632, expected=20.000000 predicted=44.980168, expected=48.000000 predicted=44.036964, expected=76.000000 predicted=44.086908, expected=36.000000 predicted=40.608413, expected=120.000000 predicted=52.443780, expected=72.000000 predicted=66.625914, expected=36.000000 predicted=66.248279, expected=44.000000 predicted=59.610665, expected=52.000000 predicted=61.863097, expected=52.000000 predicted=60.606202, expected=32.000000 predicted=46.634246, expected=56.000000 predicted=44.769692, expected=44.000000 predicted=47.331498, expected=48.000000 predicted=47.282013, expected=52.000000 predicted=46.479982, expected=40.000000 predicted=46.488977, expected=24.000000 predicted=42.858445, expected=24.000000 predicted=37.365376, expected=56.000000 predicted=39.931489, expected=24.000000 predicted=37.295037, expected=60.000000 predicted=36.944261, expected=56.000000 predicted=41.732088, expected=60.000000 predicted=48.888739, expected=24.000000 predicted=45.718842, expected=72.000000 predicted=49.167830, expected=32.000000 predicted=51.424779, expected=28.000000 predicted=44.624364, expected=48.000000 predicted=41.277079, expected=52.000000 predicted=44.838739, expected=24.000000 predicted=41.730610, expected=32.000000 predicted=34.801393, expected=36.000000 predicted=36.712566, expected=48.000000 predicted=40.089054, expected=32.000000 predicted=36.905452, expected=60.000000 predicted=38.759814, expected=24.000000 predicted=39.703929, expected=64.000000 predicted=43.470179, expected=16.000000 predicted=40.975607, expected=40.000000 predicted=38.874296, expected=76.000000 predicted=44.999151, expected=28.000000 predicted=45.004227, expected=32.000000 predicted=39.978555, expected=56.000000 predicted=41.133048, expected=48.000000 predicted=48.595952, expected=40.000000 predicted=45.170299, expected=24.000000 predicted=37.802165, expected=108.000000 predicted=50.994626, expected=68.000000 predicted=60.301314, expected=60.000000 predicted=58.872406, expected=84.000000 predicted=63.036358, expected=28.000000 predicted=65.828989, expected=36.000000 predicted=60.227759, expected=56.000000 predicted=53.275370, expected=100.000000 predicted=61.943552, expected=20.000000 predicted=54.721430, expected=32.000000 predicted=44.066141, expected=16.000000 predicted=42.287815, expected=108.000000 predicted=55.136188, expected=72.000000 predicted=58.304244, expected=8.000000 predicted=44.535720, expected=92.000000 predicted=51.565048, expected=44.000000 predicted=61.601607, expected=72.000000 predicted=63.814729, expected=24.000000 predicted=50.269419, expected=52.000000 predicted=50.650532, expected=44.000000 predicted=52.255016, expected=28.000000 predicted=44.960917, expected=80.000000 predicted=46.815118, expected=16.000000 predicted=43.870915, expected=52.000000 predicted=43.454257, expected=32.000000 predicted=41.530574, expected=52.000000 predicted=44.863989, expected=52.000000 predicted=44.745600, expected=36.000000 predicted=42.246414, expected=92.000000 predicted=50.903142, expected=36.000000 predicted=53.268718, expected=52.000000 predicted=52.518159, expected=40.000000 predicted=50.366044, expected=72.000000 predicted=56.198430, expected=104.000000 predicted=63.856327, expected=76.000000 predicted=66.722501, expected=48.000000 predicted=65.505886, expected=24.000000 predicted=61.018052, expected=8.000000 predicted=54.329851, expected=56.000000 predicted=48.770621, expected=40.000000 predicted=41.578344, expected=8.000000 predicted=30.015324, expected=52.000000 predicted=29.128836, expected=76.000000 predicted=42.927795, expected=88.000000 predicted=54.483331, expected=100.000000 predicted=61.614004, expected=36.000000 predicted=64.070049, expected=108.000000 predicted=75.669269, expected=12.000000 predicted=72.294236, expected=12.000000 predicted=56.501835, expected=48.000000 predicted=46.323164, expected=40.000000 predicted=46.174330, expected=36.000000 predicted=38.161885, expected=72.000000 predicted=36.979003, expected=60.000000 predicted=48.186628, expected=44.000000 predicted=50.423068, expected=36.000000 predicted=47.205115, expected=56.000000 predicted=51.146926, expected=40.000000 predicted=50.802971, expected=124.000000 predicted=59.070935, expected=60.000000 predicted=63.777083, expected=344.000000 predicted=111.558594, expected=292.000000 predicted=181.791606, expected=120.000000 predicted=178.911502, expected=40.000000 predicted=146.948342, expected=140.000000 predicted=170.225954, expected=384.000000 predicted=231.701771, expected=292.000000 predicted=206.461679, expected=172.000000 predicted=170.396156, expected=36.000000 predicted=168.699378, expected=60.000000 predicted=199.425393, expected=48.000000 predicted=167.058147, expected=32.000000 predicted=92.707985, expected=84.000000 predicted=65.020926, expected=64.000000 predicted=59.001161, expected=56.000000 predicted=54.567152, expected=68.000000 predicted=58.045547, expected=24.000000 predicted=54.731264, expected=88.000000 predicted=64.369914, expected=60.000000 predicted=62.522792, expected=64.000000 predicted=59.440051, expected=12.000000 predicted=44.262500, expected=76.000000 predicted=59.365579, expected=100.000000 predicted=72.784446, expected=16.000000 predicted=49.847711, expected=88.000000 predicted=54.988024, expected=44.000000 predicted=62.458455, expected=76.000000 predicted=67.712889, expected=80.000000 predicted=64.305052, expected=80.000000 predicted=70.531661, expected=76.000000 predicted=70.699075, expected=44.000000 predicted=65.587350, expected=96.000000 predicted=77.243656, expected=60.000000 predicted=73.776910, expected=80.000000 predicted=71.388585, expected=84.000000 predicted=73.113778, expected=60.000000 predicted=72.987265, expected=40.000000 predicted=62.761387, expected=84.000000 predicted=71.142360, expected=56.000000 predicted=68.695205, expected=16.000000 predicted=48.524090, expected=76.000000 predicted=55.154207, expected=44.000000 predicted=57.791567, expected=52.000000 predicted=50.891784, expected=36.000000 predicted=42.662267, expected=52.000000 predicted=50.287936, expected=32.000000 predicted=45.420322, expected=8.000000 predicted=33.459425, expected=100.000000 predicted=51.429552, expected=28.000000 predicted=45.738606, expected=16.000000 predicted=31.247227, expected=44.000000 predicted=36.675688, expected=44.000000 predicted=48.641279, expected=44.000000 predicted=40.849067, expected=28.000000 predicted=31.859426, expected=52.000000 predicted=40.809098, expected=44.000000 predicted=43.844342, expected=52.000000 predicted=44.334238, expected=48.000000 predicted=43.941480, expected=28.000000 predicted=41.582723, expected=48.000000 predicted=44.441393, expected=48.000000 predicted=46.650186, expected=84.000000 predicted=54.764445, expected=48.000000 predicted=49.676118, expected=48.000000 predicted=49.527161, expected=44.000000 predicted=52.382118, expected=20.000000 predicted=48.091154, expected=48.000000 predicted=45.722438, expected=4.000000 predicted=33.068083, expected=48.000000 predicted=34.915498, expected=48.000000 predicted=37.070083, expected=60.000000 predicted=42.022339, expected=44.000000 predicted=38.857628, expected=44.000000 predicted=43.504402, expected=92.000000 predicted=60.366435, expected=24.000000 Test MSE: 1382.391
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524])] predicted=20.522585, expected=12.000000 predicted=16.934520, expected=20.000000 predicted=16.713069, expected=20.000000 predicted=16.541628, expected=36.000000 predicted=22.126706, expected=32.000000 predicted=24.893065, expected=24.000000 predicted=24.764217, expected=12.000000 predicted=22.268416, expected=16.000000 predicted=21.501244, expected=32.000000 predicted=25.059177, expected=20.000000 predicted=23.183206, expected=28.000000 predicted=23.406972, expected=48.000000 predicted=26.519213, expected=40.000000 predicted=32.029630, expected=32.000000 predicted=34.561787, expected=20.000000 predicted=29.169787, expected=8.000000 predicted=26.383671, expected=12.000000 predicted=24.504264, expected=28.000000 predicted=23.061097, expected=16.000000 predicted=19.887694, expected=20.000000 predicted=18.486144, expected=20.000000 predicted=16.256190, expected=20.000000 predicted=19.302964, expected=12.000000 predicted=18.766850, expected=16.000000 predicted=16.789908, expected=40.000000 predicted=22.119946, expected=44.000000 predicted=27.516141, expected=40.000000 predicted=31.379375, expected=12.000000 predicted=25.734562, expected=28.000000 predicted=28.314990, expected=4.000000 predicted=24.181259, expected=48.000000 predicted=31.816804, expected=40.000000 predicted=28.972770, expected=48.000000 predicted=34.208070, expected=36.000000 predicted=33.516116, expected=56.000000 predicted=39.322785, expected=28.000000 predicted=41.067387, expected=20.000000 predicted=37.257920, expected=20.000000 predicted=31.202604, expected=36.000000 predicted=32.140934, expected=44.000000 predicted=35.824021, expected=28.000000 predicted=30.559073, expected=32.000000 predicted=30.011547, expected=72.000000 predicted=39.718194, expected=24.000000 predicted=39.135893, expected=52.000000 predicted=44.871820, expected=60.000000 predicted=42.286961, expected=24.000000 predicted=44.235654, expected=36.000000 predicted=44.552357, expected=28.000000 predicted=33.326683, expected=48.000000 predicted=42.750637, expected=28.000000 predicted=36.993603, expected=52.000000 predicted=37.971552, expected=40.000000 predicted=37.665954, expected=16.000000 predicted=34.987295, expected=44.000000 predicted=37.125013, expected=24.000000 predicted=31.535531, expected=28.000000 predicted=35.621047, expected=32.000000 predicted=29.434217, expected=36.000000 predicted=30.311837, expected=40.000000 predicted=35.123487, expected=48.000000 predicted=35.825765, expected=28.000000 predicted=34.968371, expected=28.000000 predicted=34.653845, expected=56.000000 predicted=38.851442, expected=36.000000 predicted=39.627239, expected=36.000000 predicted=40.456122, expected=28.000000 predicted=32.826864, expected=48.000000 predicted=38.721162, expected=32.000000 predicted=38.948817, expected=28.000000 predicted=35.257254, expected=44.000000 predicted=35.182021, expected=36.000000 predicted=35.662353, expected=48.000000 predicted=41.300378, expected=32.000000 predicted=35.762311, expected=12.000000 predicted=31.859533, expected=40.000000 predicted=34.017442, expected=40.000000 predicted=33.993352, expected=36.000000 predicted=37.281411, expected=20.000000 predicted=29.102887, expected=20.000000 predicted=26.043781, expected=44.000000 predicted=32.921297, expected=20.000000 predicted=29.832340, expected=4.000000 predicted=23.904896, expected=36.000000 predicted=22.451824, expected=24.000000 predicted=23.668950, expected=36.000000 predicted=30.587533, expected=28.000000 predicted=24.075213, expected=56.000000 predicted=32.683189, expected=36.000000 predicted=35.968606, expected=28.000000 predicted=35.546426, expected=28.000000 predicted=32.926789, expected=28.000000 predicted=32.489336, expected=40.000000 predicted=36.652327, expected=8.000000 predicted=26.706967, expected=8.000000 predicted=22.249828, expected=20.000000 predicted=19.227718, expected=40.000000 predicted=25.384053, expected=32.000000 predicted=26.884020, expected=68.000000 predicted=33.413840, expected=60.000000 predicted=39.449855, expected=44.000000 predicted=46.142493, expected=36.000000 predicted=44.638075, expected=32.000000 predicted=42.181377, expected=60.000000 predicted=50.384169, expected=40.000000 predicted=45.470596, expected=40.000000 predicted=43.581565, expected=80.000000 predicted=48.862347, expected=32.000000 predicted=46.525985, expected=8.000000 predicted=42.865848, expected=40.000000 predicted=35.550058, expected=40.000000 predicted=38.367934, expected=44.000000 predicted=44.364105, expected=32.000000 predicted=32.714518, expected=24.000000 predicted=30.095852, expected=28.000000 predicted=32.959023, expected=12.000000 predicted=27.915154, expected=44.000000 predicted=31.930057, expected=4.000000 predicted=21.776034, expected=36.000000 predicted=27.058026, expected=56.000000 predicted=29.569555, expected=4.000000 predicted=26.681654, expected=4.000000 predicted=23.919347, expected=12.000000 predicted=14.001045, expected=20.000000 predicted=21.979373, expected=44.000000 predicted=26.500901, expected=32.000000 predicted=21.034163, expected=48.000000 predicted=29.563711, expected=32.000000 predicted=30.253350, expected=76.000000 predicted=45.277526, expected=24.000000 predicted=40.850428, expected=24.000000 predicted=40.147932, expected=48.000000 predicted=38.433252, expected=40.000000 predicted=40.663070, expected=40.000000 predicted=44.255668, expected=48.000000 predicted=37.282967, expected=48.000000 predicted=41.584607, expected=40.000000 predicted=44.324494, expected=52.000000 predicted=44.966160, expected=52.000000 predicted=46.511679, expected=24.000000 predicted=43.270098, expected=76.000000 predicted=50.276365, expected=64.000000 predicted=50.898384, expected=40.000000 predicted=54.287968, expected=24.000000 predicted=43.576311, expected=28.000000 predicted=38.599538, expected=24.000000 predicted=40.406543, expected=40.000000 predicted=37.648623, expected=44.000000 predicted=34.332667, expected=48.000000 predicted=36.845456, expected=48.000000 predicted=39.623116, expected=40.000000 predicted=40.470676, expected=36.000000 predicted=41.774849, expected=48.000000 predicted=43.518173, expected=28.000000 predicted=40.143789, expected=40.000000 predicted=40.623035, expected=76.000000 predicted=45.862842, expected=40.000000 predicted=45.660001, expected=40.000000 predicted=47.131529, expected=20.000000 predicted=35.654534, expected=52.000000 predicted=44.543117, expected=20.000000 predicted=39.349885, expected=40.000000 predicted=37.518241, expected=60.000000 predicted=38.406048, expected=32.000000 predicted=38.283579, expected=40.000000 predicted=41.932574, expected=24.000000 predicted=32.457650, expected=56.000000 predicted=43.215369, expected=44.000000 predicted=42.530565, expected=20.000000 predicted=36.737702, expected=48.000000 predicted=38.025285, expected=60.000000 predicted=41.614878, expected=36.000000 predicted=45.906272, expected=36.000000 predicted=40.887024, expected=48.000000 predicted=39.476505, expected=56.000000 predicted=48.115078, expected=28.000000 predicted=44.026570, expected=40.000000 predicted=40.607656, expected=36.000000 predicted=38.121055, expected=28.000000 predicted=39.192292, expected=24.000000 predicted=34.279716, expected=20.000000 predicted=27.643844, expected=20.000000 predicted=26.968243, expected=24.000000 predicted=24.934007, expected=44.000000 predicted=28.080077, expected=32.000000 predicted=28.249113, expected=44.000000 predicted=32.883049, expected=36.000000 predicted=32.581745, expected=44.000000 predicted=38.281646, expected=36.000000 predicted=38.639837, expected=52.000000 predicted=41.805027, expected=60.000000 predicted=46.217116, expected=40.000000 predicted=45.445665, expected=40.000000 predicted=45.136229, expected=36.000000 predicted=41.510422, expected=24.000000 predicted=40.351873, expected=20.000000 predicted=34.990770, expected=48.000000 predicted=34.720098, expected=32.000000 predicted=33.406796, expected=36.000000 predicted=34.852643, expected=40.000000 predicted=32.577619, expected=52.000000 predicted=39.046361, expected=76.000000 predicted=50.401734, expected=16.000000 predicted=41.019232, expected=40.000000 predicted=43.681479, expected=40.000000 predicted=39.270048, expected=32.000000 predicted=43.419716, expected=48.000000 predicted=43.015389, expected=28.000000 predicted=32.763758, expected=40.000000 predicted=38.962349, expected=32.000000 predicted=34.930157, expected=68.000000 predicted=44.021268, expected=52.000000 predicted=45.427147, expected=44.000000 predicted=46.213604, expected=96.000000 predicted=57.230688, expected=64.000000 predicted=59.628860, expected=64.000000 predicted=68.276162, expected=60.000000 predicted=60.569224, expected=56.000000 predicted=62.762726, expected=68.000000 predicted=67.946102, expected=92.000000 predicted=69.272079, expected=68.000000 predicted=69.405144, expected=64.000000 predicted=69.102430, expected=84.000000 predicted=70.875351, expected=76.000000 predicted=75.228643, expected=120.000000 predicted=88.668605, expected=92.000000 predicted=84.862843, expected=136.000000 predicted=101.509982, expected=56.000000 predicted=89.967213, expected=148.000000 predicted=108.648510, expected=228.000000 predicted=133.827220, expected=100.000000 predicted=132.986003, expected=44.000000 predicted=118.392746, expected=48.000000 predicted=90.077075, expected=56.000000 predicted=97.465638, expected=88.000000 predicted=96.378366, expected=192.000000 predicted=101.173388, expected=104.000000 predicted=91.074306, expected=36.000000 predicted=84.484163, expected=48.000000 predicted=74.371444, expected=20.000000 predicted=72.582195, expected=36.000000 predicted=77.536747, expected=52.000000 predicted=51.076500, expected=20.000000 predicted=34.913624, expected=12.000000 predicted=30.091526, expected=32.000000 predicted=26.124697, expected=20.000000 predicted=27.985639, expected=20.000000 predicted=27.829586, expected=12.000000 predicted=17.185012, expected=32.000000 predicted=22.174410, expected=36.000000 predicted=26.631049, expected=52.000000 predicted=32.582574, expected=36.000000 predicted=31.325610, expected=20.000000 predicted=29.468623, expected=36.000000 predicted=33.720402, expected=8.000000 predicted=27.783125, expected=32.000000 predicted=32.897793, expected=36.000000 predicted=27.553576, expected=24.000000 predicted=27.307646, expected=24.000000 predicted=26.467265, expected=52.000000 predicted=30.160874, expected=40.000000 predicted=35.571097, expected=24.000000 predicted=33.843897, expected=20.000000 predicted=27.440099, expected=20.000000 predicted=27.350909, expected=28.000000 predicted=31.371264, expected=24.000000 predicted=26.514668, expected=20.000000 predicted=22.725836, expected=24.000000 predicted=22.144024, expected=28.000000 predicted=24.016286, expected=56.000000 predicted=33.569769, expected=4.000000 predicted=23.345335, expected=36.000000 predicted=29.709894, expected=40.000000 predicted=28.489634, expected=16.000000 predicted=30.851086, expected=16.000000 predicted=27.426430, expected=32.000000 predicted=22.205915, expected=28.000000 predicted=28.794091, expected=16.000000 predicted=25.236944, expected=28.000000 predicted=22.280392, expected=32.000000 predicted=24.949419, expected=20.000000 predicted=26.391106, expected=20.000000 predicted=23.559160, expected=24.000000 predicted=22.060891, expected=52.000000 predicted=32.292063, expected=32.000000 predicted=30.735048, expected=16.000000 predicted=26.919099, expected=28.000000 predicted=26.221684, expected=44.000000 predicted=32.923997, expected=20.000000 predicted=32.485858, expected=32.000000 predicted=29.849930, expected=24.000000 predicted=24.529641, expected=24.000000 predicted=28.933207, expected=16.000000 predicted=25.421949, expected=36.000000 predicted=26.344899, expected=24.000000 predicted=25.577125, expected=8.000000 predicted=21.446671, expected=56.000000 predicted=29.581584, expected=28.000000 predicted=26.696401, expected=24.000000 predicted=31.986612, expected=36.000000 predicted=27.352549, expected=40.000000 predicted=31.800607, expected=28.000000 predicted=36.249601, expected=28.000000 predicted=30.107901, expected=28.000000 predicted=29.042868, expected=32.000000 predicted=32.251498, expected=40.000000 predicted=33.920067, expected=36.000000 predicted=32.502275, expected=28.000000 predicted=31.604883, expected=56.000000 predicted=38.188136, expected=20.000000 predicted=32.829059, expected=44.000000 predicted=39.876808, expected=36.000000 predicted=33.975254, expected=44.000000 predicted=40.043596, expected=36.000000 predicted=38.985425, expected=32.000000 predicted=34.553457, expected=44.000000 predicted=39.448305, expected=40.000000 predicted=38.534862, expected=12.000000 predicted=32.985222, expected=52.000000 predicted=37.319486, expected=20.000000 predicted=30.038420, expected=16.000000 predicted=32.118062, expected=24.000000 predicted=24.908658, expected=28.000000 predicted=24.990528, expected=24.000000 predicted=28.697349, expected=28.000000 predicted=23.756211, expected=52.000000 predicted=30.544022, expected=28.000000 predicted=30.357952, expected=44.000000 predicted=36.182582, expected=44.000000 predicted=35.129509, expected=52.000000 predicted=43.194250, expected=48.000000 predicted=45.303900, expected=52.000000 predicted=45.148561, expected=44.000000 predicted=46.371479, expected=16.000000 predicted=39.539889, expected=28.000000 predicted=38.231696, expected=28.000000 predicted=33.850916, expected=72.000000 predicted=45.696471, expected=16.000000 predicted=32.443842, expected=24.000000 predicted=31.351128, expected=32.000000 predicted=28.803456, expected=24.000000 predicted=32.418280, expected=28.000000 predicted=34.397348, expected=28.000000 predicted=24.498438, expected=16.000000 predicted=24.323433, expected=20.000000 predicted=24.204102, expected=24.000000 predicted=22.582911, expected=36.000000 predicted=27.093789, expected=36.000000 predicted=28.091659, expected=28.000000 predicted=26.892514, expected=28.000000 predicted=27.834306, expected=40.000000 predicted=31.972226, expected=52.000000 predicted=38.639046, expected=40.000000 predicted=38.369950, expected=44.000000 predicted=39.255776, expected=16.000000 predicted=32.683331, expected=48.000000 predicted=41.079860, expected=16.000000 predicted=32.709044, expected=76.000000 predicted=46.280065, expected=44.000000 predicted=39.447969, expected=44.000000 predicted=43.478654, expected=16.000000 predicted=35.446255, expected=16.000000 predicted=31.853083, expected=32.000000 predicted=37.493462, expected=48.000000 predicted=36.098421, expected=20.000000 predicted=30.049797, expected=40.000000 predicted=29.767603, expected=20.000000 predicted=25.677753, expected=28.000000 predicted=32.162199, expected=32.000000 predicted=30.874073, expected=64.000000 predicted=37.497615, expected=56.000000 predicted=42.427487, expected=24.000000 predicted=36.473771, expected=28.000000 predicted=35.510677, expected=48.000000 predicted=40.296986, expected=32.000000 predicted=42.711715, expected=40.000000 predicted=40.182440, expected=32.000000 predicted=32.010991, expected=60.000000 predicted=42.257716, expected=28.000000 predicted=38.646361, expected=20.000000 predicted=34.646045, expected=40.000000 predicted=34.883538, expected=16.000000 predicted=30.543706, expected=20.000000 predicted=31.933293, expected=28.000000 predicted=24.062939, expected=28.000000 predicted=25.803829, expected=44.000000 predicted=32.043039, expected=44.000000 predicted=30.928608, expected=44.000000 predicted=35.908473, expected=44.000000 predicted=38.510550, expected=44.000000 predicted=40.867469, expected=28.000000 predicted=39.767733, expected=36.000000 predicted=39.477782, expected=32.000000 predicted=36.601384, expected=36.000000 predicted=37.500692, expected=28.000000 predicted=33.434057, expected=48.000000 predicted=36.045087, expected=24.000000 predicted=32.484497, expected=16.000000 predicted=29.890795, expected=36.000000 predicted=30.302465, expected=48.000000 predicted=34.679385, expected=20.000000 predicted=32.739525, expected=16.000000 predicted=25.389332, expected=20.000000 predicted=22.750429, expected=28.000000 predicted=28.373223, expected=28.000000 predicted=28.231741, expected=64.000000 predicted=33.433292, expected=32.000000 predicted=30.748856, expected=48.000000 predicted=38.921595, expected=32.000000 predicted=35.076729, expected=52.000000 predicted=43.977355, expected=20.000000 predicted=39.085748, expected=32.000000 predicted=36.165273, expected=16.000000 predicted=29.988805, expected=28.000000 predicted=30.514180, expected=16.000000 predicted=26.319355, expected=24.000000 predicted=23.242892, expected=12.000000 Test MSE: 356.893
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215])] predicted=58.642439, expected=40.000000 predicted=62.816505, expected=84.000000 predicted=47.537466, expected=72.000000 predicted=55.404676, expected=28.000000 predicted=37.998893, expected=24.000000 predicted=43.112317, expected=24.000000 predicted=37.565835, expected=40.000000 predicted=53.831302, expected=60.000000 predicted=54.284742, expected=72.000000 predicted=45.335646, expected=36.000000 predicted=36.655340, expected=64.000000 predicted=45.773234, expected=56.000000 predicted=50.689698, expected=44.000000 predicted=53.758831, expected=20.000000 predicted=48.644243, expected=68.000000 predicted=48.461724, expected=68.000000 predicted=59.561526, expected=40.000000 predicted=49.445030, expected=28.000000 predicted=41.261848, expected=44.000000 predicted=36.903930, expected=40.000000 predicted=50.935941, expected=32.000000 predicted=46.771042, expected=24.000000 predicted=33.724930, expected=68.000000 predicted=42.509992, expected=52.000000 predicted=45.550423, expected=60.000000 predicted=48.060051, expected=36.000000 predicted=40.222519, expected=48.000000 predicted=40.833327, expected=28.000000 predicted=48.993167, expected=40.000000 predicted=44.606419, expected=72.000000 predicted=56.618103, expected=64.000000 predicted=48.461701, expected=36.000000 predicted=45.897971, expected=28.000000 predicted=36.386005, expected=40.000000 predicted=42.471524, expected=32.000000 predicted=48.829397, expected=68.000000 predicted=55.438164, expected=112.000000 predicted=62.638467, expected=56.000000 predicted=48.836248, expected=20.000000 predicted=43.219575, expected=56.000000 predicted=49.775190, expected=60.000000 predicted=61.579667, expected=20.000000 predicted=61.979552, expected=40.000000 predicted=46.366954, expected=48.000000 predicted=36.031203, expected=60.000000 predicted=51.988154, expected=56.000000 predicted=53.599480, expected=52.000000 predicted=40.496335, expected=36.000000 predicted=43.371823, expected=16.000000 predicted=38.361199, expected=48.000000 predicted=49.354690, expected=64.000000 predicted=52.150386, expected=52.000000 predicted=48.367424, expected=56.000000 predicted=46.271940, expected=32.000000 predicted=33.682239, expected=8.000000 predicted=35.689421, expected=20.000000 predicted=40.932628, expected=24.000000 predicted=34.640043, expected=44.000000 predicted=40.601467, expected=44.000000 predicted=33.658391, expected=32.000000 predicted=23.868223, expected=16.000000 predicted=24.045356, expected=32.000000 predicted=29.411515, expected=28.000000 predicted=34.131738, expected=28.000000 predicted=33.179872, expected=40.000000 predicted=32.931619, expected=36.000000 predicted=27.290389, expected=40.000000 predicted=34.965274, expected=24.000000 predicted=29.341128, expected=20.000000 predicted=27.399885, expected=72.000000 predicted=47.000391, expected=40.000000 predicted=37.757194, expected=68.000000 predicted=49.204566, expected=92.000000 predicted=55.016382, expected=36.000000 predicted=40.018748, expected=20.000000 predicted=52.088612, expected=44.000000 predicted=45.213778, expected=12.000000 predicted=41.905819, expected=44.000000 predicted=56.480321, expected=32.000000 predicted=32.790051, expected=40.000000 predicted=30.245100, expected=32.000000 predicted=36.820418, expected=24.000000 predicted=23.450543, expected=56.000000 predicted=44.005512, expected=20.000000 predicted=29.727939, expected=40.000000 predicted=37.949296, expected=52.000000 predicted=39.390548, expected=84.000000 predicted=48.679687, expected=32.000000 predicted=46.881925, expected=28.000000 predicted=33.288057, expected=48.000000 predicted=45.207536, expected=52.000000 predicted=49.418239, expected=40.000000 predicted=56.010845, expected=32.000000 predicted=35.626164, expected=80.000000 predicted=49.455168, expected=28.000000 predicted=42.127443, expected=28.000000 predicted=42.531049, expected=36.000000 predicted=39.607512, expected=36.000000 predicted=35.398442, expected=68.000000 predicted=60.772311, expected=72.000000 predicted=46.853762, expected=76.000000 predicted=52.100060, expected=36.000000 predicted=45.404580, expected=32.000000 predicted=43.339336, expected=20.000000 predicted=47.330869, expected=60.000000 predicted=57.247610, expected=28.000000 predicted=47.832309, expected=40.000000 predicted=37.134443, expected=36.000000 predicted=35.288360, expected=64.000000 predicted=40.221713, expected=32.000000 predicted=45.509023, expected=32.000000 predicted=34.219511, expected=24.000000 predicted=35.274281, expected=64.000000 predicted=44.731976, expected=52.000000 predicted=51.775548, expected=44.000000 predicted=39.637322, expected=48.000000 predicted=42.437160, expected=32.000000 predicted=35.063033, expected=52.000000 predicted=53.460778, expected=4.000000 predicted=33.812004, expected=20.000000 predicted=32.593452, expected=64.000000 predicted=46.137559, expected=68.000000 predicted=43.647328, expected=40.000000 predicted=44.813324, expected=32.000000 predicted=28.201510, expected=28.000000 predicted=32.257373, expected=36.000000 predicted=47.035140, expected=52.000000 predicted=51.590846, expected=36.000000 predicted=37.637742, expected=48.000000 predicted=39.389319, expected=88.000000 predicted=52.479252, expected=60.000000 predicted=49.955035, expected=64.000000 predicted=58.600234, expected=52.000000 predicted=51.168204, expected=56.000000 predicted=55.763233, expected=88.000000 predicted=78.263137, expected=60.000000 predicted=61.408811, expected=32.000000 predicted=54.056013, expected=20.000000 predicted=44.241505, expected=24.000000 predicted=42.651410, expected=48.000000 predicted=56.709597, expected=40.000000 predicted=43.721284, expected=60.000000 predicted=41.747691, expected=56.000000 predicted=39.617672, expected=48.000000 predicted=40.592222, expected=40.000000 predicted=46.682530, expected=68.000000 predicted=52.537421, expected=24.000000 predicted=45.659970, expected=44.000000 predicted=48.557429, expected=48.000000 predicted=46.800751, expected=48.000000 predicted=43.713437, expected=4.000000 predicted=38.833267, expected=24.000000 predicted=27.832570, expected=88.000000 predicted=53.700818, expected=40.000000 predicted=41.937196, expected=24.000000 predicted=38.467532, expected=96.000000 predicted=48.101044, expected=36.000000 predicted=38.167856, expected=44.000000 predicted=62.045184, expected=20.000000 predicted=37.922814, expected=28.000000 predicted=32.011799, expected=32.000000 predicted=54.023271, expected=68.000000 predicted=44.117516, expected=56.000000 predicted=45.697658, expected=56.000000 predicted=40.729930, expected=52.000000 predicted=44.729275, expected=44.000000 predicted=44.028549, expected=60.000000 predicted=60.113887, expected=12.000000 predicted=40.410095, expected=44.000000 predicted=47.529091, expected=40.000000 predicted=43.797623, expected=64.000000 predicted=47.914992, expected=40.000000 predicted=47.684809, expected=28.000000 predicted=28.875849, expected=32.000000 predicted=40.055352, expected=4.000000 predicted=27.761910, expected=40.000000 predicted=43.342445, expected=32.000000 predicted=32.376236, expected=72.000000 predicted=41.561800, expected=48.000000 predicted=39.612755, expected=24.000000 predicted=25.216267, expected=16.000000 predicted=34.120508, expected=20.000000 predicted=29.784252, expected=44.000000 predicted=47.367157, expected=60.000000 predicted=44.448290, expected=52.000000 predicted=36.976214, expected=16.000000 predicted=25.757881, expected=20.000000 predicted=27.737936, expected=24.000000 predicted=34.609495, expected=8.000000 predicted=31.733213, expected=40.000000 predicted=36.663416, expected=64.000000 predicted=33.707029, expected=12.000000 predicted=21.817633, expected=28.000000 predicted=28.508241, expected=48.000000 predicted=29.882645, expected=64.000000 predicted=46.020015, expected=52.000000 predicted=52.060125, expected=20.000000 predicted=26.915292, expected=16.000000 predicted=30.262604, expected=72.000000 predicted=52.051054, expected=20.000000 predicted=40.788012, expected=28.000000 predicted=38.164247, expected=24.000000 predicted=26.640755, expected=8.000000 predicted=18.940466, expected=16.000000 predicted=36.733012, expected=20.000000 predicted=19.275783, expected=64.000000 predicted=35.614705, expected=20.000000 predicted=23.567431, expected=40.000000 predicted=26.124922, expected=36.000000 predicted=29.535315, expected=40.000000 predicted=32.297886, expected=40.000000 predicted=46.496439, expected=72.000000 predicted=43.005314, expected=68.000000 predicted=51.351756, expected=60.000000 predicted=50.365414, expected=40.000000 predicted=47.308364, expected=48.000000 predicted=49.146138, expected=20.000000 predicted=48.732851, expected=12.000000 predicted=40.690850, expected=72.000000 predicted=53.867342, expected=52.000000 predicted=42.275468, expected=56.000000 predicted=48.015892, expected=48.000000 predicted=39.421515, expected=68.000000 predicted=44.703486, expected=28.000000 predicted=52.366414, expected=28.000000 predicted=43.548717, expected=60.000000 predicted=53.044093, expected=68.000000 predicted=52.750756, expected=40.000000 predicted=51.827949, expected=44.000000 predicted=41.076714, expected=32.000000 predicted=37.437966, expected=24.000000 predicted=42.972422, expected=28.000000 predicted=43.997361, expected=32.000000 predicted=34.260041, expected=40.000000 predicted=37.482616, expected=24.000000 predicted=29.056487, expected=36.000000 predicted=30.364201, expected=52.000000 predicted=37.425094, expected=32.000000 predicted=33.548951, expected=52.000000 predicted=43.058114, expected=60.000000 predicted=42.118909, expected=44.000000 predicted=42.531680, expected=100.000000 predicted=66.651467, expected=48.000000 predicted=47.752505, expected=48.000000 predicted=54.734414, expected=44.000000 predicted=55.524417, expected=48.000000 predicted=49.389714, expected=88.000000 predicted=78.297684, expected=16.000000 predicted=40.621319, expected=24.000000 predicted=41.218337, expected=76.000000 predicted=54.267742, expected=28.000000 predicted=41.041836, expected=64.000000 predicted=63.301459, expected=60.000000 predicted=41.210343, expected=36.000000 predicted=38.879377, expected=44.000000 predicted=56.331792, expected=72.000000 predicted=49.533769, expected=64.000000 predicted=59.762760, expected=76.000000 predicted=63.547295, expected=68.000000 predicted=56.208183, expected=96.000000 predicted=69.728340, expected=44.000000 predicted=64.531087, expected=40.000000 predicted=59.132146, expected=24.000000 predicted=54.306165, expected=44.000000 predicted=53.426355, expected=40.000000 predicted=57.669945, expected=112.000000 predicted=63.419234, expected=68.000000 predicted=54.452238, expected=40.000000 predicted=44.230647, expected=24.000000 predicted=45.455418, expected=48.000000 predicted=48.526244, expected=20.000000 predicted=59.034840, expected=12.000000 predicted=37.862710, expected=64.000000 predicted=43.123887, expected=64.000000 predicted=40.148344, expected=56.000000 predicted=48.430226, expected=40.000000 predicted=37.348251, expected=36.000000 predicted=34.446548, expected=20.000000 predicted=44.169229, expected=76.000000 predicted=58.783116, expected=100.000000 predicted=65.669314, expected=76.000000 predicted=58.008965, expected=76.000000 predicted=61.245925, expected=20.000000 predicted=40.591663, expected=24.000000 predicted=55.915679, expected=12.000000 predicted=53.436806, expected=48.000000 predicted=51.570656, expected=28.000000 predicted=43.685551, expected=24.000000 predicted=24.058318, expected=32.000000 predicted=28.320040, expected=24.000000 predicted=22.316143, expected=60.000000 predicted=44.989669, expected=16.000000 predicted=26.412908, expected=20.000000 predicted=25.791927, expected=48.000000 predicted=36.601976, expected=64.000000 predicted=40.374132, expected=28.000000 predicted=42.184053, expected=24.000000 predicted=27.270417, expected=20.000000 predicted=26.768717, expected=24.000000 predicted=34.567409, expected=64.000000 predicted=50.554020, expected=56.000000 predicted=38.808310, expected=132.000000 predicted=66.225013, expected=24.000000 predicted=38.670400, expected=12.000000 predicted=35.299249, expected=24.000000 predicted=48.333865, expected=28.000000 predicted=42.287000, expected=40.000000 predicted=65.284867, expected=44.000000 predicted=31.464665, expected=80.000000 predicted=42.069177, expected=4.000000 predicted=25.708421, expected=36.000000 predicted=35.324616, expected=52.000000 predicted=44.005391, expected=44.000000 predicted=42.813333, expected=24.000000 predicted=46.924669, expected=60.000000 predicted=34.087042, expected=92.000000 predicted=57.223483, expected=40.000000 predicted=49.081935, expected=32.000000 predicted=44.334492, expected=44.000000 predicted=41.306602, expected=56.000000 predicted=54.916247, expected=32.000000 predicted=55.700517, expected=40.000000 predicted=40.651883, expected=52.000000 predicted=42.256971, expected=52.000000 predicted=46.509961, expected=20.000000 predicted=40.273371, expected=16.000000 predicted=29.913598, expected=8.000000 predicted=27.294942, expected=36.000000 predicted=36.563155, expected=84.000000 predicted=51.796774, expected=68.000000 predicted=41.218612, expected=16.000000 predicted=27.613410, expected=28.000000 predicted=29.795439, expected=60.000000 predicted=47.708629, expected=44.000000 predicted=55.890639, expected=32.000000 predicted=46.077084, expected=60.000000 predicted=39.590769, expected=60.000000 predicted=45.045382, expected=28.000000 predicted=45.480105, expected=20.000000 predicted=37.075686, expected=60.000000 predicted=44.597465, expected=28.000000 predicted=42.184145, expected=64.000000 predicted=52.902934, expected=44.000000 predicted=38.717608, expected=64.000000 predicted=43.818283, expected=44.000000 predicted=51.917121, expected=56.000000 predicted=45.695311, expected=28.000000 predicted=48.314470, expected=28.000000 predicted=39.698275, expected=24.000000 predicted=42.438105, expected=68.000000 predicted=47.984036, expected=64.000000 predicted=52.063992, expected=44.000000 predicted=39.318614, expected=44.000000 predicted=41.696955, expected=44.000000 predicted=40.739740, expected=32.000000 predicted=49.194918, expected=36.000000 predicted=47.056943, expected=84.000000 predicted=55.593012, expected=52.000000 predicted=47.691026, expected=40.000000 predicted=45.435699, expected=36.000000 predicted=41.322101, expected=40.000000 predicted=42.142382, expected=32.000000 predicted=52.437432, expected=24.000000 predicted=37.576583, expected=24.000000 predicted=32.364796, expected=48.000000 predicted=37.735791, expected=24.000000 predicted=31.555769, expected=32.000000 predicted=31.504370, expected=48.000000 predicted=35.021521, expected=20.000000 predicted=26.547715, expected=32.000000 predicted=37.412039, expected=96.000000 predicted=51.106847, expected=60.000000 predicted=45.728555, expected=28.000000 predicted=43.518607, expected=72.000000 predicted=50.286651, expected=64.000000 predicted=51.555964, expected=36.000000 predicted=62.310923, expected=60.000000 predicted=58.200315, expected=32.000000 predicted=38.502723, expected=40.000000 predicted=53.084784, expected=40.000000 predicted=49.069374, expected=32.000000 predicted=36.212886, expected=32.000000 predicted=42.956974, expected=40.000000 predicted=35.862339, expected=16.000000 predicted=30.281122, expected=76.000000 predicted=48.887691, expected=48.000000 predicted=39.720238, expected=32.000000 predicted=36.332881, expected=20.000000 predicted=35.847707, expected=36.000000 predicted=31.091771, expected=8.000000 predicted=38.781617, expected=28.000000 predicted=33.371026, expected=60.000000 predicted=38.322883, expected=44.000000 predicted=31.250246, expected=24.000000 predicted=32.567493, expected=16.000000 predicted=21.724421, expected=24.000000 predicted=28.706664, expected=20.000000 predicted=35.035644, expected=56.000000 predicted=40.266609, expected=32.000000 predicted=28.049033, expected=92.000000 predicted=47.174447, expected=48.000000 predicted=40.930341, expected=56.000000 predicted=44.169193, expected=20.000000 predicted=45.769251, expected=8.000000 predicted=30.109456, expected=28.000000 predicted=51.249226, expected=32.000000 predicted=34.781824, expected=68.000000 predicted=48.663459, expected=32.000000 predicted=28.937073, expected=44.000000 predicted=31.021802, expected=28.000000 predicted=33.825436, expected=12.000000 predicted=28.055486, expected=24.000000 predicted=40.648096, expected=48.000000 predicted=35.005662, expected=40.000000 predicted=36.935600, expected=56.000000 predicted=38.850319, expected=24.000000 predicted=26.266870, expected=48.000000 predicted=37.867167, expected=20.000000 predicted=36.735599, expected=12.000000 predicted=29.014869, expected=60.000000 predicted=47.769253, expected=20.000000 predicted=25.319072, expected=72.000000 predicted=49.525334, expected=16.000000 predicted=26.501998, expected=52.000000 predicted=34.465427, expected=44.000000 predicted=48.787162, expected=28.000000 predicted=30.388106, expected=36.000000 predicted=48.343700, expected=76.000000 predicted=43.323722, expected=32.000000 predicted=43.157643, expected=28.000000 predicted=38.954265, expected=44.000000 predicted=38.755860, expected=12.000000 Test MSE: 473.784
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array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987])] predicted=177.630301, expected=220.000000 predicted=162.217214, expected=128.000000 predicted=142.131040, expected=112.000000 predicted=128.864758, expected=108.000000 predicted=130.184734, expected=184.000000 predicted=150.852522, expected=136.000000 predicted=152.241290, expected=52.000000 predicted=105.639071, expected=156.000000 predicted=134.190123, expected=220.000000 predicted=154.966617, expected=104.000000 predicted=131.698880, expected=140.000000 predicted=135.547079, expected=56.000000 predicted=107.873299, expected=100.000000 predicted=129.318581, expected=32.000000 predicted=110.822174, expected=164.000000 predicted=111.248217, expected=216.000000 predicted=137.541396, expected=156.000000 predicted=110.037777, expected=132.000000 predicted=127.093441, expected=132.000000 predicted=129.849580, expected=44.000000 predicted=127.970537, expected=68.000000 predicted=128.196726, expected=76.000000 predicted=107.447664, expected=24.000000 predicted=73.683849, expected=100.000000 predicted=86.394782, expected=76.000000 predicted=64.837855, expected=168.000000 predicted=95.404324, expected=108.000000 predicted=91.404748, expected=104.000000 predicted=86.459469, expected=244.000000 predicted=153.493015, expected=172.000000 predicted=139.669917, expected=208.000000 predicted=169.849729, expected=60.000000 predicted=130.874659, expected=68.000000 predicted=127.635067, expected=120.000000 predicted=159.050864, expected=100.000000 predicted=122.258315, expected=112.000000 predicted=118.738276, expected=124.000000 predicted=98.917213, expected=184.000000 predicted=124.940360, expected=100.000000 predicted=116.384507, expected=68.000000 predicted=103.207400, expected=160.000000 predicted=135.266025, expected=132.000000 predicted=128.472337, expected=144.000000 predicted=135.063777, expected=200.000000 predicted=143.617226, expected=176.000000 predicted=142.624492, expected=136.000000 predicted=151.867658, expected=76.000000 predicted=131.920236, expected=188.000000 predicted=163.394430, expected=44.000000 predicted=126.548695, expected=116.000000 predicted=125.036120, expected=172.000000 predicted=137.695241, expected=136.000000 predicted=115.797864, expected=132.000000 predicted=134.996104, expected=128.000000 predicted=116.417334, expected=60.000000 predicted=111.871072, expected=216.000000 predicted=159.936453, expected=100.000000 predicted=124.060035, expected=220.000000 predicted=150.655141, expected=128.000000 predicted=140.597344, expected=100.000000 predicted=120.163668, expected=248.000000 predicted=190.671380, expected=64.000000 predicted=126.501249, expected=76.000000 predicted=133.812541, expected=76.000000 predicted=115.965671, expected=164.000000 predicted=129.174523, expected=116.000000 predicted=131.677251, expected=156.000000 predicted=109.347237, expected=160.000000 predicted=126.756023, expected=96.000000 predicted=116.740185, expected=96.000000 predicted=128.973130, expected=176.000000 predicted=142.247014, expected=212.000000 predicted=160.119668, expected=136.000000 predicted=140.920333, expected=40.000000 predicted=107.315933, expected=48.000000 predicted=109.879776, expected=12.000000 predicted=100.365280, expected=44.000000 predicted=88.700942, expected=204.000000 predicted=109.211187, expected=172.000000 predicted=92.912745, expected=48.000000 predicted=68.343694, expected=88.000000 predicted=87.043498, expected=8.000000 predicted=79.029140, expected=52.000000 predicted=100.993594, expected=64.000000 predicted=83.129221, expected=152.000000 predicted=80.592385, expected=16.000000 predicted=54.112260, expected=156.000000 predicted=79.854369, expected=108.000000 predicted=92.770250, expected=20.000000 predicted=68.060984, expected=108.000000 predicted=104.210553, expected=84.000000 predicted=78.031523, expected=232.000000 predicted=140.011778, expected=280.000000 predicted=158.280221, expected=216.000000 predicted=146.570340, expected=60.000000 predicted=133.732594, expected=4.000000 predicted=116.655226, expected=52.000000 predicted=144.695307, expected=216.000000 predicted=177.592460, expected=112.000000 predicted=118.295855, expected=212.000000 predicted=115.342885, expected=108.000000 predicted=101.652096, expected=104.000000 predicted=117.353277, expected=92.000000 predicted=143.607620, expected=140.000000 predicted=131.435754, expected=108.000000 predicted=134.135064, expected=152.000000 predicted=121.292378, expected=148.000000 predicted=126.257112, expected=228.000000 predicted=153.313398, expected=60.000000 predicted=122.592254, expected=24.000000 predicted=98.082860, expected=96.000000 predicted=125.660658, expected=224.000000 predicted=155.757811, expected=208.000000 predicted=159.165447, expected=20.000000 predicted=73.094659, expected=16.000000 predicted=74.890265, expected=112.000000 predicted=124.381761, expected=164.000000 predicted=147.351053, expected=20.000000 predicted=81.390764, expected=116.000000 predicted=74.466026, expected=220.000000 predicted=125.204239, expected=184.000000 predicted=136.049614, expected=32.000000 predicted=101.192595, expected=120.000000 predicted=111.749769, expected=100.000000 predicted=130.095391, expected=76.000000 predicted=121.442918, expected=108.000000 predicted=114.287197, expected=52.000000 predicted=70.830166, expected=88.000000 predicted=93.586846, expected=84.000000 predicted=88.207802, expected=196.000000 predicted=115.499638, expected=40.000000 predicted=81.239149, expected=24.000000 predicted=63.957559, expected=220.000000 predicted=137.490587, expected=80.000000 predicted=95.903110, expected=76.000000 predicted=103.012610, expected=28.000000 predicted=70.544691, expected=88.000000 predicted=84.622516, expected=100.000000 predicted=112.846957, expected=64.000000 predicted=67.860310, expected=28.000000 predicted=57.641274, expected=84.000000 predicted=68.730717, expected=56.000000 predicted=70.081555, expected=28.000000 predicted=55.708553, expected=116.000000 predicted=74.818151, expected=128.000000 predicted=77.779077, expected=60.000000 predicted=69.359961, expected=148.000000 predicted=97.317599, expected=88.000000 predicted=87.277243, expected=108.000000 predicted=106.479572, expected=108.000000 predicted=110.905114, expected=168.000000 predicted=117.808754, expected=128.000000 predicted=125.110257, expected=80.000000 predicted=101.905553, expected=112.000000 predicted=119.128371, expected=56.000000 predicted=101.426871, expected=264.000000 predicted=163.106745, expected=144.000000 predicted=128.166190, expected=152.000000 predicted=123.372432, expected=112.000000 predicted=136.204631, expected=48.000000 predicted=110.809905, expected=212.000000 predicted=181.590439, expected=324.000000 predicted=191.670753, expected=320.000000 predicted=199.715773, expected=328.000000 predicted=221.428753, expected=316.000000 predicted=246.693240, expected=232.000000 predicted=270.069856, expected=180.000000 predicted=270.487572, expected=132.000000 predicted=241.006629, expected=204.000000 predicted=242.952243, expected=40.000000 predicted=168.043450, expected=48.000000 predicted=128.848236, expected=284.000000 predicted=188.382416, expected=324.000000 predicted=196.460367, expected=252.000000 predicted=191.591027, expected=176.000000 predicted=166.245573, expected=184.000000 predicted=195.775460, expected=244.000000 predicted=254.141805, expected=144.000000 predicted=212.049526, expected=172.000000 predicted=195.269640, expected=272.000000 predicted=217.795494, expected=284.000000 predicted=225.715646, expected=140.000000 predicted=190.352364, expected=132.000000 predicted=176.567135, expected=96.000000 predicted=171.053500, expected=80.000000 predicted=160.756019, expected=204.000000 predicted=182.951339, expected=192.000000 predicted=149.871265, expected=204.000000 predicted=155.251080, expected=108.000000 predicted=131.698097, expected=148.000000 predicted=149.603805, expected=132.000000 predicted=165.524516, expected=40.000000 predicted=119.417426, expected=120.000000 predicted=135.431951, expected=24.000000 predicted=82.795115, expected=68.000000 predicted=89.127338, expected=224.000000 predicted=135.714814, expected=184.000000 predicted=114.368150, expected=168.000000 predicted=130.852314, expected=104.000000 predicted=112.983244, expected=108.000000 predicted=131.158562, expected=92.000000 predicted=145.173837, expected=260.000000 predicted=182.893218, expected=436.000000 predicted=247.207232, expected=296.000000 predicted=208.632908, expected=200.000000 predicted=201.790207, expected=204.000000 predicted=229.324507, expected=192.000000 predicted=254.986572, expected=96.000000 predicted=224.887745, expected=360.000000 predicted=271.859950, expected=168.000000 predicted=192.202194, expected=124.000000 predicted=169.992591, expected=240.000000 predicted=214.074977, expected=188.000000 predicted=184.101076, expected=200.000000 predicted=224.409824, expected=104.000000 predicted=154.474079, expected=76.000000 predicted=136.270804, expected=184.000000 predicted=184.048504, expected=244.000000 predicted=187.635450, expected=176.000000 predicted=163.667639, expected=148.000000 predicted=144.983200, expected=84.000000 predicted=130.536801, expected=92.000000 predicted=148.132011, expected=76.000000 predicted=137.432918, expected=144.000000 predicted=133.838458, expected=212.000000 predicted=148.384297, expected=104.000000 predicted=105.360403, expected=80.000000 predicted=104.303970, expected=48.000000 predicted=96.463880, expected=52.000000 predicted=102.341221, expected=64.000000 predicted=101.600863, expected=212.000000 predicted=124.516558, expected=216.000000 predicted=128.705366, expected=180.000000 predicted=123.822773, expected=96.000000 predicted=113.726226, expected=200.000000 predicted=164.799574, expected=28.000000 predicted=132.083618, expected=60.000000 predicted=124.486896, expected=92.000000 predicted=119.413944, expected=212.000000 predicted=137.614107, expected=128.000000 predicted=126.044806, expected=136.000000 predicted=101.835970, expected=120.000000 predicted=117.844143, expected=104.000000 predicted=121.369681, expected=108.000000 predicted=138.805932, expected=184.000000 predicted=144.745208, expected=184.000000 predicted=148.236438, expected=128.000000 predicted=129.200716, expected=128.000000 predicted=132.714609, expected=156.000000 predicted=148.194649, expected=68.000000 predicted=127.950554, expected=100.000000 predicted=128.947457, expected=160.000000 predicted=136.626113, expected=96.000000 predicted=111.364773, expected=132.000000 predicted=125.487721, expected=72.000000 predicted=92.898869, expected=104.000000 predicted=108.671357, expected=120.000000 predicted=122.946060, expected=28.000000 predicted=74.895773, expected=168.000000 predicted=125.261456, expected=120.000000 predicted=102.879695, expected=108.000000 predicted=103.547414, expected=76.000000 predicted=98.951756, expected=40.000000 predicted=72.154433, expected=24.000000 predicted=85.373053, expected=184.000000 predicted=121.803413, expected=56.000000 predicted=74.834777, expected=148.000000 predicted=97.313702, expected=44.000000 predicted=68.895031, expected=56.000000 predicted=70.684813, expected=76.000000 predicted=104.187918, expected=112.000000 predicted=86.811369, expected=164.000000 predicted=119.697591, expected=224.000000 predicted=128.367592, expected=108.000000 predicted=106.016110, expected=124.000000 predicted=123.704330, expected=120.000000 predicted=137.119037, expected=132.000000 predicted=146.018161, expected=156.000000 predicted=157.003657, expected=128.000000 predicted=124.408997, expected=44.000000 predicted=99.193118, expected=96.000000 predicted=112.717983, expected=104.000000 predicted=114.760927, expected=52.000000 predicted=91.789938, expected=72.000000 predicted=85.763232, expected=168.000000 predicted=105.105866, expected=256.000000 predicted=151.846301, expected=152.000000 predicted=127.095651, expected=68.000000 predicted=99.692823, expected=112.000000 predicted=129.610936, expected=80.000000 predicted=133.039794, expected=72.000000 predicted=127.400150, expected=152.000000 predicted=124.889946, expected=220.000000 predicted=136.037644, expected=144.000000 predicted=125.415864, expected=36.000000 predicted=88.804285, expected=104.000000 predicted=116.765781, expected=132.000000 predicted=139.196609, expected=96.000000 predicted=125.506691, expected=164.000000 predicted=128.763084, expected=156.000000 predicted=114.184809, expected=68.000000 predicted=101.812235, expected=36.000000 predicted=95.202438, expected=100.000000 predicted=107.277870, expected=128.000000 predicted=122.157929, expected=104.000000 predicted=103.983891, expected=120.000000 predicted=94.785705, expected=72.000000 predicted=80.297115, expected=140.000000 predicted=118.034267, expected=56.000000 predicted=94.482785, expected=28.000000 predicted=73.707933, expected=188.000000 predicted=129.970878, expected=184.000000 predicted=122.094684, expected=152.000000 predicted=126.107202, expected=76.000000 predicted=95.017176, expected=80.000000 predicted=100.678697, expected=128.000000 predicted=144.799855, expected=152.000000 predicted=141.623950, expected=292.000000 predicted=181.939741, expected=244.000000 predicted=164.973683, expected=168.000000 predicted=155.404724, expected=96.000000 predicted=153.445198, expected=124.000000 predicted=168.945774, expected=164.000000 predicted=197.016269, expected=164.000000 predicted=171.321165, expected=192.000000 predicted=161.867456, expected=76.000000 predicted=112.911185, expected=60.000000 predicted=113.211133, expected=4.000000 predicted=95.622100, expected=140.000000 predicted=128.496413, expected=8.000000 Test MSE: 4672.344
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343])] predicted=13.496769, expected=20.000000 predicted=16.415548, expected=20.000000 predicted=15.907751, expected=16.000000 predicted=15.840316, expected=12.000000 predicted=14.246790, expected=28.000000 predicted=19.901888, expected=4.000000 predicted=15.255085, expected=8.000000 predicted=12.610728, expected=12.000000 predicted=12.033711, expected=4.000000 predicted=10.080939, expected=12.000000 predicted=11.541739, expected=4.000000 predicted=6.745365, expected=12.000000 predicted=9.090311, expected=8.000000 predicted=8.805351, expected=16.000000 predicted=10.650633, expected=12.000000 predicted=11.477250, expected=16.000000 predicted=12.302204, expected=16.000000 predicted=14.037042, expected=12.000000 predicted=13.215142, expected=12.000000 predicted=13.395777, expected=24.000000 predicted=16.696896, expected=12.000000 predicted=15.651851, expected=12.000000 predicted=14.083586, expected=12.000000 predicted=12.924922, expected=20.000000 predicted=15.970596, expected=20.000000 predicted=18.141480, expected=32.000000 predicted=21.264836, expected=20.000000 predicted=20.523799, expected=8.000000 predicted=16.317017, expected=4.000000 predicted=13.106057, expected=4.000000 predicted=11.246752, expected=8.000000 predicted=11.721604, expected=8.000000 predicted=9.071061, expected=8.000000 predicted=7.253203, expected=8.000000 predicted=6.934814, expected=4.000000 predicted=6.043659, expected=8.000000 predicted=7.133304, expected=12.000000 predicted=8.859619, expected=20.000000 predicted=12.575187, expected=16.000000 predicted=13.268859, expected=12.000000 predicted=12.122073, expected=12.000000 predicted=12.446017, expected=8.000000 predicted=11.851692, expected=12.000000 predicted=12.827341, expected=4.000000 predicted=9.470112, expected=12.000000 predicted=9.993007, expected=8.000000 predicted=9.296277, expected=4.000000 predicted=7.273133, expected=4.000000 predicted=6.245492, expected=4.000000 predicted=5.162156, expected=8.000000 predicted=6.984943, expected=16.000000 predicted=9.480626, expected=12.000000 predicted=9.708083, expected=4.000000 predicted=7.363437, expected=4.000000 predicted=6.217892, expected=12.000000 predicted=9.219201, expected=4.000000 predicted=8.423219, expected=12.000000 predicted=8.814371, expected=8.000000 predicted=7.616995, expected=12.000000 predicted=9.332771, expected=12.000000 predicted=10.650734, expected=12.000000 predicted=10.488072, expected=12.000000 predicted=11.560143, expected=4.000000 predicted=8.712829, expected=12.000000 predicted=10.289657, expected=16.000000 predicted=12.426196, expected=8.000000 predicted=10.938336, expected=4.000000 predicted=8.037018, expected=8.000000 predicted=7.574927, expected=24.000000 predicted=14.410994, expected=20.000000 predicted=16.307981, expected=28.000000 predicted=18.671258, expected=16.000000 predicted=16.899112, expected=12.000000 predicted=16.009629, expected=4.000000 predicted=13.681745, expected=12.000000 predicted=13.643903, expected=8.000000 predicted=12.695704, expected=32.000000 predicted=17.966483, expected=8.000000 predicted=13.676968, expected=16.000000 predicted=13.029291, expected=8.000000 predicted=12.187907, expected=8.000000 predicted=11.521592, expected=12.000000 predicted=13.777979, expected=12.000000 predicted=11.101652, expected=4.000000 predicted=9.237588, expected=12.000000 predicted=9.174130, expected=8.000000 predicted=9.181974, expected=12.000000 predicted=10.544330, expected=8.000000 predicted=9.360913, expected=20.000000 predicted=12.203346, expected=8.000000 predicted=11.575148, expected=8.000000 predicted=9.697402, expected=16.000000 predicted=12.191084, expected=4.000000 predicted=9.754174, expected=8.000000 predicted=9.920235, expected=16.000000 predicted=10.791535, expected=8.000000 predicted=10.332765, expected=16.000000 predicted=12.365142, expected=16.000000 predicted=12.306982, expected=4.000000 predicted=10.181371, expected=8.000000 predicted=9.877243, expected=16.000000 predicted=11.644189, expected=4.000000 predicted=10.334725, expected=12.000000 predicted=10.220456, expected=16.000000 predicted=10.938203, expected=8.000000 predicted=10.771281, expected=16.000000 predicted=12.696737, expected=8.000000 predicted=10.058598, expected=4.000000 predicted=9.128626, expected=4.000000 predicted=7.686047, expected=8.000000 predicted=7.550386, expected=12.000000 predicted=9.927743, expected=4.000000 predicted=6.829356, expected=24.000000 predicted=11.709813, expected=12.000000 predicted=11.962018, expected=12.000000 predicted=12.153567, expected=4.000000 predicted=9.337685, expected=8.000000 predicted=8.915486, expected=8.000000 predicted=10.941153, expected=12.000000 predicted=10.138891, expected=4.000000 predicted=7.793639, expected=4.000000 predicted=5.577728, expected=28.000000 predicted=13.494411, expected=16.000000 predicted=14.672157, expected=4.000000 predicted=10.631371, expected=20.000000 predicted=12.297894, expected=12.000000 predicted=13.448877, expected=12.000000 predicted=15.500744, expected=24.000000 predicted=16.276386, expected=16.000000 predicted=15.383627, expected=4.000000 predicted=13.070376, expected=4.000000 predicted=8.997434, expected=8.000000 predicted=9.605330, expected=12.000000 predicted=12.136904, expected=16.000000 predicted=12.128082, expected=4.000000 predicted=7.733158, expected=4.000000 predicted=6.379634, expected=16.000000 predicted=10.283386, expected=4.000000 predicted=9.161765, expected=4.000000 predicted=7.465274, expected=20.000000 predicted=10.007610, expected=4.000000 predicted=8.608632, expected=20.000000 predicted=13.157862, expected=20.000000 predicted=13.582129, expected=24.000000 predicted=17.527271, expected=12.000000 predicted=16.604630, expected=8.000000 predicted=12.191611, expected=20.000000 predicted=16.808958, expected=20.000000 predicted=18.454225, expected=12.000000 predicted=16.416744, expected=20.000000 predicted=15.712391, expected=12.000000 predicted=14.421415, expected=8.000000 predicted=13.924097, expected=4.000000 predicted=10.478742, expected=12.000000 predicted=10.690739, expected=4.000000 predicted=9.511269, expected=8.000000 predicted=8.047174, expected=16.000000 predicted=9.953229, expected=8.000000 predicted=9.136966, expected=4.000000 predicted=7.951885, expected=12.000000 predicted=8.320874, expected=4.000000 predicted=7.871046, expected=16.000000 predicted=11.339078, expected=16.000000 predicted=11.615372, expected=12.000000 predicted=11.425461, expected=4.000000 predicted=9.341707, expected=12.000000 predicted=9.642609, expected=8.000000 predicted=10.833426, expected=4.000000 predicted=8.720705, expected=8.000000 predicted=7.707692, expected=16.000000 predicted=9.807066, expected=12.000000 predicted=11.374691, expected=4.000000 predicted=8.110740, expected=20.000000 predicted=11.413734, expected=8.000000 predicted=11.092104, expected=4.000000 predicted=9.753018, expected=4.000000 predicted=6.998864, expected=8.000000 predicted=7.182399, expected=8.000000 predicted=9.284836, expected=36.000000 predicted=16.377431, expected=12.000000 predicted=13.995505, expected=16.000000 predicted=14.168368, expected=4.000000 predicted=10.824641, expected=12.000000 predicted=12.523588, expected=8.000000 predicted=14.393010, expected=24.000000 predicted=14.831447, expected=8.000000 predicted=12.759463, expected=8.000000 predicted=9.542461, expected=16.000000 predicted=12.425064, expected=4.000000 predicted=10.009464, expected=16.000000 predicted=13.577862, expected=4.000000 predicted=8.516545, expected=8.000000 predicted=8.636839, expected=8.000000 predicted=9.114885, expected=4.000000 predicted=6.551917, expected=40.000000 predicted=18.207255, expected=20.000000 predicted=17.436916, expected=4.000000 predicted=12.897876, expected=8.000000 predicted=10.379068, expected=16.000000 predicted=13.658146, expected=8.000000 predicted=16.426119, expected=8.000000 predicted=10.691351, expected=16.000000 predicted=10.396590, expected=16.000000 predicted=13.013979, expected=4.000000 predicted=10.794199, expected=8.000000 predicted=8.768801, expected=4.000000 predicted=7.657198, expected=4.000000 predicted=7.869666, expected=20.000000 predicted=11.495598, expected=20.000000 predicted=12.747429, expected=8.000000 predicted=11.208647, expected=8.000000 predicted=9.211407, expected=12.000000 predicted=10.678251, expected=4.000000 predicted=10.962624, expected=12.000000 predicted=11.140931, expected=4.000000 predicted=7.333053, expected=4.000000 predicted=6.535729, expected=8.000000 predicted=7.280818, expected=8.000000 predicted=6.895453, expected=4.000000 predicted=6.743745, expected=8.000000 predicted=6.040236, expected=16.000000 predicted=9.307997, expected=8.000000 predicted=9.321204, expected=8.000000 predicted=8.583588, expected=8.000000 predicted=7.854372, expected=12.000000 predicted=10.090744, expected=4.000000 predicted=8.986002, expected=20.000000 predicted=11.474615, expected=12.000000 predicted=11.490920, expected=4.000000 predicted=9.168621, expected=8.000000 predicted=8.896766, expected=12.000000 predicted=9.542843, expected=12.000000 predicted=12.370097, expected=4.000000 predicted=8.355128, expected=16.000000 predicted=9.792161, expected=4.000000 predicted=8.555374, expected=16.000000 predicted=11.534424, expected=16.000000 predicted=12.547602, expected=8.000000 predicted=10.425783, expected=4.000000 predicted=9.403881, expected=4.000000 predicted=6.616028, expected=8.000000 predicted=8.966766, expected=16.000000 predicted=11.179592, expected=8.000000 predicted=8.890498, expected=20.000000 predicted=11.625925, expected=20.000000 predicted=14.077378, expected=24.000000 predicted=17.824759, expected=16.000000 predicted=17.633324, expected=4.000000 predicted=12.473650, expected=8.000000 predicted=12.784326, expected=8.000000 predicted=11.918240, expected=28.000000 predicted=17.822338, expected=8.000000 predicted=13.080430, expected=8.000000 predicted=9.721605, expected=12.000000 predicted=10.774640, expected=8.000000 predicted=10.938046, expected=12.000000 predicted=13.358040, expected=4.000000 predicted=7.843325, expected=16.000000 predicted=10.627564, expected=8.000000 predicted=10.144100, expected=4.000000 predicted=7.853382, expected=20.000000 predicted=11.825017, expected=8.000000 predicted=10.091277, expected=12.000000 predicted=11.873027, expected=24.000000 predicted=14.251562, expected=24.000000 predicted=17.354005, expected=28.000000 predicted=21.989697, expected=28.000000 predicted=22.016486, expected=12.000000 predicted=19.430113, expected=20.000000 predicted=21.134942, expected=16.000000 predicted=19.913318, expected=16.000000 predicted=19.678375, expected=16.000000 predicted=17.996340, expected=24.000000 predicted=18.267619, expected=20.000000 predicted=19.628107, expected=16.000000 predicted=17.840685, expected=24.000000 predicted=19.625429, expected=16.000000 predicted=18.794362, expected=16.000000 predicted=18.889252, expected=8.000000 predicted=14.765676, expected=20.000000 predicted=16.507503, expected=24.000000 predicted=19.777788, expected=24.000000 predicted=20.105616, expected=20.000000 predicted=19.335165, expected=20.000000 predicted=18.685109, expected=8.000000 predicted=16.941686, expected=16.000000 predicted=17.472239, expected=8.000000 predicted=14.634388, expected=36.000000 predicted=21.246458, expected=8.000000 predicted=16.606219, expected=8.000000 predicted=12.288194, expected=4.000000 predicted=10.310100, expected=12.000000 predicted=11.433715, expected=8.000000 predicted=13.434451, expected=8.000000 predicted=8.164923, expected=4.000000 predicted=6.624484, expected=4.000000 predicted=5.625247, expected=4.000000 predicted=6.156243, expected=12.000000 predicted=7.634634, expected=8.000000 predicted=7.605777, expected=4.000000 predicted=5.761044, expected=12.000000 predicted=7.581969, expected=8.000000 predicted=8.046493, expected=8.000000 predicted=8.885070, expected=4.000000 predicted=6.625801, expected=8.000000 predicted=6.878144, expected=12.000000 predicted=9.483806, expected=8.000000 predicted=8.506527, expected=8.000000 predicted=8.044650, expected=16.000000 predicted=10.090546, expected=12.000000 predicted=11.318947, expected=20.000000 predicted=14.251834, expected=16.000000 predicted=14.078089, expected=404.000000 predicted=140.720902, expected=4.000000 predicted=141.961000, expected=4.000000 predicted=103.317690, expected=16.000000 predicted=107.482554, expected=8.000000 predicted=107.494124, expected=4.000000 predicted=166.709707, expected=8.000000 predicted=7.249025, expected=8.000000 predicted=7.718502, expected=4.000000 predicted=7.849191, expected=24.000000 predicted=10.124370, expected=16.000000 predicted=11.364431, expected=4.000000 predicted=10.739564, expected=8.000000 predicted=10.400729, expected=4.000000 predicted=9.063320, expected=12.000000 predicted=11.146813, expected=24.000000 predicted=12.249145, expected=4.000000 predicted=9.561227, expected=28.000000 predicted=14.219950, expected=12.000000 predicted=14.097422, expected=4.000000 predicted=13.422729, expected=20.000000 predicted=15.402031, expected=4.000000 predicted=11.275242, expected=8.000000 predicted=12.466858, expected=16.000000 predicted=10.842598, expected=4.000000 predicted=9.005924, expected=24.000000 predicted=13.379381, expected=8.000000 predicted=10.810200, expected=16.000000 predicted=12.869713, expected=20.000000 predicted=15.051373, expected=4.000000 predicted=12.249113, expected=8.000000 predicted=12.993905, expected=12.000000 predicted=10.918699, expected=12.000000 predicted=11.904559, expected=4.000000 predicted=9.985829, expected=12.000000 predicted=8.686091, expected=4.000000 predicted=8.323696, expected=8.000000 predicted=8.530735, expected=8.000000 predicted=7.998048, expected=4.000000 predicted=6.472578, expected=4.000000 predicted=6.518006, expected=4.000000 predicted=5.079220, expected=8.000000 predicted=5.997760, expected=8.000000 predicted=6.217958, expected=4.000000 Test MSE: 731.261
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array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582])] predicted=80.340407, expected=72.000000 predicted=63.733649, expected=56.000000 predicted=75.299503, expected=24.000000 predicted=81.448094, expected=88.000000 predicted=72.370321, expected=80.000000 predicted=70.338190, expected=88.000000 predicted=75.855663, expected=56.000000 predicted=63.863253, expected=48.000000 predicted=40.420705, expected=28.000000 predicted=59.624438, expected=112.000000 predicted=90.428075, expected=112.000000 predicted=90.660188, expected=132.000000 predicted=90.829344, expected=68.000000 predicted=69.246609, expected=100.000000 predicted=71.221495, expected=72.000000 predicted=93.061741, expected=60.000000 predicted=80.643707, expected=40.000000 predicted=89.237794, expected=112.000000 predicted=86.215482, expected=48.000000 predicted=67.927076, expected=68.000000 predicted=71.130355, expected=52.000000 predicted=64.251848, expected=72.000000 predicted=49.952513, expected=56.000000 predicted=83.370894, expected=44.000000 predicted=46.126797, expected=136.000000 predicted=101.492820, expected=144.000000 predicted=89.312590, expected=60.000000 predicted=66.482342, expected=36.000000 predicted=66.085093, expected=68.000000 predicted=61.414494, expected=64.000000 predicted=85.780067, expected=80.000000 predicted=104.942194, expected=108.000000 predicted=85.349461, expected=96.000000 predicted=64.941144, expected=48.000000 predicted=62.688707, expected=68.000000 predicted=73.760965, expected=60.000000 predicted=67.836400, expected=36.000000 predicted=66.016315, expected=76.000000 predicted=87.463766, expected=112.000000 predicted=75.088589, expected=124.000000 predicted=89.320519, expected=120.000000 predicted=94.366380, expected=80.000000 predicted=66.262264, expected=104.000000 predicted=95.597914, expected=48.000000 predicted=79.466091, expected=68.000000 predicted=93.743540, expected=88.000000 predicted=103.322814, expected=164.000000 predicted=111.291244, expected=80.000000 predicted=89.919523, expected=88.000000 predicted=77.949645, expected=64.000000 predicted=77.738025, expected=48.000000 predicted=60.857198, expected=48.000000 predicted=105.277831, expected=88.000000 predicted=79.457286, expected=116.000000 predicted=95.116633, expected=76.000000 predicted=68.669632, expected=68.000000 predicted=67.046137, expected=72.000000 predicted=65.748811, expected=80.000000 predicted=78.630674, expected=48.000000 predicted=79.640189, expected=80.000000 predicted=79.690760, expected=92.000000 predicted=78.402399, expected=72.000000 predicted=67.412266, expected=80.000000 predicted=84.775897, expected=84.000000 predicted=68.074677, expected=56.000000 predicted=66.019634, expected=52.000000 predicted=74.567907, expected=88.000000 predicted=79.917623, expected=148.000000 predicted=105.778917, expected=64.000000 predicted=70.399273, expected=48.000000 predicted=64.212245, expected=92.000000 predicted=81.805594, expected=76.000000 predicted=68.723974, expected=80.000000 predicted=109.885798, expected=128.000000 predicted=100.012369, expected=148.000000 predicted=92.963951, expected=92.000000 predicted=92.247341, expected=40.000000 predicted=70.995423, expected=124.000000 predicted=108.556495, expected=36.000000 predicted=70.259930, expected=84.000000 predicted=112.264399, expected=100.000000 predicted=101.968065, expected=76.000000 predicted=47.822672, expected=92.000000 predicted=112.995442, expected=60.000000 predicted=51.992979, expected=44.000000 predicted=64.385005, expected=64.000000 predicted=83.532894, expected=64.000000 predicted=64.330429, expected=80.000000 predicted=81.858115, expected=108.000000 predicted=83.881945, expected=60.000000 predicted=52.419890, expected=48.000000 predicted=62.606875, expected=72.000000 predicted=72.289556, expected=56.000000 predicted=60.918648, expected=52.000000 predicted=77.833316, expected=68.000000 predicted=66.396005, expected=108.000000 predicted=73.931454, expected=72.000000 predicted=68.965978, expected=52.000000 predicted=59.898861, expected=52.000000 predicted=59.598457, expected=44.000000 predicted=52.589108, expected=44.000000 predicted=72.199753, expected=96.000000 predicted=81.210119, expected=140.000000 predicted=89.324611, expected=100.000000 predicted=73.916703, expected=100.000000 predicted=82.884539, expected=88.000000 predicted=74.334891, expected=48.000000 predicted=70.179952, expected=72.000000 predicted=106.633223, expected=68.000000 predicted=80.091860, expected=52.000000 predicted=70.796811, expected=116.000000 predicted=102.883518, expected=60.000000 predicted=51.271709, expected=112.000000 predicted=92.526415, expected=64.000000 predicted=71.806835, expected=64.000000 predicted=56.838085, expected=124.000000 predicted=121.665075, expected=116.000000 predicted=79.634254, expected=72.000000 predicted=92.930156, expected=80.000000 predicted=83.193063, expected=40.000000 predicted=53.983194, expected=48.000000 predicted=82.316498, expected=48.000000 predicted=79.759899, expected=100.000000 predicted=78.910128, expected=100.000000 predicted=85.507564, expected=100.000000 predicted=71.086344, expected=68.000000 predicted=66.301705, expected=72.000000 predicted=64.448166, expected=60.000000 predicted=79.658563, expected=100.000000 predicted=94.998401, expected=88.000000 predicted=90.541102, expected=124.000000 predicted=94.551395, expected=60.000000 predicted=70.775000, expected=76.000000 predicted=72.344825, expected=88.000000 predicted=96.083278, expected=76.000000 predicted=74.603416, expected=44.000000 predicted=85.602334, expected=124.000000 predicted=93.251841, expected=104.000000 predicted=83.458003, expected=72.000000 predicted=78.732173, expected=36.000000 predicted=69.273449, expected=76.000000 predicted=61.253609, expected=68.000000 predicted=87.723872, expected=56.000000 predicted=74.938983, expected=128.000000 predicted=102.022759, expected=120.000000 predicted=73.357517, expected=120.000000 predicted=97.533209, expected=68.000000 predicted=79.469810, expected=100.000000 predicted=82.451794, expected=80.000000 predicted=101.618293, expected=64.000000 predicted=86.984439, expected=128.000000 predicted=124.720132, expected=144.000000 predicted=99.199072, expected=80.000000 predicted=89.001325, expected=60.000000 predicted=83.949924, expected=124.000000 predicted=97.370861, expected=32.000000 predicted=70.246975, expected=76.000000 predicted=110.669477, expected=128.000000 predicted=105.478708, expected=192.000000 predicted=109.449733, expected=92.000000 predicted=110.687324, expected=64.000000 predicted=66.085840, expected=60.000000 predicted=80.798085, expected=84.000000 predicted=93.573814, expected=52.000000 predicted=113.558168, expected=112.000000 predicted=100.821445, expected=128.000000 predicted=94.049272, expected=100.000000 predicted=76.434426, expected=56.000000 predicted=81.329216, expected=60.000000 predicted=63.418129, expected=52.000000 predicted=78.128635, expected=64.000000 predicted=88.780340, expected=112.000000 predicted=102.534879, expected=100.000000 predicted=73.830927, expected=96.000000 predicted=80.834828, expected=44.000000 predicted=57.175678, expected=68.000000 predicted=68.927732, expected=44.000000 predicted=75.697183, expected=52.000000 predicted=69.898462, expected=116.000000 predicted=104.790266, expected=112.000000 predicted=70.773077, expected=68.000000 predicted=70.471975, expected=96.000000 predicted=81.707938, expected=52.000000 predicted=52.520376, expected=60.000000 predicted=84.821564, expected=56.000000 predicted=85.693224, expected=84.000000 predicted=69.998969, expected=124.000000 predicted=106.276887, expected=88.000000 predicted=68.182134, expected=48.000000 predicted=62.015137, expected=88.000000 predicted=79.928121, expected=28.000000 predicted=51.051538, expected=60.000000 predicted=88.783463, expected=80.000000 predicted=84.632682, expected=84.000000 predicted=57.550233, expected=116.000000 predicted=103.091851, expected=112.000000 predicted=71.792773, expected=96.000000 predicted=80.507339, expected=76.000000 predicted=84.375805, expected=64.000000 predicted=76.187174, expected=88.000000 predicted=99.429387, expected=152.000000 predicted=124.777738, expected=52.000000 predicted=70.908594, expected=80.000000 predicted=87.722987, expected=108.000000 predicted=91.568160, expected=64.000000 predicted=64.479253, expected=40.000000 predicted=100.923922, expected=60.000000 predicted=61.383782, expected=112.000000 predicted=87.261857, expected=88.000000 predicted=90.098604, expected=48.000000 predicted=61.568462, expected=84.000000 predicted=71.593839, expected=56.000000 predicted=54.529547, expected=52.000000 predicted=77.998006, expected=80.000000 predicted=86.352224, expected=108.000000 predicted=72.233153, expected=80.000000 predicted=79.490102, expected=44.000000 predicted=57.442792, expected=100.000000 predicted=81.488193, expected=64.000000 predicted=65.775709, expected=28.000000 predicted=66.486000, expected=68.000000 predicted=81.368853, expected=104.000000 predicted=66.111620, expected=76.000000 predicted=80.027264, expected=68.000000 predicted=73.119623, expected=80.000000 predicted=60.586913, expected=56.000000 predicted=59.193513, expected=56.000000 predicted=79.713639, expected=112.000000 predicted=93.071765, expected=108.000000 predicted=80.706105, expected=100.000000 predicted=90.292029, expected=84.000000 predicted=79.133859, expected=84.000000 predicted=72.774840, expected=60.000000 predicted=85.376887, expected=40.000000 predicted=73.866048, expected=76.000000 predicted=87.349355, expected=128.000000 predicted=97.768785, expected=76.000000 predicted=74.258622, expected=44.000000 predicted=62.129458, expected=32.000000 predicted=47.176373, expected=48.000000 predicted=56.648671, expected=68.000000 predicted=89.347656, expected=80.000000 predicted=73.092949, expected=120.000000 predicted=81.709913, expected=128.000000 predicted=80.330388, expected=36.000000 predicted=47.019312, expected=68.000000 predicted=80.468166, expected=28.000000 predicted=54.485230, expected=60.000000 predicted=79.595083, expected=56.000000 predicted=90.377552, expected=96.000000 predicted=60.653568, expected=56.000000 predicted=63.318237, expected=56.000000 predicted=45.916609, expected=40.000000 predicted=55.623580, expected=92.000000 predicted=69.089293, expected=140.000000 predicted=110.849047, expected=156.000000 predicted=100.246744, expected=84.000000 predicted=78.122254, expected=76.000000 predicted=72.447505, expected=80.000000 predicted=90.004765, expected=80.000000 predicted=100.051363, expected=128.000000 predicted=136.896112, expected=136.000000 predicted=106.432210, expected=80.000000 predicted=79.596357, expected=76.000000 predicted=89.181458, expected=56.000000 predicted=71.394017, expected=80.000000 predicted=97.347714, expected=52.000000 predicted=90.275707, expected=48.000000 predicted=63.328454, expected=92.000000 predicted=85.283373, expected=60.000000 predicted=52.568230, expected=60.000000 predicted=71.062473, expected=84.000000 predicted=72.929356, expected=64.000000 predicted=51.981227, expected=52.000000 predicted=72.784807, expected=72.000000 predicted=69.389570, expected=100.000000 predicted=75.603305, expected=84.000000 predicted=80.060211, expected=52.000000 predicted=62.722692, expected=60.000000 predicted=62.721429, expected=48.000000 predicted=58.252934, expected=32.000000 predicted=62.205660, expected=92.000000 predicted=87.087590, expected=124.000000 predicted=80.938360, expected=76.000000 predicted=64.754404, expected=56.000000 predicted=64.265974, expected=68.000000 predicted=57.448376, expected=68.000000 predicted=73.360618, expected=76.000000 predicted=95.216470, expected=72.000000 predicted=74.356872, expected=44.000000 predicted=51.582517, expected=80.000000 predicted=76.121451, expected=64.000000 predicted=63.157089, expected=52.000000 predicted=61.735858, expected=56.000000 predicted=68.544074, expected=72.000000 predicted=56.198847, expected=68.000000 predicted=70.522289, expected=76.000000 predicted=70.224612, expected=48.000000 predicted=52.513805, expected=72.000000 predicted=65.503710, expected=56.000000 predicted=63.307514, expected=60.000000 predicted=61.605312, expected=60.000000 predicted=69.745376, expected=88.000000 predicted=65.799338, expected=32.000000 predicted=51.446230, expected=56.000000 predicted=59.846218, expected=52.000000 predicted=57.726048, expected=60.000000 predicted=53.320964, expected=84.000000 predicted=85.690201, expected=108.000000 predicted=67.758275, expected=56.000000 predicted=56.847781, expected=72.000000 predicted=69.295714, expected=72.000000 predicted=68.612924, expected=52.000000 predicted=62.345302, expected=60.000000 predicted=85.518485, expected=116.000000 predicted=83.981214, expected=132.000000 predicted=94.473852, expected=92.000000 predicted=82.755101, expected=60.000000 predicted=68.247034, expected=76.000000 predicted=74.075085, expected=24.000000 predicted=65.007115, expected=56.000000 predicted=91.227274, expected=96.000000 predicted=91.025483, expected=96.000000 predicted=68.442909, expected=60.000000 predicted=71.957837, expected=60.000000 predicted=51.399805, expected=64.000000 predicted=60.980108, expected=56.000000 predicted=70.824892, expected=60.000000 predicted=77.183359, expected=64.000000 predicted=61.996002, expected=68.000000 predicted=62.553839, expected=88.000000 predicted=75.376591, expected=80.000000 predicted=67.385919, expected=56.000000 predicted=60.100628, expected=44.000000 predicted=58.991718, expected=64.000000 predicted=65.697485, expected=48.000000 predicted=63.081953, expected=84.000000 predicted=79.750851, expected=60.000000 predicted=58.119424, expected=96.000000 predicted=69.412827, expected=40.000000 predicted=55.275010, expected=44.000000 predicted=48.156607, expected=68.000000 predicted=78.725615, expected=100.000000 predicted=70.565893, expected=148.000000 predicted=116.945908, expected=92.000000 predicted=67.596053, expected=64.000000 predicted=64.632759, expected=56.000000 predicted=71.841063, expected=48.000000 predicted=68.721597, expected=52.000000 predicted=94.499442, expected=72.000000 predicted=78.848913, expected=108.000000 predicted=82.118087, expected=68.000000 predicted=60.779761, expected=36.000000 predicted=48.956079, expected=48.000000 predicted=57.439850, expected=36.000000 predicted=48.912943, expected=36.000000 predicted=66.998261, expected=36.000000 predicted=52.226868, expected=128.000000 predicted=78.195460, expected=68.000000 predicted=52.317991, expected=68.000000 predicted=56.985428, expected=56.000000 predicted=58.679103, expected=36.000000 predicted=32.322567, expected=44.000000 predicted=84.929128, expected=68.000000 predicted=64.830705, expected=108.000000 predicted=81.966201, expected=32.000000 predicted=43.680267, expected=40.000000 predicted=47.196216, expected=20.000000 predicted=37.810704, expected=32.000000 predicted=42.087201, expected=64.000000 predicted=82.256809, expected=76.000000 predicted=48.805355, expected=112.000000 predicted=75.186779, expected=48.000000 predicted=38.007549, expected=48.000000 predicted=47.640675, expected=48.000000 predicted=60.861328, expected=76.000000 predicted=67.788917, expected=76.000000 predicted=89.466151, expected=76.000000 predicted=62.087649, expected=64.000000 predicted=60.084882, expected=72.000000 predicted=61.671612, expected=56.000000 predicted=65.764916, expected=60.000000 predicted=67.401819, expected=60.000000 predicted=68.167178, expected=44.000000 predicted=52.544940, expected=64.000000 predicted=68.408028, expected=120.000000 predicted=84.914497, expected=56.000000 predicted=53.677324, expected=72.000000 predicted=72.592271, expected=52.000000 predicted=55.387385, expected=32.000000 predicted=43.645619, expected=80.000000 predicted=99.434614, expected=60.000000 predicted=52.901556, expected=88.000000 predicted=77.289644, expected=76.000000 predicted=67.712115, expected=48.000000 predicted=41.255014, expected=48.000000 predicted=68.772675, expected=28.000000 predicted=43.966579, expected=40.000000 predicted=60.753846, expected=60.000000 predicted=65.043749, expected=104.000000 predicted=70.503920, expected=84.000000 predicted=64.311188, expected=128.000000 predicted=81.544193, expected=52.000000 predicted=51.873523, expected=76.000000 predicted=71.859657, expected=68.000000 predicted=89.085611, expected=80.000000 predicted=74.029350, expected=92.000000 predicted=108.706980, expected=28.000000 predicted=41.458640, expected=64.000000 predicted=74.403855, expected=36.000000 predicted=52.052905, expected=20.000000 predicted=44.823784, expected=20.000000 predicted=58.416610, expected=32.000000 predicted=27.239445, expected=56.000000 predicted=54.755486, expected=72.000000 predicted=51.129523, expected=44.000000 predicted=33.637901, expected=72.000000 predicted=50.782191, expected=28.000000 predicted=32.549136, expected=56.000000 predicted=55.145704, expected=80.000000 predicted=75.069729, expected=64.000000 predicted=48.781595, expected=68.000000 predicted=72.658292, expected=48.000000 predicted=42.747051, expected=20.000000 predicted=39.326189, expected=40.000000 predicted=60.510105, expected=36.000000 predicted=45.919301, expected=88.000000 predicted=71.886436, expected=48.000000 predicted=47.142263, expected=76.000000 predicted=50.506321, expected=40.000000 predicted=45.663384, expected=84.000000 predicted=58.103559, expected=44.000000 Test MSE: 742.802
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869])] predicted=11.228686, expected=16.000000 predicted=11.623389, expected=12.000000 predicted=11.780543, expected=8.000000 predicted=13.378771, expected=4.000000 predicted=11.828767, expected=20.000000 predicted=12.674620, expected=44.000000 predicted=17.980985, expected=28.000000 predicted=18.869532, expected=12.000000 predicted=16.670230, expected=28.000000 predicted=21.299144, expected=4.000000 predicted=24.733836, expected=8.000000 predicted=22.057161, expected=28.000000 predicted=17.582414, expected=12.000000 predicted=17.335107, expected=36.000000 predicted=18.684376, expected=24.000000 predicted=16.943067, expected=28.000000 predicted=23.596860, expected=16.000000 predicted=22.040793, expected=16.000000 predicted=23.081373, expected=20.000000 predicted=23.538918, expected=8.000000 predicted=19.811717, expected=20.000000 predicted=18.097793, expected=28.000000 predicted=18.126683, expected=12.000000 predicted=18.079085, expected=36.000000 predicted=19.545951, expected=8.000000 predicted=18.170617, expected=8.000000 predicted=19.685737, expected=12.000000 predicted=15.861447, expected=24.000000 predicted=19.592799, expected=4.000000 predicted=15.385675, expected=24.000000 predicted=12.680091, expected=20.000000 predicted=14.684078, expected=8.000000 predicted=16.645777, expected=8.000000 predicted=13.064151, expected=16.000000 predicted=13.966793, expected=16.000000 predicted=16.650512, expected=4.000000 predicted=11.845947, expected=8.000000 predicted=9.281298, expected=12.000000 predicted=11.002245, expected=24.000000 predicted=14.509994, expected=4.000000 predicted=10.787584, expected=4.000000 predicted=8.612621, expected=4.000000 predicted=8.804417, expected=8.000000 predicted=11.274097, expected=4.000000 predicted=8.150149, expected=12.000000 predicted=5.923278, expected=8.000000 predicted=6.347585, expected=12.000000 predicted=8.136480, expected=8.000000 predicted=8.022554, expected=8.000000 predicted=8.878926, expected=4.000000 predicted=8.435466, expected=20.000000 predicted=10.474919, expected=8.000000 predicted=10.071242, expected=4.000000 predicted=8.565175, expected=8.000000 predicted=7.591513, expected=4.000000 predicted=9.134970, expected=8.000000 predicted=9.109746, expected=4.000000 predicted=5.738289, expected=4.000000 predicted=5.565324, expected=20.000000 predicted=7.864980, expected=12.000000 predicted=8.915455, expected=16.000000 predicted=10.252091, expected=4.000000 predicted=8.625408, expected=16.000000 predicted=12.645762, expected=28.000000 predicted=16.143326, expected=4.000000 predicted=13.941312, expected=4.000000 predicted=10.692741, expected=4.000000 predicted=9.615083, expected=8.000000 predicted=12.998494, expected=12.000000 predicted=10.162896, expected=12.000000 predicted=7.178581, expected=12.000000 predicted=8.153949, expected=24.000000 predicted=11.721598, expected=8.000000 predicted=12.523300, expected=4.000000 predicted=11.683625, expected=8.000000 predicted=10.776025, expected=8.000000 predicted=12.282156, expected=4.000000 predicted=9.663509, expected=4.000000 predicted=5.649863, expected=16.000000 predicted=7.544049, expected=4.000000 predicted=7.576061, expected=40.000000 predicted=12.602519, expected=24.000000 predicted=14.484935, expected=24.000000 predicted=18.823153, expected=12.000000 predicted=17.136116, expected=4.000000 predicted=19.233177, expected=4.000000 predicted=18.395489, expected=44.000000 predicted=20.652449, expected=4.000000 predicted=16.123676, expected=8.000000 predicted=11.587787, expected=36.000000 predicted=14.084148, expected=12.000000 predicted=20.934118, expected=16.000000 predicted=19.752579, expected=8.000000 predicted=11.968574, expected=4.000000 predicted=15.950194, expected=8.000000 predicted=14.254833, expected=4.000000 predicted=9.438392, expected=16.000000 predicted=9.804560, expected=12.000000 predicted=8.369559, expected=20.000000 predicted=10.790595, expected=16.000000 predicted=11.676899, expected=20.000000 predicted=14.815909, expected=32.000000 predicted=18.923104, expected=12.000000 predicted=18.772360, expected=12.000000 predicted=18.163491, expected=12.000000 predicted=16.705999, expected=8.000000 predicted=17.725475, expected=4.000000 predicted=13.451005, expected=8.000000 predicted=9.444376, expected=16.000000 predicted=10.546502, expected=16.000000 predicted=11.027447, expected=28.000000 predicted=13.105423, expected=16.000000 predicted=13.913504, expected=16.000000 predicted=16.420056, expected=4.000000 predicted=15.017001, expected=20.000000 predicted=17.811437, expected=8.000000 predicted=15.621678, expected=4.000000 predicted=11.989954, expected=20.000000 predicted=11.102465, expected=8.000000 predicted=11.616572, expected=28.000000 predicted=15.055294, expected=4.000000 predicted=10.748179, expected=4.000000 predicted=11.854033, expected=16.000000 predicted=12.176760, expected=8.000000 predicted=13.358918, expected=4.000000 predicted=10.517328, expected=12.000000 predicted=7.162171, expected=8.000000 predicted=9.367481, expected=20.000000 predicted=11.732462, expected=8.000000 predicted=9.350910, expected=12.000000 predicted=10.801590, expected=4.000000 predicted=9.790549, expected=4.000000 predicted=10.215154, expected=8.000000 predicted=9.204809, expected=4.000000 predicted=7.318561, expected=8.000000 predicted=6.654188, expected=8.000000 predicted=5.743046, expected=24.000000 predicted=9.823939, expected=12.000000 predicted=10.364980, expected=12.000000 predicted=11.044488, expected=12.000000 predicted=11.504789, expected=8.000000 predicted=13.613119, expected=28.000000 predicted=16.273454, expected=20.000000 predicted=15.514511, expected=8.000000 predicted=14.577071, expected=8.000000 predicted=12.346759, expected=4.000000 predicted=13.454767, expected=32.000000 predicted=18.105623, expected=36.000000 predicted=18.431093, expected=44.000000 predicted=22.305322, expected=20.000000 predicted=21.146577, expected=4.000000 predicted=22.001106, expected=8.000000 predicted=23.552157, expected=8.000000 predicted=22.608791, expected=68.000000 predicted=28.861010, expected=8.000000 predicted=18.877688, expected=4.000000 predicted=14.284552, expected=8.000000 predicted=12.853924, expected=16.000000 predicted=25.276800, expected=12.000000 predicted=20.619450, expected=8.000000 predicted=8.590550, expected=8.000000 predicted=8.594771, expected=8.000000 predicted=10.523972, expected=16.000000 predicted=11.938516, expected=16.000000 predicted=11.414778, expected=12.000000 predicted=11.001627, expected=16.000000 predicted=11.890985, expected=24.000000 predicted=15.600936, expected=16.000000 predicted=16.900588, expected=8.000000 predicted=14.545562, expected=16.000000 predicted=14.895777, expected=16.000000 predicted=17.142688, expected=16.000000 predicted=16.662536, expected=4.000000 predicted=11.722589, expected=8.000000 predicted=11.337623, expected=16.000000 predicted=13.272297, expected=12.000000 predicted=13.087950, expected=20.000000 predicted=12.181562, expected=12.000000 predicted=11.202453, expected=4.000000 predicted=11.956155, expected=12.000000 predicted=12.283546, expected=4.000000 predicted=11.661473, expected=36.000000 predicted=15.760255, expected=16.000000 predicted=13.305991, expected=4.000000 predicted=12.071619, expected=16.000000 predicted=12.227337, expected=12.000000 predicted=17.090848, expected=16.000000 predicted=17.754124, expected=8.000000 predicted=10.835061, expected=20.000000 predicted=13.074102, expected=8.000000 predicted=13.111096, expected=12.000000 predicted=13.121677, expected=20.000000 predicted=13.361025, expected=40.000000 predicted=19.397087, expected=24.000000 predicted=19.838450, expected=8.000000 predicted=16.784210, expected=20.000000 predicted=19.434274, expected=4.000000 predicted=21.385792, expected=28.000000 predicted=22.461229, expected=12.000000 predicted=15.273317, expected=4.000000 predicted=13.319272, expected=4.000000 predicted=10.153571, expected=8.000000 predicted=12.024313, expected=20.000000 predicted=13.792046, expected=8.000000 predicted=9.026078, expected=12.000000 predicted=8.486617, expected=4.000000 predicted=8.422934, expected=20.000000 predicted=13.343144, expected=4.000000 predicted=11.087562, expected=32.000000 predicted=13.810318, expected=12.000000 predicted=12.846660, expected=12.000000 predicted=14.461452, expected=16.000000 predicted=14.004838, expected=12.000000 predicted=16.701745, expected=20.000000 predicted=17.376590, expected=32.000000 predicted=17.242115, expected=8.000000 predicted=16.528063, expected=24.000000 predicted=17.501600, expected=4.000000 predicted=16.249503, expected=24.000000 predicted=20.725243, expected=32.000000 predicted=20.036524, expected=20.000000 predicted=19.840235, expected=24.000000 predicted=18.935366, expected=4.000000 predicted=17.443055, expected=40.000000 predicted=25.421315, expected=12.000000 predicted=22.527923, expected=12.000000 predicted=19.338869, expected=4.000000 predicted=13.440080, expected=24.000000 predicted=19.108854, expected=20.000000 predicted=19.136961, expected=20.000000 predicted=15.227736, expected=28.000000 predicted=16.088741, expected=20.000000 predicted=19.753742, expected=4.000000 predicted=18.993082, expected=8.000000 predicted=16.278306, expected=28.000000 predicted=19.798436, expected=12.000000 predicted=18.177933, expected=8.000000 predicted=12.028155, expected=4.000000 predicted=9.337902, expected=8.000000 predicted=13.285170, expected=12.000000 predicted=12.704298, expected=28.000000 predicted=12.315309, expected=16.000000 predicted=11.938168, expected=16.000000 predicted=12.777774, expected=16.000000 predicted=14.887166, expected=12.000000 predicted=17.939962, expected=16.000000 predicted=17.475444, expected=16.000000 predicted=15.566905, expected=8.000000 predicted=14.232212, expected=8.000000 predicted=12.299304, expected=16.000000 predicted=13.125464, expected=12.000000 predicted=13.525767, expected=4.000000 predicted=10.287984, expected=8.000000 predicted=8.728509, expected=12.000000 predicted=10.832054, expected=16.000000 predicted=12.043009, expected=4.000000 predicted=8.659840, expected=28.000000 predicted=11.502671, expected=4.000000 predicted=12.028709, expected=4.000000 predicted=11.530827, expected=48.000000 predicted=15.982177, expected=8.000000 predicted=18.147847, expected=8.000000 predicted=15.226959, expected=8.000000 predicted=10.530922, expected=24.000000 predicted=20.849429, expected=24.000000 predicted=20.009774, expected=8.000000 predicted=12.500639, expected=24.000000 predicted=14.538615, expected=12.000000 predicted=17.337078, expected=4.000000 predicted=17.140051, expected=32.000000 predicted=16.354310, expected=12.000000 predicted=16.643877, expected=36.000000 predicted=19.660155, expected=8.000000 predicted=15.182606, expected=12.000000 predicted=18.692263, expected=4.000000 predicted=16.360553, expected=36.000000 predicted=20.665539, expected=4.000000 predicted=16.801774, expected=4.000000 predicted=10.900866, expected=4.000000 predicted=9.198196, expected=28.000000 predicted=16.381669, expected=24.000000 predicted=16.405644, expected=8.000000 predicted=10.668482, expected=20.000000 predicted=12.579261, expected=4.000000 predicted=16.025076, expected=24.000000 predicted=19.148353, expected=8.000000 predicted=14.267864, expected=4.000000 Test MSE: 111.346
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355])] predicted=371.525805, expected=360.000000 predicted=422.771621, expected=404.000000 predicted=365.763212, expected=528.000000 predicted=456.767975, expected=328.000000 predicted=372.057732, expected=432.000000 predicted=381.208525, expected=408.000000 predicted=390.698606, expected=284.000000 predicted=351.103420, expected=496.000000 predicted=475.552081, expected=508.000000 predicted=418.054569, expected=580.000000 predicted=500.417858, expected=500.000000 predicted=472.084009, expected=352.000000 predicted=373.321199, expected=432.000000 predicted=461.919893, expected=340.000000 predicted=412.293747, expected=324.000000 predicted=421.643633, expected=660.000000 predicted=534.413882, expected=316.000000 predicted=354.668041, expected=392.000000 predicted=423.105370, expected=364.000000 predicted=364.580455, expected=312.000000 predicted=334.642689, expected=680.000000 predicted=589.712720, expected=308.000000 predicted=342.747299, expected=568.000000 predicted=485.724952, expected=492.000000 predicted=438.929909, expected=372.000000 predicted=391.873708, expected=332.000000 predicted=468.284794, expected=408.000000 predicted=374.839239, expected=256.000000 predicted=385.055601, expected=284.000000 predicted=363.255795, expected=408.000000 predicted=366.386560, expected=620.000000 predicted=454.753096, expected=380.000000 predicted=401.526626, expected=284.000000 predicted=322.609967, expected=404.000000 predicted=362.784942, expected=244.000000 predicted=328.684643, expected=592.000000 predicted=531.762691, expected=528.000000 predicted=441.330520, expected=560.000000 predicted=455.597076, expected=524.000000 predicted=481.301865, expected=368.000000 predicted=376.335450, expected=540.000000 predicted=539.700260, expected=320.000000 predicted=423.984940, expected=300.000000 predicted=417.847007, expected=448.000000 predicted=443.929398, expected=556.000000 predicted=451.505232, expected=332.000000 predicted=424.114530, expected=416.000000 predicted=390.177729, expected=444.000000 predicted=388.490473, expected=168.000000 predicted=324.120777, expected=700.000000 predicted=555.904332, expected=356.000000 predicted=362.883780, expected=460.000000 predicted=451.325438, expected=328.000000 predicted=384.370660, expected=420.000000 predicted=346.386295, expected=332.000000 predicted=458.265378, expected=304.000000 predicted=341.357627, expected=348.000000 predicted=376.875470, expected=424.000000 predicted=369.968292, expected=296.000000 predicted=351.968220, expected=304.000000 predicted=324.766942, expected=368.000000 predicted=334.656471, expected=308.000000 predicted=328.699493, expected=288.000000 predicted=339.534752, expected=300.000000 predicted=299.754511, expected=408.000000 predicted=346.485476, expected=580.000000 predicted=445.497264, expected=292.000000 predicted=334.530444, expected=480.000000 predicted=402.378824, expected=552.000000 predicted=434.057299, expected=456.000000 predicted=451.234859, expected=492.000000 predicted=511.595154, expected=664.000000 predicted=498.967257, expected=636.000000 predicted=564.418742, expected=332.000000 predicted=473.757130, expected=268.000000 predicted=395.263983, expected=472.000000 predicted=459.048391, expected=360.000000 predicted=461.515498, expected=256.000000 predicted=406.298227, expected=428.000000 predicted=370.588241, expected=476.000000 predicted=377.855928, expected=372.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=410.887104, expected=300.000000 predicted=346.765961, expected=448.000000 predicted=368.125160, expected=392.000000 predicted=398.337786, expected=280.000000 predicted=370.830301, expected=524.000000 predicted=429.299521, expected=460.000000 predicted=391.740568, expected=312.000000 predicted=390.606501, expected=332.000000 predicted=368.786519, expected=392.000000 predicted=350.446982, expected=320.000000 predicted=392.676285, expected=280.000000 predicted=352.920330, expected=400.000000 predicted=349.997377, expected=452.000000 predicted=382.023615, expected=256.000000 predicted=332.198807, expected=304.000000 predicted=324.483515, expected=472.000000 predicted=370.107427, expected=268.000000 predicted=333.302484, expected=364.000000 predicted=387.993842, expected=528.000000 predicted=389.571473, expected=516.000000 predicted=420.431713, expected=480.000000 predicted=472.989713, expected=380.000000 predicted=375.600586, expected=848.000000 predicted=593.022334, expected=236.000000 predicted=415.758819, expected=336.000000 predicted=449.929830, expected=364.000000 predicted=405.708508, expected=288.000000 predicted=342.572999, expected=444.000000 predicted=528.635069, expected=296.000000 predicted=294.059903, expected=492.000000 predicted=406.814863, expected=256.000000 predicted=323.289527, expected=416.000000 predicted=366.559559, expected=620.000000 predicted=485.234361, expected=564.000000 predicted=454.747311, expected=364.000000 predicted=447.633973, expected=388.000000 predicted=379.922863, expected=468.000000 predicted=443.265683, expected=336.000000 predicted=446.482495, expected=372.000000 predicted=435.768074, expected=464.000000 predicted=407.139639, expected=424.000000 predicted=407.045215, expected=268.000000 predicted=370.807398, expected=280.000000 predicted=324.419097, expected=456.000000 predicted=390.642697, expected=264.000000 predicted=346.181576, expected=324.000000 predicted=358.455171, expected=352.000000 predicted=315.440594, expected=476.000000 predicted=376.392884, expected=396.000000 predicted=405.150012, expected=536.000000 predicted=418.549377, expected=460.000000 predicted=415.277454, expected=316.000000 predicted=375.251654, expected=324.000000 predicted=396.872783, expected=584.000000 predicted=464.179619, expected=544.000000 predicted=502.023014, expected=448.000000 predicted=464.042846, expected=712.000000 predicted=531.425907, expected=344.000000 predicted=401.566651, expected=340.000000 predicted=470.798555, expected=288.000000 predicted=401.228452, expected=416.000000 predicted=410.382465, expected=464.000000 predicted=499.497858, expected=364.000000 predicted=367.430626, expected=264.000000 predicted=327.089012, expected=544.000000 predicted=412.416777, expected=232.000000 predicted=332.050047, expected=240.000000 predicted=347.273603, expected=504.000000 predicted=397.436355, expected=540.000000 predicted=400.618899, expected=300.000000 predicted=411.787335, expected=328.000000 predicted=329.812809, expected=460.000000 predicted=368.864157, expected=248.000000 predicted=362.529766, expected=364.000000 predicted=413.282472, expected=408.000000 predicted=350.994886, expected=500.000000 predicted=407.714121, expected=336.000000 predicted=393.349725, expected=300.000000 predicted=320.286321, expected=372.000000 predicted=366.386202, expected=376.000000 predicted=375.845491, expected=412.000000 predicted=419.726291, expected=712.000000 predicted=500.225821, expected=712.000000 predicted=522.787693, expected=416.000000 predicted=462.712930, expected=388.000000 predicted=446.199021, expected=308.000000 predicted=392.856394, expected=280.000000 predicted=443.911540, expected=440.000000 predicted=486.960286, expected=272.000000 predicted=333.624183, expected=444.000000 predicted=398.450448, expected=308.000000 predicted=319.973570, expected=280.000000 predicted=306.476677, expected=324.000000 predicted=355.940757, expected=256.000000 predicted=277.027140, expected=392.000000 predicted=377.191288, expected=448.000000 predicted=364.542180, expected=528.000000 predicted=409.328739, expected=404.000000 predicted=390.026803, expected=340.000000 predicted=350.679277, expected=336.000000 predicted=374.030595, expected=268.000000 predicted=350.225637, expected=316.000000 predicted=379.725285, expected=420.000000 predicted=379.271764, expected=468.000000 predicted=391.503671, expected=352.000000 predicted=359.846057, expected=332.000000 predicted=334.725325, expected=396.000000 predicted=364.973470, expected=232.000000 predicted=326.513701, expected=264.000000 predicted=343.180150, expected=428.000000 predicted=361.114958, expected=304.000000 predicted=315.647439, expected=504.000000 predicted=423.462120, expected=552.000000 predicted=405.421805, expected=896.000000 predicted=587.833726, expected=344.000000 predicted=450.189188, expected=312.000000 predicted=402.136155, expected=408.000000 predicted=450.473768, expected=552.000000 predicted=508.422734, expected=348.000000 predicted=531.961528, expected=368.000000 predicted=381.937440, expected=348.000000 predicted=352.185442, expected=248.000000 predicted=331.312650, expected=280.000000 predicted=371.236425, expected=380.000000 predicted=342.503760, expected=504.000000 predicted=405.583076, expected=380.000000 predicted=370.148389, expected=228.000000 predicted=289.742035, expected=312.000000 predicted=316.603468, expected=212.000000 predicted=288.463965, expected=316.000000 predicted=357.279168, expected=364.000000 predicted=337.773443, expected=448.000000 predicted=341.178359, expected=284.000000 predicted=314.275756, expected=328.000000 predicted=305.577905, expected=356.000000 predicted=337.782860, expected=748.000000 predicted=514.185605, expected=232.000000 predicted=360.997796, expected=368.000000 predicted=374.853255, expected=532.000000 predicted=429.725599, expected=356.000000 predicted=373.714868, expected=376.000000 predicted=497.923127, expected=480.000000 predicted=382.366241, expected=316.000000 predicted=359.801974, expected=400.000000 predicted=438.174157, expected=580.000000 predicted=453.065380, expected=584.000000 predicted=478.888770, expected=484.000000 predicted=492.718862, expected=324.000000 predicted=384.746013, expected=676.000000 predicted=532.982044, expected=312.000000 predicted=440.519936, expected=348.000000 predicted=457.309060, expected=364.000000 predicted=409.766414, expected=560.000000 predicted=432.467323, expected=436.000000 predicted=497.940922, expected=408.000000 predicted=395.990959, expected=544.000000 predicted=457.728172, expected=504.000000 predicted=450.288609, expected=384.000000 predicted=467.747732, expected=552.000000 predicted=493.364290, expected=584.000000 predicted=497.244973, expected=576.000000 predicted=548.675706, expected=484.000000 predicted=511.954022, expected=1172.000000 predicted=752.610581, expected=268.000000 predicted=492.862702, expected=328.000000 predicted=525.690314, expected=376.000000 predicted=479.200326, expected=336.000000 predicted=393.157761, expected=304.000000 predicted=576.158586, expected=436.000000 predicted=354.326658, expected=300.000000 predicted=324.040714, expected=412.000000 predicted=384.006343, expected=576.000000 predicted=438.861680, expected=476.000000 predicted=412.263458, expected=840.000000 predicted=613.490634, expected=464.000000 predicted=459.953514, expected=296.000000 predicted=433.854779, expected=312.000000 predicted=446.022538, expected=480.000000 predicted=445.402437, expected=460.000000 predicted=542.553781, expected=340.000000 predicted=401.083318, expected=192.000000 predicted=292.080440, expected=260.000000 predicted=297.238117, expected=220.000000 predicted=307.918271, expected=244.000000 predicted=303.256527, expected=440.000000 predicted=345.399356, expected=420.000000 predicted=314.492887, expected=384.000000 predicted=344.036246, expected=296.000000 predicted=305.657768, expected=364.000000 predicted=330.151107, expected=236.000000 predicted=327.856858, expected=236.000000 predicted=311.795878, expected=332.000000 predicted=326.217810, expected=388.000000 predicted=324.428046, expected=268.000000 predicted=310.873997, expected=296.000000 predicted=287.825130, expected=304.000000 predicted=284.260050, expected=220.000000 predicted=275.564141, expected=272.000000 predicted=305.334185, expected=364.000000 predicted=302.399900, expected=464.000000 predicted=359.982074, expected=512.000000 predicted=404.617059, expected=368.000000 predicted=347.066851, expected=444.000000 predicted=394.710558, expected=264.000000 predicted=343.309944, expected=312.000000 predicted=375.522871, expected=352.000000 predicted=389.320182, expected=320.000000 predicted=333.495388, expected=300.000000 predicted=349.164476, expected=360.000000 predicted=318.827902, expected=340.000000 predicted=326.388754, expected=236.000000 predicted=300.022126, expected=556.000000 predicted=410.328276, expected=432.000000 predicted=371.255312, expected=436.000000 predicted=412.173168, expected=340.000000 predicted=372.582834, expected=368.000000 predicted=343.026671, expected=432.000000 predicted=449.673657, expected=252.000000 predicted=344.638843, expected=288.000000 predicted=351.281618, expected=448.000000 predicted=372.987253, expected=468.000000 predicted=397.456922, expected=428.000000 predicted=420.868337, expected=284.000000 predicted=322.056057, expected=392.000000 predicted=362.426875, expected=652.000000 predicted=501.793466, expected=276.000000 predicted=383.495330, expected=388.000000 predicted=420.566800, expected=508.000000 predicted=409.345274, expected=392.000000 predicted=398.815087, expected=440.000000 predicted=496.835231, expected=540.000000 predicted=429.249398, expected=320.000000 predicted=383.862608, expected=396.000000 predicted=442.488811, expected=536.000000 predicted=450.549449, expected=484.000000 predicted=453.329849, expected=260.000000 predicted=407.446850, expected=344.000000 predicted=362.298133, expected=448.000000 predicted=402.498307, expected=316.000000 predicted=393.155268, expected=288.000000 predicted=370.571181, expected=368.000000 predicted=327.333906, expected=412.000000 predicted=364.735316, expected=308.000000 predicted=362.877774, expected=288.000000 predicted=319.249874, expected=368.000000 predicted=332.290042, expected=316.000000 predicted=331.944690, expected=316.000000 predicted=347.123034, expected=404.000000 predicted=350.903800, expected=476.000000 predicted=379.394926, expected=380.000000 predicted=381.135270, expected=296.000000 predicted=340.673657, expected=444.000000 predicted=386.648530, expected=272.000000 predicted=339.096435, expected=192.000000 predicted=324.710576, expected=300.000000 predicted=319.223388, expected=400.000000 predicted=323.569739, expected=264.000000 predicted=325.723563, expected=284.000000 predicted=292.957818, expected=304.000000 predicted=270.771251, expected=296.000000 predicted=294.572918, expected=384.000000 predicted=359.263088, expected=544.000000 predicted=392.645317, expected=716.000000 predicted=493.835276, expected=428.000000 predicted=426.267098, expected=796.000000 predicted=584.251580, expected=460.000000 predicted=484.668961, expected=272.000000 predicted=456.542738, expected=348.000000 predicted=495.261935, expected=444.000000 predicted=413.414719, expected=472.000000 predicted=530.281612, expected=300.000000 predicted=382.242505, expected=300.000000 predicted=326.046534, expected=472.000000 predicted=396.997750, expected=212.000000 predicted=322.685505, expected=288.000000 predicted=358.592363, expected=444.000000 predicted=355.952944, expected=1108.000000 predicted=632.550235, expected=1228.000000 predicted=822.229791, expected=1120.000000 predicted=820.774478, expected=820.000000 predicted=765.697106, expected=552.000000 predicted=666.780306, expected=632.000000 predicted=823.129933, expected=500.000000 predicted=748.970742, expected=468.000000 predicted=679.131758, expected=260.000000 predicted=485.112548, expected=116.000000 predicted=316.624907, expected=4.000000 predicted=242.223018, expected=32.000000 predicted=176.547935, expected=340.000000 predicted=286.641550, expected=524.000000 predicted=341.088774, expected=620.000000 predicted=404.713574, expected=420.000000 predicted=333.120321, expected=796.000000 predicted=521.488611, expected=488.000000 predicted=478.895146, expected=324.000000 predicted=456.794379, expected=332.000000 predicted=452.681597, expected=676.000000 predicted=519.861785, expected=276.000000 predicted=461.107492, expected=424.000000 predicted=451.982728, expected=268.000000 predicted=324.753695, expected=360.000000 predicted=343.077387, expected=284.000000 predicted=401.764890, expected=316.000000 predicted=302.858668, expected=376.000000 predicted=369.945053, expected=368.000000 predicted=329.721992, expected=380.000000 predicted=368.406012, expected=280.000000 predicted=306.944267, expected=448.000000 predicted=382.443154, expected=248.000000 predicted=312.887815, expected=352.000000 predicted=351.478347, expected=416.000000 predicted=381.462880, expected=396.000000 predicted=351.264506, expected=280.000000 predicted=356.463862, expected=284.000000 predicted=295.261941, expected=256.000000 predicted=294.468598, expected=260.000000 predicted=303.103404, expected=376.000000 predicted=348.383448, expected=348.000000 predicted=315.442428, expected=400.000000 predicted=351.853641, expected=396.000000 predicted=352.213602, expected=580.000000 predicted=440.577726, expected=480.000000 predicted=447.403888, expected=332.000000 predicted=384.382826, expected=336.000000 predicted=385.022213, expected=420.000000 predicted=397.007685, expected=564.000000 predicted=510.412562, expected=688.000000 predicted=566.440676, expected=312.000000 predicted=391.196891, expected=324.000000 predicted=385.069715, expected=392.000000 predicted=401.996249, expected=308.000000 predicted=383.916861, expected=368.000000 predicted=445.408384, expected=360.000000 predicted=343.237416, expected=312.000000 predicted=325.297963, expected=392.000000 predicted=377.915079, expected=336.000000 predicted=331.917772, expected=360.000000 predicted=359.528543, expected=372.000000 predicted=363.849201, expected=468.000000 predicted=395.248832, expected=356.000000 predicted=377.848223, expected=344.000000 predicted=359.116122, expected=312.000000 predicted=342.452263, expected=300.000000 predicted=327.846915, expected=228.000000 predicted=314.455684, expected=260.000000 predicted=288.995977, expected=456.000000 predicted=368.820984, expected=420.000000 predicted=362.458888, expected=280.000000 predicted=318.035179, expected=280.000000 predicted=294.262373, expected=320.000000 predicted=301.114625, expected=300.000000 Test MSE: 21584.866
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355]), array([301.11462524])] predicted=35.199530, expected=12.000000 predicted=34.364752, expected=28.000000 predicted=34.633146, expected=20.000000 predicted=22.017767, expected=4.000000 predicted=17.403940, expected=4.000000 predicted=13.944380, expected=32.000000 predicted=18.248724, expected=36.000000 predicted=27.541589, expected=20.000000 predicted=23.470778, expected=24.000000 predicted=19.231707, expected=36.000000 predicted=24.179102, expected=36.000000 predicted=33.393962, expected=16.000000 predicted=27.179082, expected=12.000000 predicted=19.058690, expected=36.000000 predicted=26.275159, expected=28.000000 predicted=29.226845, expected=20.000000 predicted=27.129395, expected=48.000000 predicted=30.513984, expected=48.000000 predicted=34.909360, expected=32.000000 predicted=37.930938, expected=20.000000 predicted=28.137305, expected=40.000000 predicted=31.768184, expected=24.000000 predicted=33.047629, expected=20.000000 predicted=30.956090, expected=52.000000 predicted=35.544770, expected=84.000000 predicted=51.562263, expected=32.000000 predicted=44.893644, expected=48.000000 predicted=44.124595, expected=44.000000 predicted=37.990097, expected=84.000000 predicted=64.867497, expected=72.000000 predicted=69.089690, expected=84.000000 predicted=68.240159, expected=120.000000 predicted=85.695439, expected=84.000000 predicted=81.579373, expected=12.000000 predicted=61.194036, expected=56.000000 predicted=59.610805, expected=64.000000 predicted=62.843374, expected=32.000000 predicted=63.882331, expected=52.000000 predicted=55.447673, expected=56.000000 predicted=41.873248, expected=52.000000 predicted=54.347105, expected=8.000000 predicted=36.829997, expected=24.000000 predicted=30.123348, expected=24.000000 predicted=29.628437, expected=40.000000 predicted=38.990632, expected=44.000000 predicted=39.361570, expected=52.000000 predicted=37.342968, expected=16.000000 predicted=28.596572, expected=20.000000 predicted=27.091827, expected=28.000000 predicted=28.659027, expected=32.000000 predicted=33.279158, expected=24.000000 predicted=31.493103, expected=104.000000 predicted=54.774472, expected=48.000000 predicted=45.122569, expected=32.000000 predicted=45.621514, expected=20.000000 predicted=30.062803, expected=44.000000 predicted=37.658455, expected=36.000000 predicted=50.762899, expected=56.000000 predicted=47.512921, expected=84.000000 predicted=56.186213, expected=72.000000 predicted=57.600203, expected=40.000000 predicted=52.851598, expected=80.000000 predicted=61.486773, expected=60.000000 predicted=60.446602, expected=52.000000 predicted=66.307382, expected=44.000000 predicted=54.524687, expected=44.000000 predicted=46.701595, expected=24.000000 predicted=45.420139, expected=56.000000 predicted=49.906876, expected=56.000000 predicted=49.211389, expected=56.000000 predicted=52.389834, expected=48.000000 predicted=48.495052, expected=92.000000 predicted=61.699502, expected=72.000000 predicted=66.612157, expected=72.000000 predicted=70.674059, expected=56.000000 predicted=61.251430, expected=48.000000 predicted=55.804390, expected=56.000000 predicted=64.245432, expected=64.000000 predicted=62.522814, expected=172.000000 predicted=106.982873, expected=88.000000 predicted=87.193680, expected=80.000000 predicted=87.077646, expected=44.000000 predicted=62.129915, expected=72.000000 predicted=73.285892, expected=60.000000 predicted=88.239175, expected=60.000000 predicted=69.231090, expected=48.000000 predicted=59.427918, expected=64.000000 predicted=56.837331, expected=80.000000 predicted=69.597953, expected=36.000000 predicted=54.155679, expected=44.000000 predicted=52.651284, expected=40.000000 predicted=44.152523, expected=48.000000 predicted=51.479831, expected=84.000000 predicted=67.599305, expected=76.000000 predicted=61.467346, expected=92.000000 predicted=73.782150, expected=32.000000 predicted=51.612865, expected=48.000000 predicted=54.819997, expected=68.000000 predicted=64.496031, expected=36.000000 predicted=55.267301, expected=44.000000 predicted=56.775990, expected=60.000000 predicted=47.140702, expected=100.000000 predicted=70.777673, expected=40.000000 predicted=58.448036, expected=60.000000 predicted=56.701854, expected=40.000000 predicted=46.759465, expected=12.000000 predicted=40.214644, expected=40.000000 predicted=49.948622, expected=124.000000 predicted=69.955069, expected=64.000000 predicted=65.941506, expected=64.000000 predicted=63.994616, expected=24.000000 predicted=36.204285, expected=52.000000 predicted=51.305003, expected=24.000000 predicted=55.682033, expected=44.000000 predicted=47.455793, expected=104.000000 predicted=68.593558, expected=100.000000 predicted=70.015870, expected=56.000000 predicted=66.287831, expected=40.000000 predicted=48.821128, expected=40.000000 predicted=48.488874, expected=68.000000 predicted=70.639685, expected=80.000000 predicted=75.381042, expected=72.000000 predicted=66.063448, expected=144.000000 predicted=92.155843, expected=44.000000 predicted=63.962306, expected=56.000000 predicted=71.321504, expected=48.000000 predicted=60.647831, expected=64.000000 predicted=66.802875, expected=88.000000 predicted=89.765402, expected=76.000000 predicted=66.539404, expected=84.000000 predicted=73.946981, expected=52.000000 predicted=60.720110, expected=32.000000 predicted=54.404086, expected=60.000000 predicted=63.501139, expected=28.000000 predicted=49.254930, expected=44.000000 predicted=53.884952, expected=124.000000 predicted=74.603948, expected=120.000000 predicted=83.364651, expected=56.000000 predicted=73.221894, expected=88.000000 predicted=71.139333, expected=52.000000 predicted=61.373041, expected=60.000000 predicted=82.668543, expected=56.000000 predicted=72.955897, expected=116.000000 predicted=81.895780, expected=64.000000 predicted=76.097437, expected=48.000000 predicted=61.341642, expected=48.000000 predicted=55.452327, expected=44.000000 predicted=52.805156, expected=60.000000 predicted=70.647899, expected=120.000000 predicted=81.753320, expected=100.000000 predicted=80.139763, expected=56.000000 predicted=67.763589, expected=112.000000 predicted=82.425202, expected=112.000000 predicted=91.267919, expected=76.000000 predicted=98.328061, expected=64.000000 predicted=82.571558, expected=56.000000 predicted=64.338381, expected=136.000000 predicted=106.816562, expected=116.000000 predicted=105.913575, expected=52.000000 predicted=78.729893, expected=36.000000 predicted=60.680610, expected=68.000000 predicted=65.296047, expected=88.000000 predicted=91.240635, expected=40.000000 predicted=68.677812, expected=116.000000 predicted=80.426575, expected=108.000000 predicted=78.715809, expected=56.000000 predicted=75.127903, expected=40.000000 predicted=66.743192, expected=52.000000 predicted=54.417184, expected=36.000000 predicted=63.503591, expected=72.000000 predicted=72.062454, expected=112.000000 predicted=76.502989, expected=64.000000 predicted=62.881493, expected=64.000000 predicted=66.489048, expected=40.000000 predicted=49.695109, expected=44.000000 predicted=58.305369, expected=40.000000 predicted=61.331232, expected=56.000000 predicted=54.543396, expected=84.000000 predicted=65.841672, expected=124.000000 predicted=81.417125, expected=148.000000 predicted=101.672666, expected=64.000000 predicted=75.741155, expected=72.000000 predicted=79.691057, expected=56.000000 predicted=73.185689, expected=104.000000 predicted=101.009976, expected=92.000000 predicted=101.204375, expected=136.000000 predicted=101.738863, expected=60.000000 predicted=77.870831, expected=68.000000 predicted=75.276726, expected=40.000000 predicted=69.694835, expected=64.000000 predicted=72.926967, expected=68.000000 predicted=82.262545, expected=88.000000 predicted=72.475486, expected=72.000000 predicted=70.588166, expected=76.000000 predicted=66.456144, expected=36.000000 predicted=56.455870, expected=28.000000 predicted=50.246359, expected=64.000000 predicted=63.999476, expected=84.000000 predicted=69.790054, expected=120.000000 predicted=89.722602, expected=120.000000 predicted=86.425627, expected=136.000000 predicted=97.940848, expected=108.000000 predicted=100.425817, expected=92.000000 predicted=99.296142, expected=48.000000 predicted=86.180818, expected=96.000000 predicted=98.792476, expected=64.000000 predicted=89.158452, expected=72.000000 predicted=83.712964, expected=76.000000 predicted=78.166134, expected=80.000000 predicted=70.252647, expected=56.000000 predicted=73.212436, expected=100.000000 predicted=80.535421, expected=108.000000 predicted=89.323057, expected=92.000000 predicted=88.976033, expected=40.000000 predicted=67.899559, expected=72.000000 predicted=68.561985, expected=28.000000 predicted=60.440046, expected=16.000000 predicted=52.747786, expected=72.000000 predicted=64.562819, expected=44.000000 predicted=43.952486, expected=28.000000 predicted=46.819975, expected=16.000000 predicted=25.903719, expected=24.000000 predicted=23.888377, expected=44.000000 predicted=45.527017, expected=24.000000 predicted=31.837482, expected=92.000000 predicted=55.275652, expected=64.000000 predicted=47.822789, expected=48.000000 predicted=47.544979, expected=16.000000 predicted=36.024629, expected=60.000000 predicted=44.737705, expected=64.000000 predicted=65.426100, expected=40.000000 predicted=51.200330, expected=80.000000 predicted=61.310402, expected=72.000000 predicted=53.538408, expected=32.000000 predicted=51.713281, expected=28.000000 predicted=45.785577, expected=56.000000 predicted=47.111426, expected=36.000000 predicted=50.910475, expected=52.000000 predicted=54.425826, expected=144.000000 predicted=82.337388, expected=96.000000 predicted=74.491706, expected=52.000000 predicted=68.623077, expected=40.000000 predicted=50.963235, expected=60.000000 predicted=58.990156, expected=40.000000 predicted=74.002648, expected=68.000000 predicted=70.284301, expected=52.000000 predicted=52.555771, expected=104.000000 predicted=72.102262, expected=24.000000 predicted=49.440165, expected=32.000000 predicted=43.278851, expected=36.000000 predicted=46.722870, expected=40.000000 predicted=43.336595, expected=40.000000 predicted=56.905307, expected=80.000000 predicted=51.797205, expected=76.000000 predicted=57.558827, expected=20.000000 predicted=39.279215, expected=36.000000 predicted=41.754383, expected=32.000000 predicted=36.693177, expected=68.000000 predicted=61.990714, expected=44.000000 predicted=53.665189, expected=52.000000 predicted=42.433954, expected=112.000000 predicted=71.861330, expected=72.000000 predicted=62.044330, expected=28.000000 predicted=55.530006, expected=72.000000 predicted=60.379194, expected=28.000000 predicted=44.254983, expected=64.000000 predicted=73.213050, expected=84.000000 predicted=69.772230, expected=76.000000 predicted=60.022712, expected=56.000000 predicted=65.698594, expected=76.000000 predicted=60.076596, expected=64.000000 predicted=65.723639, expected=40.000000 predicted=61.316121, expected=72.000000 predicted=68.330437, expected=76.000000 predicted=65.331022, expected=64.000000 predicted=68.947759, expected=48.000000 predicted=58.528156, expected=68.000000 predicted=57.801820, expected=68.000000 predicted=67.043783, expected=40.000000 predicted=57.876157, expected=56.000000 predicted=58.235037, expected=84.000000 predicted=64.412261, expected=88.000000 predicted=75.702868, expected=60.000000 predicted=67.670149, expected=56.000000 predicted=56.974503, expected=32.000000 predicted=48.774931, expected=60.000000 predicted=64.160519, expected=60.000000 predicted=64.728750, expected=76.000000 predicted=65.440803, expected=88.000000 predicted=71.655643, expected=40.000000 predicted=48.835305, expected=56.000000 predicted=60.100361, expected=60.000000 predicted=59.043254, expected=96.000000 predicted=79.170664, expected=60.000000 predicted=71.442743, expected=104.000000 predicted=76.479979, expected=112.000000 predicted=87.219875, expected=40.000000 predicted=64.013714, expected=40.000000 predicted=67.955572, expected=56.000000 predicted=57.432999, expected=88.000000 predicted=82.362956, expected=80.000000 predicted=84.431665, expected=80.000000 predicted=67.310974, expected=144.000000 predicted=95.193504, expected=72.000000 predicted=77.459240, expected=92.000000 predicted=94.014656, expected=60.000000 predicted=75.323808, expected=44.000000 predicted=66.021776, expected=48.000000 predicted=78.946204, expected=112.000000 predicted=82.847984, expected=112.000000 predicted=94.910498, expected=80.000000 predicted=79.162620, expected=80.000000 predicted=73.874058, expected=44.000000 predicted=58.239343, expected=60.000000 predicted=78.082272, expected=60.000000 predicted=74.828768, expected=64.000000 predicted=67.507135, expected=108.000000 predicted=85.870611, expected=68.000000 predicted=64.749248, expected=60.000000 predicted=66.581793, expected=68.000000 predicted=66.393115, expected=76.000000 predicted=70.725539, expected=92.000000 predicted=90.231169, expected=84.000000 predicted=78.137269, expected=84.000000 predicted=77.321446, expected=48.000000 predicted=64.667857, expected=40.000000 predicted=59.768070, expected=68.000000 predicted=70.904217, expected=68.000000 predicted=69.417476, expected=76.000000 predicted=74.297275, expected=84.000000 predicted=68.965241, expected=108.000000 predicted=79.484165, expected=64.000000 predicted=73.089967, expected=32.000000 predicted=57.978749, expected=56.000000 predicted=63.156667, expected=56.000000 predicted=63.620616, expected=72.000000 predicted=77.215884, expected=132.000000 predicted=91.308838, expected=60.000000 predicted=60.901538, expected=60.000000 predicted=67.234624, expected=40.000000 predicted=53.663810, expected=80.000000 predicted=72.298067, expected=44.000000 predicted=74.855985, expected=72.000000 predicted=64.597659, expected=68.000000 predicted=63.268228, expected=80.000000 predicted=64.672191, expected=84.000000 predicted=79.064592, expected=32.000000 predicted=49.440230, expected=56.000000 predicted=62.467467, expected=60.000000 predicted=60.681513, expected=68.000000 predicted=68.570270, expected=76.000000 predicted=73.504762, expected=120.000000 predicted=79.327367, expected=56.000000 predicted=66.159792, expected=52.000000 predicted=63.670313, expected=48.000000 predicted=59.165439, expected=68.000000 predicted=67.795794, expected=80.000000 predicted=85.368662, expected=140.000000 predicted=94.460170, expected=72.000000 predicted=73.716954, expected=84.000000 predicted=77.010474, expected=80.000000 predicted=78.637687, expected=76.000000 predicted=80.520951, expected=56.000000 predicted=87.909418, expected=92.000000 predicted=79.653586, expected=104.000000 predicted=90.036391, expected=108.000000 predicted=94.600429, expected=48.000000 predicted=71.191872, expected=60.000000 predicted=65.288220, expected=132.000000 predicted=101.749106, expected=32.000000 predicted=70.989404, expected=60.000000 predicted=79.038393, expected=116.000000 predicted=79.103237, expected=124.000000 predicted=92.838279, expected=80.000000 predicted=102.364924, expected=52.000000 predicted=60.517309, expected=68.000000 predicted=69.849854, expected=56.000000 predicted=77.944358, expected=56.000000 predicted=78.034807, expected=112.000000 predicted=86.825143, expected=92.000000 predicted=75.807455, expected=68.000000 predicted=74.569649, expected=76.000000 predicted=72.433670, expected=80.000000 predicted=72.738796, expected=56.000000 predicted=79.139294, expected=152.000000 predicted=110.269963, expected=76.000000 predicted=79.728390, expected=72.000000 predicted=82.240421, expected=44.000000 predicted=67.415265, expected=28.000000 predicted=49.032589, expected=76.000000 predicted=90.358461, expected=40.000000 Test MSE: 748.231
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expected=588.000000 predicted=761.322582, expected=476.000000 predicted=799.426645, expected=1060.000000 predicted=1207.310696, expected=1396.000000 predicted=1169.875008, expected=644.000000 predicted=593.746144, expected=736.000000 predicted=770.108253, expected=604.000000 predicted=553.646874, expected=252.000000 predicted=594.070834, expected=764.000000 predicted=1080.688650, expected=740.000000 predicted=640.007084, expected=1284.000000 predicted=1010.035621, expected=704.000000 predicted=648.300800, expected=360.000000 predicted=368.605297, expected=552.000000 predicted=703.058147, expected=472.000000 predicted=543.436275, expected=520.000000 predicted=855.293848, expected=1180.000000 predicted=956.990791, expected=968.000000 predicted=630.068571, expected=744.000000 predicted=684.913725, expected=436.000000 predicted=511.948347, expected=468.000000 predicted=504.827180, expected=300.000000 predicted=686.476743, expected=340.000000 predicted=622.293084, expected=456.000000 predicted=581.159144, expected=852.000000 predicted=635.356498, expected=292.000000 predicted=347.894902, expected=304.000000 predicted=358.885084, expected=324.000000 predicted=347.296752, expected=256.000000 Test MSE: 165362.622
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array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355]), array([301.11462524]), array([90.35846104]), array([347.2967517])] predicted=19.838930, expected=12.000000 predicted=22.416592, expected=12.000000 predicted=24.704477, expected=52.000000 predicted=23.993351, expected=4.000000 predicted=17.826379, expected=4.000000 predicted=16.421462, expected=8.000000 predicted=12.634151, expected=4.000000 predicted=15.819877, expected=4.000000 predicted=15.018522, expected=20.000000 predicted=7.893844, expected=24.000000 predicted=11.655892, expected=16.000000 predicted=12.463578, expected=32.000000 predicted=15.965084, expected=12.000000 predicted=16.347119, expected=44.000000 predicted=26.003872, expected=24.000000 predicted=24.897239, expected=16.000000 predicted=23.313130, expected=32.000000 predicted=25.779392, expected=40.000000 predicted=29.129550, expected=4.000000 predicted=26.692547, expected=28.000000 predicted=23.034141, expected=20.000000 predicted=22.497215, expected=48.000000 predicted=32.129385, expected=4.000000 predicted=23.115664, expected=16.000000 predicted=17.942555, expected=28.000000 predicted=23.774352, expected=24.000000 predicted=25.346625, expected=8.000000 predicted=21.693733, expected=12.000000 predicted=13.475513, expected=20.000000 predicted=18.374890, expected=4.000000 predicted=16.738585, expected=24.000000 predicted=16.205944, expected=20.000000 predicted=14.531173, expected=12.000000 predicted=15.335181, expected=12.000000 predicted=14.429237, expected=16.000000 predicted=14.167838, expected=28.000000 predicted=20.202861, expected=20.000000 predicted=18.390053, expected=16.000000 predicted=16.433364, expected=32.000000 predicted=20.366796, expected=8.000000 predicted=19.356448, expected=12.000000 predicted=19.227716, expected=8.000000 predicted=15.151371, expected=16.000000 predicted=16.436455, expected=8.000000 predicted=14.802816, expected=28.000000 predicted=14.042635, expected=28.000000 predicted=17.125443, expected=8.000000 predicted=14.957031, expected=12.000000 predicted=15.106610, expected=12.000000 predicted=15.239079, expected=12.000000 predicted=18.035733, expected=68.000000 predicted=26.990099, expected=16.000000 predicted=20.481962, expected=16.000000 predicted=20.300310, expected=4.000000 predicted=17.037816, expected=4.000000 predicted=20.737173, expected=24.000000 predicted=26.142798, expected=12.000000 predicted=13.734259, expected=8.000000 predicted=11.055653, expected=20.000000 predicted=10.930040, expected=24.000000 predicted=15.897996, expected=28.000000 predicted=20.478322, expected=8.000000 predicted=14.989259, expected=8.000000 predicted=14.290224, expected=12.000000 predicted=16.570722, expected=36.000000 predicted=22.093288, expected=12.000000 predicted=17.906768, expected=16.000000 predicted=14.022448, expected=24.000000 predicted=16.737443, expected=20.000000 predicted=20.707855, expected=24.000000 predicted=22.835926, expected=32.000000 predicted=21.081504, expected=28.000000 predicted=23.946407, expected=12.000000 predicted=22.189855, expected=16.000000 predicted=20.889496, expected=24.000000 predicted=23.347401, expected=28.000000 predicted=25.227360, expected=24.000000 predicted=22.310727, expected=12.000000 predicted=17.694838, expected=4.000000 predicted=16.523176, expected=12.000000 predicted=17.767611, expected=8.000000 predicted=15.979037, expected=16.000000 predicted=14.038078, expected=40.000000 predicted=16.658658, expected=8.000000 predicted=13.591117, expected=12.000000 predicted=14.326120, expected=20.000000 predicted=15.938370, expected=4.000000 predicted=17.417747, expected=16.000000 predicted=18.013635, expected=16.000000 predicted=12.365102, expected=28.000000 predicted=17.311108, expected=20.000000 predicted=17.168298, expected=8.000000 predicted=13.638812, expected=16.000000 predicted=16.459567, expected=8.000000 predicted=16.038129, expected=12.000000 predicted=16.549140, expected=20.000000 predicted=14.588782, expected=28.000000 predicted=16.169843, expected=24.000000 predicted=18.040777, expected=24.000000 predicted=18.221873, expected=36.000000 predicted=23.640481, expected=8.000000 predicted=22.219901, expected=48.000000 predicted=29.081604, expected=36.000000 predicted=29.481684, expected=12.000000 predicted=27.029451, expected=16.000000 predicted=23.806338, expected=20.000000 predicted=22.857806, expected=8.000000 predicted=25.446107, expected=4.000000 predicted=16.228584, expected=8.000000 predicted=10.936492, expected=40.000000 predicted=18.578178, expected=24.000000 predicted=18.452997, expected=4.000000 predicted=12.602834, expected=28.000000 predicted=16.116389, expected=32.000000 predicted=23.465581, expected=32.000000 predicted=28.830343, expected=8.000000 predicted=19.175242, expected=32.000000 predicted=21.831151, expected=16.000000 predicted=24.643210, expected=24.000000 predicted=25.402760, expected=20.000000 predicted=21.603234, expected=24.000000 predicted=20.700906, expected=12.000000 predicted=21.058910, expected=12.000000 predicted=17.482176, expected=28.000000 predicted=20.848523, expected=36.000000 predicted=23.589333, expected=36.000000 predicted=25.336512, expected=32.000000 predicted=24.615393, expected=24.000000 predicted=26.167431, expected=4.000000 predicted=24.973989, expected=8.000000 predicted=23.192445, expected=32.000000 predicted=25.137755, expected=24.000000 predicted=22.833921, expected=12.000000 predicted=16.812413, expected=12.000000 predicted=13.088872, expected=16.000000 predicted=17.104075, expected=12.000000 predicted=19.125024, expected=4.000000 predicted=13.226766, expected=8.000000 predicted=10.339429, expected=4.000000 predicted=9.350304, expected=28.000000 predicted=13.906878, expected=56.000000 predicted=21.387905, expected=24.000000 predicted=19.623392, expected=12.000000 predicted=18.338324, expected=28.000000
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
predicted=23.113609, expected=12.000000 predicted=27.277399, expected=36.000000 predicted=31.204903, expected=36.000000 predicted=25.059651, expected=28.000000 predicted=25.045098, expected=32.000000 predicted=27.686415, expected=36.000000 predicted=29.316925, expected=24.000000 predicted=31.999186, expected=28.000000 predicted=30.601959, expected=12.000000 predicted=25.447945, expected=40.000000 predicted=30.460564, expected=16.000000 predicted=26.023194, expected=28.000000 predicted=25.257378, expected=52.000000 predicted=30.106655, expected=16.000000 predicted=26.420098, expected=12.000000 predicted=26.109963, expected=24.000000 predicted=23.166217, expected=12.000000 predicted=25.198686, expected=8.000000 predicted=22.060114, expected=28.000000 predicted=17.103655, expected=12.000000 predicted=15.961968, expected=28.000000 predicted=19.876488, expected=16.000000 predicted=15.981147, expected=12.000000 predicted=16.758562, expected=8.000000 predicted=16.670259, expected=4.000000 predicted=13.003582, expected=8.000000 predicted=13.644792, expected=8.000000 predicted=9.930499, expected=4.000000 predicted=7.517149, expected=20.000000 predicted=9.351021, expected=32.000000 predicted=13.763963, expected=16.000000 predicted=14.354386, expected=4.000000 predicted=11.687242, expected=8.000000 predicted=12.176464, expected=8.000000 predicted=15.363517, expected=36.000000 predicted=20.731573, expected=12.000000 predicted=13.796934, expected=4.000000 predicted=10.307344, expected=20.000000 predicted=13.413436, expected=20.000000 predicted=17.581618, expected=16.000000 predicted=19.431790, expected=36.000000 predicted=18.286853, expected=28.000000 predicted=20.035247, expected=28.000000 predicted=24.622799, expected=8.000000 predicted=20.236477, expected=8.000000 predicted=19.551567, expected=16.000000 predicted=21.671813, expected=24.000000 predicted=20.912945, expected=48.000000 predicted=24.810737, expected=32.000000 predicted=21.855063, expected=20.000000 predicted=22.153555, expected=12.000000 predicted=22.208440, expected=8.000000 predicted=23.478576, expected=16.000000 predicted=24.909531, expected=8.000000 predicted=17.003911, expected=24.000000 predicted=16.098127, expected=32.000000 predicted=17.465071, expected=4.000000 predicted=13.893707, expected=12.000000 predicted=14.607531, expected=8.000000 predicted=13.303137, expected=16.000000 predicted=18.069741, expected=12.000000 predicted=14.924032, expected=16.000000 predicted=11.258696, expected=40.000000 predicted=18.716195, expected=16.000000 predicted=17.211337, expected=32.000000 predicted=21.970467, expected=4.000000 predicted=16.843141, expected=8.000000 predicted=18.985094, expected=8.000000 predicted=18.261077, expected=8.000000 predicted=13.918299, expected=20.000000 predicted=15.258337, expected=12.000000 predicted=9.746084, expected=4.000000 predicted=9.068574, expected=12.000000 predicted=9.911510, expected=4.000000 predicted=9.765689, expected=4.000000 predicted=9.963180, expected=20.000000 predicted=10.173402, expected=16.000000 predicted=10.581038, expected=32.000000 predicted=15.985791, expected=4.000000 predicted=10.907712, expected=44.000000 predicted=20.813589, expected=24.000000 predicted=22.862688, expected=16.000000 predicted=22.580014, expected=60.000000 predicted=30.739857, expected=44.000000 predicted=32.424004, expected=36.000000 predicted=37.958438, expected=12.000000 predicted=27.173365, expected=16.000000 predicted=28.974536, expected=88.000000 predicted=48.965331, expected=40.000000 predicted=41.116245, expected=16.000000 predicted=31.907257, expected=4.000000 predicted=22.572236, expected=52.000000 predicted=40.258012, expected=32.000000 predicted=42.449791, expected=16.000000 predicted=26.021457, expected=68.000000 predicted=31.486924, expected=20.000000 predicted=30.321663, expected=24.000000 predicted=35.935774, expected=24.000000 predicted=28.237090, expected=40.000000 predicted=34.445088, expected=28.000000 predicted=35.073906, expected=24.000000 predicted=25.883095, expected=72.000000 predicted=37.162913, expected=24.000000 predicted=33.980995, expected=32.000000 predicted=36.433861, expected=8.000000 predicted=27.756898, expected=8.000000 predicted=29.138303, expected=4.000000 predicted=25.592008, expected=20.000000 predicted=18.068093, expected=24.000000 predicted=17.465464, expected=28.000000 predicted=15.873554, expected=28.000000 predicted=17.924661, expected=48.000000 predicted=25.950316, expected=20.000000 predicted=26.572285, expected=36.000000 predicted=30.634658, expected=16.000000 predicted=27.512327, expected=40.000000 predicted=33.144138, expected=68.000000 predicted=40.532882, expected=44.000000 predicted=37.524743, expected=20.000000 predicted=34.120217, expected=36.000000 predicted=35.301722, expected=12.000000 predicted=36.383505, expected=20.000000 predicted=35.348139, expected=52.000000 predicted=32.911606, expected=56.000000 predicted=34.961968, expected=16.000000 predicted=29.803805, expected=28.000000 predicted=27.865211, expected=44.000000 predicted=36.155559, expected=20.000000 predicted=37.286771, expected=12.000000 predicted=28.938473, expected=32.000000 predicted=25.098600, expected=44.000000 predicted=32.200949, expected=32.000000 predicted=31.516445, expected=16.000000 predicted=23.710719, expected=36.000000 predicted=28.261153, expected=24.000000 predicted=30.721983, expected=24.000000 predicted=30.329385, expected=20.000000 predicted=24.574804, expected=52.000000 predicted=30.629702, expected=20.000000 predicted=28.553640, expected=12.000000 predicted=24.134455, expected=44.000000 predicted=29.098416, expected=4.000000 predicted=24.200587, expected=8.000000 predicted=24.353637, expected=28.000000 predicted=19.275500, expected=32.000000 predicted=22.956795, expected=16.000000 predicted=22.348450, expected=4.000000 predicted=12.980944, expected=28.000000 predicted=19.759745, expected=24.000000 predicted=22.938284, expected=16.000000 predicted=20.523900, expected=8.000000 predicted=14.518363, expected=24.000000 predicted=17.602281, expected=32.000000 predicted=23.378612, expected=12.000000 predicted=18.790437, expected=8.000000 predicted=15.483951, expected=16.000000 predicted=16.263782, expected=4.000000 predicted=16.096512, expected=20.000000 predicted=16.978425, expected=12.000000 predicted=11.514228, expected=20.000000 predicted=13.953020, expected=4.000000 predicted=11.398979, expected=12.000000 predicted=12.027161, expected=16.000000 predicted=14.309091, expected=8.000000 predicted=12.034236, expected=28.000000 predicted=15.879992, expected=16.000000 predicted=13.133058, expected=4.000000 predicted=13.206604, expected=20.000000 predicted=15.417760, expected=16.000000 predicted=15.321714, expected=40.000000 predicted=23.040732, expected=16.000000 predicted=17.146218, expected=8.000000 predicted=15.992596, expected=8.000000 predicted=16.879815, expected=12.000000 predicted=17.442185, expected=36.000000 predicted=22.782429, expected=52.000000 predicted=23.696547, expected=36.000000 predicted=24.207155, expected=52.000000 predicted=32.041418, expected=32.000000 predicted=34.135486, expected=8.000000 predicted=34.219310, expected=12.000000 predicted=31.407324, expected=12.000000 predicted=25.833646, expected=12.000000 predicted=23.186566, expected=32.000000 predicted=20.111737, expected=52.000000 predicted=23.379973, expected=20.000000 predicted=21.659613, expected=12.000000 predicted=20.797056, expected=28.000000 predicted=25.062323, expected=12.000000 predicted=26.137928, expected=32.000000 predicted=28.778327, expected=52.000000 predicted=27.503484, expected=64.000000 predicted=35.383813, expected=44.000000 predicted=37.343029, expected=32.000000 predicted=35.964202, expected=8.000000 predicted=34.625993, expected=20.000000 predicted=37.278223, expected=20.000000 predicted=33.073936, expected=36.000000 predicted=29.985270, expected=16.000000 predicted=21.365688, expected=4.000000 predicted=15.130641, expected=32.000000 predicted=22.196572, expected=36.000000 predicted=25.727752, expected=16.000000 predicted=23.492452, expected=20.000000 predicted=19.347023, expected=16.000000 predicted=18.946612, expected=16.000000 predicted=23.405229, expected=36.000000 predicted=25.627397, expected=12.000000 predicted=18.106659, expected=28.000000 predicted=22.115325, expected=28.000000 predicted=22.014541, expected=20.000000 predicted=23.270315, expected=28.000000 predicted=25.841118, expected=40.000000 predicted=26.606272, expected=56.000000 predicted=35.744566, expected=56.000000 predicted=38.831005, expected=32.000000 predicted=35.906425, expected=44.000000 predicted=41.545057, expected=20.000000 predicted=38.861160, expected=16.000000 predicted=37.308506, expected=36.000000 predicted=35.611382, expected=24.000000 predicted=29.159090, expected=12.000000 predicted=25.172607, expected=32.000000 predicted=23.588969, expected=12.000000 predicted=20.695300, expected=20.000000 predicted=23.891228, expected=20.000000 predicted=19.493896, expected=8.000000 predicted=16.596515, expected=36.000000 predicted=23.639292, expected=12.000000 predicted=16.621092, expected=12.000000 predicted=18.039949, expected=16.000000 predicted=16.292293, expected=28.000000 predicted=20.017615, expected=56.000000 predicted=30.670254, expected=60.000000 predicted=32.549491, expected=80.000000 predicted=44.623088, expected=28.000000 predicted=39.263621, expected=40.000000 predicted=46.329937, expected=32.000000 predicted=46.897011, expected=12.000000 predicted=41.521791, expected=4.000000 predicted=31.361855, expected=28.000000 predicted=25.061650, expected=16.000000 predicted=22.989830, expected=8.000000 predicted=16.837611, expected=24.000000 predicted=15.425889, expected=64.000000 predicted=28.760910, expected=44.000000 predicted=32.685563, expected=36.000000 predicted=31.314844, expected=32.000000 predicted=31.251696, expected=12.000000 predicted=31.852526, expected=52.000000 predicted=43.651238, expected=12.000000 predicted=29.407331, expected=28.000000 predicted=29.963091, expected=28.000000 predicted=26.089803, expected=16.000000 predicted=24.261228, expected=12.000000 predicted=23.949432, expected=32.000000 predicted=22.200725, expected=12.000000 Test MSE: 226.238
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355]), array([301.11462524]), array([90.35846104]), array([347.2967517]), array([22.20072466])] predicted=24.657691, expected=36.000000 predicted=32.037737, expected=36.000000 predicted=23.966650, expected=48.000000 predicted=32.109186, expected=16.000000 predicted=25.807872, expected=28.000000 predicted=26.263868, expected=32.000000 predicted=34.276707, expected=56.000000 predicted=39.971810, expected=28.000000 predicted=35.749759, expected=28.000000 predicted=26.635680, expected=24.000000 predicted=31.022868, expected=24.000000 predicted=31.353268, expected=24.000000 predicted=33.955938, expected=24.000000 predicted=25.646939, expected=28.000000 predicted=26.236717, expected=20.000000 predicted=23.368423, expected=28.000000 predicted=24.824327, expected=12.000000 predicted=21.408453, expected=24.000000 predicted=22.688057, expected=32.000000 predicted=26.704101, expected=24.000000 predicted=22.942569, expected=36.000000 predicted=27.248015, expected=48.000000 predicted=30.065379, expected=36.000000 predicted=32.235823, expected=12.000000 predicted=27.085460, expected=24.000000 predicted=27.802348, expected=32.000000 predicted=33.775515, expected=16.000000 predicted=29.422408, expected=24.000000 predicted=25.147847, expected=64.000000 predicted=32.671068, expected=52.000000 predicted=36.998249, expected=24.000000 predicted=30.816649, expected=24.000000 predicted=28.646698, expected=12.000000 predicted=29.251313, expected=8.000000 predicted=32.634865, expected=12.000000 predicted=25.558174, expected=28.000000 predicted=21.315722, expected=20.000000 predicted=19.097277, expected=24.000000 predicted=16.925853, expected=20.000000 predicted=17.163026, expected=40.000000 predicted=24.960231, expected=36.000000 predicted=29.958046, expected=12.000000 predicted=21.115846, expected=12.000000 predicted=21.210960, expected=12.000000 predicted=20.636412, expected=16.000000 predicted=23.783770, expected=28.000000 predicted=23.905258, expected=36.000000 predicted=21.365543, expected=12.000000 predicted=16.186630, expected=20.000000 predicted=18.228057, expected=12.000000 predicted=18.997015, expected=16.000000 predicted=20.960406, expected=32.000000 predicted=26.175089, expected=16.000000 predicted=16.747798, expected=52.000000 predicted=28.257159, expected=80.000000 predicted=40.999272, expected=72.000000 predicted=45.534638, expected=36.000000 predicted=41.223034, expected=36.000000 predicted=39.846198, expected=36.000000 predicted=50.019313, expected=12.000000 predicted=44.237534, expected=4.000000 predicted=31.909595, expected=12.000000 predicted=22.582710, expected=16.000000 predicted=21.500756, expected=28.000000 predicted=23.109637, expected=20.000000 predicted=16.037079, expected=56.000000 predicted=27.300073, expected=52.000000 predicted=34.143734, expected=60.000000 predicted=39.888431, expected=36.000000 predicted=38.881311, expected=24.000000 predicted=32.987210, expected=36.000000 predicted=44.045293, expected=8.000000 predicted=31.914975, expected=48.000000 predicted=41.105245, expected=32.000000 predicted=33.564794, expected=16.000000 predicted=23.064196, expected=8.000000 predicted=21.934315, expected=12.000000 predicted=16.716894, expected=8.000000 predicted=21.777454, expected=12.000000 predicted=16.281866, expected=16.000000 predicted=13.706850, expected=40.000000 predicted=20.887467, expected=12.000000 predicted=15.515087, expected=24.000000 predicted=17.120103, expected=32.000000 predicted=24.206613, expected=28.000000 predicted=24.712410, expected=20.000000 predicted=26.333205, expected=48.000000 predicted=30.016921, expected=24.000000 predicted=28.243130, expected=28.000000 predicted=28.690045, expected=28.000000 predicted=29.334400, expected=32.000000 predicted=28.863728, expected=24.000000 predicted=31.793104, expected=36.000000 predicted=29.481247, expected=36.000000 predicted=32.119413, expected=28.000000 predicted=29.461477, expected=12.000000 predicted=24.447093, expected=28.000000 predicted=26.564253, expected=16.000000 predicted=25.691011, expected=20.000000 predicted=23.739511, expected=28.000000 predicted=24.742011, expected=68.000000 predicted=36.094652, expected=16.000000 predicted=27.213021, expected=16.000000 predicted=20.767075, expected=16.000000 predicted=24.429145, expected=12.000000 predicted=22.362435, expected=36.000000 predicted=35.756890, expected=16.000000 predicted=18.424219, expected=40.000000 predicted=24.870144, expected=36.000000 predicted=28.097042, expected=12.000000 predicted=19.674196, expected=16.000000 predicted=24.396439, expected=4.000000 predicted=16.262135, expected=24.000000 predicted=24.655740, expected=40.000000 predicted=29.281674, expected=40.000000 predicted=25.621442, expected=28.000000 predicted=24.363837, expected=24.000000 predicted=22.158368, expected=24.000000 predicted=27.646135, expected=28.000000 predicted=31.502171, expected=24.000000 predicted=28.970569, expected=28.000000 predicted=26.610732, expected=28.000000 predicted=26.376604, expected=28.000000 predicted=26.555826, expected=8.000000 predicted=20.658215, expected=24.000000 predicted=22.900352, expected=20.000000 predicted=23.594941, expected=24.000000 predicted=23.059841, expected=24.000000 predicted=23.157929, expected=16.000000 predicted=16.746777, expected=12.000000 predicted=18.337113, expected=4.000000 predicted=13.968415, expected=12.000000 predicted=15.549405, expected=52.000000 predicted=28.864815, expected=24.000000 predicted=21.578158, expected=12.000000 predicted=14.906199, expected=16.000000 predicted=16.489065, expected=16.000000 predicted=19.380046, expected=4.000000 predicted=21.337958, expected=24.000000 predicted=18.798452, expected=32.000000 predicted=20.854311, expected=28.000000 predicted=21.325526, expected=12.000000 predicted=16.740604, expected=28.000000 predicted=19.831099, expected=20.000000 predicted=23.692258, expected=16.000000 predicted=22.000051, expected=20.000000 predicted=21.641756, expected=24.000000 predicted=19.868596, expected=48.000000 predicted=31.833364, expected=32.000000 predicted=27.630051, expected=24.000000 predicted=23.953135, expected=8.000000 predicted=20.591369, expected=8.000000 predicted=19.650547, expected=12.000000 predicted=23.790630, expected=44.000000 predicted=28.872395, expected=56.000000 predicted=33.859416, expected=32.000000 predicted=24.745445, expected=8.000000 predicted=17.715581, expected=20.000000 predicted=23.521482, expected=16.000000 predicted=29.283692, expected=28.000000 predicted=31.663038, expected=28.000000 predicted=25.550160, expected=20.000000 predicted=17.773373, expected=32.000000 predicted=25.112860, expected=16.000000 predicted=20.740276, expected=28.000000 predicted=25.802612, expected=8.000000 predicted=20.017650, expected=36.000000 predicted=25.191619, expected=16.000000 predicted=23.746410, expected=20.000000 predicted=18.616310, expected=28.000000 predicted=25.253426, expected=56.000000 predicted=31.593456, expected=16.000000 predicted=27.444755, expected=44.000000 predicted=29.330884, expected=32.000000 predicted=32.078589, expected=36.000000 predicted=33.304014, expected=48.000000 predicted=44.265645, expected=56.000000 predicted=39.524759, expected=20.000000 predicted=35.489553, expected=16.000000 predicted=28.336253, expected=48.000000 predicted=40.387716, expected=20.000000 predicted=34.255201, expected=4.000000 predicted=25.173205, expected=20.000000 predicted=21.008195, expected=4.000000 predicted=14.966554, expected=12.000000 predicted=20.779808, expected=20.000000 predicted=16.631511, expected=24.000000 predicted=14.775204, expected=16.000000 predicted=16.726766, expected=8.000000 predicted=10.537558, expected=16.000000 predicted=15.196752, expected=8.000000 predicted=14.507726, expected=16.000000 predicted=16.150311, expected=28.000000 predicted=18.977071, expected=16.000000 predicted=14.399846, expected=8.000000 predicted=13.144046, expected=8.000000 predicted=11.443611, expected=8.000000 predicted=12.803531, expected=20.000000 predicted=18.187091, expected=24.000000 predicted=17.150017, expected=52.000000 predicted=26.024696, expected=60.000000 predicted=34.249987, expected=36.000000 predicted=29.710421, expected=36.000000 predicted=33.887340, expected=32.000000 predicted=35.533252, expected=16.000000 predicted=34.702956, expected=28.000000 predicted=36.829267, expected=32.000000 predicted=32.030334, expected=32.000000 predicted=31.096044, expected=32.000000 predicted=30.224707, expected=44.000000 predicted=31.734079, expected=28.000000 predicted=31.042305, expected=8.000000 predicted=23.557694, expected=16.000000 predicted=24.354949, expected=36.000000 predicted=30.701255, expected=40.000000 predicted=34.718802, expected=28.000000 predicted=26.882165, expected=56.000000 predicted=33.344427, expected=20.000000 predicted=27.402480, expected=36.000000 predicted=34.558767, expected=20.000000 predicted=32.134157, expected=36.000000 predicted=31.639838, expected=40.000000 predicted=40.662958, expected=36.000000 predicted=30.474172, expected=16.000000 predicted=27.785450, expected=32.000000 predicted=28.187139, expected=12.000000 predicted=26.248356, expected=20.000000 predicted=25.856384, expected=44.000000 predicted=33.434040, expected=24.000000 predicted=23.522910, expected=8.000000 predicted=20.186769, expected=8.000000 predicted=14.907367, expected=24.000000 predicted=21.686706, expected=16.000000 predicted=23.883493, expected=16.000000 predicted=17.009394, expected=48.000000 predicted=25.443071, expected=36.000000 predicted=25.577567, expected=24.000000 predicted=25.332816, expected=16.000000 predicted=21.708352, expected=16.000000 predicted=21.237813, expected=12.000000 predicted=25.735885, expected=24.000000 predicted=24.427295, expected=20.000000 predicted=20.353409, expected=20.000000 predicted=17.904169, expected=12.000000 predicted=15.836931, expected=16.000000 predicted=15.686392, expected=24.000000 predicted=21.558930, expected=32.000000 predicted=23.667970, expected=12.000000 predicted=17.735331, expected=12.000000 predicted=14.750378, expected=4.000000 predicted=13.385929, expected=20.000000 predicted=18.698660, expected=4.000000 predicted=15.088163, expected=20.000000 predicted=13.335348, expected=8.000000 predicted=11.387910, expected=12.000000 predicted=9.409493, expected=16.000000 predicted=15.629546, expected=4.000000 predicted=7.606496, expected=4.000000 predicted=10.161658, expected=4.000000 predicted=7.014009, expected=4.000000 predicted=7.053415, expected=48.000000 predicted=22.914782, expected=40.000000 predicted=22.375719, expected=24.000000 predicted=17.963569, expected=4.000000 predicted=13.205295, expected=20.000000 predicted=18.410632, expected=28.000000 predicted=31.753009, expected=52.000000 predicted=36.468912, expected=40.000000 predicted=31.250805, expected=36.000000 predicted=26.303753, expected=36.000000 predicted=33.049649, expected=48.000000 predicted=39.991025, expected=64.000000 predicted=52.317199, expected=44.000000 predicted=44.016485, expected=8.000000 predicted=29.581975, expected=36.000000 predicted=37.485695, expected=48.000000 predicted=45.556546, expected=28.000000 predicted=39.372079, expected=32.000000 predicted=34.142193, expected=52.000000 predicted=34.848907, expected=16.000000 predicted=30.407738, expected=24.000000 predicted=32.525993, expected=36.000000 predicted=32.941775, expected=64.000000 predicted=43.201244, expected=16.000000 predicted=33.366167, expected=12.000000 predicted=20.425240, expected=4.000000 predicted=21.090971, expected=4.000000 predicted=19.170558, expected=16.000000 predicted=26.566891, expected=24.000000 predicted=16.428938, expected=24.000000 predicted=16.278790, expected=20.000000 predicted=14.580458, expected=8.000000 predicted=11.649212, expected=24.000000 predicted=19.833194, expected=40.000000 predicted=28.480117, expected=16.000000 predicted=20.504394, expected=28.000000 predicted=23.149935, expected=40.000000 predicted=27.481584, expected=12.000000 predicted=21.820918, expected=32.000000 predicted=30.764062, expected=8.000000 predicted=18.546768, expected=44.000000 predicted=30.609049, expected=40.000000 predicted=35.508759, expected=28.000000 predicted=23.810381, expected=24.000000 predicted=28.678512, expected=32.000000 predicted=26.404749, expected=24.000000 predicted=32.066991, expected=44.000000 predicted=36.269533, expected=60.000000 predicted=41.305156, expected=56.000000 predicted=41.396806, expected=24.000000 predicted=34.179615, expected=8.000000 predicted=25.930524, expected=28.000000 predicted=36.087440, expected=16.000000 predicted=32.997043, expected=20.000000 predicted=28.548052, expected=48.000000 predicted=31.124104, expected=48.000000 predicted=30.146114, expected=20.000000 predicted=26.466650, expected=88.000000 predicted=48.550060, expected=28.000000 predicted=36.143553, expected=16.000000 predicted=33.782862, expected=20.000000 predicted=35.920949, expected=64.000000 predicted=41.023709, expected=44.000000 predicted=52.633560, expected=32.000000 predicted=31.474095, expected=16.000000 predicted=25.887815, expected=8.000000 predicted=22.146158, expected=28.000000 predicted=36.888619, expected=28.000000 predicted=30.020902, expected=20.000000 predicted=22.776945, expected=40.000000 predicted=26.720336, expected=32.000000 predicted=24.721431, expected=40.000000 predicted=32.462220, expected=40.000000 predicted=34.832126, expected=56.000000 predicted=39.325762, expected=20.000000 predicted=34.018412, expected=28.000000 predicted=32.288420, expected=48.000000 predicted=42.508704, expected=8.000000 predicted=27.297824, expected=24.000000 predicted=32.894611, expected=28.000000 predicted=26.589020, expected=28.000000 predicted=26.657985, expected=16.000000 predicted=27.318194, expected=36.000000 predicted=23.770386, expected=48.000000 predicted=34.195091, expected=16.000000 predicted=24.831873, expected=24.000000 predicted=26.830622, expected=24.000000 predicted=25.142974, expected=4.000000 Test MSE: 222.462
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355]), array([301.11462524]), array([90.35846104]), array([347.2967517]), array([22.20072466]), array([25.14297369])] predicted=92.323057, expected=84.000000 predicted=97.419869, expected=52.000000 predicted=84.906710, expected=140.000000 predicted=90.722655, expected=32.000000 predicted=76.002711, expected=64.000000 predicted=78.683327, expected=76.000000 predicted=74.508975, expected=72.000000 predicted=72.540622, expected=60.000000 predicted=75.727199, expected=116.000000 predicted=71.137810, expected=100.000000 predicted=82.538490, expected=132.000000 predicted=94.842785, expected=116.000000 predicted=99.580905, expected=88.000000 predicted=99.590230, expected=96.000000 predicted=107.114506, expected=124.000000 predicted=110.000377, expected=72.000000 predicted=104.355698, expected=80.000000 predicted=95.380527, expected=168.000000 predicted=107.813481, expected=160.000000 predicted=120.177371, expected=124.000000 predicted=122.370976, expected=24.000000 predicted=97.435753, expected=120.000000 predicted=110.555682, expected=88.000000 predicted=115.422737, expected=172.000000 predicted=120.883390, expected=204.000000 predicted=128.184223, expected=32.000000 predicted=99.563103, expected=8.000000 predicted=96.313677, expected=4.000000 predicted=78.247936, expected=32.000000 predicted=77.555079, expected=60.000000 predicted=63.831694, expected=160.000000 predicted=56.678313, expected=120.000000 predicted=66.692103, expected=40.000000 predicted=63.961718, expected=4.000000 predicted=60.924543, expected=68.000000 predicted=73.504946, expected=148.000000 predicted=98.901932, expected=108.000000 predicted=86.584422, expected=120.000000 predicted=81.396477, expected=52.000000 predicted=76.621818, expected=72.000000 predicted=91.333909, expected=32.000000 predicted=87.573665, expected=172.000000 predicted=99.243844, expected=96.000000 predicted=94.174329, expected=156.000000 predicted=98.337935, expected=76.000000 predicted=97.166661, expected=80.000000 predicted=96.576684, expected=100.000000 predicted=114.980057, expected=68.000000 predicted=95.041865, expected=124.000000 predicted=104.831122, expected=128.000000 predicted=97.878327, expected=16.000000 predicted=81.302098, expected=76.000000 predicted=83.524788, expected=40.000000 predicted=72.965517, expected=68.000000 predicted=77.961431, expected=84.000000 predicted=72.566495, expected=72.000000 predicted=58.565033, expected=28.000000 predicted=59.343622, expected=116.000000 predicted=69.112480, expected=128.000000 predicted=86.333428, expected=96.000000 predicted=88.619041, expected=112.000000 predicted=91.340704, expected=64.000000 predicted=85.641880, expected=64.000000 predicted=95.119289, expected=36.000000 predicted=82.037253, expected=132.000000 predicted=88.090432, expected=96.000000 predicted=87.638202, expected=120.000000 predicted=86.734244, expected=52.000000 predicted=79.586783, expected=72.000000 predicted=80.649481, expected=132.000000 predicted=104.546142, expected=128.000000 predicted=103.363492, expected=124.000000 predicted=106.868244, expected=44.000000 predicted=85.978501, expected=64.000000 predicted=89.768379, expected=52.000000 predicted=90.358159, expected=92.000000 predicted=87.561272, expected=80.000000 predicted=79.174771, expected=36.000000 predicted=58.597878, expected=160.000000 predicted=84.418769, expected=76.000000 predicted=82.425718, expected=120.000000 predicted=95.267239, expected=52.000000 predicted=83.881693, expected=48.000000 predicted=77.238371, expected=136.000000 predicted=103.854074, expected=148.000000 predicted=101.238369, expected=96.000000 predicted=101.130052, expected=76.000000 predicted=87.861221, expected=56.000000 predicted=88.063687, expected=152.000000 predicted=115.330773, expected=48.000000 predicted=96.904479, expected=76.000000 predicted=82.946299, expected=108.000000 predicted=86.375843, expected=88.000000 predicted=88.024034, expected=88.000000 predicted=95.420314, expected=76.000000 predicted=78.411976, expected=88.000000 predicted=86.946184, expected=84.000000 predicted=89.526498, expected=96.000000 predicted=87.517680, expected=92.000000 predicted=87.776672, expected=4.000000 predicted=68.695650, expected=84.000000 predicted=74.714937, expected=64.000000 predicted=71.945343, expected=40.000000 predicted=64.049657, expected=36.000000 predicted=52.801596, expected=156.000000 predicted=67.399990, expected=116.000000 predicted=86.831947, expected=100.000000 predicted=84.896958, expected=112.000000 predicted=90.667103, expected=96.000000 predicted=99.563855, expected=64.000000 predicted=106.844629, expected=164.000000 predicted=112.478900, expected=92.000000 predicted=105.101073, expected=68.000000 predicted=97.412320, expected=80.000000 predicted=91.911780, expected=88.000000 predicted=91.801117, expected=84.000000 predicted=99.046588, expected=68.000000 predicted=79.647914, expected=164.000000 predicted=95.564868, expected=56.000000 predicted=88.485007, expected=32.000000 predicted=77.823841, expected=56.000000 predicted=74.371822, expected=104.000000 predicted=82.370295, expected=52.000000 predicted=80.817364, expected=92.000000 predicted=65.863211, expected=92.000000 predicted=70.780475, expected=136.000000 predicted=90.825282, expected=104.000000 predicted=97.844053, expected=40.000000 predicted=80.795121, expected=52.000000 predicted=82.840235, expected=120.000000 predicted=93.279784, expected=84.000000 predicted=92.737683, expected=88.000000 predicted=82.455844, expected=48.000000 predicted=68.179914, expected=84.000000 predicted=78.181977, expected=96.000000 predicted=89.430293, expected=68.000000 predicted=78.114358, expected=120.000000 predicted=86.078872, expected=112.000000 predicted=88.212346, expected=132.000000 predicted=103.448960, expected=52.000000 predicted=93.414966, expected=36.000000 predicted=81.432340, expected=80.000000 predicted=89.393455, expected=52.000000 predicted=78.562049, expected=52.000000 predicted=69.261729, expected=80.000000 predicted=59.388627, expected=76.000000 predicted=62.813218, expected=72.000000 predicted=69.402418, expected=124.000000 predicted=77.889391, expected=136.000000 predicted=92.066643, expected=112.000000 predicted=100.153976, expected=104.000000 predicted=102.017314, expected=72.000000 predicted=99.481693, expected=4.000000 predicted=87.213881, expected=72.000000 predicted=84.449510, expected=28.000000 predicted=65.992836, expected=20.000000 predicted=50.519785, expected=68.000000 predicted=46.296198, expected=144.000000 predicted=60.641494, expected=48.000000 predicted=63.696663, expected=64.000000 predicted=58.979582, expected=56.000000 predicted=63.015901, expected=88.000000 predicted=78.872120, expected=120.000000 predicted=92.264049, expected=88.000000 predicted=77.142891, expected=36.000000 predicted=71.318151, expected=36.000000 predicted=66.515710, expected=52.000000 predicted=69.826876, expected=68.000000 predicted=70.054674, expected=76.000000 predicted=62.154544, expected=80.000000 predicted=58.420093, expected=136.000000 predicted=77.161901, expected=128.000000 predicted=91.607402, expected=92.000000 predicted=94.911589, expected=76.000000 predicted=94.479880, expected=80.000000 predicted=96.278701, expected=40.000000 predicted=90.733734, expected=72.000000 predicted=82.651156, expected=60.000000 predicted=70.669412, expected=84.000000 predicted=70.364787, expected=104.000000 predicted=76.012875, expected=84.000000 predicted=73.428904, expected=44.000000 predicted=71.848194, expected=48.000000 predicted=67.742834, expected=152.000000 predicted=91.035301, expected=112.000000 predicted=94.565543, expected=124.000000 predicted=95.390716, expected=32.000000 predicted=78.599430, expected=84.000000 predicted=88.471846, expected=156.000000 predicted=116.188333, expected=128.000000 predicted=109.646799, expected=132.000000 predicted=111.041718, expected=120.000000 predicted=105.232309, expected=104.000000 predicted=117.880033, expected=56.000000 predicted=113.469974, expected=88.000000 predicted=104.255831, expected=88.000000 predicted=99.580893, expected=100.000000 predicted=95.077046, expected=100.000000 predicted=90.804357, expected=156.000000 predicted=100.345358, expected=108.000000 predicted=106.522868, expected=112.000000 predicted=109.184253, expected=64.000000 predicted=102.815804, expected=108.000000 predicted=107.540216, expected=128.000000 predicted=116.679288, expected=60.000000 predicted=95.205944, expected=84.000000 predicted=91.878344, expected=104.000000 predicted=91.112329, expected=128.000000 predicted=105.165924, expected=84.000000 predicted=98.605638, expected=60.000000 predicted=82.696134, expected=104.000000 predicted=93.894553, expected=140.000000 predicted=107.131300, expected=144.000000 predicted=114.147664, expected=128.000000 predicted=109.822158, expected=124.000000 predicted=114.079875, expected=104.000000 predicted=121.613298, expected=128.000000 predicted=128.710017, expected=108.000000 predicted=123.117188, expected=172.000000 predicted=130.855353, expected=136.000000 predicted=129.729734, expected=124.000000 predicted=126.979154, expected=144.000000 predicted=135.184538, expected=72.000000 predicted=121.787881, expected=100.000000 predicted=124.605252, expected=252.000000 predicted=146.909865, expected=256.000000 predicted=166.373484, expected=192.000000 predicted=169.615319, expected=384.000000 predicted=214.935414, expected=280.000000 predicted=242.678279, expected=312.000000 predicted=281.144592, expected=492.000000 predicted=330.273302, expected=352.000000 predicted=334.334457, expected=116.000000 predicted=309.049933, expected=208.000000 predicted=282.141320, expected=156.000000 predicted=264.793109, expected=316.000000 predicted=290.847173, expected=564.000000 predicted=317.641985, expected=656.000000 predicted=363.422658, expected=172.000000 predicted=315.512638, expected=120.000000 predicted=284.634062, expected=88.000000 predicted=293.853192, expected=112.000000 predicted=299.057668, expected=108.000000 predicted=237.731953, expected=84.000000 predicted=114.893886, expected=160.000000 predicted=118.707699, expected=92.000000 predicted=105.220616, expected=96.000000 predicted=106.757673, expected=72.000000 predicted=97.425642, expected=72.000000 predicted=91.730723, expected=60.000000 predicted=92.775823, expected=96.000000 predicted=84.110257, expected=120.000000 predicted=92.203550, expected=100.000000 predicted=88.348601, expected=104.000000 predicted=91.752470, expected=76.000000 predicted=87.582540, expected=92.000000 predicted=96.642803, expected=60.000000 predicted=89.908615, expected=56.000000 predicted=78.958823, expected=44.000000 predicted=70.152601, expected=104.000000 predicted=76.622400, expected=76.000000 predicted=75.361618, expected=60.000000 predicted=65.269347, expected=84.000000 predicted=70.390247, expected=84.000000 predicted=74.565986, expected=104.000000 predicted=89.776392, expected=132.000000 predicted=95.084730, expected=132.000000 predicted=101.668264, expected=88.000000 predicted=100.478926, expected=80.000000 predicted=97.543634, expected=72.000000 predicted=96.931148, expected=80.000000 predicted=97.742192, expected=76.000000 predicted=90.017848, expected=112.000000 predicted=88.822207, expected=112.000000 predicted=91.995669, expected=52.000000 predicted=79.023758, expected=60.000000 predicted=77.305514, expected=64.000000 predicted=76.511013, expected=128.000000 predicted=96.046774, expected=128.000000 predicted=99.029024, expected=104.000000 predicted=89.056282, expected=124.000000 predicted=100.409996, expected=88.000000 predicted=100.436891, expected=76.000000 predicted=104.798661, expected=40.000000 predicted=87.956709, expected=88.000000 predicted=87.570803, expected=56.000000 predicted=79.896359, expected=56.000000 predicted=67.364352, expected=120.000000 predicted=78.970304, expected=68.000000 predicted=69.959438, expected=64.000000 predicted=74.306277, expected=48.000000 predicted=63.768769, expected=96.000000 predicted=76.582124, expected=44.000000 predicted=73.888588, expected=96.000000 predicted=72.373308, expected=96.000000 predicted=76.644864, expected=108.000000 predicted=83.240268, expected=44.000000 predicted=76.821602, expected=44.000000 predicted=64.539248, expected=88.000000 predicted=81.190132, expected=68.000000 predicted=76.752268, expected=88.000000 predicted=78.178446, expected=108.000000 predicted=75.848106, expected=100.000000 predicted=82.785566, expected=72.000000 predicted=85.224042, expected=92.000000 predicted=86.203468, expected=56.000000 predicted=82.196114, expected=88.000000 predicted=87.642359, expected=80.000000 predicted=82.914625, expected=104.000000 predicted=84.644909, expected=80.000000 predicted=83.899697, expected=36.000000 predicted=67.001958, expected=48.000000 predicted=69.099383, expected=148.000000 predicted=91.571492, expected=92.000000 predicted=89.811987, expected=104.000000 predicted=86.754782, expected=108.000000 predicted=86.885721, expected=68.000000 predicted=87.732978, expected=72.000000 predicted=98.120970, expected=88.000000 predicted=88.549421, expected=80.000000 predicted=87.778841, expected=124.000000 predicted=96.249059, expected=108.000000 predicted=91.598305, expected=72.000000 predicted=86.744356, expected=36.000000 predicted=76.970312, expected=120.000000 predicted=92.380878, expected=84.000000 predicted=94.154221, expected=48.000000 predicted=76.522182, expected=52.000000 predicted=65.052201, expected=144.000000 predicted=85.819041, expected=196.000000 predicted=123.093787, expected=68.000000 predicted=95.087134, expected=88.000000 predicted=91.126425, expected=88.000000 predicted=98.313225, expected=80.000000 predicted=110.003146, expected=76.000000 predicted=103.617837, expected=116.000000 predicted=88.664493, expected=124.000000 predicted=99.659393, expected=44.000000 predicted=82.400684, expected=112.000000 predicted=92.188063, expected=112.000000 predicted=98.356917, expected=56.000000 predicted=91.501823, expected=100.000000 predicted=93.817752, expected=96.000000 predicted=84.939363, expected=60.000000 predicted=87.693950, expected=76.000000 predicted=83.711803, expected=76.000000 predicted=75.442401, expected=88.000000 predicted=85.155607, expected=48.000000 predicted=72.301739, expected=48.000000 predicted=62.307888, expected=140.000000 predicted=87.157134, expected=92.000000 predicted=84.908871, expected=84.000000 predicted=83.755955, expected=64.000000 predicted=73.695886, expected=48.000000 predicted=72.229566, expected=60.000000 predicted=82.633030, expected=96.000000 predicted=78.723703, expected=124.000000 predicted=86.884644, expected=112.000000 predicted=87.167828, expected=72.000000 predicted=80.323882, expected=108.000000 predicted=93.321430, expected=168.000000 predicted=120.144360, expected=108.000000 predicted=116.768681, expected=128.000000 predicted=116.716750, expected=276.000000 predicted=156.051668, expected=84.000000 predicted=137.236189, expected=104.000000 predicted=139.040494, expected=52.000000 predicted=111.790664, expected=64.000000 predicted=111.418290, expected=68.000000 predicted=115.732965, expected=112.000000 predicted=85.783633, expected=80.000000 predicted=82.857023, expected=52.000000 predicted=66.854075, expected=64.000000 predicted=70.215327, expected=72.000000 predicted=73.821875, expected=124.000000 predicted=92.340129, expected=4.000000 predicted=59.471265, expected=120.000000 predicted=75.709550, expected=96.000000 predicted=81.847224, expected=76.000000 predicted=81.563455, expected=68.000000 predicted=81.884645, expected=108.000000 predicted=76.471082, expected=96.000000 predicted=97.207927, expected=64.000000 predicted=82.933510, expected=72.000000 predicted=78.228283, expected=80.000000 predicted=79.971445, expected=20.000000 predicted=69.005525, expected=56.000000 predicted=64.825785, expected=44.000000 predicted=54.968413, expected=88.000000 predicted=65.165126, expected=76.000000 predicted=64.977167, expected=52.000000 predicted=52.776372, expected=68.000000 predicted=63.161480, expected=144.000000 predicted=85.155331, expected=148.000000 predicted=104.476132, expected=4.000000 predicted=71.412613, expected=88.000000 predicted=79.160630, expected=80.000000 predicted=86.006324, expected=92.000000 predicted=97.814029, expected=64.000000 predicted=82.586812, expected=100.000000 predicted=69.592786, expected=148.000000 predicted=102.551702, expected=112.000000 predicted=100.980862, expected=84.000000 predicted=96.919376, expected=52.000000 predicted=84.324507, expected=88.000000 predicted=95.567206, expected=44.000000 Test MSE: 2910.022
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355]), array([301.11462524]), array([90.35846104]), array([347.2967517]), array([22.20072466]), array([25.14297369]), array([95.56720555])] predicted=12.642397, expected=8.000000 predicted=9.485843, expected=40.000000 predicted=19.863769, expected=8.000000 predicted=14.721174, expected=4.000000 predicted=11.031698, expected=12.000000 predicted=16.786809, expected=12.000000 predicted=13.361740, expected=12.000000 predicted=14.738350, expected=8.000000 predicted=8.983527, expected=4.000000 predicted=7.522184, expected=8.000000 predicted=9.282878, expected=24.000000 predicted=13.986756, expected=12.000000 predicted=11.189354, expected=12.000000 predicted=10.784150, expected=4.000000 predicted=9.522804, expected=16.000000 predicted=13.151582, expected=8.000000 predicted=12.337658, expected=36.000000 predicted=18.394440, expected=4.000000 predicted=11.581787, expected=24.000000 predicted=15.662641, expected=4.000000 predicted=14.327297, expected=32.000000 predicted=19.531471, expected=24.000000 predicted=22.667908, expected=64.000000 predicted=30.991698, expected=20.000000 predicted=26.762058, expected=12.000000 predicted=20.815107, expected=4.000000 predicted=23.910633, expected=4.000000 predicted=18.092002, expected=8.000000 predicted=18.727248, expected=20.000000 predicted=13.366839, expected=4.000000 predicted=7.666389, expected=12.000000 predicted=8.648442, expected=4.000000 predicted=8.153294, expected=12.000000 predicted=9.865111, expected=12.000000 predicted=11.644714, expected=4.000000 predicted=6.619669, expected=12.000000 predicted=9.974299, expected=8.000000 predicted=8.585668, expected=8.000000 predicted=8.779598, expected=12.000000 predicted=10.127072, expected=8.000000 predicted=8.259319, expected=12.000000 predicted=10.285769, expected=16.000000 predicted=11.752270, expected=4.000000 predicted=8.493561, expected=32.000000 predicted=17.342834, expected=12.000000 predicted=13.812497, expected=8.000000 predicted=11.570469, expected=24.000000 predicted=18.455233, expected=8.000000 predicted=12.928322, expected=20.000000 predicted=17.843716, expected=36.000000 predicted=21.961224, expected=28.000000 predicted=21.078277, expected=36.000000 predicted=26.896206, expected=88.000000 predicted=45.755930, expected=56.000000 predicted=45.272941, expected=32.000000 predicted=41.150838, expected=16.000000 predicted=38.142336, expected=24.000000 predicted=38.814700, expected=40.000000 predicted=44.742939, expected=12.000000 predicted=26.995005, expected=68.000000 predicted=38.824142, expected=36.000000 predicted=33.859585, expected=20.000000 predicted=28.220986, expected=12.000000 predicted=29.250075, expected=32.000000 predicted=29.985414, expected=4.000000 predicted=25.700824, expected=4.000000 predicted=15.136727, expected=100.000000 predicted=43.778576, expected=40.000000 predicted=32.260385, expected=8.000000 predicted=24.057357, expected=24.000000 predicted=30.532598, expected=80.000000 predicted=48.453721, expected=20.000000 predicted=41.576916, expected=32.000000 predicted=33.153667, expected=40.000000 predicted=36.943499, expected=88.000000 predicted=52.452146, expected=12.000000 predicted=40.258911, expected=28.000000 predicted=33.688770, expected=20.000000 predicted=37.259656, expected=16.000000 predicted=28.138723, expected=72.000000 predicted=48.895326, expected=28.000000 predicted=27.649870, expected=64.000000 predicted=40.891655, expected=112.000000 predicted=64.737955, expected=8.000000 predicted=38.469134, expected=40.000000 predicted=53.086844, expected=28.000000 predicted=45.872549, expected=4.000000 predicted=34.351515, expected=12.000000 predicted=34.492935, expected=12.000000 predicted=16.112253, expected=4.000000 predicted=14.560535, expected=12.000000 predicted=12.805465, expected=8.000000 predicted=8.397987, expected=4.000000 predicted=7.586752, expected=36.000000 predicted=17.314898, expected=32.000000 predicted=18.363108, expected=4.000000 predicted=12.896754, expected=32.000000 predicted=22.172571, expected=28.000000 predicted=23.128771, expected=76.000000 predicted=41.662381, expected=12.000000 predicted=27.615569, expected=4.000000 predicted=20.531788, expected=8.000000 predicted=25.668031, expected=8.000000 predicted=19.186663, expected=16.000000 predicted=21.559892, expected=8.000000 predicted=9.136409, expected=36.000000 predicted=17.188751, expected=88.000000 predicted=38.710270, expected=112.000000 predicted=56.892935, expected=96.000000 predicted=66.059829, expected=24.000000 predicted=51.532281, expected=24.000000 predicted=54.954462, expected=16.000000 predicted=52.843944, expected=16.000000 predicted=42.205244, expected=4.000000 predicted=26.404101, expected=52.000000 predicted=29.272224, expected=40.000000 predicted=29.038912, expected=4.000000 predicted=16.698168, expected=8.000000 predicted=18.698574, expected=20.000000 predicted=20.567353, expected=24.000000 predicted=24.820799, expected=28.000000 predicted=23.076952, expected=20.000000 predicted=17.602502, expected=12.000000 predicted=16.699783, expected=24.000000 predicted=22.095889, expected=4.000000 predicted=15.444853, expected=8.000000 predicted=14.252739, expected=32.000000 predicted=20.874740, expected=16.000000 predicted=15.362378, expected=8.000000 predicted=13.722402, expected=4.000000 predicted=10.519513, expected=16.000000 predicted=13.971555, expected=16.000000 predicted=16.040240, expected=20.000000 predicted=14.699983, expected=16.000000 predicted=13.959944, expected=24.000000 predicted=17.287475, expected=4.000000 predicted=13.358255, expected=20.000000 predicted=17.180563, expected=8.000000 predicted=14.291290, expected=24.000000 predicted=17.149456, expected=28.000000 predicted=21.077571, expected=20.000000 predicted=16.907560, expected=44.000000 predicted=28.732481, expected=28.000000 predicted=25.507253, expected=16.000000 predicted=23.611342, expected=4.000000 predicted=19.778807, expected=8.000000 predicted=17.041985, expected=20.000000 predicted=20.912599, expected=8.000000 predicted=12.858670, expected=20.000000 predicted=14.364540, expected=4.000000 predicted=9.260672, expected=20.000000 predicted=14.186542, expected=8.000000 predicted=12.852555, expected=4.000000 predicted=8.409520, expected=8.000000 predicted=10.871052, expected=8.000000 predicted=8.105966, expected=16.000000 predicted=12.089264, expected=48.000000 predicted=22.686607, expected=12.000000 predicted=14.532440, expected=8.000000 predicted=13.947674, expected=16.000000 predicted=18.270602, expected=8.000000 predicted=14.960026, expected=16.000000 predicted=18.557260, expected=20.000000 predicted=15.072049, expected=28.000000 predicted=18.168550, expected=80.000000 predicted=39.793581, expected=12.000000 predicted=23.180010, expected=12.000000 predicted=23.226977, expected=44.000000 predicted=36.650228, expected=16.000000 predicted=27.018312, expected=32.000000 predicted=34.112175, expected=4.000000 predicted=16.994345, expected=20.000000 predicted=20.023480, expected=112.000000 predicted=55.429726, expected=8.000000 predicted=25.744988, expected=24.000000 predicted=30.745503, expected=8.000000 predicted=26.474353, expected=8.000000 predicted=24.172410, expected=4.000000 predicted=25.210612, expected=44.000000 predicted=21.560465, expected=12.000000 predicted=15.985249, expected=16.000000 predicted=14.695302, expected=12.000000 predicted=15.681144, expected=8.000000 predicted=13.410455, expected=24.000000 predicted=21.281535, expected=4.000000 predicted=10.774767, expected=8.000000 predicted=11.012267, expected=4.000000 predicted=9.141443, expected=8.000000 predicted=8.698056, expected=8.000000 predicted=9.588763, expected=32.000000 predicted=14.890207, expected=24.000000 predicted=15.993373, expected=24.000000 predicted=17.529374, expected=12.000000 predicted=16.712102, expected=4.000000 predicted=14.021537, expected=32.000000 predicted=24.121691, expected=56.000000 predicted=31.918216, expected=48.000000 predicted=32.816025, expected=16.000000 predicted=24.773229, expected=16.000000 predicted=25.410752, expected=12.000000 predicted=26.580623, expected=16.000000 predicted=25.672050, expected=16.000000 predicted=20.703135, expected=16.000000 predicted=15.395880, expected=24.000000 predicted=18.272479, expected=4.000000 predicted=12.220496, expected=16.000000 predicted=15.374993, expected=16.000000 predicted=15.826921, expected=4.000000 predicted=11.029719, expected=12.000000 predicted=13.010859, expected=4.000000 predicted=8.097944, expected=24.000000 predicted=15.013196, expected=4.000000 predicted=9.560099, expected=8.000000 predicted=8.470168, expected=24.000000 predicted=15.515589, expected=8.000000 predicted=10.605557, expected=4.000000 predicted=10.482588, expected=16.000000 predicted=11.901244, expected=4.000000 predicted=9.002255, expected=24.000000 predicted=15.803971, expected=12.000000 predicted=11.590190, expected=8.000000 predicted=9.968684, expected=16.000000 predicted=14.291724, expected=16.000000 predicted=13.515448, expected=8.000000 predicted=12.896531, expected=8.000000 predicted=10.669737, expected=8.000000 predicted=10.064112, expected=20.000000 predicted=14.276813, expected=20.000000 predicted=14.845808, expected=56.000000 predicted=27.250174, expected=12.000000 predicted=18.486498, expected=40.000000 predicted=27.862027, expected=24.000000 predicted=28.325264, expected=20.000000 predicted=25.784443, expected=20.000000 predicted=28.229138, expected=16.000000 predicted=20.284290, expected=20.000000 predicted=23.150693, expected=4.000000 predicted=14.739955, expected=16.000000 predicted=15.987445, expected=80.000000 predicted=37.674152, expected=20.000000 predicted=24.239139, expected=28.000000 predicted=27.039596, expected=32.000000 predicted=30.771406, expected=4.000000 predicted=23.561193, expected=4.000000 predicted=24.803648, expected=8.000000 predicted=14.661541, expected=24.000000 predicted=18.389513, expected=64.000000 predicted=31.922091, expected=8.000000 predicted=15.819533, expected=4.000000 predicted=14.644244, expected=32.000000 predicted=25.464707, expected=12.000000 predicted=21.184532, expected=8.000000 predicted=19.750636, expected=16.000000 predicted=14.057205, expected=8.000000 predicted=11.747662, expected=28.000000 predicted=19.993947, expected=4.000000 predicted=10.907063, expected=8.000000 predicted=10.769481, expected=16.000000 predicted=14.290180, expected=12.000000 predicted=12.168702, expected=20.000000 predicted=16.166230, expected=12.000000 predicted=11.789427, expected=16.000000 predicted=14.114191, expected=20.000000 predicted=16.944876, expected=84.000000 predicted=38.792539, expected=68.000000 predicted=42.947546, expected=120.000000 predicted=66.624181, expected=48.000000 predicted=56.696196, expected=72.000000 predicted=66.913278, expected=24.000000 predicted=61.535817, expected=176.000000 predicted=100.405161, expected=244.000000 predicted=147.000031, expected=124.000000 predicted=110.315728, expected=40.000000 predicted=91.795684, expected=96.000000 predicted=115.855517, expected=44.000000 predicted=108.597410, expected=44.000000 predicted=92.753290, expected=92.000000 predicted=83.147965, expected=68.000000 predicted=62.746127, expected=88.000000 predicted=77.011583, expected=36.000000 predicted=55.226660, expected=92.000000 predicted=73.913541, expected=12.000000 predicted=54.695238, expected=112.000000 predicted=76.328626, expected=120.000000 predicted=90.278839, expected=64.000000 predicted=65.968561, expected=112.000000 predicted=92.700817, expected=56.000000 predicted=71.577134, expected=84.000000 predicted=90.000756, expected=80.000000 predicted=87.427797, expected=52.000000 predicted=68.813672, expected=72.000000 predicted=76.765253, expected=172.000000 predicted=105.090393, expected=44.000000 predicted=75.116875, expected=40.000000 predicted=68.196872, expected=40.000000 predicted=64.697042, expected=32.000000 predicted=59.178033, expected=40.000000 predicted=63.166332, expected=84.000000 predicted=55.315584, expected=32.000000 predicted=41.414533, expected=68.000000 predicted=52.681017, expected=12.000000 predicted=37.371062, expected=4.000000 predicted=31.191019, expected=28.000000 predicted=39.414734, expected=8.000000 predicted=21.800809, expected=56.000000 predicted=37.595694, expected=36.000000 predicted=26.352628, expected=16.000000 predicted=20.982710, expected=24.000000 predicted=27.148150, expected=4.000000 predicted=18.688231, expected=36.000000 predicted=31.935015, expected=40.000000 predicted=30.077632, expected=36.000000 predicted=27.483590, expected=16.000000 predicted=23.481779, expected=44.000000 predicted=31.033682, expected=28.000000 predicted=32.629153, expected=12.000000 predicted=25.866992, expected=8.000000 predicted=21.152219, expected=24.000000 predicted=22.219697, expected=4.000000 predicted=17.986019, expected=8.000000 predicted=13.290423, expected=72.000000 predicted=32.366539, expected=24.000000 predicted=22.703181, expected=8.000000 predicted=19.399937, expected=4.000000 predicted=15.633245, expected=12.000000 predicted=18.514688, expected=32.000000 predicted=29.940713, expected=12.000000 Test MSE: 704.162
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355]), array([301.11462524]), array([90.35846104]), array([347.2967517]), array([22.20072466]), array([25.14297369]), array([95.56720555]), array([29.9407132])] predicted=41.326842, expected=44.000000 predicted=31.533566, expected=28.000000 predicted=30.174975, expected=36.000000 predicted=33.265075, expected=16.000000 predicted=24.759087, expected=44.000000 predicted=42.910728, expected=4.000000 predicted=17.891115, expected=4.000000 predicted=17.856649, expected=24.000000 predicted=23.841659, expected=8.000000 predicted=12.718353, expected=16.000000 predicted=18.437868, expected=8.000000 predicted=8.569354, expected=36.000000 predicted=24.230153, expected=20.000000 predicted=17.335823, expected=4.000000 predicted=10.897865, expected=8.000000 predicted=13.451466, expected=20.000000 predicted=17.906330, expected=28.000000 predicted=23.084688, expected=12.000000 predicted=13.055090, expected=20.000000 predicted=17.256723, expected=4.000000 predicted=10.097288, expected=8.000000 predicted=14.085269, expected=56.000000 predicted=35.662533, expected=12.000000 predicted=12.160981, expected=16.000000 predicted=19.729911, expected=52.000000 predicted=34.361102, expected=20.000000 predicted=21.713122, expected=56.000000 predicted=45.907239, expected=48.000000 predicted=35.652831, expected=20.000000 predicted=28.702855, expected=44.000000 predicted=43.665407, expected=4.000000 predicted=19.615905, expected=8.000000 predicted=25.871077, expected=24.000000 predicted=25.849539, expected=20.000000 predicted=19.925079, expected=12.000000 predicted=16.945353, expected=8.000000 predicted=10.614765, expected=16.000000 predicted=15.583845, expected=8.000000 predicted=12.231827, expected=36.000000 predicted=25.045185, expected=8.000000 predicted=9.674941, expected=4.000000 predicted=10.884825, expected=8.000000 predicted=11.682554, expected=12.000000 predicted=12.891286, expected=12.000000 predicted=13.609120, expected=4.000000 predicted=6.119001, expected=52.000000 predicted=29.869264, expected=8.000000 predicted=8.924862, expected=20.000000 predicted=20.613610, expected=12.000000 predicted=14.323149, expected=40.000000 predicted=30.231984, expected=36.000000 predicted=30.121804, expected=44.000000 predicted=32.263799, expected=60.000000 predicted=43.071341, expected=48.000000 predicted=40.500217, expected=68.000000 predicted=56.556948, expected=32.000000 predicted=39.546568, expected=16.000000 predicted=35.858613, expected=84.000000 predicted=66.604260, expected=32.000000 predicted=37.499650, expected=20.000000 predicted=37.071197, expected=44.000000 predicted=40.547413, expected=16.000000 predicted=27.089398, expected=40.000000 predicted=43.631815, expected=44.000000 predicted=35.351328, expected=20.000000 predicted=25.919887, expected=8.000000 predicted=22.247469, expected=28.000000 predicted=27.905181, expected=16.000000 predicted=22.390321, expected=20.000000 predicted=23.387199, expected=8.000000 predicted=12.812582, expected=16.000000 predicted=16.837717, expected=12.000000 predicted=14.993665, expected=12.000000 predicted=13.770217, expected=48.000000 predicted=30.517432, expected=16.000000 predicted=14.457434, expected=20.000000 predicted=21.579905, expected=32.000000 predicted=25.689940, expected=44.000000 predicted=33.965413, expected=24.000000 predicted=27.485997, expected=68.000000 predicted=47.332565, expected=44.000000 predicted=36.760503, expected=24.000000 predicted=34.224799, expected=24.000000 predicted=33.726333, expected=36.000000 predicted=37.245516, expected=16.000000 predicted=29.136934, expected=32.000000 predicted=32.342017, expected=16.000000 predicted=20.254734, expected=24.000000 predicted=25.790478, expected=36.000000 predicted=30.182751, expected=44.000000 predicted=33.077478, expected=60.000000 predicted=43.702896, expected=20.000000 predicted=25.456844, expected=76.000000 predicted=57.578478, expected=4.000000 predicted=22.458813, expected=40.000000 predicted=45.491425, expected=12.000000 predicted=25.495259, expected=20.000000 predicted=28.033906, expected=24.000000 predicted=28.768754, expected=16.000000 predicted=17.659240, expected=4.000000 predicted=14.621150, expected=4.000000 predicted=10.622865, expected=4.000000 predicted=9.872414, expected=16.000000 predicted=14.096228, expected=16.000000 predicted=11.741794, expected=20.000000 predicted=13.592804, expected=28.000000 predicted=18.674224, expected=32.000000 predicted=22.838566, expected=4.000000 predicted=12.613509, expected=44.000000 predicted=32.999573, expected=40.000000 predicted=30.165217, expected=44.000000 predicted=36.450760, expected=28.000000 predicted=29.161807, expected=32.000000 predicted=31.845629, expected=28.000000 predicted=33.432436, expected=4.000000 predicted=20.729463, expected=72.000000 predicted=51.249395, expected=80.000000 predicted=51.340772, expected=68.000000 predicted=52.853288, expected=20.000000 predicted=33.341963, expected=16.000000 predicted=34.469431, expected=52.000000 predicted=54.909603, expected=48.000000 predicted=48.292452, expected=36.000000 predicted=39.131043, expected=72.000000 predicted=51.765155, expected=80.000000 predicted=58.375223, expected=56.000000 predicted=55.367786, expected=48.000000 predicted=53.433350, expected=8.000000 predicted=34.196220, expected=76.000000 predicted=68.896013, expected=52.000000 predicted=50.863801, expected=68.000000 predicted=58.851145, expected=56.000000 predicted=50.648330, expected=44.000000 predicted=47.261874, expected=12.000000 predicted=38.248136, expected=4.000000 predicted=29.347347, expected=28.000000 predicted=36.105437, expected=104.000000 predicted=66.024227, expected=64.000000 predicted=45.092042, expected=132.000000 predicted=83.696355, expected=28.000000 predicted=39.519193, expected=28.000000 predicted=54.182871, expected=24.000000 predicted=52.060704, expected=52.000000 predicted=57.622746, expected=24.000000 predicted=42.020828, expected=24.000000 predicted=28.593120, expected=20.000000 predicted=25.482581, expected=36.000000 predicted=33.038033, expected=32.000000 predicted=31.905312, expected=8.000000 predicted=17.711825, expected=24.000000 predicted=25.233795, expected=24.000000 predicted=23.696578, expected=48.000000 predicted=36.675598, expected=24.000000 predicted=24.025475, expected=48.000000 predicted=36.099330, expected=28.000000 predicted=29.117172, expected=4.000000 predicted=20.474416, expected=12.000000 predicted=24.110845, expected=36.000000 predicted=30.217619, expected=32.000000 predicted=28.808377, expected=24.000000 predicted=22.743456, expected=24.000000 predicted=21.792452, expected=24.000000 predicted=24.493221, expected=48.000000 predicted=38.260712, expected=28.000000 predicted=27.884319, expected=40.000000 predicted=34.771766, expected=24.000000 predicted=27.439899, expected=24.000000 predicted=29.311212, expected=72.000000 predicted=52.601977, expected=24.000000 predicted=28.121319, expected=4.000000 predicted=22.841885, expected=28.000000 predicted=30.098457, expected=36.000000 predicted=33.243935, expected=20.000000 predicted=28.107075, expected=24.000000 predicted=23.378852, expected=24.000000 predicted=22.252878, expected=16.000000 predicted=21.862040, expected=12.000000 predicted=19.348882, expected=60.000000 predicted=39.238210, expected=24.000000 predicted=22.830181, expected=40.000000 predicted=33.981648, expected=16.000000 predicted=21.708051, expected=4.000000 predicted=18.838012, expected=28.000000 predicted=31.257271, expected=16.000000 predicted=19.008032, expected=48.000000 predicted=35.091932, expected=20.000000 predicted=18.665367, expected=28.000000 predicted=25.512230, expected=36.000000 predicted=31.362652, expected=44.000000 predicted=35.792106, expected=48.000000 predicted=41.038375, expected=44.000000 predicted=37.910243, expected=32.000000 predicted=35.530431, expected=36.000000 predicted=39.109005, expected=36.000000 predicted=39.023272, expected=48.000000 predicted=44.130814, expected=12.000000 predicted=25.739967, expected=48.000000 predicted=41.858211, expected=12.000000 predicted=23.338811, expected=80.000000 predicted=56.481231, expected=60.000000 predicted=46.135192, expected=56.000000 predicted=47.188891, expected=48.000000 predicted=48.703450, expected=24.000000 predicted=37.548461, expected=64.000000 predicted=61.788794, expected=16.000000 predicted=33.451534, expected=12.000000 predicted=30.600656, expected=4.000000 predicted=20.685078, expected=12.000000 predicted=20.314356, expected=40.000000 predicted=32.307050, expected=48.000000 predicted=29.859159, expected=48.000000 predicted=32.781691, expected=60.000000 predicted=42.107149, expected=20.000000 predicted=29.050002, expected=28.000000 predicted=37.849548, expected=60.000000 predicted=50.825837, expected=16.000000 predicted=29.713594, expected=20.000000 predicted=31.379743, expected=56.000000 predicted=41.496967, expected=36.000000 predicted=34.680444, expected=16.000000 predicted=28.531898, expected=28.000000 predicted=28.611271, expected=16.000000 predicted=23.977700, expected=56.000000 predicted=44.733738, expected=28.000000 predicted=27.277027, expected=32.000000 predicted=30.428501, expected=64.000000 predicted=46.435865, expected=52.000000 predicted=42.971077, expected=24.000000 predicted=35.990631, expected=24.000000 predicted=33.041909, expected=24.000000 predicted=32.961898, expected=36.000000 predicted=39.036415, expected=24.000000 predicted=28.547119, expected=44.000000 predicted=34.959790, expected=4.000000 predicted=16.530616, expected=28.000000 predicted=29.121525, expected=8.000000 predicted=17.933552, expected=16.000000 predicted=20.631142, expected=44.000000 predicted=31.992166, expected=40.000000 predicted=27.334923, expected=32.000000 predicted=28.661469, expected=48.000000 predicted=36.261621, expected=12.000000 predicted=23.180097, expected=8.000000 predicted=24.710615, expected=12.000000 predicted=21.989304, expected=32.000000 predicted=28.359726, expected=32.000000 predicted=27.082016, expected=12.000000 predicted=14.711296, expected=20.000000 predicted=19.615450, expected=28.000000 predicted=24.315524, expected=32.000000 predicted=28.443329, expected=24.000000 predicted=24.098374, expected=56.000000 predicted=38.237149, expected=72.000000 predicted=48.609335, expected=60.000000 predicted=48.373644, expected=16.000000 predicted=31.835929, expected=32.000000 predicted=40.690698, expected=36.000000 predicted=43.250986, expected=8.000000 predicted=28.590784, expected=64.000000 predicted=48.876859, expected=28.000000 predicted=26.467007, expected=20.000000 predicted=28.358203, expected=20.000000 predicted=26.178832, expected=32.000000 predicted=30.173096, expected=44.000000 predicted=39.234115, expected=8.000000 predicted=17.929210, expected=24.000000 predicted=25.593270, expected=88.000000 predicted=54.574842, expected=52.000000 predicted=41.669083, expected=32.000000 predicted=37.759491, expected=24.000000 predicted=31.830619, expected=28.000000 predicted=37.719902, expected=8.000000 predicted=30.272533, expected=16.000000 predicted=25.243067, expected=20.000000 predicted=21.405879, expected=40.000000 predicted=29.338244, expected=32.000000 predicted=25.695315, expected=8.000000 predicted=15.041757, expected=16.000000 predicted=20.592142, expected=20.000000 predicted=22.047614, expected=8.000000 predicted=17.069520, expected=12.000000 predicted=15.666302, expected=32.000000 predicted=21.635653, expected=44.000000 predicted=29.007062, expected=44.000000 predicted=31.445492, expected=28.000000 predicted=26.112566, expected=48.000000 predicted=39.243783, expected=60.000000 predicted=48.041739, expected=40.000000 predicted=41.680099, expected=52.000000 predicted=48.140892, expected=24.000000 predicted=34.186967, expected=28.000000 predicted=38.964292, expected=20.000000 predicted=32.271802, expected=36.000000 predicted=35.839626, expected=16.000000 predicted=24.659963, expected=36.000000 predicted=30.984213, expected=60.000000 predicted=41.760511, expected=12.000000 predicted=21.306739, expected=72.000000 predicted=52.604915, expected=24.000000 predicted=28.323920, expected=28.000000 predicted=36.962762, expected=36.000000 predicted=38.258673, expected=84.000000 predicted=57.312090, expected=28.000000 predicted=37.279076, expected=28.000000 predicted=35.198243, expected=24.000000 predicted=32.827325, expected=32.000000 predicted=37.757656, expected=48.000000 predicted=45.312354, expected=32.000000 predicted=30.798362, expected=40.000000 predicted=36.201798, expected=36.000000 predicted=34.690282, expected=8.000000 predicted=23.920673, expected=12.000000 predicted=25.368214, expected=48.000000 predicted=37.166477, expected=8.000000 predicted=18.215205, expected=52.000000 predicted=38.021081, expected=36.000000 predicted=27.375813, expected=20.000000 predicted=25.694430, expected=36.000000 predicted=35.319281, expected=12.000000 predicted=20.735827, expected=48.000000 predicted=41.404993, expected=40.000000 predicted=33.447988, expected=36.000000 predicted=32.984488, expected=28.000000 predicted=31.021769, expected=12.000000 predicted=22.920486, expected=20.000000 predicted=28.858263, expected=24.000000 predicted=26.610430, expected=60.000000 predicted=41.392044, expected=20.000000 predicted=22.356851, expected=32.000000 predicted=29.761277, expected=36.000000 predicted=32.454777, expected=220.000000 predicted=120.884479, expected=224.000000 predicted=134.109741, expected=264.000000 predicted=174.445174, expected=108.000000 predicted=119.845474, expected=84.000000 predicted=127.627124, expected=8.000000 predicted=104.564317, expected=4.000000 predicted=84.009255, expected=12.000000 predicted=65.749570, expected=40.000000 predicted=46.616339, expected=4.000000 predicted=18.797122, expected=20.000000 predicted=16.913680, expected=28.000000 predicted=21.261292, expected=20.000000 predicted=19.837725, expected=40.000000 predicted=32.181381, expected=40.000000 predicted=29.707405, expected=28.000000 predicted=27.962999, expected=4.000000 predicted=17.341461, expected=28.000000 predicted=27.892648, expected=8.000000 predicted=18.541480, expected=16.000000 predicted=20.308304, expected=12.000000 predicted=14.851173, expected=36.000000 predicted=24.626017, expected=20.000000 predicted=19.710056, expected=20.000000 predicted=18.647744, expected=44.000000 predicted=32.289281, expected=36.000000 predicted=29.940373, expected=48.000000 predicted=39.763590, expected=32.000000 predicted=31.507337, expected=28.000000 predicted=31.431235, expected=16.000000 predicted=27.377354, expected=56.000000 predicted=45.109927, expected=48.000000 predicted=41.911050, expected=12.000000 predicted=23.222811, expected=76.000000 predicted=54.750682, expected=20.000000 predicted=28.235375, expected=28.000000 predicted=36.927778, expected=12.000000 predicted=24.986737, expected=20.000000 predicted=24.921654, expected=40.000000 predicted=38.177498, expected=8.000000 predicted=15.237420, expected=60.000000 predicted=41.674555, expected=36.000000 predicted=30.016739, expected=20.000000 predicted=25.871553, expected=24.000000 predicted=28.921970, expected=28.000000 predicted=28.247230, expected=20.000000 predicted=28.317804, expected=32.000000 predicted=29.505650, expected=24.000000 predicted=23.908503, expected=52.000000 predicted=38.928026, expected=28.000000 predicted=28.626630, expected=16.000000 predicted=23.240517, expected=12.000000 predicted=21.661687, expected=36.000000 predicted=31.862519, expected=4.000000 Test MSE: 671.529
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355]), array([301.11462524]), array([90.35846104]), array([347.2967517]), array([22.20072466]), array([25.14297369]), array([95.56720555]), array([29.9407132]), array([31.86251906])] predicted=125.010803, expected=200.000000 predicted=167.517429, expected=64.000000 predicted=147.954444, expected=52.000000 predicted=119.153210, expected=76.000000 predicted=102.133159, expected=132.000000 predicted=112.386262, expected=140.000000 predicted=127.625255, expected=136.000000 predicted=103.161263, expected=164.000000 predicted=115.798235, expected=44.000000 predicted=105.640279, expected=68.000000 predicted=104.088846, expected=236.000000 predicted=140.528788, expected=176.000000 predicted=153.012554, expected=136.000000 predicted=142.617814, expected=48.000000 predicted=98.068177, expected=132.000000 predicted=120.756726, expected=40.000000 predicted=132.530102, expected=152.000000 predicted=121.889910, expected=284.000000 predicted=152.878285, expected=196.000000 predicted=149.405961, expected=84.000000 predicted=137.350040, expected=48.000000 predicted=103.697068, expected=76.000000 predicted=130.835355, expected=76.000000 predicted=141.981215, expected=84.000000 predicted=105.756177, expected=140.000000 predicted=91.983595, expected=156.000000 predicted=102.039597, expected=140.000000 predicted=114.058942, expected=128.000000 predicted=115.884729, expected=152.000000 predicted=129.041874, expected=80.000000 predicted=128.132709, expected=84.000000 predicted=118.901047, expected=156.000000 predicted=127.868377, expected=212.000000 predicted=149.356622, expected=220.000000 predicted=165.799691, expected=96.000000 predicted=129.450707, expected=132.000000 predicted=133.038448, expected=64.000000 predicted=136.072539, expected=92.000000 predicted=137.542545, expected=148.000000 predicted=140.071929, expected=220.000000 predicted=139.371632, expected=84.000000 predicted=124.733408, expected=68.000000 predicted=94.152414, expected=88.000000 predicted=105.421034, expected=68.000000 predicted=113.100251, expected=40.000000 predicted=102.964096, expected=160.000000 predicted=93.016787, expected=92.000000 predicted=90.567668, expected=188.000000 predicted=114.488274, expected=176.000000 predicted=125.094199, expected=28.000000 predicted=94.683353, expected=48.000000 predicted=102.978388, expected=28.000000 predicted=80.919997, expected=184.000000 predicted=131.395654, expected=164.000000 predicted=131.266505, expected=228.000000 predicted=120.789804, expected=56.000000 predicted=100.597705, expected=164.000000 predicted=116.437290, expected=100.000000 predicted=150.434244, expected=140.000000 predicted=145.022389, expected=92.000000 predicted=139.533568, expected=180.000000 predicted=118.761250, expected=116.000000 predicted=139.281494, expected=84.000000 predicted=109.442366, expected=176.000000 predicted=135.007863, expected=136.000000 predicted=131.608049, expected=104.000000 predicted=135.678285, expected=56.000000 predicted=101.603820, expected=248.000000 predicted=139.048764, expected=56.000000 predicted=138.076093, expected=88.000000 predicted=107.197264, expected=84.000000 predicted=100.853913, expected=128.000000 predicted=104.962818, expected=108.000000 predicted=138.575569, expected=136.000000 predicted=98.341298, expected=200.000000 predicted=130.694513, expected=152.000000 predicted=134.749147, expected=96.000000 predicted=128.861334, expected=156.000000 predicted=134.652537, expected=64.000000 predicted=127.603330, expected=88.000000 predicted=127.311710, expected=108.000000 predicted=115.778332, expected=168.000000 predicted=119.894829, expected=112.000000 predicted=125.727010, expected=128.000000 predicted=105.048779, expected=136.000000 predicted=120.177313, expected=52.000000 predicted=108.139101, expected=76.000000 predicted=110.460638, expected=160.000000 predicted=117.121304, expected=340.000000 predicted=178.519313, expected=64.000000 predicted=139.905625, expected=116.000000 predicted=108.527621, expected=160.000000 predicted=142.029993, expected=68.000000 predicted=144.424984, expected=72.000000 predicted=155.345955, expected=180.000000 predicted=110.995415, expected=68.000000 predicted=110.739642, expected=88.000000 predicted=109.199207, expected=140.000000 predicted=101.780371, expected=220.000000 predicted=133.630417, expected=144.000000 predicted=152.486437, expected=304.000000 predicted=165.285494, expected=304.000000 predicted=206.786133, expected=332.000000 predicted=244.481782, expected=224.000000 predicted=251.470944, expected=68.000000 predicted=186.867243, expected=172.000000 predicted=224.118087, expected=148.000000 predicted=212.740352, expected=120.000000 predicted=190.075901, expected=120.000000 predicted=149.897853, expected=184.000000 predicted=132.415822, expected=104.000000 predicted=143.188247, expected=68.000000 predicted=116.111185, expected=164.000000 predicted=128.429849, expected=160.000000 predicted=138.259738, expected=108.000000 predicted=137.700428, expected=252.000000 predicted=154.352838, expected=240.000000 predicted=170.188317, expected=204.000000 predicted=191.593235, expected=104.000000 predicted=165.170844, expected=280.000000 predicted=191.335307, expected=132.000000 predicted=203.728838, expected=208.000000 predicted=198.739921, expected=304.000000 predicted=225.218140, expected=280.000000 predicted=215.456820, expected=156.000000 predicted=229.757206, expected=140.000000 predicted=178.248261, expected=144.000000 predicted=189.344464, expected=48.000000 predicted=170.404621, expected=156.000000 predicted=167.561671, expected=208.000000 predicted=157.891901, expected=352.000000 predicted=206.068771, expected=320.000000 predicted=233.460617, expected=160.000000 predicted=179.445795, expected=144.000000 predicted=191.595185, expected=116.000000 predicted=187.760035, expected=144.000000 predicted=211.250054, expected=432.000000 predicted=279.499616, expected=348.000000 predicted=255.183322, expected=164.000000 predicted=203.322083, expected=336.000000 predicted=239.946964, expected=100.000000 predicted=205.277427, expected=184.000000 predicted=270.722817, expected=180.000000 predicted=233.518154, expected=212.000000 predicted=192.665986, expected=236.000000 predicted=240.856414, expected=268.000000 predicted=195.948631, expected=272.000000 predicted=231.381231, expected=156.000000 predicted=203.755906, expected=152.000000 predicted=196.508801, expected=164.000000 predicted=199.176307, expected=404.000000 predicted=273.711786, expected=288.000000 predicted=271.032178, expected=464.000000 predicted=290.657024, expected=236.000000 predicted=262.746751, expected=244.000000 predicted=252.411063, expected=1408.000000 predicted=616.233901, expected=224.000000 predicted=509.916255, expected=260.000000 predicted=546.681415, expected=208.000000 predicted=348.630791, expected=96.000000 predicted=453.515612, expected=124.000000 predicted=527.075867, expected=188.000000 predicted=180.613509, expected=212.000000 predicted=196.764332, expected=172.000000 predicted=176.098046, expected=264.000000 predicted=180.717394, expected=200.000000 predicted=191.323170, expected=144.000000 predicted=194.098249, expected=44.000000 predicted=152.237161, expected=164.000000 predicted=156.731881, expected=68.000000 predicted=145.298321, expected=168.000000 predicted=145.182026, expected=244.000000 predicted=149.676390, expected=172.000000 predicted=151.668115, expected=68.000000 predicted=140.810125, expected=120.000000 predicted=121.388306, expected=192.000000 predicted=160.752287, expected=120.000000 predicted=163.495545, expected=68.000000 predicted=121.920854, expected=168.000000 predicted=116.602266, expected=120.000000 predicted=130.442383, expected=132.000000 predicted=142.781234, expected=124.000000 predicted=119.251936, expected=116.000000 predicted=117.592164, expected=92.000000 predicted=123.621275, expected=32.000000 predicted=93.661573, expected=88.000000 predicted=94.216825, expected=184.000000 predicted=115.441952, expected=136.000000 predicted=120.806949, expected=84.000000 predicted=104.187164, expected=92.000000 predicted=90.363803, expected=52.000000 predicted=94.991912, expected=96.000000 predicted=110.624010, expected=140.000000 predicted=106.945660, expected=116.000000 predicted=103.493248, expected=148.000000 predicted=113.270198, expected=140.000000 predicted=113.533314, expected=40.000000 predicted=105.078478, expected=52.000000 predicted=96.701454, expected=128.000000 predicted=101.603538, expected=168.000000 predicted=127.170352, expected=248.000000 predicted=152.612057, expected=140.000000 predicted=129.871537, expected=72.000000 predicted=120.590449, expected=116.000000 predicted=129.648370, expected=56.000000 predicted=124.544546, expected=76.000000 predicted=123.889439, expected=152.000000 predicted=108.164951, expected=208.000000 predicted=127.790937, expected=124.000000 predicted=129.656121, expected=212.000000 predicted=140.822940, expected=60.000000 predicted=121.410603, expected=108.000000 predicted=139.689841, expected=20.000000 predicted=107.378096, expected=88.000000 predicted=101.792129, expected=172.000000 predicted=123.837352, expected=188.000000 predicted=122.569897, expected=124.000000 predicted=123.343648, expected=84.000000 predicted=98.319550, expected=120.000000 predicted=118.275263, expected=112.000000 predicted=133.521295, expected=132.000000 predicted=135.265515, expected=100.000000 predicted=111.801877, expected=100.000000 predicted=104.906277, expected=52.000000 predicted=95.224566, expected=100.000000 predicted=98.500585, expected=68.000000 predicted=91.427381, expected=152.000000 predicted=105.400228, expected=132.000000 predicted=106.578897, expected=140.000000 predicted=112.040244, expected=68.000000 predicted=102.198116, expected=112.000000 predicted=105.381062, expected=52.000000 predicted=102.863020, expected=132.000000 predicted=112.294927, expected=48.000000 predicted=90.311910, expected=44.000000 predicted=72.674715, expected=88.000000 predicted=76.959681, expected=60.000000 predicted=70.113316, expected=100.000000 predicted=87.833494, expected=56.000000 predicted=63.004065, expected=136.000000 predicted=85.504147, expected=232.000000 predicted=126.939333, expected=156.000000 predicted=133.241440, expected=192.000000 predicted=150.402602, expected=176.000000 predicted=148.159612, expected=168.000000 predicted=174.593210, expected=88.000000 predicted=161.731765, expected=204.000000 predicted=164.307383, expected=172.000000 predicted=170.323921, expected=36.000000 predicted=136.834201, expected=160.000000 predicted=134.057831, expected=28.000000 predicted=97.921872, expected=88.000000 predicted=121.437249, expected=88.000000 predicted=93.834117, expected=196.000000 predicted=111.636825, expected=180.000000 predicted=139.861754, expected=124.000000 predicted=117.878156, expected=68.000000 predicted=108.967332, expected=72.000000 predicted=105.114574, expected=112.000000 predicted=126.313058, expected=104.000000 predicted=118.000178, expected=120.000000 predicted=107.275104, expected=304.000000 predicted=148.763344, expected=140.000000 predicted=147.110502, expected=96.000000 predicted=140.985898, expected=64.000000 predicted=110.186082, expected=76.000000 predicted=120.614832, expected=132.000000 predicted=148.795042, expected=232.000000 predicted=144.316854, expected=144.000000 predicted=133.539245, expected=140.000000 predicted=128.363620, expected=96.000000 predicted=118.498621, expected=108.000000 predicted=134.608547, expected=108.000000 predicted=140.489776, expected=112.000000 predicted=120.921492, expected=196.000000 predicted=137.972445, expected=80.000000 predicted=114.645038, expected=84.000000 predicted=109.524749, expected=84.000000 predicted=98.387008, expected=172.000000 predicted=128.878447, expected=108.000000 predicted=130.810382, expected=96.000000 predicted=103.388809, expected=136.000000 predicted=108.298029, expected=136.000000 predicted=122.387586, expected=200.000000 predicted=155.332445, expected=156.000000 predicted=141.571066, expected=140.000000 predicted=141.319295, expected=132.000000 predicted=142.171657, expected=76.000000 predicted=129.830638, expected=164.000000 predicted=149.324828, expected=188.000000 predicted=151.395009, expected=104.000000 predicted=138.285392, expected=136.000000 predicted=130.271230, expected=24.000000 predicted=95.094702, expected=88.000000 predicted=114.833134, expected=132.000000 predicted=117.508347, expected=176.000000 predicted=126.518073, expected=180.000000 predicted=136.642776, expected=76.000000 predicted=101.981361, expected=120.000000 predicted=118.217401, expected=148.000000 predicted=135.099017, expected=52.000000 predicted=125.608363, expected=96.000000 predicted=112.572618, expected=88.000000 predicted=89.315519, expected=228.000000 predicted=140.289635, expected=152.000000 predicted=139.036394, expected=88.000000 predicted=112.655073, expected=84.000000 predicted=105.253014, expected=100.000000 predicted=113.899087, expected=96.000000 predicted=131.630084, expected=116.000000 predicted=112.552186, expected=88.000000 predicted=94.319003, expected=108.000000 predicted=98.664148, expected=96.000000 predicted=99.083798, expected=84.000000 predicted=96.998347, expected=160.000000 predicted=115.005288, expected=84.000000 predicted=102.657550, expected=112.000000 predicted=109.280038, expected=176.000000 predicted=120.371098, expected=116.000000 predicted=123.929048, expected=120.000000 predicted=130.660928, expected=72.000000 predicted=100.717232, expected=92.000000 predicted=110.097743, expected=72.000000 predicted=107.152931, expected=120.000000 predicted=104.184144, expected=180.000000 predicted=121.202919, expected=60.000000 predicted=97.862559, expected=156.000000 predicted=114.526274, expected=40.000000 predicted=89.586817, expected=220.000000 predicted=142.305423, expected=104.000000 predicted=129.761329, expected=160.000000 predicted=129.153382, expected=168.000000 predicted=139.836493, expected=76.000000 predicted=119.266727, expected=156.000000 predicted=149.712257, expected=132.000000 predicted=128.737561, expected=188.000000 predicted=158.587869, expected=64.000000 predicted=125.771200, expected=124.000000 predicted=116.673849, expected=152.000000 predicted=134.745304, expected=68.000000 predicted=122.556828, expected=96.000000 predicted=115.470082, expected=84.000000 predicted=89.317770, expected=60.000000 predicted=97.128459, expected=80.000000 predicted=91.506608, expected=196.000000 predicted=107.581153, expected=500.000000 predicted=217.954409, expected=716.000000 predicted=364.099576, expected=868.000000 predicted=530.900893, expected=288.000000 predicted=398.528031, expected=112.000000 predicted=306.857549, expected=116.000000 predicted=319.273315, expected=432.000000 predicted=483.806170, expected=96.000000 predicted=350.819680, expected=56.000000 predicted=155.967701, expected=76.000000 predicted=105.983036, expected=144.000000 predicted=152.315764, expected=24.000000 predicted=135.957766, expected=96.000000 predicted=82.450763, expected=188.000000 predicted=114.949484, expected=164.000000 predicted=134.394564, expected=216.000000 predicted=161.079256, expected=200.000000 predicted=154.318645, expected=168.000000 predicted=168.022248, expected=44.000000 predicted=132.592239, expected=112.000000 predicted=133.198339, expected=112.000000 predicted=137.865858, expected=112.000000 predicted=130.793626, expected=136.000000 predicted=123.023842, expected=32.000000 predicted=74.914555, expected=132.000000 predicted=107.871836, expected=52.000000 predicted=87.038318, expected=36.000000 predicted=74.295662, expected=108.000000 predicted=86.917665, expected=136.000000 predicted=96.568079, expected=128.000000 predicted=113.682149, expected=52.000000 predicted=75.399793, expected=80.000000 predicted=78.928845, expected=96.000000 predicted=97.616235, expected=188.000000 predicted=136.299117, expected=156.000000 predicted=133.402117, expected=244.000000 predicted=160.050511, expected=48.000000 predicted=113.489977, expected=44.000000 predicted=98.580944, expected=108.000000 predicted=119.377670, expected=72.000000 predicted=110.289499, expected=132.000000 predicted=124.317684, expected=68.000000 predicted=75.430432, expected=152.000000 predicted=105.779686, expected=136.000000 predicted=118.938329, expected=72.000000 predicted=98.622894, expected=128.000000 predicted=113.878685, expected=108.000000 predicted=107.792480, expected=156.000000 predicted=136.825413, expected=132.000000 predicted=127.012757, expected=144.000000 predicted=126.306538, expected=116.000000 predicted=126.223369, expected=184.000000 predicted=148.056764, expected=96.000000 predicted=131.751152, expected=64.000000 predicted=107.082790, expected=52.000000 predicted=90.785235, expected=92.000000 predicted=98.050462, expected=120.000000 predicted=113.556752, expected=132.000000 predicted=106.437275, expected=92.000000 predicted=91.989553, expected=100.000000 predicted=93.498622, expected=88.000000 predicted=97.853196, expected=92.000000 predicted=102.161444, expected=160.000000 predicted=124.016216, expected=104.000000 predicted=109.151303, expected=168.000000 predicted=129.572728, expected=100.000000 predicted=112.906926, expected=92.000000 predicted=110.304870, expected=24.000000 predicted=86.486155, expected=4.000000 predicted=60.055189, expected=88.000000 predicted=82.916875, expected=92.000000 predicted=80.031685, expected=156.000000 predicted=101.448911, expected=84.000000 predicted=77.057573, expected=64.000000 predicted=70.476214, expected=104.000000 Test MSE: 11175.622
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355]), array([301.11462524]), array([90.35846104]), array([347.2967517]), array([22.20072466]), array([25.14297369]), array([95.56720555]), array([29.9407132]), array([31.86251906]), array([70.47621443])] predicted=36.358980, expected=52.000000 predicted=40.185387, expected=24.000000 predicted=34.572354, expected=32.000000 predicted=32.141804, expected=24.000000 predicted=31.460847, expected=32.000000 predicted=31.081130, expected=56.000000 predicted=38.754588, expected=96.000000 predicted=47.475441, expected=48.000000 predicted=48.703817, expected=20.000000 predicted=44.805778, expected=28.000000 predicted=45.230157, expected=8.000000 predicted=36.998205, expected=24.000000 predicted=37.052231, expected=104.000000 predicted=45.007850, expected=20.000000 predicted=31.768245, expected=44.000000 predicted=40.109645, expected=20.000000 predicted=35.396985, expected=24.000000 predicted=33.703065, expected=24.000000 predicted=42.057365, expected=40.000000 predicted=27.962102, expected=28.000000 predicted=30.778997, expected=20.000000 predicted=25.267951, expected=44.000000 predicted=31.028284, expected=28.000000 predicted=29.363070, expected=40.000000 predicted=34.208174, expected=12.000000 predicted=27.869658, expected=48.000000 predicted=31.775694, expected=72.000000 predicted=43.489500, expected=36.000000 predicted=38.148127, expected=44.000000 predicted=43.866642, expected=28.000000 predicted=37.673558, expected=4.000000 predicted=34.593764, expected=44.000000 predicted=39.973936, expected=88.000000 predicted=43.372183, expected=88.000000 predicted=52.748255, expected=8.000000 predicted=41.244506, expected=16.000000 predicted=38.086234, expected=40.000000 predicted=45.583801, expected=12.000000 predicted=39.199201, expected=32.000000 predicted=36.689224, expected=24.000000 predicted=21.606121, expected=68.000000 predicted=33.425866, expected=20.000000 predicted=32.575772, expected=56.000000 predicted=35.825613, expected=16.000000 predicted=35.107237, expected=92.000000 predicted=46.477629, expected=36.000000 predicted=49.912677, expected=28.000000 predicted=37.755366, expected=56.000000 predicted=50.846821, expected=24.000000 predicted=36.715608, expected=12.000000 predicted=41.686917, expected=52.000000 predicted=36.587314, expected=32.000000 predicted=31.929253, expected=12.000000 predicted=31.205195, expected=44.000000 predicted=31.339905, expected=40.000000 predicted=30.095425, expected=16.000000 predicted=32.064762, expected=20.000000 predicted=28.143730, expected=52.000000 predicted=30.430127, expected=20.000000 predicted=30.658188, expected=44.000000 predicted=34.054449, expected=44.000000 predicted=33.332114, expected=68.000000 predicted=41.015384, expected=24.000000 predicted=42.388016, expected=28.000000 predicted=36.193007, expected=44.000000 predicted=42.483832, expected=48.000000 predicted=41.025135, expected=28.000000 predicted=41.169637, expected=48.000000 predicted=37.476355, expected=48.000000 predicted=40.217365, expected=24.000000 predicted=38.204896, expected=28.000000 predicted=38.052116, expected=56.000000 predicted=38.793446, expected=56.000000 predicted=43.467917, expected=20.000000 predicted=38.331927, expected=44.000000 predicted=38.899891, expected=44.000000 predicted=39.908939, expected=32.000000 predicted=40.526124, expected=12.000000 predicted=35.261848, expected=72.000000 predicted=38.618743, expected=12.000000 predicted=33.526063, expected=40.000000 predicted=36.137534, expected=68.000000 predicted=42.921253, expected=16.000000 predicted=30.774494, expected=28.000000 predicted=42.760424, expected=24.000000 predicted=29.631853, expected=12.000000 predicted=27.783317, expected=12.000000 predicted=28.602698, expected=24.000000 predicted=18.735134, expected=12.000000 predicted=17.913541, expected=20.000000 predicted=18.057935, expected=20.000000 predicted=16.765720, expected=24.000000 predicted=17.988928, expected=80.000000 predicted=33.803285, expected=20.000000 predicted=27.591658, expected=28.000000 predicted=32.376593, expected=40.000000 predicted=35.991442, expected=60.000000 predicted=39.015936, expected=52.000000 predicted=49.765858, expected=52.000000 predicted=42.440156, expected=32.000000 predicted=42.862017, expected=40.000000 predicted=44.616442, expected=20.000000 predicted=41.410271, expected=56.000000 predicted=42.655386, expected=28.000000 predicted=38.032939, expected=40.000000 predicted=35.642850, expected=20.000000 predicted=34.514594, expected=28.000000 predicted=29.490507, expected=44.000000 predicted=37.885956, expected=56.000000 predicted=36.013843, expected=48.000000 predicted=40.761818, expected=28.000000 predicted=36.501607, expected=44.000000 predicted=40.983780, expected=12.000000 predicted=36.007854, expected=40.000000 predicted=38.383731, expected=32.000000 predicted=34.786684, expected=32.000000 predicted=29.958418, expected=64.000000 predicted=40.884480, expected=40.000000 predicted=34.927942, expected=68.000000 predicted=47.876301, expected=24.000000 predicted=42.363169, expected=12.000000 predicted=36.562272, expected=16.000000 predicted=37.502661, expected=120.000000 predicted=49.049697, expected=24.000000 predicted=43.840932, expected=36.000000 predicted=39.417025, expected=64.000000 predicted=47.828556, expected=24.000000 predicted=38.774454, expected=12.000000 predicted=50.952374, expected=92.000000 predicted=44.324469, expected=68.000000 predicted=46.546055, expected=36.000000 predicted=50.950362, expected=32.000000 predicted=45.677289, expected=28.000000 predicted=38.627708, expected=40.000000 predicted=50.249562, expected=12.000000 predicted=36.246200, expected=32.000000 predicted=30.613309, expected=56.000000 predicted=34.645107, expected=32.000000 predicted=31.415889, expected=68.000000 predicted=43.724673, expected=32.000000 predicted=36.690704, expected=60.000000 predicted=45.991759, expected=28.000000 predicted=46.584919, expected=32.000000 predicted=39.122442, expected=44.000000 predicted=46.468007, expected=56.000000 predicted=40.347226, expected=40.000000 predicted=44.755726, expected=48.000000 predicted=41.693122, expected=28.000000 predicted=39.867019, expected=32.000000 predicted=40.082989, expected=48.000000 predicted=43.326732, expected=80.000000 predicted=46.759349, expected=24.000000 predicted=42.784117, expected=20.000000 predicted=38.249172, expected=48.000000 predicted=42.149896, expected=60.000000 predicted=44.191114, expected=36.000000 predicted=46.939004, expected=68.000000 predicted=44.827114, expected=68.000000 predicted=48.825286, expected=32.000000 predicted=49.513498, expected=44.000000 predicted=53.549468, expected=12.000000 predicted=39.561591, expected=36.000000 predicted=42.999392, expected=20.000000 predicted=36.511667, expected=36.000000 predicted=29.156378, expected=32.000000 predicted=32.062751, expected=20.000000 predicted=23.788733, expected=40.000000 predicted=32.453376, expected=24.000000 predicted=26.944760, expected=36.000000 predicted=31.693556, expected=56.000000 predicted=36.564585, expected=48.000000 predicted=35.960028, expected=32.000000 predicted=39.951648, expected=56.000000 predicted=42.532215, expected=36.000000 predicted=41.782616, expected=28.000000 predicted=42.267680, expected=20.000000 predicted=37.138680, expected=48.000000 predicted=35.623147, expected=44.000000 predicted=39.502222, expected=16.000000 predicted=31.243659, expected=32.000000 predicted=32.654828, expected=28.000000 predicted=29.118195, expected=12.000000 predicted=28.678397, expected=12.000000 predicted=25.383381, expected=36.000000 predicted=22.299736, expected=16.000000 predicted=21.663320, expected=60.000000 predicted=30.219394, expected=48.000000 predicted=31.156173, expected=80.000000 predicted=42.470110, expected=36.000000 predicted=46.878930, expected=4.000000 predicted=36.050416, expected=72.000000 predicted=53.085394, expected=24.000000 predicted=39.232628, expected=12.000000 predicted=39.289020, expected=44.000000 predicted=35.705133, expected=44.000000 predicted=28.414150, expected=40.000000 predicted=41.814736, expected=28.000000 predicted=32.957093, expected=44.000000 predicted=34.115300, expected=44.000000 predicted=40.373862, expected=52.000000 predicted=42.467813, expected=24.000000 predicted=38.555834, expected=20.000000 predicted=33.954963, expected=36.000000 predicted=36.727375, expected=44.000000 predicted=35.713678, expected=68.000000 predicted=43.456734, expected=64.000000 predicted=43.868212, expected=12.000000 predicted=38.072640, expected=32.000000 predicted=42.873166, expected=20.000000 predicted=37.080525, expected=32.000000 predicted=37.274383, expected=32.000000 predicted=34.987681, expected=76.000000 predicted=34.919405, expected=40.000000 predicted=38.712476, expected=32.000000 predicted=37.880687, expected=48.000000 predicted=44.339882, expected=56.000000 predicted=44.333453, expected=52.000000 predicted=52.539779, expected=48.000000 predicted=46.758941, expected=48.000000 predicted=46.513416, expected=64.000000 predicted=52.760197, expected=24.000000 predicted=47.011927, expected=12.000000 predicted=40.393753, expected=28.000000 predicted=37.245066, expected=16.000000 predicted=29.052560, expected=40.000000 predicted=33.512271, expected=60.000000 predicted=32.280968, expected=36.000000 predicted=30.522766, expected=24.000000 predicted=34.633592, expected=48.000000 predicted=36.954200, expected=12.000000 predicted=33.043599, expected=32.000000 predicted=36.992055, expected=12.000000 predicted=26.998066, expected=72.000000 predicted=33.839415, expected=52.000000 predicted=40.290383, expected=16.000000 predicted=30.142390, expected=32.000000 predicted=38.353986, expected=24.000000 predicted=29.826710, expected=24.000000 predicted=36.701118, expected=44.000000 predicted=35.054988, expected=32.000000 predicted=27.267111, expected=48.000000 predicted=35.378014, expected=44.000000 predicted=36.335276, expected=40.000000 predicted=37.293603, expected=28.000000 predicted=39.515036, expected=44.000000 predicted=38.712166, expected=44.000000 predicted=41.352832, expected=68.000000 predicted=46.093770, expected=44.000000 predicted=45.001966, expected=36.000000 predicted=42.734322, expected=24.000000 predicted=42.515812, expected=72.000000 predicted=47.943013, expected=40.000000 predicted=47.408536, expected=56.000000 predicted=46.563840, expected=48.000000 predicted=47.150638, expected=28.000000 predicted=40.294383, expected=20.000000 predicted=45.077246, expected=40.000000 predicted=37.820571, expected=40.000000 predicted=38.677131, expected=36.000000 predicted=36.347805, expected=48.000000 predicted=36.749731, expected=52.000000 predicted=38.514655, expected=20.000000 predicted=37.839635, expected=64.000000 predicted=45.418298, expected=28.000000 predicted=39.085206, expected=48.000000 predicted=43.355543, expected=52.000000 predicted=46.669017, expected=32.000000 predicted=36.749261, expected=24.000000 predicted=43.063455, expected=28.000000 predicted=33.752889, expected=40.000000 predicted=36.938829, expected=20.000000 predicted=32.774046, expected=28.000000 predicted=29.327544, expected=40.000000 predicted=30.258994, expected=28.000000 predicted=29.173353, expected=24.000000 predicted=31.021878, expected=92.000000 predicted=41.393483, expected=8.000000 predicted=32.912945, expected=16.000000 predicted=35.640305, expected=60.000000 predicted=40.027754, expected=28.000000 predicted=31.171743, expected=20.000000 predicted=42.634731, expected=20.000000 predicted=25.058300, expected=16.000000 predicted=22.794477, expected=20.000000 predicted=28.877410, expected=72.000000 predicted=31.976628, expected=28.000000 predicted=27.920901, expected=32.000000 predicted=32.293120, expected=56.000000 predicted=38.366229, expected=28.000000 predicted=34.234087, expected=32.000000 predicted=44.336915, expected=36.000000 predicted=35.121690, expected=32.000000 predicted=33.743572, expected=52.000000 predicted=41.890269, expected=36.000000 predicted=35.214236, expected=8.000000 predicted=31.253274, expected=24.000000 predicted=31.885691, expected=28.000000 predicted=28.013950, expected=16.000000 predicted=27.353211, expected=40.000000 predicted=28.232632, expected=28.000000 predicted=22.475234, expected=32.000000 predicted=27.950061, expected=40.000000 predicted=31.926121, expected=72.000000 predicted=37.848303, expected=24.000000 predicted=38.542912, expected=8.000000 predicted=33.289757, expected=40.000000 predicted=36.301003, expected=44.000000 predicted=34.983612, expected=96.000000 predicted=52.880975, expected=24.000000 predicted=38.263910, expected=20.000000 predicted=36.879225, expected=40.000000 predicted=44.278653, expected=20.000000 predicted=35.513700, expected=52.000000 predicted=47.574258, expected=36.000000 predicted=31.659775, expected=40.000000 predicted=33.683291, expected=36.000000 predicted=38.462705, expected=12.000000 predicted=29.508066, expected=44.000000 predicted=38.577994, expected=56.000000 predicted=37.271267, expected=36.000000 predicted=36.877545, expected=28.000000 predicted=36.769337, expected=28.000000 predicted=31.870878, expected=36.000000 predicted=37.132855, expected=28.000000 predicted=35.934569, expected=24.000000 predicted=30.216770, expected=12.000000 predicted=25.303983, expected=52.000000 predicted=30.822549, expected=32.000000 predicted=30.156661, expected=28.000000 predicted=29.575887, expected=16.000000 predicted=27.639250, expected=76.000000 predicted=35.640141, expected=40.000000 predicted=40.283876, expected=32.000000 predicted=37.595858, expected=24.000000 predicted=36.724207, expected=68.000000 predicted=40.260676, expected=28.000000 predicted=44.893362, expected=60.000000 predicted=43.814023, expected=64.000000 predicted=46.964337, expected=32.000000 predicted=41.898294, expected=24.000000 predicted=48.414170, expected=48.000000 predicted=41.345938, expected=36.000000 predicted=42.605471, expected=12.000000 predicted=36.860901, expected=20.000000 predicted=29.532284, expected=28.000000 predicted=26.289064, expected=20.000000 predicted=27.171799, expected=24.000000 predicted=24.933533, expected=48.000000 predicted=25.803026, expected=8.000000 predicted=22.430993, expected=64.000000 predicted=34.772000, expected=8.000000 predicted=26.405475, expected=28.000000 predicted=28.990687, expected=20.000000 predicted=31.640991, expected=16.000000 predicted=19.706746, expected=28.000000 predicted=30.990423, expected=12.000000 predicted=16.677811, expected=16.000000 predicted=20.437015, expected=24.000000 predicted=19.703586, expected=48.000000 predicted=23.864939, expected=24.000000 predicted=25.482004, expected=20.000000 predicted=23.893697, expected=60.000000 predicted=33.053237, expected=64.000000 predicted=38.394662, expected=60.000000 predicted=47.632250, expected=40.000000 predicted=44.992050, expected=48.000000 predicted=46.768044, expected=28.000000 predicted=48.552387, expected=20.000000 predicted=42.599537, expected=48.000000 predicted=42.489445, expected=20.000000 predicted=31.936724, expected=36.000000 predicted=34.977329, expected=28.000000 predicted=30.253248, expected=40.000000 predicted=30.473915, expected=72.000000 predicted=43.605923, expected=20.000000 predicted=33.381353, expected=36.000000 predicted=40.086130, expected=32.000000 predicted=37.050650, expected=32.000000 predicted=36.024886, expected=44.000000 predicted=42.536701, expected=28.000000 predicted=30.502539, expected=52.000000 predicted=38.444758, expected=20.000000 predicted=33.521587, expected=28.000000 predicted=33.442876, expected=40.000000 predicted=36.436548, expected=20.000000 predicted=28.827965, expected=16.000000 predicted=30.830594, expected=36.000000 predicted=26.761680, expected=20.000000 predicted=24.953013, expected=32.000000 predicted=28.782573, expected=32.000000 predicted=26.302286, expected=48.000000 predicted=30.065103, expected=52.000000 predicted=37.916684, expected=48.000000 predicted=38.253849, expected=8.000000 predicted=35.445517, expected=28.000000 predicted=35.562490, expected=40.000000 predicted=36.782322, expected=36.000000 predicted=34.814523, expected=44.000000 predicted=36.789760, expected=28.000000 predicted=29.234145, expected=12.000000 predicted=29.939846, expected=40.000000 predicted=34.240596, expected=28.000000 predicted=29.924815, expected=20.000000 predicted=29.098679, expected=12.000000 predicted=23.987078, expected=40.000000 predicted=24.439739, expected=32.000000 predicted=28.677906, expected=72.000000 predicted=36.116555, expected=36.000000 predicted=35.044373, expected=16.000000 predicted=32.656037, expected=36.000000 predicted=39.785041, expected=36.000000 predicted=34.982467, expected=24.000000 predicted=37.814793, expected=16.000000 predicted=28.200148, expected=36.000000 predicted=26.740190, expected=60.000000 predicted=35.245244, expected=36.000000 predicted=34.537435, expected=112.000000 predicted=51.448728, expected=12.000000 predicted=41.482449, expected=32.000000 predicted=47.556939, expected=20.000000 predicted=46.082957, expected=16.000000 predicted=32.284871, expected=4.000000 Test MSE: 419.325
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355]), array([301.11462524]), array([90.35846104]), array([347.2967517]), array([22.20072466]), array([25.14297369]), array([95.56720555]), array([29.9407132]), array([31.86251906]), array([70.47621443]), array([32.28487083])] predicted=55.937060, expected=64.000000 predicted=58.791120, expected=24.000000 predicted=52.584362, expected=24.000000 predicted=52.523043, expected=44.000000 predicted=51.317897, expected=48.000000 predicted=40.117033, expected=112.000000 predicted=59.820804, expected=128.000000 predicted=62.385991, expected=32.000000 predicted=56.531552, expected=24.000000 predicted=58.252595, expected=64.000000 predicted=62.424524, expected=68.000000 predicted=77.994756, expected=56.000000 predicted=72.396047, expected=80.000000 predicted=52.558070, expected=8.000000 predicted=41.369743, expected=8.000000 predicted=47.799100, expected=32.000000 predicted=43.194119, expected=60.000000 predicted=45.389176, expected=24.000000 predicted=41.161301, expected=72.000000 predicted=33.874890, expected=44.000000 predicted=33.389139, expected=4.000000 predicted=36.517671, expected=52.000000 predicted=45.429684, expected=84.000000 predicted=45.176809, expected=56.000000 predicted=56.423930, expected=44.000000 predicted=46.742757, expected=44.000000 predicted=39.168029, expected=104.000000 predicted=65.871259, expected=12.000000 predicted=56.543735, expected=52.000000 predicted=55.058285, expected=108.000000 predicted=59.023534, expected=100.000000 predicted=69.371934, expected=64.000000 predicted=77.973647, expected=24.000000 predicted=48.973957, expected=24.000000 predicted=57.125445, expected=40.000000 predicted=65.384567, expected=60.000000 predicted=60.360336, expected=40.000000 predicted=44.929127, expected=56.000000 predicted=39.809958, expected=40.000000 predicted=38.966842, expected=20.000000 predicted=40.736722, expected=4.000000 predicted=36.883217, expected=92.000000 predicted=46.365694, expected=104.000000 predicted=56.319260, expected=60.000000 predicted=52.928439, expected=24.000000 predicted=42.858798, expected=24.000000 predicted=41.091732, expected=44.000000 predicted=62.220230, expected=36.000000 predicted=56.115898, expected=88.000000 predicted=52.581795, expected=68.000000 predicted=44.018225, expected=56.000000 predicted=49.440262, expected=48.000000 predicted=52.887954, expected=64.000000 predicted=56.762708, expected=8.000000 predicted=55.552085, expected=28.000000 predicted=48.481730, expected=12.000000 predicted=35.220694, expected=92.000000 predicted=49.011535, expected=40.000000 predicted=42.248049, expected=8.000000 predicted=27.254108, expected=40.000000 predicted=34.341951, expected=16.000000 predicted=28.730023, expected=28.000000 predicted=46.245459, expected=100.000000 predicted=43.695678, expected=64.000000 predicted=38.018568, expected=72.000000 predicted=54.385966, expected=36.000000 predicted=43.259546, expected=48.000000 predicted=53.352228, expected=60.000000 predicted=68.036890, expected=32.000000 predicted=52.263601, expected=32.000000 predicted=49.601468, expected=44.000000 predicted=40.520533, expected=80.000000 predicted=52.221878, expected=108.000000 predicted=63.745211, expected=16.000000 predicted=44.727852, expected=32.000000 predicted=48.299976, expected=16.000000 predicted=43.247743, expected=76.000000 predicted=62.787739, expected=56.000000 predicted=58.585611, expected=64.000000 predicted=42.023752, expected=8.000000 predicted=35.515932, expected=32.000000 predicted=38.181947, expected=28.000000 predicted=46.378291, expected=36.000000 predicted=41.231086, expected=48.000000 predicted=40.889659, expected=116.000000 predicted=45.568212, expected=36.000000 predicted=43.706541, expected=16.000000 predicted=42.301104, expected=16.000000 predicted=38.878663, expected=36.000000 predicted=45.403659, expected=8.000000 predicted=47.579368, expected=24.000000 predicted=25.429627, expected=20.000000 predicted=18.242743, expected=12.000000 predicted=18.393426, expected=8.000000 predicted=19.531117, expected=4.000000 predicted=10.787147, expected=32.000000 predicted=19.307024, expected=8.000000 predicted=13.566028, expected=8.000000 predicted=12.044781, expected=24.000000 predicted=13.131648, expected=40.000000 predicted=18.715315, expected=28.000000 predicted=24.790741, expected=4.000000 predicted=15.287884, expected=20.000000 predicted=18.420424, expected=12.000000 predicted=20.229223, expected=8.000000 predicted=21.411322, expected=36.000000 predicted=20.968258, expected=48.000000 predicted=20.516809, expected=4.000000 predicted=19.130200, expected=8.000000 predicted=17.274212, expected=92.000000 predicted=33.865492, expected=32.000000 predicted=34.722253, expected=96.000000 predicted=53.538841, expected=40.000000 predicted=35.021514, expected=12.000000 predicted=39.258914, expected=44.000000 predicted=57.150885, expected=44.000000 predicted=42.413369, expected=72.000000 predicted=61.245155, expected=64.000000 predicted=45.596944, expected=72.000000 predicted=47.292792, expected=84.000000 predicted=61.563133, expected=40.000000 predicted=57.273266, expected=20.000000 predicted=57.583348, expected=48.000000 predicted=55.163524, expected=12.000000 predicted=46.570523, expected=64.000000 predicted=54.090290, expected=44.000000 predicted=37.029946, expected=32.000000 predicted=34.779842, expected=28.000000 predicted=37.568210, expected=32.000000 predicted=31.310523, expected=64.000000 predicted=49.181887, expected=36.000000 predicted=39.107157, expected=44.000000 predicted=39.179024, expected=92.000000 predicted=49.140828, expected=56.000000 predicted=50.258447, expected=4.000000 predicted=47.964499, expected=16.000000 predicted=37.562304, expected=24.000000 predicted=38.231982, expected=4.000000 predicted=39.824192, expected=44.000000 predicted=31.752728, expected=64.000000 predicted=25.112328, expected=56.000000 predicted=34.105573, expected=20.000000 predicted=31.422167, expected=4.000000 predicted=24.525856, expected=24.000000 predicted=35.417663, expected=72.000000 predicted=47.222692, expected=56.000000 predicted=42.669638, expected=12.000000 predicted=27.565840, expected=32.000000 predicted=28.175892, expected=64.000000 predicted=41.779264, expected=52.000000 predicted=52.351430, expected=44.000000 predicted=45.406703, expected=24.000000 predicted=31.710148, expected=8.000000 predicted=33.783131, expected=76.000000 predicted=51.308419, expected=16.000000 predicted=35.579159, expected=28.000000 predicted=35.808821, expected=8.000000 predicted=22.274647, expected=4.000000 predicted=20.260184, expected=40.000000 predicted=36.891249, expected=48.000000 predicted=24.557140, expected=40.000000 predicted=29.118979, expected=64.000000 predicted=32.333623, expected=40.000000 predicted=32.895305, expected=32.000000 predicted=42.762077, expected=44.000000 predicted=44.542941, expected=44.000000 predicted=43.358848, expected=96.000000 predicted=59.608713, expected=44.000000 predicted=46.318042, expected=44.000000 predicted=48.281866, expected=40.000000 predicted=48.047569, expected=4.000000 predicted=41.793349, expected=36.000000 predicted=52.014891, expected=12.000000 predicted=29.297429, expected=32.000000 predicted=32.144976, expected=68.000000 predicted=35.611255, expected=56.000000 predicted=31.796976, expected=28.000000 predicted=37.032658, expected=24.000000 predicted=30.987270, expected=80.000000 predicted=48.870622, expected=32.000000 predicted=48.696785, expected=44.000000 predicted=47.192712, expected=24.000000 predicted=33.631940, expected=8.000000 predicted=31.971017, expected=44.000000 predicted=45.494998, expected=44.000000 predicted=33.118915, expected=40.000000 predicted=36.566775, expected=56.000000 predicted=35.367897, expected=20.000000 predicted=28.896057, expected=32.000000 predicted=40.064230, expected=16.000000 predicted=33.175741, expected=116.000000 predicted=53.772395, expected=44.000000 predicted=45.878163, expected=28.000000 predicted=39.781235, expected=56.000000 predicted=44.520152, expected=28.000000 predicted=41.666695, expected=8.000000 predicted=54.625142, expected=8.000000 predicted=28.360491, expected=56.000000 predicted=33.119925, expected=40.000000 predicted=36.251642, expected=24.000000 predicted=27.496995, expected=28.000000 predicted=23.483186, expected=8.000000 predicted=22.250870, expected=4.000000 predicted=29.440381, expected=76.000000 predicted=36.035186, expected=64.000000 predicted=34.174979, expected=28.000000 predicted=33.446187, expected=44.000000 predicted=32.497706, expected=88.000000 predicted=46.815606, expected=28.000000 predicted=54.879922, expected=12.000000 predicted=45.012422, expected=24.000000 predicted=33.556250, expected=8.000000 predicted=33.343000, expected=236.000000 predicted=87.483408, expected=40.000000 predicted=45.770421, expected=12.000000 predicted=50.026453, expected=8.000000 predicted=40.642383, expected=24.000000 predicted=50.378201, expected=32.000000 predicted=84.543818, expected=88.000000 predicted=39.896322, expected=4.000000 predicted=21.030266, expected=28.000000 predicted=28.338629, expected=40.000000 predicted=32.425973, expected=20.000000 predicted=35.101867, expected=20.000000 predicted=40.395512, expected=8.000000 predicted=15.835231, expected=28.000000 predicted=25.653871, expected=32.000000 predicted=27.079564, expected=92.000000 predicted=36.841935, expected=60.000000 predicted=36.539018, expected=40.000000 predicted=37.783713, expected=44.000000 predicted=44.272044, expected=8.000000 predicted=40.788218, expected=80.000000 predicted=63.857999, expected=36.000000 predicted=44.334322, expected=88.000000 predicted=53.225300, expected=40.000000 predicted=44.402809, expected=44.000000 predicted=44.384158, expected=92.000000 predicted=67.056709, expected=16.000000 predicted=46.925031, expected=40.000000 predicted=58.893550, expected=36.000000 predicted=41.197996, expected=40.000000 predicted=46.328871, expected=68.000000 predicted=56.131768, expected=20.000000 predicted=31.297703, expected=28.000000 predicted=38.644566, expected=64.000000 predicted=42.526719, expected=32.000000 predicted=41.273388, expected=68.000000 predicted=52.098428, expected=68.000000 predicted=42.512575, expected=44.000000 predicted=47.439852, expected=32.000000 predicted=50.792772, expected=40.000000 predicted=44.551306, expected=52.000000 predicted=53.919579, expected=28.000000 predicted=46.102825, expected=108.000000 predicted=55.010807, expected=104.000000 predicted=58.033309, expected=44.000000 predicted=58.070505, expected=48.000000 predicted=59.519038, expected=68.000000 predicted=60.995800, expected=32.000000 predicted=71.627329, expected=44.000000 predicted=63.373811, expected=4.000000 predicted=36.212581, expected=56.000000 predicted=46.082648, expected=32.000000 predicted=41.311197, expected=8.000000 predicted=29.265678, expected=20.000000 predicted=27.976471, expected=92.000000 predicted=36.171910, expected=44.000000 predicted=43.060409, expected=24.000000 predicted=35.295851, expected=40.000000 predicted=32.032736, expected=32.000000 predicted=38.645764, expected=116.000000 predicted=69.112527, expected=40.000000 predicted=44.943973, expected=24.000000 predicted=42.494046, expected=12.000000 predicted=38.489101, expected=68.000000 predicted=50.685648, expected=12.000000 predicted=51.792255, expected=32.000000 predicted=34.012608, expected=84.000000 predicted=38.524924, expected=12.000000 predicted=30.825302, expected=52.000000 predicted=48.699986, expected=92.000000 predicted=43.561283, expected=32.000000 predicted=47.040104, expected=48.000000 predicted=57.657200, expected=76.000000 predicted=46.596515, expected=36.000000 predicted=54.470655, expected=36.000000 predicted=58.057609, expected=28.000000 predicted=38.897049, expected=44.000000 predicted=46.357734, expected=52.000000 predicted=49.936416, expected=36.000000 predicted=37.848138, expected=16.000000 predicted=33.480965, expected=28.000000 predicted=32.769070, expected=28.000000 predicted=34.966195, expected=36.000000 predicted=36.214138, expected=20.000000 predicted=27.187095, expected=96.000000 predicted=39.669385, expected=32.000000 predicted=35.091985, expected=36.000000 predicted=40.754182, expected=20.000000 predicted=35.365452, expected=8.000000 predicted=32.734477, expected=116.000000 predicted=63.731431, expected=48.000000 predicted=39.464165, expected=52.000000 predicted=47.277771, expected=8.000000 predicted=32.412172, expected=44.000000 predicted=43.548501, expected=16.000000 predicted=53.799870, expected=12.000000 predicted=32.835359, expected=72.000000 predicted=38.795296, expected=40.000000 predicted=28.312245, expected=60.000000 predicted=43.394284, expected=36.000000 predicted=33.192769, expected=36.000000 predicted=39.097873, expected=36.000000 predicted=48.746978, expected=68.000000 predicted=47.664215, expected=36.000000 predicted=45.696232, expected=20.000000 predicted=37.229259, expected=4.000000 predicted=30.564880, expected=32.000000 predicted=34.459931, expected=92.000000 predicted=49.833000, expected=40.000000 predicted=35.902623, expected=24.000000 predicted=32.070376, expected=32.000000 predicted=30.677920, expected=60.000000 predicted=47.219809, expected=12.000000 predicted=47.219285, expected=44.000000 predicted=37.495840, expected=32.000000 predicted=30.739112, expected=16.000000 predicted=32.661290, expected=32.000000 predicted=35.878802, expected=52.000000 predicted=30.166504, expected=84.000000 predicted=46.649776, expected=72.000000 predicted=46.106797, expected=20.000000 predicted=38.714959, expected=8.000000 predicted=40.007264, expected=24.000000 predicted=43.938279, expected=24.000000 predicted=45.193799, expected=72.000000 predicted=45.099221, expected=64.000000 predicted=33.567831, expected=68.000000 predicted=40.106380, expected=8.000000 predicted=35.498576, expected=16.000000 predicted=38.760465, expected=8.000000 predicted=41.316037, expected=44.000000 predicted=41.926070, expected=52.000000 predicted=38.351666, expected=80.000000 predicted=34.438231, expected=24.000000 predicted=30.714745, expected=100.000000 predicted=50.070850, expected=28.000000 predicted=48.207495, expected=44.000000 predicted=56.295960, expected=24.000000 predicted=49.771366, expected=68.000000 predicted=48.625788, expected=20.000000 predicted=51.452549, expected=72.000000 predicted=44.266985, expected=32.000000 predicted=40.165712, expected=12.000000 predicted=35.441020, expected=68.000000 predicted=49.738727, expected=32.000000 predicted=35.689045, expected=16.000000 predicted=42.765514, expected=64.000000 predicted=37.521835, expected=76.000000 predicted=42.325632, expected=40.000000 predicted=51.207930, expected=20.000000 predicted=37.245666, expected=48.000000 predicted=40.297094, expected=52.000000 predicted=52.716276, expected=52.000000 predicted=52.818525, expected=60.000000 predicted=44.826105, expected=8.000000 predicted=33.693338, expected=20.000000 predicted=40.550471, expected=12.000000 predicted=34.445693, expected=40.000000 predicted=37.286036, expected=28.000000 predicted=31.721993, expected=4.000000 predicted=15.895588, expected=40.000000 predicted=24.413640, expected=28.000000 predicted=23.004017, expected=48.000000 predicted=34.721174, expected=44.000000 predicted=30.777210, expected=32.000000 predicted=28.445730, expected=76.000000 predicted=46.287977, expected=52.000000 predicted=43.358535, expected=20.000000 predicted=44.068604, expected=44.000000 predicted=43.965803, expected=28.000000 predicted=39.489676, expected=52.000000 predicted=51.630571, expected=56.000000 predicted=43.366538, expected=20.000000 predicted=32.814440, expected=48.000000 predicted=42.276702, expected=24.000000 predicted=34.562887, expected=40.000000 predicted=43.199753, expected=36.000000 predicted=38.740368, expected=16.000000 predicted=28.397878, expected=48.000000 predicted=38.156924, expected=64.000000 predicted=37.499406, expected=12.000000 predicted=34.415746, expected=28.000000 predicted=33.793086, expected=20.000000 predicted=27.324324, expected=80.000000 predicted=47.782388, expected=80.000000 predicted=50.562254, expected=12.000000 predicted=32.030814, expected=16.000000 predicted=35.269711, expected=24.000000 Test MSE: 865.001
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355]), array([301.11462524]), array([90.35846104]), array([347.2967517]), array([22.20072466]), array([25.14297369]), array([95.56720555]), array([29.9407132]), array([31.86251906]), array([70.47621443]), array([32.28487083]), array([35.26971104])] predicted=58.276017, expected=32.000000 predicted=54.800468, expected=60.000000 predicted=42.345870, expected=84.000000 predicted=52.661894, expected=40.000000 predicted=49.844031, expected=60.000000 predicted=62.142777, expected=56.000000 predicted=49.312486, expected=48.000000 predicted=54.403665, expected=16.000000 predicted=47.850993, expected=104.000000 predicted=67.068532, expected=96.000000 predicted=69.228240, expected=72.000000 predicted=66.765064, expected=4.000000 predicted=41.541695, expected=48.000000 predicted=45.850561, expected=44.000000 predicted=61.717084, expected=68.000000 predicted=67.215179, expected=68.000000 predicted=61.658751, expected=100.000000 predicted=58.169857, expected=92.000000 predicted=71.986962, expected=32.000000 predicted=51.752282, expected=68.000000 predicted=72.250329, expected=60.000000 predicted=63.585635, expected=16.000000 predicted=54.600864, expected=72.000000 predicted=71.898700, expected=80.000000 predicted=54.388982, expected=64.000000 predicted=62.658101, expected=16.000000 predicted=44.731552, expected=48.000000 predicted=42.592723, expected=36.000000 predicted=48.971348, expected=24.000000 predicted=45.384962, expected=64.000000 predicted=55.134799, expected=148.000000 predicted=74.216120, expected=40.000000 predicted=48.755287, expected=72.000000 predicted=67.040961, expected=52.000000 predicted=51.685363, expected=52.000000 predicted=60.605971, expected=56.000000 predicted=84.438747, expected=228.000000 predicted=117.615091, expected=164.000000 predicted=110.908433, expected=36.000000 predicted=73.083730, expected=36.000000 predicted=76.008133, expected=68.000000 predicted=73.094860, expected=80.000000 predicted=120.005768, expected=24.000000 predicted=76.539963, expected=88.000000 predicted=65.095150, expected=124.000000 predicted=76.503487, expected=152.000000 predicted=102.275077, expected=52.000000 predicted=76.136825, expected=84.000000 predicted=77.392855, expected=48.000000 predicted=74.908185, expected=60.000000 predicted=84.102197, expected=76.000000 predicted=95.761936, expected=124.000000 predicted=83.035022, expected=72.000000 predicted=76.256122, expected=48.000000 predicted=61.555155, expected=60.000000 predicted=68.132699, expected=40.000000 predicted=58.245356, expected=52.000000 predicted=75.186992, expected=80.000000 predicted=68.650766, expected=24.000000 predicted=39.378936, expected=36.000000 predicted=50.331598, expected=60.000000 predicted=50.117638, expected=64.000000 predicted=52.788553, expected=80.000000 predicted=70.992038, expected=28.000000 predicted=36.441272, expected=136.000000 predicted=84.554045, expected=44.000000 predicted=54.775538, expected=68.000000 predicted=70.449707, expected=44.000000 predicted=65.482892, expected=84.000000 predicted=59.890336, expected=28.000000 predicted=70.785160, expected=24.000000 predicted=40.852665, expected=112.000000 predicted=79.615631, expected=84.000000 predicted=59.158344, expected=56.000000 predicted=68.680481, expected=188.000000 predicted=107.888069, expected=24.000000 predicted=43.630261, expected=24.000000 predicted=78.164421, expected=32.000000 predicted=63.394331, expected=124.000000 predicted=76.676901, expected=80.000000 predicted=102.816874, expected=68.000000 predicted=56.687291, expected=36.000000 predicted=48.567964, expected=96.000000 predicted=68.881087, expected=36.000000 predicted=70.764767, expected=48.000000 predicted=62.499217, expected=16.000000 predicted=45.584119, expected=68.000000 predicted=50.061186, expected=48.000000 predicted=59.661513, expected=28.000000 predicted=35.218411, expected=64.000000 predicted=54.785303, expected=24.000000 predicted=27.405030, expected=36.000000 predicted=48.135205, expected=52.000000 predicted=47.281720, expected=56.000000 predicted=41.083855, expected=16.000000 predicted=39.516709, expected=32.000000 predicted=34.027695, expected=92.000000 predicted=57.429179, expected=16.000000 predicted=33.310864, expected=52.000000 predicted=53.468433, expected=64.000000 predicted=44.873038, expected=56.000000 predicted=44.537174, expected=24.000000 predicted=54.588733, expected=56.000000 predicted=42.875614, expected=20.000000 predicted=37.057760, expected=12.000000 predicted=36.270615, expected=12.000000 predicted=31.873384, expected=56.000000 predicted=34.239385, expected=76.000000 predicted=52.243034, expected=92.000000 predicted=53.461034, expected=48.000000 predicted=42.267843, expected=36.000000 predicted=40.892484, expected=20.000000 predicted=44.750508, expected=28.000000 predicted=47.154858, expected=28.000000 predicted=48.240882, expected=16.000000 predicted=28.695082, expected=36.000000 predicted=32.734607, expected=24.000000 predicted=22.672403, expected=40.000000 predicted=31.915747, expected=4.000000 predicted=19.315312, expected=8.000000 predicted=16.474443, expected=40.000000 predicted=32.385418, expected=56.000000 predicted=32.951345, expected=24.000000 predicted=29.990986, expected=28.000000 predicted=24.630215, expected=48.000000 predicted=32.322914, expected=28.000000 predicted=32.582728, expected=68.000000 predicted=54.428551, expected=12.000000 predicted=24.593643, expected=20.000000 predicted=29.433328, expected=92.000000 predicted=60.900244, expected=72.000000 predicted=45.647516, expected=80.000000 predicted=69.025533, expected=68.000000 predicted=53.278507, expected=68.000000 predicted=55.625872, expected=40.000000 predicted=66.107772, expected=84.000000 predicted=74.382350, expected=68.000000 predicted=68.949513, expected=92.000000 predicted=75.990892, expected=64.000000 predicted=68.789108, expected=16.000000 predicted=42.445806, expected=60.000000 predicted=69.765228, expected=20.000000 predicted=42.802522, expected=12.000000 predicted=44.641018, expected=64.000000 predicted=54.417558, expected=116.000000 predicted=57.488925, expected=20.000000 predicted=41.244310, expected=36.000000 predicted=42.976802, expected=60.000000 predicted=45.337124, expected=36.000000 predicted=45.508832, expected=24.000000 predicted=59.041462, expected=40.000000 predicted=34.673363, expected=96.000000 predicted=58.126215, expected=56.000000 predicted=52.746671, expected=64.000000 predicted=55.407263, expected=76.000000 predicted=58.378367, expected=32.000000 predicted=44.411404, expected=20.000000 predicted=57.004927, expected=80.000000 predicted=63.033609, expected=112.000000 predicted=74.053364, expected=20.000000 predicted=49.064809, expected=44.000000 predicted=51.805567, expected=32.000000 predicted=37.337252, expected=84.000000 predicted=68.465516, expected=64.000000 predicted=72.442384, expected=96.000000 predicted=60.809595, expected=132.000000 predicted=87.095352, expected=140.000000 predicted=90.810341, expected=24.000000 predicted=70.358039, expected=72.000000 predicted=83.837098, expected=24.000000 predicted=64.094361, expected=44.000000 predicted=73.287206, expected=56.000000 predicted=79.216866, expected=124.000000 predicted=66.980666, expected=20.000000 predicted=48.422263, expected=12.000000 predicted=35.586359, expected=64.000000 predicted=57.131816, expected=48.000000 predicted=44.090600, expected=28.000000 predicted=61.680230, expected=40.000000 predicted=36.697499, expected=128.000000 predicted=64.756659, expected=52.000000 predicted=54.285883, expected=12.000000 predicted=43.237249, expected=68.000000 predicted=58.366504, expected=20.000000 predicted=32.016519, expected=44.000000 predicted=68.780416, expected=48.000000 predicted=47.460839, expected=112.000000 predicted=57.353521, expected=20.000000 predicted=45.461775, expected=32.000000 predicted=39.916312, expected=36.000000 predicted=45.911766, expected=20.000000 predicted=31.690865, expected=28.000000 predicted=55.610730, expected=40.000000 predicted=29.946552, expected=48.000000 predicted=36.369644, expected=44.000000 predicted=38.822624, expected=132.000000 predicted=70.059932, expected=44.000000 predicted=43.040596, expected=24.000000 predicted=46.337309, expected=44.000000 predicted=55.336660, expected=96.000000 predicted=61.930124, expected=88.000000 predicted=88.175827, expected=36.000000 predicted=49.026806, expected=52.000000 predicted=52.712092, expected=76.000000 predicted=61.654516, expected=72.000000 predicted=72.613877, expected=44.000000 predicted=63.825153, expected=84.000000 predicted=64.581218, expected=136.000000 predicted=87.229454, expected=64.000000 predicted=70.474918, expected=52.000000 predicted=73.700201, expected=28.000000 predicted=53.055171, expected=48.000000 predicted=61.917052, expected=100.000000 predicted=93.548016, expected=104.000000 predicted=73.786394, expected=16.000000 predicted=45.287778, expected=36.000000 predicted=50.001352, expected=28.000000 predicted=43.718295, expected=44.000000 predicted=56.966752, expected=40.000000 predicted=57.716208, expected=40.000000 predicted=31.299222, expected=76.000000 predicted=52.857902, expected=56.000000 predicted=43.634261, expected=76.000000 predicted=60.169577, expected=32.000000 predicted=44.903071, expected=36.000000 predicted=45.244011, expected=16.000000 predicted=45.658886, expected=24.000000 predicted=36.742924, expected=84.000000 predicted=63.758893, expected=32.000000 predicted=30.717710, expected=40.000000 predicted=41.565121, expected=16.000000 predicted=27.745148, expected=24.000000 predicted=27.524599, expected=8.000000 predicted=37.556292, expected=28.000000 predicted=26.454169, expected=64.000000 predicted=42.166368, expected=52.000000 predicted=32.015346, expected=52.000000 predicted=41.014077, expected=52.000000 predicted=39.496671, expected=44.000000 predicted=41.590102, expected=4.000000 predicted=36.919941, expected=28.000000 predicted=39.909469, expected=80.000000 predicted=54.693445, expected=24.000000 predicted=32.790132, expected=8.000000 predicted=31.361608, expected=36.000000 predicted=29.040838, expected=20.000000 predicted=22.691495, expected=20.000000 predicted=39.054457, expected=28.000000 predicted=26.079862, expected=36.000000 predicted=22.762003, expected=12.000000 predicted=23.341260, expected=36.000000 predicted=28.801471, expected=8.000000 predicted=16.982273, expected=32.000000 predicted=27.715557, expected=80.000000 predicted=48.700701, expected=68.000000 predicted=38.130726, expected=76.000000 predicted=57.203287, expected=8.000000 predicted=27.604929, expected=8.000000 predicted=32.767675, expected=12.000000 predicted=41.422548, expected=24.000000 predicted=33.763453, expected=68.000000 predicted=53.197038, expected=4.000000 predicted=11.010484, expected=36.000000 predicted=28.148984, expected=32.000000 predicted=26.764745, expected=8.000000 predicted=17.739351, expected=44.000000 predicted=46.725829, expected=36.000000 predicted=22.211731, expected=20.000000 predicted=27.160535, expected=28.000000 predicted=31.493423, expected=8.000000 predicted=14.314639, expected=8.000000 predicted=23.531455, expected=16.000000 predicted=22.276541, expected=44.000000 predicted=25.988311, expected=52.000000 predicted=33.244626, expected=24.000000 predicted=21.199297, expected=36.000000 predicted=29.478339, expected=12.000000 predicted=21.146625, expected=8.000000 predicted=25.510006, expected=12.000000 predicted=27.288370, expected=36.000000 predicted=24.675788, expected=40.000000 predicted=30.393778, expected=56.000000 predicted=32.762390, expected=36.000000 predicted=28.050116, expected=20.000000 predicted=25.360440, expected=8.000000 predicted=27.119416, expected=40.000000 predicted=35.955512, expected=20.000000 predicted=30.527680, expected=4.000000 predicted=19.686829, expected=56.000000 predicted=35.367437, expected=56.000000 predicted=29.603055, expected=16.000000 predicted=28.437359, expected=32.000000 predicted=33.188317, expected=60.000000 predicted=35.339208, expected=36.000000 predicted=40.261432, expected=32.000000 predicted=42.809921, expected=40.000000 predicted=34.060334, expected=28.000000 predicted=31.613781, expected=24.000000 predicted=38.445410, expected=16.000000 predicted=27.176832, expected=36.000000 predicted=31.438147, expected=68.000000 predicted=45.216761, expected=64.000000 predicted=42.615579, expected=40.000000 predicted=38.493059, expected=8.000000 predicted=26.683218, expected=20.000000 predicted=33.351648, expected=8.000000 predicted=31.858445, expected=16.000000 predicted=30.341656, expected=28.000000 predicted=27.258135, expected=80.000000 predicted=37.552588, expected=4.000000 predicted=16.176595, expected=12.000000 predicted=21.075304, expected=8.000000 predicted=19.405435, expected=4.000000 predicted=13.668291, expected=32.000000 predicted=39.777425, expected=52.000000 predicted=23.933471, expected=36.000000 predicted=23.987907, expected=28.000000 predicted=25.083774, expected=4.000000 predicted=15.229905, expected=20.000000 predicted=26.588043, expected=36.000000 predicted=35.248272, expected=32.000000 predicted=28.164939, expected=28.000000 predicted=27.619028, expected=64.000000 predicted=35.639941, expected=80.000000 predicted=47.393314, expected=40.000000 predicted=41.499746, expected=28.000000 predicted=40.700778, expected=56.000000 predicted=47.367036, expected=8.000000 predicted=34.713559, expected=28.000000 predicted=47.169394, expected=80.000000 predicted=52.634984, expected=44.000000 predicted=33.792080, expected=32.000000 predicted=45.131455, expected=16.000000 predicted=25.688338, expected=24.000000 predicted=29.276079, expected=124.000000 predicted=80.209199, expected=44.000000 predicted=40.364269, expected=20.000000 predicted=38.261051, expected=24.000000 predicted=36.405439, expected=32.000000 predicted=30.976871, expected=40.000000 predicted=61.239011, expected=44.000000 predicted=39.217998, expected=104.000000 predicted=57.117429, expected=52.000000 predicted=42.070849, expected=16.000000 predicted=37.342495, expected=72.000000 predicted=61.062815, expected=12.000000 predicted=31.246500, expected=40.000000 predicted=60.286962, expected=20.000000 predicted=35.809851, expected=84.000000 predicted=45.674687, expected=24.000000 predicted=42.257064, expected=44.000000 predicted=35.224181, expected=32.000000 predicted=40.169792, expected=16.000000 predicted=23.652904, expected=80.000000 predicted=66.957178, expected=208.000000 predicted=96.806091, expected=28.000000 predicted=44.217060, expected=20.000000 predicted=55.870693, expected=20.000000 predicted=44.857925, expected=16.000000 predicted=42.334646, expected=64.000000 predicted=96.165143, expected=72.000000 predicted=43.050196, expected=160.000000 predicted=80.184629, expected=40.000000 predicted=44.253312, expected=8.000000 predicted=39.798044, expected=56.000000 predicted=68.182706, expected=16.000000 predicted=40.444702, expected=24.000000 predicted=68.999146, expected=60.000000 predicted=45.026162, expected=112.000000 predicted=53.399989, expected=56.000000 predicted=53.485017, expected=44.000000 predicted=45.650106, expected=72.000000 predicted=58.560372, expected=44.000000 predicted=52.925692, expected=4.000000 predicted=53.915436, expected=32.000000 predicted=45.223993, expected=4.000000 predicted=23.651746, expected=12.000000 predicted=32.693166, expected=44.000000 predicted=35.370062, expected=44.000000 predicted=22.116283, expected=24.000000 predicted=27.737810, expected=8.000000 predicted=16.194313, expected=16.000000 predicted=19.372097, expected=64.000000 predicted=43.607816, expected=52.000000 predicted=39.198017, expected=36.000000 predicted=33.192785, expected=32.000000 predicted=30.611378, expected=32.000000 predicted=30.551014, expected=40.000000 predicted=45.930084, expected=96.000000 predicted=63.069455, expected=40.000000 predicted=39.301666, expected=16.000000 predicted=35.239682, expected=16.000000 predicted=34.289895, expected=48.000000 predicted=40.455103, expected=20.000000 predicted=44.073605, expected=48.000000 predicted=39.882420, expected=72.000000 predicted=42.757976, expected=36.000000 predicted=30.583815, expected=48.000000 predicted=50.024139, expected=16.000000 predicted=28.270312, expected=32.000000 predicted=39.871180, expected=20.000000 predicted=39.864633, expected=28.000000 predicted=29.634806, expected=36.000000 predicted=36.414101, expected=40.000000 predicted=28.084459, expected=60.000000 predicted=42.637076, expected=32.000000 predicted=30.458075, expected=24.000000 predicted=32.232538, expected=24.000000 predicted=33.424238, expected=72.000000 predicted=49.090973, expected=80.000000 predicted=58.360712, expected=52.000000 predicted=45.026862, expected=12.000000 predicted=33.168990, expected=28.000000 predicted=36.630905, expected=20.000000 predicted=40.772643, expected=44.000000 predicted=48.720952, expected=40.000000 predicted=39.132357, expected=92.000000 predicted=48.837033, expected=44.000000 predicted=39.368070, expected=56.000000 predicted=46.536946, expected=40.000000 predicted=48.609998, expected=20.000000 predicted=35.933261, expected=20.000000 predicted=50.027668, expected=40.000000 predicted=38.357099, expected=64.000000 predicted=49.210407, expected=24.000000 predicted=31.640101, expected=8.000000 predicted=23.394230, expected=24.000000 predicted=27.388320, expected=8.000000 Test MSE: 1046.255
/opt/anaconda3/lib/python3.7/site-packages/statsmodels/base/model.py:568: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals "Check mle_retvals", ConvergenceWarning)
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array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355]), array([301.11462524]), array([90.35846104]), array([347.2967517]), array([22.20072466]), array([25.14297369]), array([95.56720555]), array([29.9407132]), array([31.86251906]), array([70.47621443]), array([32.28487083]), array([35.26971104]), array([27.38832002])] predicted=68.351244, expected=76.000000 predicted=94.653063, expected=56.000000 predicted=69.731437, expected=88.000000 predicted=75.993578, expected=64.000000 predicted=72.891261, expected=52.000000 predicted=61.322261, expected=112.000000 predicted=84.166772, expected=40.000000 predicted=59.911683, expected=60.000000 predicted=69.377587, expected=80.000000 predicted=72.968732, expected=140.000000 predicted=83.557327, expected=72.000000 predicted=88.684043, expected=36.000000 predicted=55.666550, expected=120.000000 predicted=89.984258, expected=68.000000 predicted=79.836066, expected=72.000000 predicted=91.261343, expected=156.000000 predicted=101.335572, expected=48.000000 predicted=64.200907, expected=72.000000 predicted=91.642943, expected=104.000000 predicted=89.859396, expected=48.000000 predicted=70.714112, expected=32.000000 predicted=86.929851, expected=60.000000 predicted=59.141251, expected=116.000000 predicted=78.936530, expected=88.000000 predicted=82.945350, expected=84.000000 predicted=68.493578, expected=44.000000 predicted=58.782123, expected=80.000000 predicted=73.910267, expected=48.000000 predicted=80.593787, expected=60.000000 predicted=68.638834, expected=136.000000 predicted=90.594273, expected=92.000000 predicted=70.911290, expected=44.000000 predicted=70.394403, expected=68.000000 predicted=70.414761, expected=48.000000 predicted=65.412262, expected=72.000000 predicted=87.708706, expected=52.000000 predicted=68.186111, expected=84.000000 predicted=60.708990, expected=108.000000 predicted=79.037043, expected=72.000000 predicted=65.773964, expected=64.000000 predicted=73.014722, expected=68.000000 predicted=69.486781, expected=64.000000 predicted=74.882318, expected=96.000000 predicted=88.389837, expected=176.000000 predicted=103.000238, expected=88.000000 predicted=84.232152, expected=80.000000 predicted=85.950707, expected=36.000000 predicted=77.073585, expected=80.000000 predicted=88.980045, expected=68.000000 predicted=105.335069, expected=76.000000 predicted=74.036281, expected=112.000000 predicted=85.066982, expected=84.000000 predicted=67.799346, expected=60.000000 predicted=75.668928, expected=48.000000 predicted=69.258407, expected=108.000000 predicted=85.091865, expected=52.000000 predicted=79.834954, expected=68.000000 predicted=71.502071, expected=144.000000 predicted=90.446053, expected=76.000000 predicted=71.116241, expected=48.000000 predicted=81.637447, expected=76.000000 predicted=74.510514, expected=92.000000 predicted=80.001362, expected=32.000000 predicted=83.148267, expected=84.000000 predicted=74.135557, expected=108.000000 predicted=75.034541, expected=148.000000 predicted=95.344729, expected=52.000000 predicted=81.884479, expected=48.000000 predicted=62.508731, expected=96.000000 predicted=92.845825, expected=72.000000 predicted=85.315895, expected=108.000000 predicted=104.775857, expected=136.000000 predicted=89.144668, expected=116.000000 predicted=87.015633, expected=96.000000 predicted=101.573597, expected=36.000000 predicted=78.606995, expected=108.000000 predicted=103.978444, expected=68.000000 predicted=98.142807, expected=76.000000 predicted=86.572935, expected=84.000000 predicted=86.398676, expected=72.000000 predicted=63.259868, expected=28.000000 predicted=72.249614, expected=60.000000 predicted=65.311863, expected=48.000000 predicted=62.029600, expected=64.000000 predicted=63.993542, expected=40.000000 predicted=55.333783, expected=108.000000 predicted=60.279121, expected=144.000000 predicted=87.365875, expected=64.000000 predicted=65.853325, expected=72.000000 predicted=78.461215, expected=56.000000 predicted=68.717064, expected=84.000000 predicted=89.117502, expected=52.000000 predicted=88.574410, expected=40.000000 predicted=56.756926, expected=48.000000 predicted=61.046193, expected=60.000000 predicted=56.076401, expected=68.000000 predicted=65.478881, expected=96.000000 predicted=65.878586, expected=40.000000 predicted=50.600401, expected=84.000000 predicted=65.794397, expected=104.000000 predicted=79.192736, expected=92.000000 predicted=77.206240, expected=56.000000 predicted=79.311940, expected=72.000000 predicted=67.648491, expected=64.000000 predicted=76.893967, expected=24.000000 predicted=65.829919, expected=36.000000 predicted=61.661949, expected=68.000000 predicted=57.044767, expected=60.000000 predicted=57.097378, expected=60.000000 predicted=56.263702, expected=52.000000 predicted=45.856360, expected=52.000000 predicted=49.623520, expected=72.000000 predicted=64.683408, expected=60.000000 predicted=59.026602, expected=100.000000 predicted=71.427026, expected=72.000000 predicted=65.810930, expected=64.000000 predicted=63.897007, expected=48.000000 predicted=67.519471, expected=76.000000 predicted=68.169766, expected=40.000000 predicted=68.234079, expected=16.000000 predicted=48.467763, expected=84.000000 predicted=64.561346, expected=108.000000 predicted=66.568001, expected=44.000000 predicted=58.534039, expected=48.000000 predicted=54.268642, expected=76.000000 predicted=56.979238, expected=68.000000 predicted=70.262341, expected=88.000000 predicted=83.063318, expected=80.000000 predicted=65.721928, expected=112.000000 predicted=78.285841, expected=60.000000 predicted=75.886245, expected=68.000000 predicted=74.290391, expected=56.000000 predicted=77.376116, expected=44.000000 predicted=64.593807, expected=60.000000 predicted=75.908607, expected=80.000000 predicted=64.357574, expected=96.000000 predicted=72.443694, expected=92.000000 predicted=72.406667, expected=60.000000 predicted=63.827271, expected=56.000000 predicted=68.186253, expected=56.000000 predicted=71.535075, expected=60.000000 predicted=72.372460, expected=96.000000 predicted=80.161375, expected=124.000000 predicted=81.751886, expected=44.000000 predicted=61.959533, expected=40.000000 predicted=62.490698, expected=88.000000 predicted=77.188268, expected=72.000000 predicted=76.494127, expected=64.000000 predicted=81.268180, expected=136.000000 predicted=82.593649, expected=104.000000 predicted=76.384752, expected=60.000000 predicted=80.776797, expected=44.000000 predicted=74.779902, expected=64.000000 predicted=71.763802, expected=56.000000 predicted=84.373525, expected=52.000000 predicted=69.278943, expected=72.000000 predicted=62.500517, expected=120.000000 predicted=73.154850, expected=52.000000 predicted=62.966442, expected=52.000000 predicted=62.677438, expected=40.000000 predicted=59.556320, expected=56.000000 predicted=61.933602, expected=116.000000 predicted=92.982142, expected=100.000000 predicted=70.042731, expected=132.000000 predicted=86.386138, expected=92.000000 predicted=80.824718, expected=52.000000 predicted=73.872887, expected=52.000000 predicted=90.612474, expected=80.000000 predicted=86.254173, expected=84.000000 predicted=92.132323, expected=88.000000 predicted=81.174400, expected=100.000000 predicted=76.746965, expected=60.000000 predicted=67.393170, expected=68.000000 predicted=77.881029, expected=52.000000 predicted=73.123778, expected=32.000000 predicted=62.291985, expected=96.000000 predicted=82.601764, expected=112.000000 predicted=75.732879, expected=96.000000 predicted=76.598816, expected=64.000000 predicted=69.689904, expected=68.000000 predicted=66.153031, expected=84.000000 predicted=88.141714, expected=44.000000 predicted=76.733224, expected=88.000000 predicted=82.843547, expected=100.000000 predicted=78.401030, expected=76.000000 predicted=71.986456, expected=48.000000 predicted=72.088097, expected=48.000000 predicted=58.672948, expected=76.000000 predicted=76.554570, expected=48.000000 predicted=68.316442, expected=52.000000 predicted=60.802158, expected=60.000000 predicted=56.090159, expected=84.000000 predicted=61.925371, expected=68.000000 predicted=67.657716, expected=100.000000 predicted=71.069861, expected=104.000000 predicted=78.558547, expected=60.000000 predicted=69.143871, expected=72.000000 predicted=81.808156, expected=96.000000 predicted=83.242315, expected=140.000000 predicted=104.276220, expected=24.000000 predicted=73.824639, expected=52.000000 predicted=68.209675, expected=44.000000 predicted=68.870736, expected=64.000000 predicted=69.403821, expected=68.000000 predicted=84.247984, expected=96.000000 predicted=57.773171, expected=76.000000 predicted=65.603952, expected=48.000000 predicted=56.700756, expected=112.000000 predicted=84.077981, expected=56.000000 predicted=68.197175, expected=56.000000 predicted=73.770961, expected=60.000000 predicted=71.692653, expected=136.000000 predicted=81.404912, expected=68.000000 predicted=84.129084, expected=56.000000 predicted=64.661091, expected=56.000000 predicted=69.692683, expected=84.000000 predicted=71.587975, expected=20.000000 predicted=73.138411, expected=60.000000 predicted=61.012501, expected=80.000000 predicted=64.910018, expected=80.000000 predicted=60.983475, expected=80.000000 predicted=75.596406, expected=60.000000 predicted=53.394025, expected=76.000000 predicted=70.842402, expected=56.000000 predicted=70.305659, expected=76.000000 predicted=73.455811, expected=76.000000 predicted=74.761400, expected=104.000000 predicted=76.470703, expected=56.000000 predicted=70.860497, expected=84.000000 predicted=73.084089, expected=56.000000 predicted=72.968486, expected=24.000000 predicted=56.866997, expected=96.000000 predicted=86.082650, expected=100.000000 predicted=70.882687, expected=80.000000 predicted=74.344647, expected=112.000000 predicted=84.138679, expected=28.000000 predicted=51.680406, expected=96.000000 predicted=90.041841, expected=84.000000 predicted=89.119977, expected=108.000000 predicted=83.894647, expected=120.000000 predicted=105.022812, expected=120.000000 predicted=82.614597, expected=72.000000 predicted=93.847884, expected=116.000000 predicted=102.898654, expected=72.000000 predicted=96.793242, expected=84.000000 predicted=97.569266, expected=100.000000 predicted=103.838392, expected=40.000000 predicted=67.684292, expected=96.000000 predicted=95.298912, expected=80.000000 predicted=78.234568, expected=136.000000 predicted=94.878742, expected=68.000000 predicted=87.787031, expected=100.000000 predicted=77.955551, expected=92.000000 predicted=97.948658, expected=64.000000 predicted=79.110257, expected=100.000000 predicted=106.067552, expected=76.000000 predicted=78.136705, expected=92.000000 predicted=89.735433, expected=76.000000 predicted=85.360052, expected=132.000000 predicted=91.866728, expected=80.000000 predicted=92.132650, expected=44.000000 predicted=72.566314, expected=84.000000 predicted=89.611483, expected=48.000000 predicted=69.067329, expected=52.000000 predicted=80.310378, expected=80.000000 predicted=73.216896, expected=128.000000 predicted=75.980527, expected=124.000000 predicted=92.949820, expected=36.000000 predicted=62.783916, expected=56.000000 predicted=71.350184, expected=76.000000 predicted=82.230372, expected=80.000000 predicted=88.606104, expected=72.000000 predicted=84.971536, expected=136.000000 predicted=80.481369, expected=88.000000 predicted=78.424457, expected=80.000000 predicted=83.260844, expected=36.000000 predicted=75.315951, expected=56.000000 predicted=70.662792, expected=52.000000 predicted=83.863775, expected=72.000000 predicted=68.981636, expected=120.000000 predicted=83.265970, expected=92.000000 predicted=66.726372, expected=80.000000 predicted=74.147733, expected=40.000000 predicted=65.195004, expected=56.000000 predicted=70.620851, expected=44.000000 predicted=76.863851, expected=108.000000 predicted=81.530905, expected=100.000000 predicted=79.777148, expected=80.000000 predicted=64.463539, expected=100.000000 predicted=82.381519, expected=84.000000 predicted=75.724914, expected=48.000000 predicted=82.237942, expected=60.000000 predicted=80.847983, expected=60.000000 predicted=70.941025, expected=96.000000 predicted=83.573885, expected=80.000000 predicted=76.297568, expected=44.000000 predicted=55.836355, expected=52.000000 predicted=63.119895, expected=68.000000 predicted=65.253904, expected=56.000000 predicted=68.981881, expected=72.000000 predicted=68.448359, expected=104.000000 predicted=69.866940, expected=108.000000 predicted=76.880841, expected=56.000000 predicted=70.543808, expected=52.000000 predicted=67.029800, expected=68.000000 predicted=74.699691, expected=68.000000 predicted=78.536453, expected=104.000000 predicted=89.207988, expected=76.000000 predicted=68.652563, expected=112.000000 predicted=80.267653, expected=48.000000 predicted=71.391827, expected=68.000000 predicted=73.056449, expected=64.000000 predicted=83.614986, expected=72.000000 predicted=70.837861, expected=92.000000 predicted=88.594555, expected=120.000000 predicted=79.450919, expected=116.000000 predicted=89.764709, expected=28.000000 predicted=66.153535, expected=52.000000 predicted=73.871252, expected=80.000000 predicted=84.749392, expected=52.000000 predicted=76.187511, expected=68.000000 predicted=78.843076, expected=88.000000 predicted=60.760780, expected=60.000000 predicted=60.157750, expected=68.000000 predicted=72.087266, expected=60.000000 predicted=62.475264, expected=88.000000 predicted=73.440669, expected=48.000000 predicted=68.751568, expected=88.000000 predicted=70.459514, expected=76.000000 predicted=72.930579, expected=132.000000 predicted=85.723202, expected=76.000000 predicted=84.976764, expected=52.000000 predicted=64.663837, expected=112.000000 predicted=97.346989, expected=92.000000 predicted=84.804718, expected=68.000000 predicted=92.536250, expected=52.000000 predicted=73.325582, expected=64.000000 predicted=66.157470, expected=60.000000 predicted=79.181742, expected=76.000000 predicted=74.796018, expected=72.000000 predicted=67.737173, expected=100.000000 predicted=72.420488, expected=84.000000 predicted=75.422506, expected=128.000000 predicted=89.242150, expected=84.000000 predicted=86.892192, expected=60.000000 predicted=77.216925, expected=76.000000 predicted=91.206600, expected=52.000000 predicted=73.549099, expected=60.000000 predicted=83.703871, expected=108.000000 predicted=84.374812, expected=76.000000 predicted=68.591155, expected=84.000000 predicted=77.661956, expected=36.000000 predicted=60.265307, expected=88.000000 predicted=73.548993, expected=64.000000 predicted=81.372249, expected=52.000000 predicted=63.022106, expected=76.000000 predicted=75.129404, expected=108.000000 predicted=69.894027, expected=100.000000 predicted=85.859181, expected=60.000000 predicted=70.601835, expected=88.000000 predicted=77.539654, expected=52.000000 predicted=73.354645, expected=84.000000 predicted=86.612917, expected=100.000000 predicted=90.716524, expected=100.000000 predicted=78.126406, expected=68.000000 predicted=81.320026, expected=40.000000 predicted=62.361740, expected=56.000000 predicted=73.457596, expected=116.000000 predicted=91.657919, expected=64.000000 predicted=75.737415, expected=64.000000 predicted=67.156570, expected=112.000000 predicted=78.511870, expected=84.000000 predicted=74.256976, expected=60.000000 predicted=85.230648, expected=52.000000 predicted=68.822554, expected=88.000000 predicted=75.677084, expected=68.000000 predicted=81.867552, expected=96.000000 predicted=80.716512, expected=108.000000 predicted=82.321201, expected=80.000000 predicted=73.279019, expected=76.000000 predicted=85.529992, expected=28.000000 predicted=64.588707, expected=68.000000 predicted=78.297646, expected=48.000000 predicted=72.880552, expected=100.000000 predicted=74.557090, expected=112.000000 predicted=83.125643, expected=116.000000 predicted=73.569911, expected=56.000000 predicted=75.548439, expected=56.000000 predicted=68.939031, expected=56.000000 predicted=81.945581, expected=68.000000 predicted=80.878343, expected=92.000000 predicted=87.661958, expected=72.000000 predicted=64.917541, expected=104.000000 predicted=77.140910, expected=24.000000 predicted=57.183542, expected=104.000000 predicted=80.150987, expected=96.000000 predicted=89.438698, expected=56.000000 predicted=66.361524, expected=136.000000 predicted=104.566557, expected=68.000000 predicted=64.929821, expected=96.000000 predicted=93.802799, expected=40.000000 predicted=79.959000, expected=84.000000 predicted=72.907034, expected=128.000000 predicted=110.866169, expected=44.000000 predicted=65.404135, expected=88.000000 predicted=86.127986, expected=92.000000 predicted=75.771745, expected=96.000000 predicted=86.020842, expected=48.000000 predicted=86.530873, expected=76.000000 predicted=68.327363, expected=112.000000 predicted=92.136033, expected=36.000000 predicted=69.429842, expected=52.000000 predicted=72.687610, expected=108.000000 predicted=76.384541, expected=88.000000 predicted=76.771108, expected=60.000000 predicted=80.187563, expected=68.000000 predicted=64.010563, expected=48.000000 predicted=61.760582, expected=80.000000 predicted=82.375019, expected=100.000000 predicted=82.527232, expected=124.000000 predicted=83.421800, expected=48.000000 predicted=70.082294, expected=60.000000 predicted=68.105458, expected=72.000000 predicted=80.779973, expected=48.000000 predicted=72.275474, expected=96.000000 predicted=90.008536, expected=60.000000 predicted=60.019547, expected=84.000000 predicted=69.479539, expected=116.000000 predicted=86.990823, expected=32.000000 predicted=57.543333, expected=48.000000 predicted=73.679838, expected=80.000000 predicted=71.938881, expected=64.000000 Test MSE: 850.052
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355]), array([301.11462524]), array([90.35846104]), array([347.2967517]), array([22.20072466]), array([25.14297369]), array([95.56720555]), array([29.9407132]), array([31.86251906]), array([70.47621443]), array([32.28487083]), array([35.26971104]), array([27.38832002]), array([71.93888055])] predicted=59.560332, expected=44.000000 predicted=43.361881, expected=56.000000 predicted=56.468860, expected=36.000000 predicted=40.876554, expected=36.000000 predicted=43.341727, expected=92.000000 predicted=65.189001, expected=100.000000 predicted=77.008992, expected=32.000000 predicted=53.682874, expected=28.000000 predicted=40.877627, expected=44.000000 predicted=42.085122, expected=44.000000 predicted=52.835888, expected=28.000000 predicted=45.677302, expected=20.000000 predicted=27.127182, expected=72.000000 predicted=49.039166, expected=48.000000 predicted=46.271148, expected=32.000000 predicted=40.824322, expected=32.000000 predicted=33.704194, expected=32.000000 predicted=31.670490, expected=36.000000 predicted=41.857002, expected=36.000000 predicted=37.293861, expected=72.000000 predicted=52.210579, expected=92.000000 predicted=67.045993, expected=84.000000 predicted=70.655468, expected=88.000000 predicted=75.722030, expected=52.000000 predicted=59.850123, expected=84.000000 predicted=78.099014, expected=52.000000 predicted=66.118278, expected=52.000000 predicted=63.303146, expected=24.000000 predicted=45.917933, expected=24.000000 predicted=35.693265, expected=16.000000 predicted=32.957170, expected=28.000000 predicted=30.932960, expected=56.000000 predicted=44.065182, expected=64.000000 predicted=47.968603, expected=132.000000 predicted=85.634934, expected=4.000000 predicted=33.986753, expected=88.000000 predicted=68.175898, expected=48.000000 predicted=52.796812, expected=76.000000 predicted=71.259612, expected=52.000000 predicted=68.994164, expected=56.000000 predicted=49.138312, expected=56.000000 predicted=61.616983, expected=68.000000 predicted=60.863031, expected=40.000000 predicted=53.532314, expected=16.000000 predicted=35.069567, expected=56.000000 predicted=48.472261, expected=32.000000 predicted=39.525036, expected=72.000000 predicted=60.444435, expected=132.000000 predicted=87.243903, expected=232.000000 predicted=146.131349, expected=40.000000 predicted=82.623552, expected=28.000000 predicted=59.835454, expected=56.000000 predicted=61.712064, expected=60.000000 predicted=75.154341, expected=48.000000 predicted=84.387354, expected=56.000000 predicted=51.202208, expected=76.000000 predicted=59.482083, expected=80.000000 predicted=70.185226, expected=20.000000 predicted=44.800688, expected=12.000000 predicted=31.691375, expected=56.000000 predicted=46.968340, expected=60.000000 predicted=55.900859, expected=28.000000 predicted=44.519366, expected=16.000000 predicted=24.817925, expected=28.000000 predicted=25.386730, expected=56.000000 predicted=46.298982, expected=20.000000 predicted=33.359103, expected=96.000000 predicted=62.396215, expected=28.000000 predicted=35.242479, expected=64.000000 predicted=54.035190, expected=84.000000 predicted=67.181362, expected=36.000000 predicted=45.125176, expected=16.000000 predicted=43.923788, expected=48.000000 predicted=40.078667, expected=40.000000 predicted=44.060455, expected=32.000000 predicted=44.169987, expected=88.000000 predicted=60.433369, expected=44.000000 predicted=43.388024, expected=36.000000 predicted=45.580704, expected=56.000000 predicted=48.842426, expected=92.000000 predicted=67.016394, expected=108.000000 predicted=90.770791, expected=48.000000 predicted=60.738577, expected=72.000000 predicted=66.404429, expected=96.000000 predicted=79.641524, expected=60.000000 predicted=73.758964, expected=20.000000 predicted=54.030578, expected=68.000000 predicted=57.745307, expected=44.000000 predicted=51.962846, expected=24.000000 predicted=46.603519, expected=72.000000 predicted=57.521466, expected=108.000000 predicted=72.401730, expected=88.000000 predicted=81.114034, expected=56.000000 predicted=63.987794, expected=92.000000 predicted=73.765444, expected=12.000000 predicted=45.774370, expected=76.000000 predicted=74.695964, expected=112.000000 predicted=87.389356, expected=48.000000 predicted=62.077802, expected=84.000000 predicted=81.100856, expected=52.000000 predicted=51.354612, expected=40.000000 predicted=56.789881, expected=52.000000 predicted=62.415901, expected=56.000000 predicted=52.760413, expected=96.000000 predicted=79.092869, expected=36.000000 predicted=50.423217, expected=20.000000 predicted=37.789025, expected=96.000000 predicted=68.140757, expected=28.000000 predicted=44.417202, expected=12.000000 predicted=41.619549, expected=76.000000 predicted=51.977869, expected=112.000000 predicted=73.523027, expected=44.000000 predicted=65.337433, expected=44.000000 predicted=49.659859, expected=8.000000 predicted=24.289082, expected=36.000000 predicted=43.678557, expected=32.000000 predicted=45.171210, expected=64.000000 predicted=49.465390, expected=40.000000 predicted=41.553821, expected=64.000000 predicted=47.931391, expected=44.000000 predicted=44.899337, expected=72.000000 predicted=58.105336, expected=36.000000 predicted=48.273085, expected=52.000000 predicted=50.107641, expected=44.000000 predicted=48.769400, expected=76.000000 predicted=60.847188, expected=52.000000 predicted=57.399379, expected=32.000000 predicted=42.086235, expected=24.000000 predicted=36.406846, expected=36.000000 predicted=37.237041, expected=44.000000 predicted=46.109168, expected=16.000000 predicted=29.822523, expected=48.000000 predicted=38.656114, expected=8.000000 predicted=19.686202, expected=36.000000 predicted=33.025709, expected=64.000000 predicted=46.886837, expected=16.000000 predicted=25.835780, expected=48.000000 predicted=43.581655, expected=44.000000 predicted=34.559622, expected=88.000000 predicted=63.517321, expected=16.000000 predicted=39.580250, expected=68.000000 predicted=51.782706, expected=52.000000 predicted=49.968188, expected=12.000000 predicted=33.368597, expected=36.000000 predicted=44.793919, expected=64.000000 predicted=44.085824, expected=48.000000 predicted=51.118796, expected=20.000000 predicted=35.637733, expected=12.000000 predicted=20.346958, expected=32.000000 predicted=30.074287, expected=60.000000 predicted=48.716906, expected=32.000000 predicted=37.494198, expected=60.000000 predicted=45.723409, expected=24.000000 predicted=29.286028, expected=60.000000 predicted=48.562916, expected=52.000000 predicted=50.563515, expected=20.000000 predicted=33.201586, expected=72.000000 predicted=57.685811, expected=44.000000 predicted=41.906551, expected=112.000000 predicted=81.941972, expected=72.000000 predicted=68.371137, expected=20.000000 predicted=41.690380, expected=32.000000 predicted=46.219247, expected=12.000000 predicted=27.749536, expected=24.000000 predicted=41.225134, expected=32.000000 predicted=35.140904, expected=48.000000 predicted=35.438568, expected=108.000000 predicted=69.058872, expected=4.000000 predicted=27.284412, expected=28.000000 predicted=34.759420, expected=8.000000 predicted=19.932021, expected=136.000000 predicted=81.784336, expected=56.000000 predicted=67.821295, expected=52.000000 predicted=51.101975, expected=80.000000 predicted=62.965011, expected=12.000000 predicted=32.570541, expected=32.000000 predicted=56.009875, expected=56.000000 predicted=47.796612, expected=40.000000 predicted=43.885528, expected=32.000000 predicted=44.037186, expected=40.000000 predicted=33.883372, expected=92.000000 predicted=62.496247, expected=28.000000 predicted=44.237472, expected=32.000000 predicted=40.629024, expected=88.000000 predicted=60.387936, expected=32.000000 predicted=43.522483, expected=76.000000 predicted=70.457870, expected=68.000000 predicted=56.440994, expected=56.000000 predicted=56.127696, expected=28.000000 predicted=50.036080, expected=36.000000 predicted=39.446394, expected=160.000000 predicted=102.419273, expected=80.000000 predicted=80.330155, expected=28.000000 predicted=57.517199, expected=120.000000 predicted=83.283098, expected=72.000000 predicted=70.295142, expected=16.000000 predicted=67.032329, expected=36.000000 predicted=49.063624, expected=12.000000 predicted=25.392980, expected=32.000000 predicted=46.715402, expected=56.000000 predicted=47.238910, expected=160.000000 predicted=91.557442, expected=16.000000 predicted=45.334610, expected=52.000000 predicted=53.042131, expected=104.000000 predicted=72.096720, expected=24.000000 predicted=49.737268, expected=44.000000 predicted=70.080220, expected=36.000000 predicted=34.932310, expected=24.000000 predicted=36.626016, expected=100.000000 predicted=76.224265, expected=52.000000 predicted=48.686361, expected=24.000000 predicted=42.274694, expected=56.000000 predicted=47.521018, expected=88.000000 predicted=62.210021, expected=84.000000 predicted=79.992176, expected=64.000000 predicted=65.746132, expected=68.000000 predicted=61.785377, expected=44.000000 predicted=55.530946, expected=36.000000 predicted=53.986434, expected=116.000000 predicted=85.302102, expected=96.000000 predicted=81.491517, expected=48.000000 predicted=66.824855, expected=44.000000 predicted=53.976821, expected=36.000000 predicted=44.361819, expected=24.000000 predicted=49.165453, expected=48.000000 predicted=51.681155, expected=20.000000 predicted=30.980631, expected=40.000000 predicted=38.196003, expected=60.000000 predicted=45.297517, expected=48.000000 predicted=42.969301, expected=84.000000 predicted=64.743356, expected=32.000000 predicted=40.363878, expected=56.000000 predicted=53.397587, expected=52.000000 predicted=52.212098, expected=24.000000 predicted=39.408221, expected=40.000000 predicted=47.626791, expected=52.000000 predicted=42.932765, expected=64.000000 predicted=55.522598, expected=68.000000 predicted=59.291619, expected=32.000000 predicted=40.805165, expected=16.000000 predicted=32.901214, expected=76.000000 predicted=56.509961, expected=156.000000 predicted=100.754327, expected=164.000000 predicted=122.154461, expected=120.000000 predicted=108.379240, expected=132.000000 predicted=112.038594, expected=32.000000 predicted=75.659996, expected=40.000000 predicted=81.054283, expected=80.000000 predicted=87.385044, expected=100.000000 predicted=92.112753, expected=128.000000 predicted=111.308987, expected=112.000000 predicted=93.294604, expected=60.000000 predicted=74.464142, expected=140.000000 predicted=112.180129, expected=104.000000 predicted=103.637991, expected=104.000000 predicted=112.197297, expected=40.000000 predicted=74.890048, expected=80.000000 predicted=77.646094, expected=56.000000 predicted=76.598424, expected=36.000000 predicted=60.253885, expected=8.000000 predicted=39.770300, expected=84.000000 predicted=57.916832, expected=36.000000 predicted=47.745318, expected=12.000000 predicted=33.720874, expected=88.000000 predicted=57.426161, expected=52.000000 predicted=44.022287, expected=20.000000 predicted=45.670210, expected=68.000000 predicted=51.654003, expected=68.000000 predicted=51.241282, expected=56.000000 predicted=63.656417, expected=20.000000 predicted=38.914213, expected=52.000000 predicted=43.471255, expected=8.000000 predicted=30.869110, expected=28.000000 predicted=36.742562, expected=32.000000 predicted=32.788631, expected=44.000000 predicted=34.619199, expected=48.000000 predicted=43.519794, expected=16.000000 predicted=23.547835, expected=72.000000 predicted=50.202125, expected=8.000000 predicted=25.086350, expected=8.000000 predicted=25.177576, expected=16.000000 predicted=21.686033, expected=48.000000 predicted=31.696060, expected=44.000000 predicted=42.988537, expected=36.000000 predicted=31.425804, expected=52.000000 predicted=38.800888, expected=16.000000 predicted=25.825221, expected=60.000000 predicted=49.045927, expected=16.000000 predicted=29.252305, expected=48.000000 predicted=41.862053, expected=80.000000 predicted=58.263767, expected=4.000000 predicted=25.275516, expected=12.000000 predicted=30.374648, expected=56.000000 predicted=35.956372, expected=28.000000 predicted=34.562766, expected=44.000000 predicted=47.137961, expected=80.000000 predicted=50.006076, expected=32.000000 predicted=37.181104, expected=12.000000 predicted=33.918460, expected=36.000000 predicted=32.512997, expected=24.000000 predicted=30.251320, expected=24.000000 predicted=35.884740, expected=88.000000 predicted=54.955129, expected=88.000000 predicted=60.453146, expected=140.000000 predicted=97.534245, expected=32.000000 predicted=54.339202, expected=24.000000 predicted=45.713929, expected=44.000000 predicted=53.176248, expected=44.000000 predicted=53.211710, expected=28.000000 predicted=53.278429, expected=52.000000 predicted=42.340263, expected=92.000000 predicted=61.362178, expected=28.000000 predicted=43.458052, expected=36.000000 predicted=44.182649, expected=92.000000 predicted=61.967010, expected=36.000000 predicted=48.485292, expected=44.000000 predicted=57.539761, expected=84.000000 predicted=59.684776, expected=64.000000 predicted=58.729704, expected=76.000000 predicted=75.692023, expected=92.000000 predicted=73.127036, expected=56.000000 predicted=62.700936, expected=60.000000 predicted=69.094873, expected=88.000000 predicted=74.901510, expected=64.000000 predicted=69.758891, expected=88.000000 predicted=83.232703, expected=108.000000 predicted=86.714321, expected=56.000000 predicted=69.711785, expected=28.000000 predicted=57.677845, expected=176.000000 predicted=112.308937, expected=84.000000 predicted=89.121148, expected=256.000000 predicted=176.959519, expected=52.000000 predicted=90.566953, expected=36.000000 predicted=73.963495, expected=56.000000 predicted=84.174957, expected=84.000000 predicted=80.287128, expected=140.000000 predicted=135.287498, expected=72.000000 predicted=77.048197, expected=32.000000 predicted=55.597144, expected=104.000000 predicted=80.967714, expected=56.000000 predicted=69.765140, expected=56.000000 predicted=77.913276, expected=32.000000 predicted=48.520549, expected=24.000000 predicted=36.120263, expected=28.000000 predicted=44.370804, expected=88.000000 predicted=61.355932, expected=28.000000 predicted=41.647663, expected=52.000000 predicted=47.186735, expected=100.000000 predicted=65.309893, expected=116.000000 predicted=84.269881, expected=28.000000 predicted=61.943521, expected=96.000000 predicted=74.307498, expected=84.000000 predicted=74.262674, expected=44.000000 predicted=69.968487, expected=48.000000 predicted=65.733458, expected=40.000000 predicted=43.789824, expected=84.000000 predicted=73.637126, expected=48.000000 predicted=58.398775, expected=52.000000 predicted=53.488376, expected=60.000000 predicted=54.889709, expected=36.000000 predicted=45.056945, expected=16.000000 predicted=40.170994, expected=76.000000 predicted=55.092110, expected=24.000000 predicted=37.614917, expected=68.000000 predicted=57.670145, expected=76.000000 predicted=57.390847, expected=84.000000 predicted=65.341289, expected=4.000000 predicted=41.785192, expected=36.000000 predicted=38.641271, expected=36.000000 predicted=41.445139, expected=20.000000 predicted=37.217347, expected=64.000000 predicted=53.657754, expected=52.000000 predicted=38.939981, expected=68.000000 predicted=55.722902, expected=36.000000 predicted=42.881063, expected=12.000000 predicted=28.339464, expected=36.000000 predicted=39.732934, expected=72.000000 predicted=53.499490, expected=84.000000 predicted=67.707888, expected=44.000000 predicted=49.876674, expected=48.000000 predicted=45.751850, expected=48.000000 predicted=47.747292, expected=24.000000 predicted=43.206942, expected=24.000000 predicted=40.210124, expected=12.000000 predicted=24.299863, expected=40.000000 predicted=35.058500, expected=72.000000 predicted=50.684712, expected=72.000000 predicted=53.996983, expected=64.000000 predicted=55.132233, expected=32.000000 predicted=39.918713, expected=40.000000 predicted=44.800316, expected=68.000000 predicted=60.012417, expected=76.000000 predicted=66.992762, expected=116.000000 predicted=87.147383, expected=32.000000 predicted=51.365017, expected=48.000000 predicted=55.272528, expected=200.000000 predicted=122.125183, expected=100.000000 predicted=100.564596, expected=108.000000 predicted=114.699102, expected=100.000000 predicted=89.685647, expected=52.000000 predicted=75.193827, expected=44.000000 predicted=87.098397, expected=56.000000 predicted=66.241385, expected=36.000000 predicted=57.071041, expected=64.000000 predicted=64.261397, expected=40.000000 predicted=45.736785, expected=64.000000 predicted=55.411930, expected=48.000000 predicted=50.517435, expected=32.000000 predicted=41.191038, expected=8.000000 predicted=30.762404, expected=40.000000 predicted=35.863198, expected=24.000000 predicted=32.905011, expected=32.000000 predicted=33.917799, expected=76.000000 predicted=49.678792, expected=80.000000 predicted=55.370246, expected=28.000000 predicted=43.852159, expected=60.000000 predicted=50.621888, expected=52.000000 predicted=48.306396, expected=60.000000 predicted=61.638102, expected=84.000000 predicted=71.744149, expected=28.000000 predicted=42.635560, expected=76.000000 predicted=65.495607, expected=72.000000 predicted=62.609982, expected=20.000000 predicted=45.920511, expected=48.000000 Test MSE: 1293.494
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array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), 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array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355]), array([301.11462524]), array([90.35846104]), array([347.2967517]), array([22.20072466]), array([25.14297369]), array([95.56720555]), array([29.9407132]), array([31.86251906]), array([70.47621443]), array([32.28487083]), array([35.26971104]), array([27.38832002]), array([71.93888055]), array([45.92051112])] predicted=26.889348, expected=8.000000 predicted=20.391248, expected=20.000000 predicted=15.577117, expected=16.000000 predicted=14.816918, expected=32.000000 predicted=20.509257, expected=12.000000 predicted=18.350188, expected=20.000000 predicted=16.153304, expected=8.000000 predicted=15.892151, expected=12.000000 predicted=14.690769, expected=20.000000 predicted=21.599261, expected=24.000000 predicted=17.006788, expected=12.000000 predicted=15.988212, expected=40.000000 predicted=22.533283, expected=12.000000 predicted=15.980383, expected=16.000000 predicted=19.061048, expected=16.000000 predicted=20.255235, expected=24.000000 predicted=18.448219, expected=48.000000 predicted=35.499533, expected=20.000000 predicted=19.622736, expected=16.000000 predicted=19.878653, expected=32.000000 predicted=25.518529, expected=4.000000 predicted=18.015432, expected=12.000000 predicted=25.378710, expected=24.000000 predicted=20.061837, expected=20.000000 predicted=17.596009, expected=12.000000 predicted=19.614503, expected=24.000000 predicted=15.486691, expected=16.000000 predicted=15.855132, expected=28.000000 predicted=23.359902, expected=28.000000 predicted=23.022247, expected=12.000000 predicted=15.919354, expected=12.000000 predicted=18.935804, expected=44.000000 predicted=26.961353, expected=12.000000 predicted=20.789510, expected=32.000000 predicted=27.067719, expected=12.000000 predicted=16.728435, expected=24.000000 predicted=19.854017, expected=28.000000 predicted=30.648937, expected=24.000000 predicted=19.944451, expected=12.000000 predicted=21.977393, expected=12.000000 predicted=15.282272, expected=12.000000 predicted=17.868918, expected=20.000000 predicted=20.563860, expected=20.000000 predicted=19.263637, expected=36.000000 predicted=21.769778, expected=36.000000 predicted=24.003315, expected=24.000000 predicted=21.744603, expected=28.000000 predicted=26.068440, expected=16.000000 predicted=22.125190, expected=20.000000 predicted=26.775074, expected=8.000000 predicted=21.441024, expected=36.000000 predicted=25.837270, expected=44.000000 predicted=31.096999, expected=12.000000 predicted=18.441507, expected=12.000000 predicted=19.379506, expected=12.000000 predicted=15.132680, expected=8.000000 predicted=20.207493, expected=12.000000 predicted=21.753595, expected=24.000000 predicted=15.796149, expected=36.000000 predicted=21.128708, expected=8.000000 predicted=13.516631, expected=20.000000 predicted=16.409192, expected=4.000000 predicted=12.437180, expected=12.000000 predicted=16.885937, expected=16.000000 predicted=20.768888, expected=8.000000 predicted=9.420110, expected=20.000000 predicted=16.763071, expected=12.000000 predicted=10.141895, expected=12.000000 predicted=12.568224, expected=20.000000 predicted=16.462614, expected=4.000000 predicted=9.146252, expected=12.000000 predicted=14.460806, expected=32.000000 predicted=18.894389, expected=20.000000 predicted=16.382477, expected=4.000000 predicted=13.746827, expected=4.000000 predicted=8.416241, expected=20.000000 predicted=15.329737, expected=24.000000 predicted=22.232959, expected=36.000000 predicted=23.432083, expected=28.000000 predicted=18.431916, expected=28.000000 predicted=20.254662, expected=12.000000 predicted=20.301263, expected=16.000000 predicted=21.604482, expected=24.000000 predicted=26.626256, expected=16.000000 predicted=20.903838, expected=8.000000 predicted=17.405650, expected=32.000000 predicted=20.318377, expected=44.000000 predicted=27.031769, expected=24.000000 predicted=24.487004, expected=12.000000 predicted=18.760970, expected=8.000000 predicted=14.592572, expected=4.000000 predicted=18.259671, expected=28.000000 predicted=27.551173, expected=12.000000 predicted=16.031773, expected=4.000000 predicted=9.576220, expected=12.000000 predicted=10.938213, expected=40.000000 predicted=19.643165, expected=24.000000 predicted=22.805274, expected=12.000000 predicted=14.979126, expected=12.000000 predicted=13.236501, expected=20.000000 predicted=17.773416, expected=12.000000 predicted=22.141610, expected=4.000000 predicted=13.568341, expected=4.000000 predicted=9.228511, expected=16.000000 predicted=12.497218, expected=16.000000 predicted=14.648290, expected=24.000000 predicted=15.617056, expected=12.000000 predicted=10.679285, expected=20.000000 predicted=14.064862, expected=4.000000 predicted=12.447272, expected=8.000000 predicted=12.598311, expected=24.000000 predicted=19.685156, expected=52.000000 predicted=26.581957, expected=20.000000 predicted=20.666371, expected=8.000000 predicted=13.178553, expected=8.000000 predicted=14.508739, expected=12.000000 predicted=18.429242, expected=12.000000 predicted=24.250737, expected=12.000000 predicted=13.774427, expected=16.000000 predicted=11.883516, expected=28.000000 predicted=16.765912, expected=20.000000 predicted=16.426773, expected=24.000000 predicted=18.733243, expected=12.000000 predicted=15.490030, expected=8.000000 predicted=14.643997, expected=12.000000 predicted=18.344021, expected=20.000000 predicted=17.717939, expected=12.000000 predicted=15.901004, expected=20.000000 predicted=15.288988, expected=4.000000 predicted=9.271275, expected=12.000000 predicted=12.524359, expected=8.000000 predicted=13.120181, expected=44.000000 predicted=22.743075, expected=16.000000 predicted=17.627492, expected=16.000000 predicted=13.516030, expected=28.000000 predicted=21.410872, expected=4.000000 predicted=11.922927, expected=12.000000 predicted=23.431595, expected=20.000000 predicted=17.190210, expected=8.000000 predicted=12.646497, expected=20.000000 predicted=19.675806, expected=8.000000 predicted=9.122586, expected=20.000000 predicted=15.297120, expected=8.000000 predicted=13.868549, expected=8.000000 predicted=9.798831, expected=4.000000 predicted=11.450385, expected=36.000000 predicted=18.267152, expected=16.000000 predicted=16.483868, expected=4.000000 predicted=9.269169, expected=8.000000 predicted=10.935980, expected=4.000000 predicted=7.550837, expected=16.000000 predicted=19.288989, expected=24.000000 predicted=16.110595, expected=24.000000 predicted=13.948995, expected=12.000000 predicted=12.605648, expected=16.000000 predicted=13.402534, expected=12.000000 predicted=15.530400, expected=8.000000 predicted=15.431645, expected=4.000000 predicted=12.939443, expected=16.000000 predicted=12.618613, expected=4.000000 predicted=9.579157, expected=8.000000 predicted=9.162832, expected=12.000000 predicted=9.543106, expected=8.000000 predicted=7.125307, expected=16.000000 predicted=13.357691, expected=36.000000 predicted=17.664819, expected=40.000000 predicted=22.617477, expected=16.000000 predicted=17.906112, expected=16.000000 predicted=17.609465, expected=4.000000 predicted=15.358015, expected=4.000000 predicted=18.492128, expected=12.000000 predicted=20.021631, expected=8.000000 predicted=10.513826, expected=16.000000 predicted=13.009230, expected=4.000000 predicted=6.053076, expected=8.000000 predicted=7.317846, expected=4.000000 predicted=8.185346, expected=4.000000 predicted=6.283961, expected=16.000000 predicted=12.355865, expected=8.000000 predicted=6.607261, expected=16.000000 predicted=10.855443, expected=8.000000 predicted=7.885291, expected=8.000000 predicted=7.912783, expected=20.000000 predicted=15.499378, expected=32.000000 predicted=18.065581, expected=20.000000 predicted=17.767804, expected=8.000000 predicted=12.204351, expected=16.000000 predicted=15.020428, expected=4.000000 predicted=13.626149, expected=8.000000 predicted=16.551927, expected=24.000000 predicted=17.852629, expected=4.000000 predicted=7.956316, expected=4.000000 predicted=9.835535, expected=16.000000 predicted=10.418389, expected=12.000000 predicted=10.310883, expected=12.000000 predicted=14.752794, expected=12.000000 predicted=9.326512, expected=4.000000 predicted=6.852895, expected=16.000000 predicted=13.971758, expected=16.000000 predicted=12.989063, expected=8.000000 predicted=10.431385, expected=4.000000 predicted=8.982010, expected=8.000000 predicted=7.670003, expected=24.000000 predicted=16.323889, expected=16.000000 predicted=14.186842, expected=16.000000 predicted=12.621170, expected=12.000000 predicted=11.055605, expected=8.000000 predicted=10.822967, expected=4.000000 predicted=13.142851, expected=16.000000 predicted=13.886740, expected=8.000000 predicted=10.978979, expected=20.000000 predicted=13.800915, expected=28.000000 predicted=16.592833, expected=28.000000 predicted=17.104280, expected=4.000000 predicted=13.567367, expected=4.000000 predicted=10.687728, expected=8.000000 predicted=14.265049, expected=12.000000 predicted=16.178534, expected=8.000000 predicted=13.841631, expected=28.000000 predicted=13.981439, expected=16.000000 predicted=11.563974, expected=8.000000 predicted=10.610558, expected=20.000000 predicted=16.164660, expected=16.000000 predicted=13.822310, expected=52.000000 predicted=32.209467, expected=16.000000 predicted=18.813633, expected=12.000000 predicted=15.499784, expected=12.000000 predicted=18.988569, expected=16.000000 predicted=17.753644, expected=20.000000 predicted=27.817391, expected=20.000000 predicted=17.052592, expected=8.000000 predicted=12.272953, expected=8.000000 predicted=11.959028, expected=4.000000 predicted=10.988610, expected=8.000000 predicted=12.149828, expected=8.000000 predicted=11.290261, expected=20.000000 predicted=11.839563, expected=36.000000 predicted=18.704175, expected=24.000000 predicted=15.798463, expected=24.000000 predicted=18.618137, expected=8.000000 predicted=14.173565, expected=16.000000 predicted=19.385545, expected=16.000000 predicted=22.778589, expected=12.000000 predicted=16.768587, expected=8.000000 predicted=14.657453, expected=12.000000 predicted=11.054177, expected=24.000000 predicted=17.437528, expected=8.000000 predicted=12.347157, expected=8.000000 predicted=10.946859, expected=32.000000 predicted=18.405605, expected=20.000000 predicted=16.548289, expected=8.000000 predicted=15.967526, expected=8.000000 predicted=11.360688, expected=8.000000 predicted=10.762640, expected=12.000000 predicted=17.567256, expected=12.000000 predicted=13.379877, expected=24.000000 predicted=14.388629, expected=36.000000 predicted=20.120220, expected=8.000000 predicted=12.276501, expected=32.000000 predicted=22.118113, expected=4.000000 predicted=13.606173, expected=24.000000 predicted=22.207299, expected=24.000000 predicted=25.609125, expected=4.000000 predicted=10.673247, expected=16.000000 predicted=20.382633, expected=4.000000 predicted=8.366204, expected=4.000000 predicted=12.535492, expected=32.000000 predicted=21.039324, expected=12.000000 predicted=10.130951, expected=8.000000 predicted=12.207493, expected=8.000000 predicted=8.991406, expected=20.000000 predicted=13.197079, expected=16.000000 predicted=19.365503, expected=4.000000 predicted=9.498275, expected=20.000000 predicted=13.697920, expected=16.000000 predicted=13.125755, expected=8.000000 predicted=13.574431, expected=20.000000 predicted=16.138711, expected=12.000000 predicted=10.866067, expected=12.000000 predicted=15.029436, expected=8.000000 predicted=12.177961, expected=28.000000 predicted=16.671567, expected=16.000000 predicted=16.794762, expected=12.000000 predicted=13.384385, expected=16.000000 predicted=14.935888, expected=8.000000 predicted=11.296584, expected=4.000000 predicted=14.273006, expected=8.000000 predicted=11.058279, expected=60.000000 predicted=27.775830, expected=4.000000 predicted=13.130068, expected=16.000000 predicted=14.856006, expected=4.000000 predicted=10.785949, expected=4.000000 predicted=10.553448, expected=8.000000 predicted=23.507723, expected=8.000000 predicted=6.628012, expected=16.000000 predicted=12.422497, expected=4.000000 predicted=5.761907, expected=4.000000 predicted=5.717189, expected=8.000000 predicted=7.980253, expected=16.000000 predicted=10.614775, expected=12.000000 predicted=11.746318, expected=16.000000 predicted=10.292025, expected=28.000000 predicted=15.562466, expected=8.000000 predicted=11.496595, expected=16.000000 predicted=16.015786, expected=8.000000 predicted=12.412497, expected=4.000000 predicted=11.266999, expected=16.000000 predicted=17.093257, expected=8.000000 predicted=8.955905, expected=4.000000 predicted=9.297838, expected=16.000000 predicted=10.781290, expected=4.000000 predicted=6.371664, expected=8.000000 predicted=10.327582, expected=8.000000 predicted=7.999646, expected=12.000000 predicted=8.405874, expected=36.000000 predicted=20.082242, expected=4.000000 predicted=8.325140, expected=8.000000 predicted=10.529258, expected=24.000000 predicted=16.006365, expected=12.000000 predicted=13.933600, expected=12.000000 predicted=19.195609, expected=16.000000 predicted=11.733797, expected=8.000000 predicted=10.754020, expected=4.000000 predicted=12.777774, expected=16.000000 predicted=12.595035, expected=8.000000 predicted=10.145376, expected=12.000000 predicted=12.093739, expected=8.000000 predicted=8.713695, expected=4.000000 predicted=6.420174, expected=16.000000 predicted=13.075673, expected=4.000000 predicted=7.256485, expected=4.000000 predicted=7.784422, expected=8.000000 predicted=7.592909, expected=8.000000 predicted=6.680306, expected=24.000000 predicted=15.116621, expected=32.000000 predicted=16.170628, expected=48.000000 predicted=24.429605, expected=8.000000 predicted=15.324679, expected=8.000000 predicted=15.190507, expected=4.000000 predicted=16.956409, expected=24.000000 predicted=23.642901, expected=20.000000 predicted=25.135008, expected=32.000000 predicted=18.446522, expected=20.000000 predicted=16.543347, expected=8.000000 predicted=12.438335, expected=8.000000 predicted=17.009745, expected=4.000000 predicted=13.230650, expected=8.000000 predicted=15.753990, expected=20.000000 predicted=15.360003, expected=16.000000 predicted=11.475355, expected=20.000000 predicted=13.608242, expected=16.000000 predicted=12.439488, expected=4.000000 predicted=10.078790, expected=20.000000 predicted=17.804265, expected=16.000000 predicted=15.593103, expected=20.000000 predicted=17.843353, expected=16.000000 predicted=15.694625, expected=20.000000 predicted=14.453571, expected=8.000000 predicted=15.121532, expected=8.000000 predicted=13.133140, expected=4.000000 predicted=11.891675, expected=12.000000 predicted=12.358459, expected=20.000000 predicted=15.739980, expected=8.000000 predicted=9.059819, expected=12.000000 predicted=10.433098, expected=12.000000 predicted=9.916751, expected=4.000000 predicted=9.485935, expected=12.000000 predicted=13.278102, expected=8.000000 predicted=8.650895, expected=12.000000 predicted=10.871220, expected=8.000000 predicted=9.539583, expected=20.000000 predicted=11.604773, expected=8.000000 predicted=10.629030, expected=12.000000 predicted=10.737047, expected=12.000000 predicted=11.983229, expected=20.000000 predicted=13.837321, expected=20.000000 predicted=17.551495, expected=12.000000 predicted=12.220794, expected=28.000000 predicted=18.941942, expected=16.000000 predicted=16.237520, expected=8.000000 predicted=15.448009, expected=12.000000 predicted=15.768288, expected=20.000000 predicted=16.065419, expected=4.000000 predicted=14.704257, expected=4.000000 predicted=10.023397, expected=20.000000 predicted=12.788650, expected=16.000000 predicted=13.292401, expected=16.000000 predicted=15.460676, expected=20.000000 predicted=13.140575, expected=20.000000 predicted=14.464126, expected=16.000000 predicted=17.901547, expected=4.000000 predicted=12.519489, expected=20.000000 predicted=16.936286, expected=20.000000 predicted=18.160459, expected=8.000000 predicted=14.032781, expected=4.000000 predicted=10.814578, expected=4.000000 predicted=7.069281, expected=12.000000 predicted=13.172009, expected=4.000000 predicted=9.765846, expected=12.000000 predicted=8.641675, expected=16.000000 predicted=9.580804, expected=12.000000 predicted=9.210466, expected=20.000000 predicted=14.456379, expected=4.000000 predicted=7.900226, expected=16.000000 predicted=13.663637, expected=8.000000 predicted=12.135597, expected=12.000000 predicted=11.876587, expected=4.000000 predicted=10.909358, expected=20.000000 predicted=11.554131, expected=4.000000 predicted=10.089892, expected=4.000000 predicted=7.227938, expected=8.000000 predicted=9.184984, expected=24.000000 predicted=12.530672, expected=8.000000 predicted=12.335411, expected=4.000000 predicted=6.494179, expected=12.000000 predicted=9.272593, expected=4.000000 predicted=7.857764, expected=8.000000 Test MSE: 104.181
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array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355]), array([301.11462524]), array([90.35846104]), array([347.2967517]), array([22.20072466]), array([25.14297369]), array([95.56720555]), array([29.9407132]), array([31.86251906]), array([70.47621443]), array([32.28487083]), array([35.26971104]), array([27.38832002]), array([71.93888055]), array([45.92051112]), array([7.85776411])] predicted=38.359710, expected=60.000000 predicted=40.809760, expected=40.000000 predicted=37.786320, expected=32.000000 predicted=35.922685, expected=48.000000 predicted=42.066061, expected=16.000000 predicted=35.838723, expected=36.000000 predicted=40.902172, expected=32.000000 predicted=32.777461, expected=32.000000 predicted=33.560812, expected=40.000000 predicted=34.714298, expected=36.000000 predicted=31.484300, expected=20.000000 predicted=32.179204, expected=28.000000 predicted=31.533834, expected=68.000000 predicted=39.014854, expected=24.000000 predicted=34.310950, expected=32.000000 predicted=36.604574, expected=56.000000 predicted=37.094764, expected=24.000000 predicted=37.155873, expected=36.000000 predicted=42.419524, expected=64.000000 predicted=39.186764, expected=32.000000 predicted=39.374916, expected=8.000000 predicted=37.095961, expected=48.000000 predicted=35.822140, expected=64.000000 predicted=41.827727, expected=32.000000 predicted=42.013520, expected=32.000000 predicted=36.699234, expected=32.000000 predicted=33.884951, expected=24.000000 predicted=38.511198, expected=4.000000 predicted=31.178740, expected=16.000000 predicted=23.869695, expected=64.000000 predicted=30.783013, expected=36.000000 predicted=28.311969, expected=12.000000 predicted=26.614050, expected=4.000000 predicted=20.610174, expected=12.000000 predicted=23.222705, expected=32.000000 predicted=28.720864, expected=64.000000 predicted=29.361805, expected=40.000000 predicted=26.159950, expected=8.000000 predicted=25.008400, expected=24.000000 predicted=29.446828, expected=36.000000 predicted=33.603124, expected=28.000000 predicted=34.631460, expected=12.000000 predicted=24.643870, expected=88.000000 predicted=36.193111, expected=80.000000 predicted=42.952573, expected=24.000000 predicted=43.712185, expected=16.000000 predicted=40.432078, expected=40.000000 predicted=41.993200, expected=52.000000 predicted=51.855656, expected=48.000000 predicted=45.151997, expected=8.000000 predicted=28.883380, expected=68.000000 predicted=42.159348, expected=68.000000 predicted=45.451582, expected=8.000000 predicted=40.338091, expected=36.000000 predicted=42.357182, expected=64.000000 predicted=40.674828, expected=36.000000 predicted=45.805450, expected=56.000000 predicted=48.110098, expected=52.000000 predicted=39.748738, expected=28.000000 predicted=44.238944, expected=52.000000 predicted=50.421358, expected=48.000000 predicted=43.756105, expected=56.000000 predicted=50.278414, expected=36.000000 predicted=44.180013, expected=24.000000 predicted=40.182938, expected=60.000000 predicted=48.150546, expected=48.000000 predicted=43.759876, expected=44.000000 predicted=46.107030, expected=68.000000 predicted=47.713846, expected=28.000000 predicted=41.799123, expected=44.000000 predicted=51.548193, expected=68.000000 predicted=50.005272, expected=72.000000 predicted=54.138527, expected=24.000000 predicted=49.010231, expected=20.000000 predicted=43.165520, expected=32.000000 predicted=42.971470, expected=48.000000 predicted=45.530355, expected=68.000000 predicted=46.270912, expected=64.000000 predicted=41.939718, expected=44.000000 predicted=44.520201, expected=32.000000 predicted=46.967771, expected=48.000000 predicted=51.448251, expected=36.000000 predicted=48.082568, expected=20.000000 predicted=41.102929, expected=52.000000 predicted=40.957922, expected=44.000000 predicted=36.992344, expected=12.000000 predicted=34.786758, expected=16.000000 predicted=30.835962, expected=28.000000 predicted=28.229904, expected=32.000000 predicted=31.599382, expected=16.000000 predicted=24.502421, expected=56.000000 predicted=29.290427, expected=44.000000 predicted=29.559557, expected=24.000000 predicted=33.252671, expected=20.000000 predicted=31.826040, expected=16.000000 predicted=28.099155, expected=28.000000 predicted=32.961593, expected=60.000000 predicted=34.375504, expected=28.000000 predicted=26.787913, expected=40.000000 predicted=33.920075, expected=24.000000 predicted=29.896526, expected=36.000000 predicted=37.212903, expected=24.000000 predicted=34.822249, expected=36.000000 predicted=32.603605, expected=32.000000 predicted=31.538898, expected=44.000000 predicted=33.618200, expected=20.000000 predicted=30.289345, expected=24.000000 predicted=30.810496, expected=44.000000 predicted=34.094844, expected=40.000000 predicted=33.484003, expected=56.000000 predicted=40.015556, expected=80.000000 predicted=44.592133, expected=32.000000 predicted=42.090040, expected=28.000000 predicted=47.839015, expected=32.000000 predicted=43.474508, expected=24.000000 predicted=41.839422, expected=36.000000 predicted=41.443765, expected=28.000000 predicted=29.149616, expected=40.000000 predicted=32.587468, expected=40.000000 predicted=32.958629, expected=40.000000 predicted=34.714069, expected=52.000000 predicted=40.174319, expected=24.000000 predicted=34.925824, expected=28.000000 predicted=38.502761, expected=32.000000 predicted=35.534739, expected=32.000000 predicted=34.973893, expected=36.000000 predicted=35.151479, expected=32.000000 predicted=30.141300, expected=24.000000 predicted=30.216172, expected=20.000000 predicted=29.139778, expected=36.000000 predicted=31.036759, expected=52.000000 predicted=34.326050, expected=56.000000 predicted=37.228579, expected=52.000000 predicted=39.734154, expected=64.000000 predicted=46.931195, expected=24.000000 predicted=43.822531, expected=20.000000 predicted=45.459278, expected=48.000000 predicted=45.278639, expected=48.000000 predicted=42.679485, expected=40.000000 predicted=42.051545, expected=48.000000 predicted=38.252230, expected=52.000000 predicted=41.825643, expected=28.000000 predicted=42.675475, expected=28.000000 predicted=41.384493, expected=52.000000 predicted=42.316158, expected=40.000000 predicted=40.501562, expected=40.000000 predicted=41.536607, expected=44.000000 predicted=38.256624, expected=44.000000 predicted=40.809221, expected=44.000000 predicted=44.557332, expected=12.000000 predicted=35.089198, expected=72.000000 predicted=47.353909, expected=20.000000 predicted=34.211419, expected=36.000000 predicted=41.934816, expected=48.000000 predicted=37.983995, expected=40.000000 predicted=36.750859, expected=24.000000 predicted=40.829420, expected=24.000000 predicted=31.490961, expected=32.000000 predicted=34.109453, expected=24.000000 predicted=31.961751, expected=60.000000 predicted=37.214543, expected=48.000000 predicted=33.497148, expected=36.000000 predicted=37.364694, expected=24.000000 predicted=36.122287, expected=32.000000 predicted=37.064983, expected=16.000000 predicted=35.363177, expected=44.000000 predicted=36.397661, expected=28.000000 predicted=28.396728, expected=52.000000 predicted=35.102268, expected=44.000000 predicted=34.711701, expected=28.000000 predicted=34.266321, expected=20.000000 predicted=35.754985, expected=44.000000 predicted=36.879163, expected=36.000000 predicted=36.945597, expected=52.000000 predicted=39.729397, expected=28.000000 predicted=32.422092, expected=40.000000 predicted=37.525054, expected=36.000000 predicted=38.482133, expected=40.000000 predicted=39.238111, expected=28.000000 predicted=37.098251, expected=24.000000 predicted=32.420204, expected=48.000000 predicted=37.574772, expected=16.000000 predicted=29.601548, expected=48.000000 predicted=37.587944, expected=32.000000 predicted=30.173366, expected=24.000000 predicted=32.237221, expected=60.000000 predicted=40.567374, expected=48.000000 predicted=35.671266, expected=48.000000 predicted=44.950619, expected=48.000000 predicted=42.619579, expected=48.000000 predicted=45.126736, expected=56.000000 predicted=52.361997, expected=68.000000 predicted=53.371399, expected=24.000000 predicted=45.901479, expected=16.000000 predicted=43.830179, expected=40.000000 predicted=42.592850, expected=44.000000 predicted=41.748290, expected=16.000000 predicted=34.906825, expected=28.000000 predicted=29.191989, expected=20.000000 predicted=25.270169, expected=48.000000 predicted=35.347435, expected=24.000000 predicted=28.463560, expected=72.000000 predicted=38.331981, expected=56.000000 predicted=38.769947, expected=44.000000 predicted=43.942913, expected=28.000000 predicted=44.200214, expected=28.000000 predicted=40.885359, expected=64.000000 predicted=51.670936, expected=36.000000 predicted=41.008739, expected=52.000000 predicted=44.672203, expected=44.000000 predicted=40.063311, expected=32.000000 predicted=41.823084, expected=28.000000 predicted=43.193469, expected=20.000000 predicted=34.412681, expected=52.000000 predicted=40.723358, expected=36.000000 predicted=34.137759, expected=60.000000 predicted=40.649577, expected=56.000000 predicted=40.718552, expected=28.000000 predicted=40.044514, expected=24.000000 predicted=42.902967, expected=16.000000 predicted=35.109515, expected=40.000000 predicted=39.832908, expected=64.000000 predicted=40.200194, expected=80.000000 predicted=43.534116, expected=68.000000 predicted=47.856577, expected=44.000000 predicted=49.347603, expected=28.000000 predicted=51.715494, expected=16.000000 predicted=48.659427, expected=52.000000 predicted=51.735085, expected=28.000000 predicted=38.472147, expected=52.000000 predicted=40.240280, expected=64.000000 predicted=39.806059, expected=64.000000 predicted=45.764498, expected=36.000000 predicted=47.925639, expected=4.000000 predicted=37.882945, expected=84.000000 predicted=55.934566, expected=60.000000 predicted=49.777371, expected=60.000000 predicted=54.877002, expected=52.000000 predicted=47.453482, expected=24.000000 predicted=43.232979, expected=48.000000 predicted=57.579484, expected=84.000000 predicted=56.976120, expected=60.000000 predicted=54.133107, expected=20.000000 predicted=46.255300, expected=48.000000 predicted=47.705071, expected=24.000000 predicted=44.287306, expected=44.000000 predicted=51.145714, expected=32.000000 predicted=37.315079, expected=68.000000 predicted=41.933088, expected=44.000000 predicted=41.459912, expected=52.000000 predicted=44.888325, expected=44.000000 predicted=45.860967, expected=28.000000 predicted=43.127913, expected=44.000000 predicted=48.711904, expected=32.000000 predicted=39.459136, expected=40.000000 predicted=41.784405, expected=104.000000 predicted=53.178466, expected=44.000000 predicted=43.545930, expected=52.000000 predicted=55.035062, expected=24.000000 predicted=44.264800, expected=28.000000 predicted=48.975796, expected=80.000000 predicted=60.945060, expected=32.000000 predicted=40.249941, expected=52.000000 predicted=48.117361, expected=56.000000 predicted=42.788631, expected=12.000000 predicted=40.578543, expected=64.000000 predicted=54.517449, expected=32.000000 predicted=37.251239, expected=16.000000 predicted=40.474101, expected=56.000000 predicted=41.251340, expected=56.000000 predicted=37.961562, expected=36.000000 predicted=44.441890, expected=44.000000 predicted=39.821543, expected=28.000000 predicted=36.513855, expected=28.000000 predicted=42.633639, expected=36.000000 predicted=38.829688, expected=36.000000 predicted=34.972379, expected=44.000000 predicted=37.270085, expected=28.000000 predicted=31.868700, expected=48.000000 predicted=38.054835, expected=28.000000 predicted=34.604357, expected=12.000000 predicted=32.617061, expected=48.000000 predicted=36.815262, expected=40.000000 predicted=32.852340, expected=44.000000 predicted=38.957543, expected=36.000000 predicted=33.076647, expected=24.000000 predicted=32.447817, expected=16.000000 predicted=34.460085, expected=48.000000 predicted=36.999960, expected=60.000000 predicted=39.061388, expected=52.000000 predicted=39.790239, expected=96.000000 predicted=51.550444, expected=36.000000 predicted=44.945253, expected=32.000000 predicted=55.150025, expected=24.000000 predicted=47.239880, expected=32.000000 predicted=46.987749, expected=28.000000 predicted=43.596653, expected=28.000000 predicted=30.698806, expected=64.000000 predicted=37.109348, expected=60.000000 predicted=38.680284, expected=44.000000 predicted=42.418854, expected=20.000000 predicted=37.541558, expected=4.000000 predicted=34.202200, expected=116.000000 predicted=59.893784, expected=52.000000 predicted=45.077103, expected=40.000000 predicted=48.961540, expected=28.000000 predicted=37.626484, expected=28.000000 predicted=43.778962, expected=24.000000 predicted=50.998214, expected=20.000000 predicted=32.789505, expected=60.000000 predicted=36.544984, expected=56.000000 predicted=35.411889, expected=56.000000 predicted=41.531289, expected=48.000000 predicted=41.809941, expected=12.000000 predicted=38.313546, expected=28.000000 predicted=45.008492, expected=28.000000 predicted=37.884491, expected=48.000000 predicted=40.337287, expected=88.000000 predicted=45.406667, expected=68.000000 predicted=43.230450, expected=44.000000 predicted=48.586520, expected=24.000000 predicted=45.654646, expected=24.000000 predicted=48.648576, expected=44.000000 predicted=52.215433, expected=40.000000 predicted=42.381976, expected=20.000000 predicted=32.264895, expected=92.000000 predicted=45.153967, expected=40.000000 predicted=38.238579, expected=4.000000 predicted=39.914846, expected=32.000000 predicted=37.009427, expected=16.000000 predicted=31.788695, expected=20.000000 predicted=39.015686, expected=36.000000 predicted=25.777489, expected=8.000000 predicted=16.795588, expected=4.000000 predicted=19.935930, expected=40.000000 predicted=22.010681, expected=8.000000 predicted=17.363429, expected=28.000000 predicted=24.367486, expected=72.000000 predicted=27.607228, expected=68.000000 predicted=36.576347, expected=36.000000 predicted=40.768705, expected=104.000000 predicted=55.200106, expected=8.000000 predicted=42.884896, expected=64.000000 predicted=66.269872, expected=44.000000 predicted=48.950687, expected=8.000000 predicted=44.628676, expected=16.000000 predicted=42.682875, expected=24.000000 predicted=25.509937, expected=12.000000 predicted=29.917399, expected=88.000000 predicted=39.061075, expected=32.000000 predicted=24.908345, expected=28.000000 predicted=35.066363, expected=16.000000 predicted=27.918089, expected=4.000000 predicted=28.346988, expected=12.000000 predicted=33.365881, expected=12.000000 predicted=17.857705, expected=4.000000 predicted=13.441302, expected=72.000000 predicted=25.121108, expected=32.000000 predicted=19.395538, expected=28.000000 predicted=28.401548, expected=48.000000 predicted=29.968113, expected=28.000000 predicted=32.627837, expected=24.000000 predicted=41.066595, expected=56.000000 predicted=37.001226, expected=52.000000 predicted=39.152540, expected=52.000000 predicted=45.496094, expected=16.000000 predicted=33.823228, expected=64.000000 predicted=46.053011, expected=4.000000 predicted=35.985619, expected=32.000000 predicted=41.524357, expected=28.000000 predicted=30.411199, expected=36.000000 predicted=31.853299, expected=52.000000 predicted=38.719401, expected=24.000000 predicted=26.513955, expected=32.000000 predicted=34.675672, expected=88.000000 predicted=45.423156, expected=24.000000 predicted=39.363591, expected=24.000000 predicted=43.087734, expected=44.000000 predicted=35.834144, expected=36.000000 predicted=41.346432, expected=32.000000 predicted=44.834668, expected=28.000000 predicted=29.885828, expected=28.000000 predicted=31.349163, expected=44.000000 predicted=36.962090, expected=36.000000 predicted=33.911284, expected=60.000000 predicted=40.335700, expected=40.000000 predicted=37.066590, expected=20.000000 predicted=36.900390, expected=12.000000 predicted=33.417762, expected=24.000000 predicted=32.140448, expected=24.000000 predicted=31.816362, expected=20.000000 predicted=24.751943, expected=36.000000 predicted=23.600940, expected=40.000000 predicted=25.686599, expected=28.000000 predicted=28.514824, expected=24.000000 predicted=27.890672, expected=24.000000 predicted=27.364429, expected=56.000000 predicted=37.272054, expected=8.000000 predicted=27.550129, expected=40.000000 predicted=33.169223, expected=20.000000 predicted=24.572304, expected=32.000000 predicted=32.418295, expected=28.000000 predicted=30.714050, expected=12.000000 predicted=22.011530, expected=60.000000 predicted=35.476807, expected=12.000000 predicted=23.515457, expected=16.000000 predicted=29.109334, expected=40.000000 predicted=26.692319, expected=8.000000 predicted=22.904009, expected=8.000000 predicted=26.646975, expected=8.000000 predicted=13.054531, expected=48.000000 predicted=24.464009, expected=24.000000 predicted=22.595106, expected=28.000000 predicted=21.999235, expected=20.000000 predicted=19.590249, expected=12.000000 predicted=22.255333, expected=20.000000 predicted=26.526357, expected=24.000000 predicted=21.609013, expected=20.000000 predicted=21.380896, expected=4.000000 predicted=15.667705, expected=32.000000 predicted=19.830111, expected=36.000000 predicted=22.578109, expected=24.000000 predicted=24.270466, expected=20.000000 predicted=21.881908, expected=12.000000 predicted=19.028942, expected=20.000000 predicted=24.814685, expected=8.000000 Test MSE: 394.731
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array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355]), array([301.11462524]), array([90.35846104]), array([347.2967517]), array([22.20072466]), array([25.14297369]), array([95.56720555]), array([29.9407132]), array([31.86251906]), array([70.47621443]), array([32.28487083]), array([35.26971104]), array([27.38832002]), array([71.93888055]), array([45.92051112]), array([7.85776411]), array([24.81468503])] predicted=14.420845, expected=20.000000 predicted=14.890881, expected=4.000000 predicted=9.273768, expected=12.000000 predicted=9.882552, expected=8.000000 predicted=14.127905, expected=16.000000 predicted=11.857171, expected=16.000000 predicted=14.877790, expected=36.000000 predicted=18.523041, expected=12.000000 predicted=14.573871, expected=8.000000 predicted=10.220214, expected=12.000000 predicted=16.150427, expected=4.000000 predicted=13.186242, expected=8.000000 predicted=15.380757, expected=40.000000 predicted=21.256917, expected=32.000000 predicted=20.290255, expected=4.000000 predicted=9.422190, expected=4.000000 predicted=8.906504, expected=8.000000 predicted=14.698918, expected=24.000000 predicted=25.103763, expected=28.000000 predicted=22.439985, expected=20.000000 predicted=12.726579, expected=24.000000 predicted=15.965774, expected=8.000000 predicted=14.207718, expected=4.000000 predicted=14.813029, expected=16.000000 predicted=19.474075, expected=4.000000 predicted=12.616273, expected=8.000000 predicted=11.217739, expected=20.000000 predicted=12.813185, expected=32.000000 predicted=17.499212, expected=20.000000 predicted=16.484682, expected=40.000000 predicted=21.417336, expected=12.000000 predicted=17.396254, expected=4.000000 predicted=14.563261, expected=32.000000 predicted=28.443268, expected=36.000000 predicted=28.698022, expected=44.000000 predicted=32.896682, expected=20.000000 predicted=19.609657, expected=4.000000 predicted=13.114797, expected=4.000000 predicted=20.727150, expected=16.000000 predicted=24.439946, expected=20.000000 predicted=24.140116, expected=28.000000 predicted=18.785089, expected=48.000000 predicted=24.261349, expected=36.000000 predicted=23.950635, expected=8.000000 predicted=16.765762, expected=12.000000 predicted=20.067458, expected=28.000000 predicted=30.037313, expected=4.000000 predicted=23.057863, expected=12.000000 predicted=17.152438, expected=16.000000 predicted=14.298123, expected=20.000000 predicted=16.315656, expected=4.000000 predicted=13.088080, expected=4.000000 predicted=6.328123, expected=40.000000 predicted=23.185024, expected=16.000000 predicted=17.278090, expected=16.000000 predicted=13.986628, expected=36.000000 predicted=21.624888, expected=16.000000 predicted=17.545112, expected=4.000000 predicted=18.205205, expected=12.000000 predicted=15.713866, expected=16.000000 predicted=17.863588, expected=28.000000 predicted=24.441533, expected=4.000000 predicted=10.574131, expected=24.000000 predicted=13.969747, expected=20.000000 predicted=18.538317, expected=8.000000 predicted=13.323028, expected=8.000000 predicted=14.980529, expected=8.000000 predicted=10.245501, expected=36.000000 predicted=24.243124, expected=8.000000 predicted=13.926834, expected=28.000000 predicted=15.448138, expected=24.000000 predicted=19.394726, expected=12.000000 predicted=14.633801, expected=12.000000 predicted=20.030669, expected=8.000000 predicted=12.824747, expected=24.000000 predicted=21.808676, expected=44.000000 predicted=28.280068, expected=16.000000 predicted=16.165893, expected=8.000000 predicted=12.001340, expected=4.000000 predicted=12.989551, expected=8.000000 predicted=17.480970, expected=8.000000 predicted=18.660609, expected=20.000000 predicted=14.033612, expected=44.000000 predicted=22.060501, expected=20.000000 predicted=14.900370, expected=20.000000 predicted=15.264947, expected=12.000000 predicted=16.589370, expected=8.000000 predicted=17.679913, expected=4.000000 predicted=19.238621, expected=20.000000 predicted=17.269902, expected=28.000000 predicted=20.368894, expected=28.000000 predicted=18.074514, expected=4.000000 predicted=9.404392, expected=8.000000 predicted=10.440008, expected=36.000000 predicted=26.682241, expected=16.000000 predicted=21.091613, expected=8.000000 predicted=13.864595, expected=8.000000 predicted=10.368037, expected=16.000000 predicted=15.397094, expected=12.000000 predicted=18.773057, expected=8.000000 predicted=10.492105, expected=8.000000 predicted=8.925555, expected=8.000000 predicted=9.379834, expected=20.000000 predicted=15.062028, expected=24.000000 predicted=16.125831, expected=4.000000 predicted=7.976756, expected=4.000000 predicted=7.661249, expected=12.000000 predicted=12.519618, expected=16.000000 predicted=15.975078, expected=28.000000 predicted=19.517742, expected=24.000000 predicted=14.756028, expected=20.000000 predicted=14.499444, expected=4.000000 predicted=12.248599, expected=4.000000 predicted=12.807731, expected=8.000000 predicted=16.453808, expected=24.000000 predicted=19.267230, expected=28.000000 predicted=19.198213, expected=12.000000 predicted=9.740607, expected=8.000000 predicted=9.309606, expected=8.000000 predicted=12.464422, expected=12.000000 predicted=16.803741, expected=28.000000 predicted=21.785362, expected=16.000000 predicted=13.857570, expected=8.000000 predicted=9.243563, expected=4.000000 predicted=9.458868, expected=8.000000 predicted=12.180300, expected=12.000000 predicted=15.856052, expected=8.000000 predicted=9.915941, expected=16.000000 predicted=10.408881, expected=12.000000 predicted=9.536450, expected=16.000000 predicted=11.828302, expected=12.000000 predicted=12.253426, expected=16.000000 predicted=12.847298, expected=8.000000 predicted=12.348251, expected=8.000000 predicted=10.545402, expected=16.000000 predicted=14.607222, expected=28.000000 predicted=18.288918, expected=48.000000 predicted=27.151753, expected=16.000000 predicted=15.682462, expected=20.000000 predicted=16.919144, expected=4.000000 predicted=17.346570, expected=16.000000 predicted=22.216201, expected=28.000000 predicted=29.651999, expected=36.000000 predicted=23.601430, expected=24.000000 predicted=20.354146, expected=20.000000 predicted=16.430832, expected=8.000000 predicted=17.337379, expected=8.000000 predicted=19.036195, expected=8.000000 predicted=19.137271, expected=4.000000 predicted=12.270662, expected=16.000000 predicted=13.829104, expected=36.000000 predicted=19.295954, expected=8.000000 predicted=9.995764, expected=12.000000 predicted=9.958153, expected=4.000000 predicted=10.145902, expected=16.000000 predicted=16.353269, expected=8.000000 predicted=16.835978, expected=16.000000 predicted=10.931406, expected=4.000000 predicted=8.718919, expected=8.000000 predicted=7.428781, expected=4.000000 predicted=9.573907, expected=4.000000 predicted=6.498847, expected=20.000000 predicted=13.733377, expected=24.000000 predicted=13.473083, expected=8.000000 predicted=8.374069, expected=4.000000 predicted=6.278520, expected=4.000000 predicted=8.438044, expected=36.000000 predicted=23.491925, expected=12.000000 predicted=15.881019, expected=16.000000 predicted=10.258661, expected=16.000000 predicted=13.634174, expected=12.000000 predicted=13.169379, expected=20.000000 predicted=21.996814, expected=4.000000 predicted=10.667758, expected=16.000000 predicted=14.266300, expected=12.000000 predicted=14.372285, expected=28.000000 predicted=17.946353, expected=28.000000 predicted=21.083110, expected=8.000000 predicted=10.281665, expected=16.000000 predicted=16.158635, expected=4.000000 predicted=13.433237, expected=20.000000 predicted=20.099077, expected=36.000000 predicted=25.972902, expected=4.000000 predicted=9.683982, expected=8.000000 predicted=10.679886, expected=12.000000 predicted=13.432135, expected=32.000000 predicted=23.814203, expected=20.000000 predicted=21.604458, expected=40.000000 predicted=20.430029, expected=4.000000 predicted=13.110254, expected=4.000000 predicted=11.880720, expected=8.000000 predicted=19.760144, expected=12.000000 predicted=16.501055, expected=8.000000 predicted=15.927470, expected=12.000000 predicted=7.749339, expected=8.000000 predicted=7.692458, expected=16.000000 predicted=11.409434, expected=20.000000 predicted=14.731227, expected=16.000000 predicted=12.569980, expected=12.000000 predicted=12.249780, expected=8.000000 predicted=10.878241, expected=4.000000 predicted=11.196666, expected=8.000000 predicted=12.341304, expected=8.000000 predicted=10.593213, expected=8.000000 predicted=8.458877, expected=24.000000 predicted=13.328567, expected=16.000000 predicted=11.337938, expected=20.000000 predicted=13.146510, expected=12.000000 predicted=12.569736, expected=12.000000 predicted=12.939022, expected=8.000000 predicted=15.206080, expected=8.000000 predicted=12.172772, expected=24.000000 predicted=18.172166, expected=24.000000 predicted=17.057216, expected=4.000000 predicted=9.009567, expected=8.000000 predicted=9.526178, expected=16.000000 predicted=15.071047, expected=16.000000 predicted=17.634334, expected=32.000000 predicted=21.435131, expected=20.000000 predicted=14.595822, expected=28.000000 predicted=18.618279, expected=12.000000 predicted=17.605816, expected=4.000000 predicted=13.707250, expected=8.000000 predicted=18.149652, expected=24.000000 predicted=20.366899, expected=8.000000 predicted=14.911056, expected=8.000000 predicted=8.431148, expected=4.000000 predicted=7.331638, expected=12.000000 predicted=11.156128, expected=28.000000 predicted=20.099152, expected=4.000000 predicted=7.811666, expected=24.000000 predicted=13.399120, expected=28.000000 predicted=18.887195, expected=36.000000 predicted=23.608455, expected=16.000000 predicted=20.475629, expected=16.000000 predicted=15.311831, expected=28.000000 predicted=26.761435, expected=40.000000 predicted=31.997500, expected=40.000000 predicted=32.544888, expected=24.000000 predicted=22.742930, expected=24.000000 predicted=24.431229, expected=4.000000 predicted=21.768760, expected=20.000000 predicted=26.987302, expected=20.000000 predicted=26.367656, expected=28.000000 predicted=22.484505, expected=20.000000 predicted=19.581107, expected=8.000000 predicted=11.140468, expected=8.000000 predicted=15.289766, expected=52.000000 predicted=31.909291, expected=28.000000 predicted=26.557458, expected=4.000000 predicted=11.443927, expected=36.000000 predicted=23.774011, expected=44.000000 predicted=32.343146, expected=48.000000 predicted=40.031499, expected=36.000000 predicted=30.609517, expected=80.000000 predicted=45.247025, expected=68.000000 predicted=54.835720, expected=40.000000 predicted=44.262251, expected=20.000000 predicted=39.714793, expected=24.000000 predicted=40.134944, expected=36.000000 predicted=51.043730, expected=40.000000 predicted=44.045313, expected=8.000000 predicted=22.725094, expected=4.000000 predicted=15.575522, expected=8.000000 predicted=19.767610, expected=12.000000 predicted=20.566249, expected=16.000000 predicted=18.814769, expected=24.000000 predicted=14.353237, expected=12.000000 predicted=10.433899, expected=12.000000 predicted=11.525297, expected=24.000000 predicted=18.826841, expected=4.000000 predicted=12.352488, expected=8.000000 predicted=12.747102, expected=12.000000 predicted=13.225234, expected=4.000000 predicted=9.152967, expected=8.000000 predicted=11.093714, expected=24.000000 predicted=13.670109, expected=8.000000 predicted=9.202434, expected=4.000000 predicted=6.958280, expected=12.000000 predicted=10.362395, expected=8.000000 predicted=10.219376, expected=24.000000 predicted=17.643504, expected=16.000000 predicted=12.431671, expected=8.000000 predicted=8.193759, expected=16.000000 predicted=14.326828, expected=12.000000 predicted=13.303317, expected=36.000000 predicted=24.244888, expected=20.000000 predicted=18.139497, expected=4.000000 predicted=9.179621, expected=4.000000 predicted=12.550827, expected=16.000000 predicted=16.981807, expected=20.000000 predicted=21.250795, expected=20.000000 predicted=15.561215, expected=16.000000 predicted=11.706927, expected=20.000000 predicted=15.061522, expected=4.000000 predicted=12.678049, expected=20.000000 predicted=18.008755, expected=16.000000 predicted=17.751307, expected=28.000000 predicted=19.424046, expected=4.000000 predicted=12.335718, expected=16.000000 predicted=12.436155, expected=12.000000 predicted=17.038854, expected=16.000000 predicted=15.409163, expected=8.000000 predicted=14.294008, expected=12.000000 predicted=10.080988, expected=4.000000 predicted=10.379328, expected=20.000000 predicted=14.243520, expected=48.000000 predicted=27.023638, expected=36.000000 predicted=22.196678, expected=12.000000 predicted=14.202350, expected=4.000000 predicted=13.079410, expected=12.000000 predicted=21.396323, expected=16.000000 predicted=25.654140, expected=8.000000 predicted=15.546443, expected=4.000000 predicted=7.437956, expected=8.000000 predicted=8.246349, expected=4.000000 predicted=8.334529, expected=12.000000 predicted=10.549441, expected=12.000000 predicted=9.268155, expected=8.000000 predicted=6.667895, expected=4.000000 predicted=6.420922, expected=36.000000 predicted=18.613912, expected=12.000000 predicted=13.288232, expected=28.000000 predicted=16.560803, expected=4.000000 predicted=11.701129, expected=4.000000 predicted=9.228115, expected=32.000000 predicted=27.229259, expected=24.000000 predicted=19.198727, expected=8.000000 predicted=13.277980, expected=12.000000 predicted=11.501473, expected=4.000000 predicted=11.155813, expected=12.000000 predicted=17.228980, expected=28.000000 predicted=20.535686, expected=32.000000 predicted=18.862278, expected=36.000000 predicted=21.972860, expected=4.000000 predicted=11.194757, expected=4.000000 predicted=13.218017, expected=16.000000 predicted=22.879442, expected=44.000000 predicted=31.740978, expected=24.000000 predicted=22.996955, expected=4.000000 predicted=7.379474, expected=16.000000 predicted=16.136898, expected=8.000000 predicted=17.710384, expected=4.000000 predicted=16.947669, expected=16.000000 predicted=15.329403, expected=8.000000 predicted=8.586778, expected=4.000000 predicted=7.813823, expected=4.000000 predicted=6.659324, expected=12.000000 predicted=9.175327, expected=4.000000 predicted=8.059239, expected=8.000000 predicted=6.491269, expected=16.000000 predicted=10.036329, expected=24.000000 predicted=13.709192, expected=16.000000 predicted=12.808895, expected=4.000000 predicted=7.245515, expected=8.000000 predicted=11.035661, expected=8.000000 predicted=13.164497, expected=16.000000 predicted=15.485730, expected=12.000000 predicted=11.560065, expected=16.000000 predicted=10.380990, expected=12.000000 predicted=11.290635, expected=16.000000 predicted=13.024713, expected=8.000000 predicted=12.262037, expected=12.000000 predicted=12.145939, expected=24.000000 predicted=18.145671, expected=8.000000 predicted=11.260768, expected=76.000000 predicted=36.753150, expected=12.000000 predicted=18.372096, expected=8.000000 predicted=11.868918, expected=4.000000 predicted=20.287492, expected=4.000000 predicted=16.121427, expected=12.000000 predicted=26.659104, expected=16.000000 predicted=11.711084, expected=20.000000 predicted=12.089602, expected=8.000000 predicted=8.022613, expected=28.000000 predicted=16.276351, expected=32.000000 predicted=22.632047, expected=28.000000 predicted=21.438935, expected=12.000000 predicted=17.116478, expected=4.000000 predicted=13.010854, expected=32.000000 predicted=27.859875, expected=20.000000 predicted=23.837752, expected=20.000000 predicted=18.573710, expected=36.000000 predicted=23.508981, expected=32.000000 predicted=23.669819, expected=60.000000 predicted=39.337042, expected=48.000000 predicted=36.606571, expected=44.000000 predicted=35.898468, expected=68.000000 predicted=51.890949, expected=44.000000 predicted=46.203943, expected=4.000000 predicted=33.278928, expected=12.000000 predicted=32.368732, expected=28.000000 predicted=37.959586, expected=24.000000 Test MSE: 150.813
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expected=108.000000 predicted=147.950989, expected=76.000000 predicted=121.480649, expected=92.000000 predicted=109.014665, expected=196.000000 predicted=132.532760, expected=196.000000 predicted=153.022369, expected=92.000000 predicted=125.600362, expected=192.000000 predicted=140.419428, expected=180.000000 predicted=165.876573, expected=92.000000 predicted=151.997094, expected=100.000000 predicted=131.769991, expected=164.000000 predicted=138.978697, expected=80.000000 predicted=131.802433, expected=264.000000 predicted=149.892856, expected=116.000000 predicted=145.175414, expected=80.000000 predicted=124.795338, expected=216.000000 predicted=153.135839, expected=188.000000 predicted=168.410029, expected=92.000000 predicted=151.392895, expected=208.000000 predicted=149.463992, expected=148.000000 predicted=161.469034, expected=124.000000 predicted=156.270017, expected=252.000000 predicted=171.723404, expected=156.000000 predicted=170.983837, expected=112.000000 predicted=158.252087, expected=72.000000 predicted=134.792116, expected=168.000000 predicted=145.807916, expected=132.000000 predicted=148.652621, expected=172.000000 predicted=136.418702, expected=40.000000 predicted=112.315061, expected=4.000000 predicted=84.798476, expected=16.000000 predicted=76.745644, expected=32.000000 predicted=60.733664, expected=24.000000 predicted=43.080552, expected=312.000000 predicted=89.072221, expected=168.000000 predicted=116.089418, expected=284.000000 predicted=150.266865, expected=604.000000 predicted=281.453082, expected=532.000000 predicted=375.582269, expected=676.000000 predicted=472.303391, expected=392.000000 predicted=463.916633, expected=520.000000 predicted=497.982321, expected=116.000000 predicted=432.689756, expected=576.000000 predicted=441.882273, expected=500.000000 predicted=485.555405, expected=624.000000 predicted=476.489120, expected=280.000000 predicted=436.898992, expected=500.000000 predicted=420.746975, expected=312.000000 predicted=460.167715, expected=676.000000 predicted=480.178248, expected=504.000000 predicted=515.644835, expected=276.000000 predicted=406.239500, expected=300.000000 predicted=399.092466, expected=316.000000 predicted=385.630439, expected=476.000000 predicted=421.595052, expected=508.000000 predicted=419.184236, expected=368.000000 predicted=381.591319, expected=216.000000 Test MSE: 7753.509
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355]), array([301.11462524]), array([90.35846104]), array([347.2967517]), array([22.20072466]), array([25.14297369]), array([95.56720555]), array([29.9407132]), array([31.86251906]), array([70.47621443]), array([32.28487083]), array([35.26971104]), array([27.38832002]), array([71.93888055]), array([45.92051112]), array([7.85776411]), array([24.81468503]), array([37.95958619]), array([381.59131904])] predicted=36.207892, expected=20.000000 predicted=29.550288, expected=52.000000 predicted=41.953254, expected=40.000000 predicted=36.730245, expected=52.000000 predicted=50.715691, expected=20.000000 predicted=30.526143, expected=40.000000 predicted=37.043262, expected=40.000000 predicted=35.993146, expected=20.000000 predicted=32.220793, expected=28.000000 predicted=26.637864, expected=68.000000 predicted=47.402735, expected=20.000000 predicted=37.050320, expected=20.000000 predicted=28.213379, expected=48.000000 predicted=31.485544, expected=20.000000 predicted=31.900629, expected=36.000000 predicted=34.424397, expected=84.000000 predicted=55.289404, expected=32.000000 predicted=49.133904, expected=16.000000 predicted=32.636393, expected=4.000000 predicted=8.872993, expected=28.000000 predicted=23.688528, expected=56.000000 predicted=41.142408, expected=32.000000 predicted=38.513381, expected=32.000000 predicted=33.767331, expected=20.000000 predicted=22.902270, expected=80.000000 predicted=55.635912, expected=16.000000 predicted=35.407956, expected=16.000000 predicted=28.941873, expected=28.000000 predicted=18.590085, expected=44.000000 predicted=38.936182, expected=32.000000 predicted=35.261704, expected=20.000000 predicted=26.615117, expected=20.000000 predicted=21.305470, expected=36.000000 predicted=29.649269, expected=44.000000 predicted=38.027555, expected=28.000000 predicted=33.559007, expected=28.000000 predicted=29.595416, expected=52.000000 predicted=39.942790, expected=20.000000 predicted=31.789460, expected=44.000000 predicted=38.666783, expected=12.000000 predicted=21.379425, expected=44.000000 predicted=37.073981, expected=24.000000 predicted=26.446439, expected=16.000000 predicted=25.722759, expected=12.000000 predicted=14.044256, expected=24.000000 predicted=20.733665, expected=8.000000 predicted=14.577336, expected=8.000000 predicted=11.519839, expected=16.000000 predicted=11.658156, expected=32.000000 predicted=23.673178, expected=12.000000 predicted=18.232747, expected=16.000000 predicted=16.938820, expected=8.000000 predicted=10.252596, expected=20.000000 predicted=17.308455, expected=16.000000 predicted=15.653176, expected=16.000000 predicted=17.014564, expected=4.000000 predicted=9.070065, expected=8.000000 predicted=8.831320, expected=28.000000 predicted=17.863162, expected=4.000000 predicted=12.356016, expected=20.000000 predicted=16.303774, expected=20.000000 predicted=15.517801, expected=44.000000 predicted=33.335064, expected=16.000000 predicted=23.428920, expected=8.000000 predicted=16.766187, expected=16.000000 predicted=12.882755, expected=40.000000 predicted=28.994537, expected=4.000000 predicted=17.306721, expected=16.000000 predicted=16.353332, expected=4.000000 predicted=6.652602, expected=4.000000 predicted=9.041610, expected=12.000000 predicted=8.111382, expected=20.000000 predicted=15.110956, expected=28.000000 predicted=22.032276, expected=12.000000 predicted=16.951472, expected=20.000000 predicted=18.307063, expected=12.000000 predicted=14.067404, expected=20.000000 predicted=18.783725, expected=8.000000 predicted=12.092924, expected=4.000000 predicted=8.867281, expected=4.000000 predicted=4.872974, expected=16.000000 predicted=11.209129, expected=16.000000 predicted=13.871861, expected=24.000000 predicted=19.463521, expected=8.000000 predicted=12.979484, expected=20.000000 predicted=16.983555, expected=8.000000 predicted=11.321337, expected=16.000000 predicted=15.448132, expected=8.000000 predicted=9.951970, expected=24.000000 predicted=18.302343, expected=36.000000 predicted=26.323633, expected=12.000000 predicted=20.996315, expected=28.000000 predicted=23.440102, expected=24.000000 predicted=22.199022, expected=24.000000 predicted=26.129510, expected=12.000000 predicted=17.119475, expected=12.000000 predicted=14.776693, expected=32.000000 predicted=22.744290, expected=4.000000 predicted=14.562775, expected=20.000000 predicted=17.498546, expected=24.000000 predicted=17.943785, expected=16.000000 predicted=20.532750, expected=24.000000 predicted=20.589230, expected=12.000000 predicted=15.927736, expected=4.000000 predicted=10.963571, expected=24.000000 predicted=15.821342, expected=8.000000 predicted=12.855469, expected=32.000000 predicted=23.546071, expected=20.000000 predicted=19.624813, expected=32.000000 predicted=28.619408, expected=24.000000 predicted=23.929281, expected=48.000000 predicted=37.859895, expected=4.000000 predicted=20.257822, expected=32.000000 predicted=27.041042, expected=4.000000 predicted=12.156783, expected=20.000000 predicted=20.272929, expected=24.000000 predicted=18.229578, expected=24.000000 predicted=24.241793, expected=20.000000 predicted=20.909028, expected=16.000000 predicted=18.176946, expected=28.000000 predicted=22.968810, expected=24.000000 predicted=23.928678, expected=20.000000 predicted=22.716160, expected=8.000000 predicted=14.128562, expected=28.000000 predicted=20.922988, expected=40.000000 predicted=30.579126, expected=16.000000 predicted=25.508152, expected=4.000000 predicted=13.178039, expected=16.000000 predicted=12.501553, expected=16.000000 predicted=15.952627, expected=16.000000 predicted=16.899442, expected=16.000000 predicted=15.103585, expected=20.000000 predicted=17.723888, expected=24.000000 predicted=21.063612, expected=36.000000 predicted=28.808795, expected=12.000000 predicted=20.792629, expected=28.000000 predicted=24.224723, expected=20.000000 predicted=20.597735, expected=12.000000 predicted=18.939569, expected=16.000000 predicted=15.240871, expected=20.000000 predicted=17.936198, expected=12.000000 predicted=15.804033, expected=12.000000 predicted=13.365361, expected=16.000000 predicted=13.965105, expected=28.000000 predicted=21.674746, expected=28.000000 predicted=25.200410, expected=48.000000 predicted=36.857725, expected=28.000000 predicted=32.387924, expected=12.000000 predicted=23.222077, expected=32.000000 predicted=24.833241, expected=16.000000 predicted=21.923554, expected=4.000000 predicted=14.495105, expected=28.000000 predicted=17.977714, expected=32.000000 predicted=26.215792, expected=24.000000 predicted=27.247907, expected=4.000000 predicted=13.723430, expected=20.000000 predicted=16.073811, expected=28.000000 predicted=22.093742, expected=4.000000 predicted=15.365501, expected=28.000000 predicted=19.862339, expected=12.000000 predicted=14.862774, expected=8.000000 predicted=14.386821, expected=8.000000 predicted=8.115865, expected=12.000000 predicted=11.144078, expected=16.000000 predicted=13.742271, expected=12.000000 predicted=12.934106, expected=4.000000 predicted=8.348920, expected=24.000000 predicted=15.467568, expected=12.000000 predicted=14.188741, expected=16.000000 predicted=16.396733, expected=4.000000 predicted=8.160391, expected=16.000000 predicted=13.113806, expected=20.000000 predicted=15.760153, expected=12.000000 predicted=15.437590, expected=24.000000 predicted=18.656613, expected=4.000000 predicted=11.212394, expected=24.000000 predicted=18.404037, expected=8.000000 predicted=11.728061, expected=12.000000 predicted=14.073734, expected=8.000000 predicted=8.594909, expected=32.000000 predicted=21.499002, expected=32.000000 predicted=26.655734, expected=12.000000 predicted=21.023288, expected=32.000000 predicted=24.335453, expected=16.000000 predicted=20.212720, expected=20.000000 predicted=22.330957, expected=16.000000 predicted=16.620116, expected=4.000000 predicted=11.865773, expected=72.000000 predicted=40.200214, expected=28.000000 predicted=35.713229, expected=48.000000 predicted=45.126318, expected=60.000000 predicted=45.660483, expected=96.000000 predicted=76.459394, expected=36.000000 predicted=57.141058, expected=192.000000 predicted=119.456799, expected=80.000000 predicted=105.355603, expected=272.000000 predicted=180.636412, expected=96.000000 predicted=163.297290, expected=92.000000 predicted=119.997506, expected=140.000000 predicted=113.290089, expected=76.000000 predicted=114.929054, expected=132.000000 predicted=114.524528, expected=4.000000 predicted=68.263730, expected=120.000000 predicted=78.803642, expected=76.000000 predicted=82.573516, expected=4.000000 predicted=60.193893, expected=68.000000 predicted=35.999994, expected=116.000000 predicted=82.239588, expected=68.000000 predicted=86.068736, expected=24.000000 predicted=53.146309, expected=12.000000 predicted=31.545678, expected=24.000000 predicted=27.111798, expected=20.000000 predicted=22.168396, expected=16.000000 predicted=18.118011, expected=12.000000 predicted=14.554305, expected=20.000000 predicted=16.993855, expected=8.000000 predicted=13.686156, expected=4.000000 predicted=8.670937, expected=8.000000 predicted=6.820947, expected=12.000000 predicted=9.890317, expected=4.000000 predicted=7.448973, expected=28.000000 predicted=14.982899, expected=28.000000 predicted=22.901120, expected=4.000000 predicted=17.026687, expected=12.000000 predicted=11.153238, expected=4.000000 predicted=9.170592, expected=16.000000 predicted=11.601789, expected=16.000000 predicted=12.752572, expected=4.000000 predicted=10.874296, expected=20.000000 predicted=12.356378, expected=36.000000 predicted=23.983450, expected=12.000000 predicted=22.055454, expected=16.000000 predicted=16.766442, expected=16.000000 predicted=16.224216, expected=4.000000 predicted=12.629768, expected=16.000000 predicted=10.868735, expected=16.000000 predicted=14.165627, expected=8.000000 predicted=12.576074, expected=28.000000 predicted=16.986952, expected=24.000000 predicted=22.568772, expected=4.000000 predicted=15.800171, expected=8.000000 predicted=9.151555, expected=12.000000 predicted=10.831638, expected=4.000000 predicted=8.636099, expected=8.000000 predicted=6.492843, expected=36.000000 predicted=18.885809, expected=8.000000 predicted=18.332117, expected=12.000000 predicted=13.694766, expected=4.000000 predicted=8.188842, expected=32.000000 predicted=19.265001, expected=4.000000 predicted=13.823637, expected=28.000000 predicted=18.757415, expected=12.000000 predicted=16.106587, expected=4.000000 predicted=12.975737, expected=40.000000 predicted=19.567105, expected=16.000000 predicted=23.910644, expected=16.000000 predicted=19.138375, expected=12.000000 predicted=13.757060, expected=12.000000 predicted=15.165331, expected=4.000000 predicted=8.551851, expected=12.000000 predicted=9.343602, expected=24.000000 predicted=15.476103, expected=4.000000 predicted=12.961981, expected=20.000000 predicted=13.611851, expected=4.000000 predicted=10.647606, expected=20.000000 predicted=14.503996, expected=28.000000 predicted=19.245430, expected=20.000000 predicted=23.006128, expected=12.000000 predicted=16.718633, expected=48.000000 predicted=28.844374, expected=12.000000 predicted=26.242177, expected=4.000000 predicted=14.970550, expected=28.000000 predicted=15.856063, expected=68.000000 predicted=41.907021, expected=8.000000 predicted=32.246624, expected=44.000000 predicted=32.336628, expected=44.000000 predicted=37.924634, expected=28.000000 predicted=39.116392, expected=12.000000 predicted=22.484600, expected=32.000000 predicted=25.664125, expected=8.000000 predicted=19.657812, expected=40.000000 predicted=25.787269, expected=4.000000 predicted=18.347263, expected=44.000000 predicted=27.803915, expected=40.000000 predicted=33.289407, expected=12.000000 predicted=29.389970, expected=12.000000 predicted=16.330877, expected=28.000000 predicted=21.289279, expected=12.000000 predicted=19.265868, expected=20.000000 predicted=17.485398, expected=12.000000 predicted=15.171573, expected=24.000000 predicted=19.220041, expected=12.000000 predicted=16.238474, expected=8.000000 predicted=12.975101, expected=28.000000 predicted=17.027011, expected=16.000000 predicted=19.483737, expected=8.000000 predicted=14.288417, expected=20.000000 predicted=14.440792, expected=8.000000 predicted=13.844032, expected=8.000000 predicted=10.298284, expected=16.000000 predicted=11.277977, expected=20.000000 predicted=16.443110, expected=28.000000 predicted=21.414218, expected=20.000000 predicted=22.104087, expected=28.000000 predicted=24.408352, expected=16.000000 predicted=21.490543, expected=16.000000 predicted=18.886428, expected=20.000000 predicted=17.934162, expected=28.000000 predicted=22.975478, expected=16.000000 predicted=20.813184, expected=12.000000 predicted=16.511583, expected=8.000000 predicted=11.897345, expected=16.000000 predicted=13.231673, expected=12.000000 predicted=12.806475, expected=16.000000 predicted=14.110776, expected=24.000000 predicted=17.979860, expected=16.000000 predicted=18.880363, expected=20.000000 predicted=18.648052, expected=40.000000 predicted=27.165121, expected=20.000000 predicted=27.418215, expected=4.000000 predicted=16.708294, expected=16.000000 predicted=13.145156, expected=40.000000 predicted=25.186715, expected=20.000000 predicted=25.821020, expected=12.000000 predicted=19.025573, expected=24.000000 predicted=19.144125, expected=12.000000 predicted=18.317579, expected=20.000000 predicted=17.377915, expected=4.000000 predicted=11.816486, expected=12.000000 predicted=11.332315, expected=28.000000 predicted=16.969405, expected=16.000000 predicted=19.633992, expected=20.000000 predicted=18.637318, expected=36.000000 predicted=25.508781, expected=48.000000 predicted=37.389247, expected=32.000000 predicted=37.058241, expected=28.000000 predicted=32.669270, expected=8.000000 predicted=21.872743, expected=28.000000 predicted=22.294522, expected=28.000000 predicted=24.602728, expected=8.000000 predicted=19.526589, expected=16.000000 predicted=14.747192, expected=16.000000 predicted=15.871459, expected=36.000000 predicted=24.401965, expected=16.000000 predicted=22.316262, expected=8.000000 predicted=16.353823, expected=40.000000 predicted=23.185345, expected=12.000000 predicted=22.945021, expected=16.000000 predicted=18.186105, expected=16.000000 predicted=15.328154, expected=24.000000 predicted=20.887238, expected=24.000000 predicted=21.299458, expected=24.000000 predicted=23.433039, expected=24.000000 predicted=23.569293, expected=32.000000 predicted=27.307754, expected=32.000000 predicted=30.002985, expected=32.000000 predicted=31.381998, expected=28.000000 predicted=29.999362, expected=40.000000 predicted=33.908744, expected=32.000000 predicted=34.156547, expected=4.000000 predicted=22.194791, expected=20.000000 predicted=17.294373, expected=36.000000 predicted=25.163396, expected=16.000000 predicted=24.127220, expected=16.000000 predicted=18.455805, expected=16.000000 predicted=17.015084, expected=24.000000 predicted=20.494000, expected=16.000000 predicted=18.450473, expected=32.000000 predicted=23.715528, expected=12.000000 predicted=20.257782, expected=24.000000 predicted=21.080050, expected=24.000000 predicted=21.577161, expected=44.000000 predicted=32.277785, expected=16.000000 predicted=26.928824, expected=8.000000 predicted=18.526757, expected=28.000000 predicted=19.146022, expected=20.000000 predicted=22.211840, expected=16.000000 predicted=18.762802, expected=36.000000 predicted=24.375223, expected=24.000000 predicted=27.248900, expected=32.000000 predicted=28.688270, expected=8.000000 predicted=20.350185, expected=60.000000 predicted=34.874303, expected=28.000000 Test MSE: 458.284
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array([8.49614889]), array([25.64404717]), array([25.5099014]), array([26.77603191]), array([6.13120303]), array([46.8923027]), array([11.73385497]), array([98.94550297]), array([29.98807404]), array([13.95142447]), array([152.62685567]), array([65.38610528]), array([34.36479792]), array([30.81337906]), array([62.05309345]), array([15.39240897]), array([45.73804421]), array([15.32802851]), array([12.19063764]), array([6.38400724]), array([16.63170982]), array([14.86155703]), array([12.88501665]), array([68.39571349]), array([19.28017984]), array([15.00332061]), array([25.22015623]), array([19.81689186]), array([19.04343423]), array([109.41873241]), array([96.25112182]), array([15.8975187]), array([43.57937543]), array([46.6378444]), array([54.15690736]), array([35.63714422]), array([8.73589941]), array([51.64132215]), array([34.60965018]), array([20.25914604]), array([81.09238387]), array([89.62515338]), array([24.74188151]), array([12.82548107]), array([21.54983221]), array([58.00120518]), array([110.48310235]), array([137.68702675]), array([7.24976138]), array([8.78299918]), array([84.17528614]), array([31.0717864]), array([13.4170892]), array([13.20222904]), array([48.77458984]), array([10.93947933]), array([15.85239965]), array([7.40808717]), array([19.17533779]), array([67.37394451]), array([8.04749926]), array([8.36011553]), array([81.41281207]), array([35.69680206]), array([9.93652385]), array([27.87971143]), array([198.43023447]), array([55.92729892]), array([15.99231966]), array([10.96285935]), array([26.24237134]), array([71.23136945]), array([24.02454739]), array([34.77009095]), array([18.69013851]), array([28.61463199]), array([19.30101128]), array([34.55942935]), array([37.52765134]), array([22.75739955]), array([12.57657976]), array([51.62707038]), array([20.07049572]), array([79.40890748]), array([28.10730564]), array([25.2165427]), array([30.01075689]), array([23.97848501]), array([15.36949222]), array([14.97049269]), array([26.87700861]), array([68.4863044]), array([32.77818204]), array([72.0360001]), array([41.28016276]), array([21.90858257]), array([11.64250412]), array([74.10479005]), array([190.52812707]), array([70.77685107]), array([27.43095874]), array([14.06353102]), array([40.00312055]), array([13.19743784]), array([28.65095216]), array([27.27916014]), array([28.57117991]), array([24.19059046]), array([13.62399513]), array([63.01932518]), array([73.99964939]), array([82.62331692]), array([38.1445538]), array([18.20918763]), array([63.38797127]), array([25.93635309]), array([38.69783973]), array([25.90555179]), array([8.83846756]), array([5.57572708]), array([39.06196514]), array([217.5989128]), array([31.6701293]), array([26.87105401]), array([11.58233001]), array([11.60093966]), array([88.27689579]), array([37.85335456]), array([7.47826241]), array([16.12615999]), array([27.43377716]), array([771.59467727]), array([119.85390937]), array([26.59820299]), array([12.76135271]), array([51.11578965]), array([27.7916582]), array([21.93939947]), array([5.25613627]), array([61.44099289]), array([29.96124031]), array([8.37909687]), array([15.12746364]), array([35.26770531]), array([75.21385606]), array([48.26712247]), array([81.26801879]), array([94.57662297]), array([23.83557929]), array([43.45796866]), array([27.09022821]), array([18.64887619]), array([179.2911569]), array([13.1865962]), array([16.44269026]), array([91.94656471]), array([22.16741504]), array([16.51686363]), array([71.8287792]), array([43.72675917]), array([56.20606492]), array([279.70514967]), array([20.21208898]), array([16.56499301]), array([14.23483625]), array([13.71186783]), array([92.19111195]), array([61.36483317]), array([29.88254487]), array([4.68905641]), array([5.62559636]), array([13.88453795]), array([59.30872496]), array([19.28836653]), array([59.0644214]), array([6.74092571]), array([14.05679389]), array([48.18240129]), array([88.28951763]), array([246.59697554]), array([49.9212206]), array([42.44618738]), array([226.87518419]), array([58.09466615]), array([9.11666329]), array([12.0167984]), array([6.52971703]), array([10.08720474]), array([19.37115819]), array([20.10981872]), array([40.29800577]), array([112.27290754]), array([25.32307052]), array([68.25708946]), array([29.58795733]), array([189.47564903]), array([15.54689052]), array([4.9469838]), array([35.5657171]), array([329.70776259]), array([7.00035105]), array([38.37519928]), array([14.1296539]), array([120.4310817]), array([125.37941982]), array([61.9845426]), array([159.1499151]), array([54.66696295]), array([57.13975036]), array([42.14963097]), array([25.7324475]), array([16.61852857]), array([39.80445764]), array([121.30115076]), array([45.25546153]), array([25.0994942]), array([23.49843809]), array([50.21340249]), array([26.09771277]), array([12.50016236]), array([51.29653695]), array([27.52774124]), array([18.20147374]), array([15.26736992]), array([24.6503167]), array([54.39117701]), array([27.98283223]), array([38.09647188]), array([116.99233344]), array([6.61813602]), array([11.51075116]), array([9.60783715]), array([81.99567405]), array([5.38662326]), array([35.85431922]), array([5.29318826]), array([8.30655617]), array([24.28241213]), array([7.14933211]), array([31.94650454]), array([22.71807582]), array([39.1806543]), array([14.64038586]), array([17.03141097]), array([4.73471997]), array([10.36648664]), array([17.84363944]), array([68.27986696]), array([11.72652139]), array([11.87790126]), array([60.15571355]), array([109.37652371]), array([74.04376825]), array([34.24980506]), array([20.13706637]), array([29.76566756]), array([10.84250289]), array([60.7743412]), array([74.16702362]), array([92.72045353]), array([20.12802857]), array([60.36643524]), array([23.24289215]), array([38.75585987]), array([128.49641343]), array([6.2179582]), array([58.10355869]), array([14.26786355]), array([301.11462524]), array([90.35846104]), array([347.2967517]), array([22.20072466]), array([25.14297369]), array([95.56720555]), array([29.9407132]), array([31.86251906]), array([70.47621443]), array([32.28487083]), array([35.26971104]), array([27.38832002]), array([71.93888055]), array([45.92051112]), array([7.85776411]), array([24.81468503]), array([37.95958619]), array([381.59131904]), array([34.87430287])] predicted=69.029495, expected=92.000000 predicted=74.601824, expected=40.000000 predicted=72.185137, expected=112.000000 predicted=68.602956, expected=96.000000 predicted=74.527680, expected=40.000000 predicted=76.911543, expected=28.000000 predicted=66.882339, expected=48.000000 predicted=58.027921, expected=60.000000 predicted=61.860766, expected=48.000000 predicted=53.235287, expected=124.000000 predicted=58.647471, expected=152.000000 predicted=79.729614, expected=80.000000 predicted=89.781120, expected=80.000000 predicted=91.973296, expected=80.000000 predicted=92.379777, expected=52.000000 predicted=92.427536, expected=60.000000 predicted=81.891752, expected=108.000000 predicted=75.722444, expected=72.000000 predicted=76.343330, expected=68.000000 predicted=74.358560, expected=112.000000 predicted=78.595869, expected=104.000000 predicted=88.088291, expected=36.000000 predicted=84.372918, expected=72.000000 predicted=76.095742, expected=92.000000 predicted=78.704678, expected=108.000000 predicted=87.517702, expected=56.000000 predicted=79.664090, expected=64.000000 predicted=71.512141, expected=76.000000 predicted=76.460605, expected=76.000000 predicted=77.785951, expected=56.000000 predicted=72.663228, expected=84.000000 predicted=68.601405, expected=116.000000 predicted=78.964815, expected=24.000000 predicted=73.260226, expected=40.000000 predicted=65.259924, expected=84.000000 predicted=64.868886, expected=44.000000 predicted=64.325807, expected=60.000000 predicted=61.614788, expected=72.000000 predicted=54.235642, expected=132.000000 predicted=72.681173, expected=92.000000 predicted=83.153525, expected=88.000000 predicted=83.816079, expected=112.000000 predicted=93.168822, expected=36.000000 predicted=88.084529, expected=56.000000 predicted=83.979843, expected=104.000000 predicted=79.090514, expected=60.000000 predicted=75.773035, expected=68.000000 predicted=73.500285, expected=92.000000 predicted=69.437624, expected=64.000000 predicted=73.932669, expected=48.000000 predicted=72.577787, expected=88.000000 predicted=69.158286, expected=88.000000 predicted=74.309068, expected=116.000000 predicted=84.081855, expected=92.000000 predicted=84.807862, expected=92.000000 predicted=88.560203, expected=72.000000 predicted=90.945793, expected=52.000000 predicted=83.842802, expected=56.000000 predicted=77.825391, expected=108.000000 predicted=77.339605, expected=72.000000 predicted=76.046430, expected=72.000000 predicted=73.444187, expected=68.000000 predicted=71.297783, expected=68.000000 predicted=73.033860, expected=112.000000 predicted=83.013056, expected=92.000000 predicted=81.876055, expected=92.000000 predicted=85.640933, expected=76.000000 predicted=85.087055, expected=72.000000 predicted=84.490001, expected=48.000000 predicted=80.491131, expected=96.000000 predicted=78.031254, expected=64.000000 predicted=74.413540, expected=84.000000 predicted=73.969968, expected=128.000000 predicted=82.839382, expected=120.000000 predicted=92.011308, expected=76.000000 predicted=96.832415, expected=16.000000 predicted=80.477928, expected=88.000000 predicted=81.757881, expected=76.000000 predicted=81.520954, expected=60.000000 predicted=73.137622, expected=64.000000 predicted=64.072776, expected=96.000000 predicted=66.573990, expected=48.000000 predicted=72.061608, expected=60.000000 predicted=67.377588, expected=88.000000 predicted=68.631587, expected=48.000000 predicted=67.007552, expected=48.000000 predicted=64.631178, expected=100.000000 predicted=64.771939, expected=108.000000 predicted=75.929176, expected=64.000000 predicted=78.167958, expected=64.000000 predicted=72.886918, expected=76.000000 predicted=75.251676, expected=52.000000 predicted=75.814285, expected=52.000000 predicted=68.600245, expected=60.000000 predicted=60.473583, expected=116.000000 predicted=69.998328, expected=28.000000 predicted=65.116146, expected=68.000000 predicted=63.327857, expected=80.000000 predicted=66.264783, expected=68.000000 predicted=69.470190, expected=68.000000 predicted=72.155783, expected=104.000000 predicted=69.845648, expected=100.000000 predicted=82.128566, expected=96.000000 predicted=87.665967, expected=88.000000 predicted=88.365519, expected=68.000000 predicted=86.847293, expected=60.000000 predicted=84.562607, expected=76.000000 predicted=79.724817, expected=64.000000 predicted=74.359779, expected=60.000000 predicted=69.141790, expected=52.000000 predicted=62.912608, expected=80.000000 predicted=64.729938, expected=84.000000 predicted=69.547402, expected=40.000000 predicted=64.080667, expected=96.000000 predicted=68.952838, expected=108.000000 predicted=76.705694, expected=112.000000 predicted=88.477428, expected=156.000000 predicted=102.670384, expected=40.000000 predicted=93.663954, expected=60.000000 predicted=94.263450, expected=48.000000 predicted=83.181841, expected=24.000000 predicted=69.393307, expected=84.000000 predicted=67.314976, expected=92.000000 predicted=58.649877, expected=56.000000 predicted=62.846972, expected=84.000000 predicted=66.161406, expected=80.000000 predicted=69.714212, expected=48.000000 predicted=73.669091, expected=68.000000 predicted=70.842514, expected=88.000000 predicted=69.844112, expected=108.000000 predicted=80.266037, expected=64.000000 predicted=77.773425, expected=100.000000 predicted=80.256410, expected=100.000000 predicted=87.758976, expected=76.000000 predicted=89.572669, expected=88.000000 predicted=89.602564, expected=96.000000 predicted=86.803110, expected=200.000000 predicted=111.668176, expected=76.000000 predicted=109.082267, expected=64.000000 predicted=101.788983, expected=68.000000 predicted=95.449336, expected=64.000000 predicted=90.354892, expected=52.000000 predicted=85.508907, expected=72.000000 predicted=65.552593, expected=64.000000 predicted=63.739962, expected=48.000000 predicted=61.327408, expected=36.000000 predicted=55.266891, expected=72.000000 predicted=56.235026, expected=40.000000 predicted=54.670798, expected=60.000000 predicted=53.747063, expected=72.000000 predicted=54.977464, expected=76.000000 predicted=60.030592, expected=40.000000 predicted=60.719147, expected=88.000000 predicted=62.836440, expected=60.000000 predicted=65.515179, expected=60.000000 predicted=66.234609, expected=56.000000 predicted=63.149348, expected=104.000000 predicted=67.791065, expected=96.000000 predicted=78.558867, expected=48.000000 predicted=72.243851, expected=32.000000 predicted=65.280208, expected=72.000000 predicted=65.280382, expected=72.000000 predicted=69.124434, expected=124.000000 predicted=76.011236, expected=120.000000 predicted=81.445298, expected=116.000000 predicted=92.598108, expected=52.000000 predicted=93.201044, expected=60.000000 predicted=88.179274, expected=84.000000 predicted=89.559641, expected=56.000000 predicted=79.676302, expected=72.000000 predicted=73.648938, expected=76.000000 predicted=66.694603, expected=112.000000 predicted=77.504901, expected=72.000000 predicted=80.054088, expected=56.000000 predicted=74.398317, expected=56.000000 predicted=72.383012, expected=40.000000 predicted=65.999330, expected=68.000000 predicted=66.158768, expected=104.000000 predicted=66.763965, expected=124.000000 predicted=77.661328, expected=80.000000 predicted=81.713176, expected=40.000000 predicted=75.912440, expected=64.000000 predicted=77.185954, expected=12.000000 predicted=66.586203, expected=60.000000 predicted=61.636128, expected=128.000000 predicted=65.204772, expected=116.000000 predicted=73.765968, expected=80.000000 predicted=80.745790, expected=84.000000 predicted=80.250595, expected=124.000000 predicted=97.557312, expected=84.000000 predicted=102.396477, expected=120.000000 predicted=102.816479, expected=108.000000 predicted=100.497483, expected=84.000000 predicted=100.405281, expected=88.000000 predicted=100.846420, expected=168.000000 predicted=109.047572, expected=116.000000 predicted=115.708602, expected=104.000000 predicted=113.601750, expected=128.000000 predicted=114.699027, expected=220.000000 predicted=138.366178, expected=208.000000 predicted=162.150020, expected=108.000000 predicted=150.592331, expected=192.000000 predicted=161.343437, expected=136.000000 predicted=162.049951, expected=88.000000 predicted=156.179398, expected=132.000000 predicted=142.625286, expected=196.000000 predicted=140.850948, expected=200.000000 predicted=160.908667, expected=184.000000 predicted=161.458496, expected=132.000000 predicted=156.328443, expected=176.000000 predicted=168.731083, expected=124.000000 predicted=165.664565, expected=144.000000 predicted=158.875268, expected=148.000000 predicted=150.949753, expected=164.000000 predicted=148.102382, expected=160.000000 predicted=154.327103, expected=132.000000 predicted=145.763377, expected=164.000000 predicted=152.272737, expected=120.000000 predicted=146.601880, expected=160.000000 predicted=150.069758, expected=180.000000 predicted=153.763732, expected=236.000000 predicted=168.975662, expected=204.000000 predicted=182.099327, expected=188.000000 predicted=184.128181, expected=196.000000 predicted=194.268977, expected=400.000000 predicted=239.241399, expected=196.000000 predicted=240.390798, expected=264.000000 predicted=247.114155, expected=280.000000 predicted=254.943632, expected=1124.000000 predicted=433.437109, expected=208.000000 predicted=449.183169, expected=240.000000 predicted=406.423233, expected=208.000000 predicted=481.367608, expected=152.000000 predicted=350.387854, expected=188.000000 predicted=378.499608, expected=248.000000 predicted=207.009786, expected=240.000000 predicted=213.637801, expected=212.000000 predicted=211.980372, expected=196.000000 predicted=208.581846, expected=216.000000 predicted=215.534379, expected=888.000000 predicted=355.803599, expected=272.000000 predicted=352.855561, expected=256.000000 predicted=342.477654, expected=228.000000 predicted=371.493133, expected=244.000000 predicted=329.458703, expected=256.000000 predicted=358.518907, expected=152.000000 predicted=229.975365, expected=176.000000 predicted=214.726151, expected=220.000000 predicted=212.492182, expected=184.000000 predicted=200.377991, expected=200.000000 predicted=197.178829, expected=204.000000 predicted=193.215552, expected=192.000000 predicted=195.665227, expected=200.000000 predicted=200.096133, expected=244.000000 predicted=206.792907, expected=212.000000 predicted=209.971480, expected=236.000000 predicted=216.517713, expected=236.000000 predicted=223.915597, expected=140.000000 predicted=208.287759, expected=140.000000 predicted=196.734914, expected=176.000000 predicted=187.656722, expected=200.000000 predicted=183.953974, expected=148.000000 predicted=171.367507, expected=156.000000 predicted=161.508907, expected=172.000000
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